diff --git a/docs/source/notebooks/paste2_tutorial.ipynb b/docs/source/notebooks/paste2_tutorial.ipynb index e6ce3b2..4383abd 100644 --- a/docs/source/notebooks/paste2_tutorial.ipynb +++ b/docs/source/notebooks/paste2_tutorial.ipynb @@ -51,10 +51,10 @@ "metadata": {}, "outputs": [], "source": [ - "sliceA_filename = \"../../../tests/data/input/151673.h5ad\"\n", - "sliceB_filename = \"../../../tests/data/input/151674.h5ad\"\n", - "sliceC_filename = \"../../../tests/data/input/151675.h5ad\"\n", - "sliceD_filename = \"../../../tests/data/input/151676.h5ad\"\n", + "sliceA_filename = \"../../../tests/data/151673.h5ad\"\n", + "sliceB_filename = \"../../../tests/data/151674.h5ad\"\n", + "sliceC_filename = \"../../../tests/data/151675.h5ad\"\n", + "sliceD_filename = \"../../../tests/data/151676.h5ad\"\n", "sliceA = sc.read_h5ad(sliceA_filename)\n", "sliceB = sc.read_h5ad(sliceB_filename)\n", "sliceC = sc.read_h5ad(sliceC_filename)\n", diff --git a/docs/source/notebooks/paste_tutorial.ipynb b/docs/source/notebooks/paste_tutorial.ipynb index ae50431..aed7569 100644 --- a/docs/source/notebooks/paste_tutorial.ipynb +++ b/docs/source/notebooks/paste_tutorial.ipynb @@ -54,7 +54,7 @@ "metadata": {}, "outputs": [], "source": [ - "data_dir = \"../../../tests/data/input/\"\n", + "data_dir = \"../../../tests/data/\"\n", "\n", "\n", "# Assume that the coordinates of slices are named slice_name + \"_coor.csv\"\n", @@ -609,7 +609,7 @@ "metadata": {}, "outputs": [], "source": [ - "data_dir = \"../../../tests/data/input/\"\n", + "data_dir = \"../../../tests/data/\"\n", "\n", "\n", "# Assume that the coordinates of slices are named slice_name + \"_coor.csv\"\n", diff --git a/pyproject.toml b/pyproject.toml index f815140..968d92c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -18,10 +18,10 @@ classifiers = [ ] dependencies = [ - "anndata==0.10.9", + "anndata", "scanpy", "POT>=0.9.5", - "numpy<2", + "numpy", "scipy", "scikit-learn", "IPython", @@ -50,7 +50,7 @@ dev = [ ] docs = [ - "sphinx==6.2.1", + "sphinx", "myst-parser", "sphinx-autodoc-typehints", "nbsphinx", diff --git a/requirements.txt b/requirements.txt index aed1c34..7c0ee79 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,62 +1,62 @@ anndata==0.10.9 -array_api_compat==1.9 -asttokens==2.4.1 +array_api_compat==1.9.1 +asttokens==3.0.0 build==1.2.2 certifi==2024.8.30 cfgv==3.4.0 -charset-normalizer==3.3.2 -contourpy==1.3.0 -coverage==7.6.1 +charset-normalizer==3.4.0 +contourpy==1.3.1 +coverage==7.6.8 coveralls==4.0.1 cycler==0.12.1 decorator==5.1.1 -distlib==0.3.8 +distlib==0.3.9 docopt==0.6.2 execnet==2.1.1 executing==2.1.0 filelock==3.16.1 -fonttools==4.54.1 -fsspec==2024.9.0 +fonttools==4.55.0 +fsspec==2024.10.0 h5py==3.12.1 -identify==2.6.1 +identify==2.6.3 idna==3.10 iniconfig==2.0.0 -ipython==8.28.0 -jedi==0.19.1 +ipython==8.30.0 +jedi==0.19.2 Jinja2==3.1.4 joblib==1.4.2 kiwisolver==1.4.7 -legacy-api-wrap==1.4 +legacy-api-wrap==1.4.1 llvmlite==0.43.0 -MarkupSafe==2.1.5 -matplotlib==3.9.2 +MarkupSafe==3.0.2 +matplotlib==3.9.3 matplotlib-inline==0.1.7 mpmath==1.3.0 napari==0.5.4 natsort==8.4.0 -networkx==3.3 +networkx==3.4.2 nodeenv==1.9.1 numba==0.60.0 -numpy==1.26.4 -packaging==24.1 +numpy==2.0.2 +packaging==24.2 pandas==2.2.3 parso==0.8.4 -patsy==0.5.6 +patsy==1.0.1 pexpect==4.9.0 -pillow==10.4.0 +pillow==11.0.0 platformdirs==4.3.6 pluggy==1.5.0 pooch==1.8.2 POT==0.9.5 -pre-commit==3.8.0 +pre_commit==4.0.1 prompt_toolkit==3.0.48 ptyprocess==0.7.0 pure_eval==0.2.3 Pygments==2.18.0 pynndescent==0.5.13 -pyparsing==3.1.4 +pyparsing==3.2.0 pyproject_hooks==1.2.0 -pytest==8.3.3 +pytest==8.3.4 pytest-qt==4.4.0 pytest-xdist==3.6.1 python-dateutil==2.9.0.post0 @@ -64,27 +64,27 @@ pytz==2024.2 PyQt5==5.15.11 PyYAML==6.0.2 requests==2.32.3 -ruff==0.6.8 -scanpy==1.10.3 +ruff==0.8.1 +scanpy==1.10.4 scikit-learn==1.5.2 scipy==1.14.1 seaborn==0.13.2 session_info==1.0.0 -setuptools==75.1.0 +setuptools==75.6.0 six==1.16.0 stack-data==0.6.3 statsmodels==0.14.4 -stdlib-list==0.10.0 -sympy==1.13.3 +stdlib-list==0.11.0 +sympy==1.13.1 threadpoolctl==3.5.0 -torch==2.4.1 +torch==2.5.1 torchnmf==0.3.5 -tqdm==4.66.5 +tqdm==4.67.1 traitlets==5.14.3 typing_extensions==4.12.2 tzdata==2024.2 -umap-learn==0.5.6 +umap-learn==0.5.7 urllib3==2.2.3 -virtualenv==20.26.6 +virtualenv==20.28.0 wcwidth==0.2.13 wheel==0.44.0 diff --git a/tests/conftest.py b/tests/conftest.py index 88adb8e..eedde9f 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -8,8 +8,7 @@ from paste3.napari.data.ondemand import get_file -test_dir = Path(__file__).parent -input_dir = test_dir / "data/input" +test_dir = Path(__file__).parent / "data" @pytest.fixture(scope="session") @@ -17,8 +16,8 @@ def slices(): slices = [] for i in range(1, 5): # File path of slices and respective coordinates - s_fpath = Path(f"{input_dir}/slice{i}.csv") - c_fpath = Path(f"{input_dir}/slice{i}_coor.csv") + s_fpath = Path(f"{test_dir}/slice{i}.csv") + c_fpath = Path(f"{test_dir}/slice{i}_coor.csv") # Create ann data object of each slice and add other properties _slice = sc.read_csv(s_fpath, dtype="float64") @@ -65,7 +64,7 @@ def intersecting_slices(slices): def slices2(): slices = [] for i in range(3, 7): - fpath = Path(f"{input_dir}/15167{i}.h5ad") + fpath = Path(f"{test_dir}/15167{i}.h5ad") _slice = sc.read_h5ad(fpath) slices.append(_slice) diff --git a/tests/data/input/151673.h5ad b/tests/data/151673.h5ad similarity index 100% rename from tests/data/input/151673.h5ad rename to tests/data/151673.h5ad diff --git a/tests/data/input/151674.h5ad b/tests/data/151674.h5ad similarity index 100% rename from tests/data/input/151674.h5ad rename to tests/data/151674.h5ad diff --git a/tests/data/input/151675.h5ad b/tests/data/151675.h5ad similarity index 100% rename from tests/data/input/151675.h5ad rename to tests/data/151675.h5ad diff --git a/tests/data/input/151676.h5ad b/tests/data/151676.h5ad similarity index 100% rename from tests/data/input/151676.h5ad rename to tests/data/151676.h5ad diff --git a/tests/data/alignment_given_cost_matrix.npz b/tests/data/alignment_given_cost_matrix.npz new file mode 100644 index 0000000..a93679e Binary files /dev/null and b/tests/data/alignment_given_cost_matrix.npz differ diff --git a/tests/data/center_NMF.npz b/tests/data/center_NMF.npz new file mode 100644 index 0000000..46d445f Binary files /dev/null and b/tests/data/center_NMF.npz differ diff --git a/tests/data/center_alignment.npz b/tests/data/center_alignment.npz new file mode 100644 index 0000000..837a5f1 Binary files /dev/null and b/tests/data/center_alignment.npz differ diff --git a/tests/data/center_ot.npz b/tests/data/center_ot.npz new file mode 100644 index 0000000..68f27a5 Binary files /dev/null and b/tests/data/center_ot.npz differ diff --git a/tests/data/input/center_slice.h5ad b/tests/data/center_slice.h5ad similarity index 100% rename from tests/data/input/center_slice.h5ad rename to tests/data/center_slice.h5ad diff --git a/tests/data/cmd_line_center.npz 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b/tests/data/input/H_intermediate.csv deleted file mode 100644 index 516beb7..0000000 --- a/tests/data/input/H_intermediate.csv +++ /dev/null @@ -1,15 +0,0 @@ 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b/tests/data/input/Y.csv deleted file mode 100644 index f3ff86a..0000000 --- a/tests/data/input/Y.csv +++ /dev/null @@ -1,2002 +0,0 @@ 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diff --git a/tests/data/input/center_slice1_pairwise.csv b/tests/data/input/center_slice1_pairwise.csv deleted file mode 100644 index 935466c..0000000 --- a/tests/data/input/center_slice1_pairwise.csv +++ /dev/null @@ -1,254 +0,0 @@ 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diff --git a/tests/data/input/euc_dissimilarity.csv b/tests/data/input/euc_dissimilarity.csv deleted file mode 100644 index 4d4c40c..0000000 --- a/tests/data/input/euc_dissimilarity.csv +++ /dev/null @@ -1,251 +0,0 @@ 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diff --git a/tests/data/input/gene_distance.csv b/tests/data/input/gene_distance.csv deleted file mode 100644 index 98751fe..0000000 --- a/tests/data/input/gene_distance.csv +++ /dev/null @@ -1,254 +0,0 @@ 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diff --git a/tests/data/input/glmpca_distance_matrix.csv b/tests/data/input/glmpca_distance_matrix.csv deleted file mode 100644 index 5b3eb34..0000000 --- a/tests/data/input/glmpca_distance_matrix.csv +++ /dev/null @@ -1,252 +0,0 @@ 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diff --git a/tests/data/input/joint_matrix.csv b/tests/data/input/joint_matrix.csv deleted file mode 100644 index 54b8600..0000000 --- a/tests/data/input/joint_matrix.csv +++ /dev/null @@ -1,2001 +0,0 @@ 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diff --git a/tests/data/input/sliceA_X.csv b/tests/data/input/sliceA_X.csv deleted file mode 100644 index 1fd20c8..0000000 --- a/tests/data/input/sliceA_X.csv +++ /dev/null @@ -1,252 +0,0 @@ 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diff --git a/tests/data/input/sliceB_X.csv b/tests/data/input/sliceB_X.csv deleted file mode 100644 index ea2f6b7..0000000 --- a/tests/data/input/sliceB_X.csv +++ /dev/null @@ -1,265 +0,0 @@ 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diff --git a/tests/data/input/slices_1_2_pairwise.csv b/tests/data/input/slices_1_2_pairwise.csv deleted file mode 100644 index 630d89f..0000000 --- a/tests/data/input/slices_1_2_pairwise.csv +++ /dev/null @@ -1,254 +0,0 @@ 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diff --git a/tests/data/input/test_ortho.npz b/tests/data/input/test_ortho.npz deleted file mode 100644 index 02a3c1d..0000000 Binary files a/tests/data/input/test_ortho.npz and /dev/null differ diff --git a/tests/data/line_search_partial.npz b/tests/data/line_search_partial.npz new file mode 100644 index 0000000..e48e5d1 Binary files /dev/null and b/tests/data/line_search_partial.npz differ diff --git a/tests/data/match_spots_using_spatial_heuristic.npz b/tests/data/match_spots_using_spatial_heuristic.npz new file mode 100644 index 0000000..e266214 Binary files /dev/null and b/tests/data/match_spots_using_spatial_heuristic.npz differ diff --git a/tests/data/norm_and_center_coordinates.npz b/tests/data/norm_and_center_coordinates.npz new file mode 100644 index 0000000..1049400 Binary files /dev/null and b/tests/data/norm_and_center_coordinates.npz differ diff --git a/tests/data/output/H_center b/tests/data/output/H_center deleted file mode 100644 index 450b05f..0000000 --- a/tests/data/output/H_center +++ /dev/null @@ -1,16 +0,0 @@ -,GAPDH,UBE2G2,MAPKAPK2,NDUFA7,ASNA1,CLASP1,INAFM1,MCL1,AP1G1,SEMA3B,GGA1,VDAC1,RBMS1,SLC25A10,FKBP1A,AKT2,ID3,COX6C,DAAM1,VAPB,BOD1L1,KCTD12,AATF,WDR1,DDX52,NENF,LMAN1,COL6A3,TPT1,ENO1,C4B,C12orf57,TUBB,H3F3A,NQO1,PLGRKT,NADK2,ISYNA1,CD44,METRN,KRT7,FLNB,MSL1,NBR1,CAV1,NAA15,CREBZF,CDK16,NIN,APOA1BP,OAZ1,FAM129A,SUB1,ACTN4,SLC40A1,CCT4,ALKBH5,H2AFJ,USP53,RPL13,CAST,UQCR11,THEM6,MYL9,NUDT16L1,IFI6,STX12,HIST1H2AC,SMARCD2,HSP90AB1,NARS,TOMM20,DDX3X,CARD10,MORF4L2,FMOD,RAB11FIP5,IDS,SRP54,LGALS3BP,IGFBP7,HNRNPH1,RTFDC1,CXCL12,RAE1,DCTN2,C7orf73,PARK7,PPIP5K2,GRAMD1A,RAB7A,TMEM261,NCBP2,UBAC2,FMNL3,CTTN,ATP5L,FBXW4,PABPC1,RP11-345J4.5,SNF8,ATF7,SMAD4,ANP32B,MAD2L1,NELFE,HNRNPA1,BCCIP,LGALS1,SLC25A3,FKBP10,RABAC1,EPB41L3,PTP4A2,RPL30,HSD17B12,MRPL19,APOD,KIAA1671,TBL1XR1,HPN,GSTO1,ACTB,VANGL2,C20orf24,SAMD4B,MBD2,LSM5,VAPA,ADAM10,ERO1L,TKT,SLMAP,BAG5,UBR5,AEBP1,SEPHS2,HNRNPLL,FAM213A,MAF1,CASC3,IMPDH1,TMEM25,CPD,ZNF428,KDSR,LRRC26,SRPRB,C4A,NDUFC2,MGP,ORAI3,RPS21,MARCH5,CIB1,ITGA2,MRPL37,ACBD6,MIF,SFRP2,SQSTM1,PSMB1,WDR11,RPS5,LMCD1,NDUFB9,ATRAID,S100A11,C1R,C9orf16,ENAH,MGAT4B,PMM1,UBE2M,CALM2,VMP1,RPL36,SNRPD2,PTPRF,FAM129B,CLDN7,TSEN34,DDX39A,NAT10,EMG1,SNX2,UBE2D2,MFSD12,NR2F2,RNF10,PSMD3,KRT17,HLA-A,NDUFS2,HSPA8,EEF1D,SPCS3,MAML1,CD63,USP9X,RPS2,UBE3A,LGALS3,C5orf15,EEF2,S100A10,MDH1,WIPF1,SLC35F2,DAG1,LRP11,SEC24A,HIST2H2AA4,VKORC1,SH3GL1,PGRMC2,TMEM147,DPY19L3,YY1AP1,SRCIN1,ARF4,ADGRG1,POSTN,CTNNA1,IL13RA1,SPTBN1,RPL10A,CD68,MED29,DEGS2,IRS2,UBR2,CHD8,PURB,HERPUD1,POLR2J,ATF4,HNRNPU,ICMT,NME3,HNRNPL,SUSD3,RPLP2,JDP2,MOB4,SLC25A6,PDCD4,PPP1R2,ITCH,PHYH,COX4I1,SLC30A6,FAM13B,EFNB1,SSR3,COLEC12,SLC2A4RG,ARMCX3,LRRFIP1,GNAQ,RPL38,SELK,TAP1,NSFL1C,EXOC4,KMT2B,SERINC3,C1orf122,NBEAL1,EIF2S2,EMC8,ZFP36L2,NCOA7,DAP,MPST,SPINT2,SMC1A,GSPT1,UBE4A,AKAP9,EPHA1,RAD9A,CDS1,MUC1,AUP1,ROMO1,ACP5,CNN3,CCDC53,XBP1,MXRA8,PKIG,RNF130,SOX4,DESI2,MGAT4A,CSTF3,MTRNR2L1,CREB1,GLI3,MKLN1,LASP1,RPL3,SMIM22,RPL8,ECI2,TECR,SYPL1,CERS6,CHMP4B,SRI,RB1CC1,ACOT7,RPL7A,SRSF2,TPM4,CUL7,SH3GLB1,STOML2,DNAJC3,RHOC,RPL14,CCT5,TMCO1,PTMS,SYT7,UBE2D3,SCD,JUP,PRKCI,FAM63B,MCCC2,SGSM3,MSI2,KLF3,ADCY3,SYTL4,GID8,SH3KBP1,RWDD4,YIPF2,CAPNS1,LRRC75A,PFDN5,PAK2,BBIP1,STK11,SEC22C,NFYA,IGF2,HEATR3,SCAND1,FNIP1,ZNF195,RPS8,PKNOX1,RPL35,HNRNPH3,SHC2,SYNGR2,KIF22,ANKFY1,ERRFI1,RPS24,MAPK13,PTK7,H1F0,RPL31,ST13,TSNAX,SHFM1,ZBTB45,TMEM14B,EPC1,VDAC3,PTDSS1,MYL12A,BSG,LAMP2,ZNF561,MFN2,MCAM,ATP5G3,TNFSF10,ADIRF,NPIPB11,DDR1,CCNI,DYNLT1,ESR1,FBXW5,PTEN,PAIP1,SERINC1,EIF5A,CCS,RANGAP1,ZFR,USP33,ANTXR2,PPP1CA,ITGA1,PTGES3,DDX60,TFF3,HLA-E,ACSS2,PSMD5,IVD,PRSS23,LMNA,GPRC5C,ERI3,NDUFS1,HLA-C,LGMN,ACADM,CDH3,MMP2,CYC1,CORO1B,ARPP19,HTATIP2,TGFBI,APEX1,MRPS9,SUMO1,RPN2,TCTN3,OS9,RPS18,RPL37A,GBAS,ZNF90,RIOK3,SHC1,RRBP1,CITED2,CALR,PPP6R1,TSPAN13,OSGIN2,EXOSC7,PGK1,F11R,RPL19,SSR2,PGP,IER2,SCAF11,AZIN1,HLA-B,BFAR,API5,C1RL,RPS7,COG2,NME4,DNAJC16,PPP1R12C,MRPL24,RAP2A,SENP2,HIPK1,CREBL2,PET100,ADRBK1,ST6GALNAC4,PRRX1,OSBPL2,SAMHD1,TOMM7,DNAJB12,CFL1,SRPX,HGSNAT,VPS53,NPEPPS,MKKS,ACTR3,MOGS,CD276,POLR2I,KIAA0196,RPL37,TOMM40,GTF2F1,SULF2,TSPAN14,PEX1,RNF168,FAM162A,SRSF11,MLF2,NUMB,GOLM1,ZNRF2,TP53INP2,WAC,NAV1,CLIC6,TANK,GNB2L1,GLO1,LRP3,ENDOD1,CXXC5,SFT2D1,CCDC85B,RTN4,MRPL12,ASB13,ADI1,SRRM1,COX6A1,ARPC1A,WIZ,RARRES3,EIF4E3,PTPRC,AIFM1,ZMYND11,HLA-F,EXOC3,EIF1,TMEM63B,GRINA,TEX264,PHB2,TMEM59,DAXX,UBE2B,KRT5,PTRF,COX7B,BCR,TRA2A,YDJC,SERPINA3,BOD1,LYSMD3,HTRA1,GNAS,KRT18,RPL24,DAZAP2,CTSB,C11orf96,HMGCR,CD46,ANKLE2,SERPING1,VCL,GALNT2,CTBP2,SSR4,CMTM4,TSPO,MMP14,TAOK1,WWP2,ZFP36,FAM210B,CXADR,STK38L,CHMP4A,SIGMAR1,MRPS21,EML4,ATXN2L,HSPB1,CAMSAP2,GAR1,SRSF5,ELMOD3,SPARC,SDF4,ALG2,COL12A1,IPO5,NBPF26,COL4A1,NDUFA11,ARHGEF12,PXYLP1,EFR3A,RNF114,PPCS,RPLP0,RAB13,NDUFB4,SUMO3,THBS1,STT3B,SNX13,FAM214A,RNF139,VOPP1,TTC8,NPIPA5,C1QA,OLFML3,PRCP,TRIM28,NDUFB7,TIMM17B,CD74,GTF2H1,UPF3A,EPHB3,ARHGEF3,PCNXL3,TPSB2,OPTN,VEGFB,KIAA0100,STARD3,ZNF787,TFG,MINOS1,EGR1,ATP5EP2,GTF2IRD2B,MTHFD2,COX5B,RSPRY1,IFITM3,TP53I13,SETD5,ASF1A,EIF3K,CFD,RIC1,MYC,RGS3,UBB,IMPA2,RAB11FIP3,EIF4G2,WBSCR22,FCGRT,PEX19,SLC35B2,CRKL,COG7,RPS19,TYMP,MGST1,LLPH,SNRPB,C11orf31,LGALS8,FAU,PLEKHS1,FAM193B,MAPKAP1,YWHAB,TNFRSF12A,ADAM9,AR,USF2,PRRC2A,ATP1A1,NDUFA2,SMNDC1,NDUFAB1,DSTN,DAPK3,NIT2,TFB2M,TXNIP,EIF3D,QSOX1,SON,POGK,RPL36A,PKP3,CENPF,WDR61,TPM1,SIRT2,ARPC1B,C5orf63,MAL2,MPZL1,ATP6AP2,ARPC3,EIF3H,JMJD6,ANXA2,TIMM23,EIF3E,IER3,ANKH,TAX1BP3,MARCKS,RERE,UBTD2,FCGR3A,WDTC1,BHLHE40,CLEC3A,RPS29,SLC7A5,MFSD7,RPL10,RNASET2,SSNA1,MAP1LC3B,NDUFA13,RPL11,SEL1L,FLAD1,ECH1,PTMA,GCSH,RNF7,PCNP,MED24,G2E3,EMD,NEO1,SERINC2,PTP4A3,CCDC23,TMEM181,JOSD1,COPG1,TMEM14C,STAT5B,RPS27A,PNPLA4,COL3A1,INHBA,RP11-347C12.1,NUP155,TSN,UHRF2,NDUFA1,RTCB,RPS27,MMP24,YTHDC2,ST14,RPS12,RPL41,SLC38A10,SH3BP5,RNF213,COL5A2,ARHGAP40,RPS3A,PHC3,PEX16,DLGAP4,CNST,KTN1,ATG7,CYHR1,DENND4B,PLA2G16,PTBP3,GHITM,CIAPIN1,PLOD2,GAS1,TGFBR1,NUBP2,IL1R1,RDX,ANKRD30A,PTER,IRX5,YARS,ZMYND19,GRHPR,SATB1,RPL23,TFE3,VPS41,PRDX5,BLOC1S1,LMF2,SSBP3,FXYD3,PTPN18,TMED2,GPATCH2,ATP9A,P4HB,EIF3F,PGRMC1,EVA1B,PCOLCE,ERO1LB,COPS8,CBWD7,PSAP,RNF19A,P4HA2,GPX4,MARCKSL1,CCDC124,DHCR24,DHCR7,PMF1,ARHGAP35,FAM65A,FN1,WDR43,REPIN1,SNRPE,EPHX1,TJAP1,CD53,SOAT1,PRMT1,SCCPDH,SREK1IP1,MAGEH1,RBM6,PPP4C,RCAN1,SLC9A3R1,QRICH1,PLEKHB2,TMEM41B,MYH11,OCIAD1,DERL1,SCAMP2,SCGB3A1,KLHDC10,MDM4,WWC1,CNPY2,PLEKHF2,CHCHD2,DCN,CERS4,CLPTM1L,TMEM33,SLC35F5,MFAP2,RPL26,MTRNR2L12,OLA1,STARD3NL,RRP36,PLEKHA8,VRK3,ZNF426,F2R,MTPN,PAFAH1B3,PPP2CB,SLC35F6,ISOC2,OTULIN,GPX1,KRR1,HLA-DPB1,HMGN1,WARS,NPIPB4,RPS28,AGR3,CHMP1B,SNRNP70,C14orf119,ZNHIT6,KATNA1,NCOA1,TRMT10C,CMPK1,SND1,LAMP1,RAP2C,ZNF721,MED16,DCAF4,RPLP1,UBL5,SLC9A3R2,YWHAQ,MOB1A,STAU2,CALD1,PARD3,TXNL1,B2M,AP2S1,IGFBP4,TADA2B,PAFAH1B1,NET1,CS,MAP2K2,TMA7,PRDX2,SNX1,COL18A1,FYTTD1,ELF2,NUP107,AC074033.1,MKI67,BRD8,ARHGAP1,MRPL54,SAFB,SH3BGRL,SLC25A36,INF2,IGLL5,SH3BP1,COPZ1,COPE,ATP6V0D1,SDHB,PAK4,YY1,DEDD2,RPS9,COMTD1,FEZ2,PRPF31,GGT6,SPDEF,TMSB4X,TRAF4,PDLIM7,CRABP2,GRB7,EEF1A1,C4orf3,MLPH,C1S,LY6E,PKM,TOMM70A,PFN2,CPNE1,CPSF3L,HNRNPF,SLC25A39,CPNE3,MYLK,AES,GNPTG,UBTF,DHRS4L2,SIVA1,UBE3C,SFXN1,STC2,HIC1,UBC,SLC35A4,ALG13,ANKRD40,CYCS,ESYT2,MAOB,G6PC3,ZNF320,IFNGR2,SARAF,BTF3,MPND,WSB2,ALDOA,ARHGEF1,CLASRP,SLC25A38,PABPN1,THUMPD1,GEM,EIF3CL,CANX,LAPTM4A,RARRES1,TPM2,PAF1,LSM12,HSPA1B,IL17RC,MRPL3,EPAS1,TMEM205,PRRC1,COPS4,UNC45A,VEGFA,TUBA1A,PQLC1,POM121C,LRRC32,APOPT1,IGFBP5,ELAVL1,UGP2,LSM4,DNM1L,NBPF19,MYEOV2,SYNPO2,LAPTM5,A2M,ISG15,EPHB4,RPS14,CD24,MMP19,TTC3,ODF2L,IMMT,TMEM64,ZNF532,MDK,CWC15,CTHRC1,CISD3,TFCP2,MRPS11,SNW1,ZNRF1,EI24,DHX30,FURIN,KHDRBS1,CTSK,ANP32A,LSM14A,CAPRIN1,KEAP1,GLYR1,SMPD1,TALDO1,TM2D2,TUBG1,LRP1,PTP4A1,HLA-DRB1,VPS51,EZR,CTNNB1,AGL,DNAJB1,MZT2B,GRHL1,SLK,SERPINF1,NANS,HSPE1,ACACA,ATG16L1,MRPL45,RIC8A,AP2A2,SCARB1,THY1,TUBA1B,MFSD1,PWWP2B,FAM195B,ENSA,ANKRD10,NDUFB6,TMEM9B,SMIM15,HAT1,CLMN,SDC1,RNF121,ABCB8,PBX1,TM9SF3,MKNK2,MSMO1,CBX6,GPNMB,HMGB1,VPS26B,JUNB,GGT1,ASPN,CORO1A,TUBGCP5,SIPA1L3,C1QC,RBM17,CDC6,NBPF11,SETD1A,C17orf62,NOTCH2,SYF2,SNX9,RPL23A,PPP1R13L,DERL2,TMBIM6,TMEM45A,S100A6,CMAS,NUB1,MYOF,ISCA2,ARVCF,PXDN,AGGF1,ELOF1,GATAD2A,TAF1D,ZFAND5,DGCR6L,TMED7,PHF20L1,LDHA,NVL,TAGLN2,ARHGEF16,ZFP36L1,CDC42,ARL16,CYB5R2,DDAH2,STARD10,ACAT1,TMEM121,RP11-231C14.4,TSKU,ASH1L,CD9,WBP11,RAD23B,GSTM3,MSH2,TAPBP,SEC11A,PNN,DYNC1LI2,C4orf48,NT5C3B,ARL6IP5,ASB6,CKAP4,ADSL,VAV2,AC012005.3,RPL18,EDF1,SRSF6,COX8A,C1orf21,SLC7A2,CREB3L1,NFKBIZ,SULT1A1,CHMP3,NCK1,PFKFB3,ARPC2,NFKB1,TIMM50,THSD4,FRMD8,TRAPPC6A,DCK,POTEF,RPL39,CAP1,MALAT1,NDUFAF6,SLC30A5,MAEA,CD320,LAMA2,TMEM248,HOXB2,PSENEN,ADAM15,SRP9,TNRC6B,GTF2I,PIP4K2B,FAM195A,GDI2,NDUFS7,CRLS1,DPYSL2,RPL6,FXYD5,PRDX6,CCND1,ACADVL,HSP90AA1,RNF220,CNN2,TNRC6A,CFLAR,RPS15,SHKBP1,STAT1,NIT1,HIBADH,AUTS2,ADAR,GABARAP,ESRP1,CACFD1,ERH,PGAP3,SELPLG,PROM2,PCYOX1,CPSF6,NDUFA10,SNTB2,ATRX,GOT2,ELMSAN1,PKP4,NAAA,NECAP2,TWSG1,RPL4,RAB1B,TAF11,ARHGDIA,RAP2B,EIF4A3,MAGEF1,AAR2,CTSF,NPM1,NSDHL,PLEKHA5,SLC25A24,VCAN,WDR34,ARID5A,CSDE1,KRT19,OSGEP,NCOA4,UBL3,CBWD1,NUDT9,RPS3,PSMB9,FUBP1,SULF1,MVP,IL10RB,CYP1B1,GOSR1,STK17B,RPL18A,DPP9,CTPS2,PPP1R1B,THADA,PSMC4,PHKG2,CD55,CAPN2,ACSL1,SERPINE2,FLNA,HNRNPD,KIF5B,TCF4,COPB1,TNC,RPN1,MDH2,TMEM134,OAT,VMA21,CDK12,PPAP2C,CUEDC1,TM9SF2,CCNG2,ARMCX6,FUBP3,C15orf40,GSE1,GOLT1B,FCF1,SLC2A1,RBMX,STX4,RAB8A,MYO1B,HIPK3,PRLR,CNOT7,NPIPB3,NUFIP2,FKBP4,BNIP3L,ARF1,AC113404.1,MESDC1,TMEM126B,EDEM1,PSMD4,SEC31A,H2AFZ,CREB3,SRP72,FAM21A,TRMT112,ESD,AEBP2,MCOLN1,CDC25B,TSTD1,POTEE,NDUFA12,DAP3,LSR,COX5A,UBA52,NEBL,ADGRE5,SRSF7,AKTIP,MANBAL,TMEM141,WIPI2,ADNP,WSB1,FADS2,ACTN1,TCF12,AURKAIP1,PHLDA2,MAN1A1,COTL1,LDLRAD4,MRPS36,PAPOLA,ACAP2,PRR15L,FAR1,UTP18,CISD2,ZHX2,UBE2L3,SYAP1,CLPTM1,CNOT2,SEC11C,FTL,LRP10,C1orf64,MAN1C1,RPL27A,BTG1,SERINC5,EML3,DNAJB9,ARFIP1,AC010642.1,TMEM106C,IMPAD1,SDCBP,SERP1,PRRC2B,SHISA5,ANKRD11,CALU,HNRNPA2B1,AGR2,NDUFC1,MBOAT7,CNOT6,NSD1,GABARAPL2,NUDC,TUBB4B,PAIP2,RPL9,NHP2L1,BAZ2B,APLP2,ARHGAP5,PITRM1,EHD4,RIPK1,ATP5E,PHF21A,SEMA3F,BCAP31,BTG2,CARHSP1,MEPCE,CSNK1A1,CYTH1,NCL,LRP6,PSCA,RBM3,SCNM1,HMGA1,ERGIC1,CHPF,NOL7,FAM178A,MTG2,RPL29,PPM1B,CCDC84,PPL,MAFB,MBD4,RPL21,NOTCH1,RPS23,C17orf96,COX7C,TNFRSF1A,MTRNR2L6,CBX3,SARNP,DPM1,RPL36AL,THBS2,RFC4,SLU7,ZNF598,XRCC5,ELN,ATP6V0B,UQCRH,LCMT1,LAP3,RPL22,LITAF,BATF,TCEA1,CTSD,FAM174A,ATPAF1,PRICKLE1,TCF7L2,LTBR,MITD1,COL1A2,PIGO,RPS10,UBXN6,RABEP1,TRIO,ZBTB7B,MRPL28,AHCYL1,STK3,RAB28,GYPC,RRM2B,TGFBR2,RGL2,ADSS,QKI,SUCLG1,SLC25A5,RAP1A,DDX23,NFIC,MAP3K5,RER1,PSME4,ZYX,BCL2L11,FAM207A,SAP30,TOR1AIP2,CASC4,CRTC2,LPGAT1,DDX17,PRPF19,KLF6,GSK3B,TRIM26,IGF1,ATP5F1,SPARCL1,PLIN3,YWHAZ,GNG11,ERBB3,PLXNB2,UBLCP1,NAA38,SPCS1,FRZB,SEC24B,MAST4,ENY2,CHP1,ALDH4A1,RTN4RL1,RPL28,PA2G4,PTOV1,RWDD1,MMS19,ARL4C,NAA50,TNIP1,RAN,B4GALT1,SLC35E2B,HPS1,BBX,RPL34,SAT1,CLN3,PRKAR2B,YES1,DYNLL2,SRSF3,CST3,MTDH,HSPA1A,YME1L1,FDPS,COX17,ELP2,SMIM11,TRNAU1AP,KLF10,DNAJC8,MRPS35,RBPMS,C3,TUBB3,HDLBP,NIPAL2,FBXO7,NPM3,AGO2,PSMB3,CAPZA2,CD81,OSBPL8,ELMO3,SERBP1,SLC16A2,FAM50A,ZNF740,APRT,ATP2C1,UAP1,USP34,TIAL1,AP2M1,CREBBP,MBNL2,S100A14,TRIOBP,TMED9,ANK3,ARL3,ANO1,CSE1L,LIN7C,HNRNPA3,AP1S2,ATP2A2,MRPL57,CPTP,GIT1,TMEM41A,EIF4H,LACTB,PEBP1,SEP15,CCNL1,POLDIP3,SOCS7,STXBP5,ERLIN2,GAS2L1,ATF6,NPC2,GLB1,CLDN11,POMP,XRN2,TAX1BP1,CRIP2,HIGD2A,WTAP,TMED4,NACA,ITFG1,GALNT6,SLC17A5,ITFG3,TUFM,CLCN3,SEPT2,STK39,TMEM208,DRG2,TMUB1,FH,MAVS,MCM3,NUTF2,GTF2H5,GNA13,GALNT10,PMEPA1,RGS5,SERTAD1,ZNF706,RXRB,MON2,TGFB2,STX3,PDLIM5,SIDT2,RPL12,SIPA1L1,PPA2,TIMM10,TMSB10,FAM92A1,TMCO4,EFEMP1,PPAPDC1B,TMED10,COL5A1,HNRNPK,PFN1,DEAF1,ADIPOR1,FNIP2,PACS2,ACSS1,RHOG,C14orf2,JTB,HTRA3,LSM3,IL4R,GPRC5A,PARP14,SMG7,PSMC2,GAK,EBF4,CKLF,RRM1,SCAF4,ARFRP1,RLIM,OAZ2,NUDT16,PPIE,SET,ZNF281,PDIA3,PFDN2,PLEKHO1,XAB2,ERBB2IP,PIGT,YKT6,EIF4G1,TUSC3,VCP,GPR137B,SRC,RCN2,ABCF1,CCDC152,TAF2,FUNDC2,MFGE8,TXNL4A,FTSJ3,CPOX,KRT8,XRCC6,XPOT,GFM1,CCNG1,GNB2,AKT1,SOX11,PHC2,DBT,PIP,TIPRL,RNF126,PKD1,P3H4,COX20,ST5,S100A13,HDGFRP2,ECM1,LYPLAL1,ITM2B,NRBP1,FLYWCH2,EID2,PLP2,SLC39A6,MRPL42,BLMH,PSMA2,TMEM87B,CUL3,USP15,WDR18,DUSP6,ZSCAN18,PPIA,TMX1,RPL7L1,TNFAIP2,CTSZ,GOLGA5,GGCT,PERP,SRSF8,CSNK1E,C19orf53,ASAH1,ETS1,RNF11,MLF1,CIRBP,HNRNPUL1,EIF3B,CACYBP,NTPCR,C1orf198,SERF2,SLC39A1,ARL6IP1,GTF2H2C,ANXA5,FADD,COX7A2,HAGHL,PSME1,CYB5A,MLLT4,ETNK2,SNRNP27,UGGT1,ETF1,SF3B3,XIAP,SMIM20,ABHD12,LIMK2,LRRC15,SDHA,PGAM1,COPA,MRPL17,MBD3,RIN2,CBFB,AFF3,NFE2L2,DUSP23,SRRM2,BLOC1S2,SORD,ARL6IP4,KLHDC9,FAM3C,NBL1,PDIA4,IDH2,BAMBI,HUWE1,ADAM12,TOR3A,UBAP2L,FEM1C,DPH3,PPA1,PTBP1,RHOB,PDGFA,DPF2,JMJD1C,SPPL3,EMB,ALCAM,LRBA,DEF8,CELF1,PYROXD1,PLEC,SLAIN2,KPNA3,CSTB,CCT2,HTT,CBWD5,OGDH,SLC1A4,PCNA,PTPRA,TMEM230,TOR1B,PIK3R2,APEH,VASP,FOXA1,MTA1,KIAA1467,USMG5,COL15A1,NNT,RBM5,SLC39A3,SGK1,ANXA1,WEE1,PRKAR1A,TRAM1,TLCD1,SPG21,C12orf10,NOL6,HELZ,UROS,BRD4,UQCRC1,CORO2A,TFAP2C,TIMP3,WIPF2,SNX18,TIMM10B,PSMD8,MARCH7,PPP3CA,PAPSS2,ADCY6,CBWD2,COX18,DUSP14,FBRSL1,NAP1L4,ELOVL5,HEBP2,RSL1D1,NAA30,ARHGEF11,SLC35C2,NFS1,PLAU,RABL2A,ITGB1,DUT,FGL2,HOXB3,GDI1,RALGPS2,TMEM63A,PITPNB,SLC38A1,TMEM258,PCBP1,MESDC2,ATF5,EHBP1L1,SH3PXD2B,CDK5RAP2,SOD1,COMMD3,SMAD7,POGZ,RABL6,MARCH6,PRDM1,RSL24D1,XPC,SIRT1,TARS2,TGFB1I1,SHROOM1,NADSYN1,POLR1D,RAPGEF1,CLDN3,GLUL,WIBG,FAM91A1,TXN2,KLHL22,MTRNR2L8,TPM3,HILPDA,MGST3,DDX5,CERS2,GNS,ESYT1,ANXA9,AP2B1,AIMP1,TMED3,GPC3,SETX,SNX5,PRKD3,BZW1,TMEM55B,PIK3C2A,SMEK2,C9orf89,RPS17,P4HA1,RPS15A,PYCR1,PANK3,CWC25,CSTF2T,PPP1R14B,CDS2,PREX1,CPEB2,CD37,RPS6,ITGAV,MT2A,RFK,PDP1,IDI1,PSMG2,RASA4,SEPW1,RPS16,ZNF704,TMEM165,PHKB,BRAT1,TIMMDC1,SDHD,PCSK7,RCOR3,BLZF1,DNAJC1,DPAGT1,PPP1R16A,PIGC,MRI1,MANF,SMEK1,UBE2K,HIF1A,PYGL,PDXK,ATP6V1A,HLA-DQA1,RP11-468E2.4,SLIRP,CECR1,AP1S1,SENP3,CDC123,TMEM43,RAD54L2,TRIM56,IREB2,LATS1,NR2F6,RARA,PCGF2,HLA-DMB,UCKL1,BIRC2,COPS7A,TTYH3,PEX3,BCS1L,ABCD4,EFTUD2,KRTCAP2,MICA,SDR42E1,TOP3B,KMT2A,COMMD1,NPIPB5,ARHGAP12,IRAK1,SPAST,UQCRC2,ALG12,MRPL4,MYO9B,DPYSL3,LRCH4,RPL15,ACSL3,NUDT3,RAB32,PPP6R3,MED25,GTPBP4,MRPL33,NAP1L1,BGN,ASAP1,FGFR1,SUCLG2,FAT1,VTCN1,PPOX,FZD1,FGFR1OP2,SLC25A1,GRSF1,DNASE2,ARHGDIB,ATP8B2,SELENBP1,RPS27L,PPFIA1,ZNHIT1,ATL3,SPCS2,DRG1,DUSP4,KLHL2,CCL5,MARVELD2,PBX2,CREB3L4,BLVRB,ATP11B,OAF,TFAP2B,SERPINA5,NCOA3,RRN3,C9orf91,TSTA3,MRPS25,GLTP,RHOA,TMEM203,PVRL2,NNMT,SLC39A13,TIMP2,CAPN1,ALAD,FAM136A,SDC4,COLGALT1,DYNLL1,JUN,SMG1,TOB1,H3F3B,ACAP1,SGCB,DGCR2,ATOX1,MRPL55,CLIC4,WDR83OS,PPIL1,SNRPC,TMA16,GTF3C1,GPATCH2L,TPD52,PRKCD,SLC25A32,STX10,FBXO3,ZBTB10,RDH10,EIF2A,TMEM135,DCAF11,TMEM39A,CTNND1,OSMR,HDAC1,MORC3,UBIAD1,AGTRAP,NOMO1,RUVBL2,C1orf43,COL1A1,STMN1,PPIG,IFI27,PRDX3,GIT2,UBR4,ERBB2,TLE1,ZHX3,IFI16,ZNF395,CTBP1,SP1,SETD2,TARBP1,WDR5,ALG3,ARID5B,TNPO1,KHSRP,EEF2K,MLLT10,PCNXL4,TMEM184B,FOS,CRBN,RHOBTB3,NFIA,TTC6,CIPC,MALSU1,IQGAP2,DHX15,RTN3,LMBR1,FBXL3,RDH11,RPS20,IRF3,SUPT5H,PTK2,MBNL1,HSPA4,SNX17,PI4KB,C19orf43,YIPF5,DCAF6,VWA1,EFHD2,PAPD5,AC006386.1,EXOSC10,ATP2B1,LTBP3,SLC38A2,MAPK1IP1L,MTMR6,CLCN7,APH1B,HMGB2,CDK1,NUAK1,MRC2,PTPN1,NAA10,UQCC1,IPO9,NFU1,SLC12A2,ANXA7,SLC7A8,SEC61A1,PRR13,NOL9,GATA3,CSRNP2,GIPC1,GALNT3,CEACAM6,CRTAP,TRIM5,TSFM,TDP2,NIPA1,ZBTB2,SEPN1,PIM2,MFSD10,TLE3,COQ9,UQCRQ,VPS33A,TM2D1,MYH9,OPA1,ADH5,IRX2,RAB5B,SHB,NPRL3,ARMT1,MKNK1,ZNF207,TNS1,NKTR,EXOSC5,CAPG,OPLAH,GRB2,PSMA5,APOE,FAM189B,TMED5,SLX1A,SPIDR,BAP1,SFPQ,CDC34,LCOR,SF3A3,SERPINH1,HMCN1,TMEM2,IGSF3,ATP5H,TNFAIP1,CDC37,MARK2,DYNC1LI1,KLF2,AKAP8L,BZW2,APH1A,SMS,QDPR,WWP1,ANKIB1,DNM2,PSMD7,ITGB6,EIF4A1,TRAF7,DCTN5,RHBDD3,WFDC2,CTSC,EOGT,TMCC1,KDELR1,TRPM7,PUF60,LRPAP1,ERF,ETFB,USP46,KRAS,NDRG1,SLC12A9,HINT3,BCL3,TMEM159,TMPO,PRRX2,SNRPB2,MYDGF,SEC23A,FBL,TCF3,PROM1,TSPAN4,PWP1,DAD1,PRKCDBP,VPS28,DPP7,PPP2R1A,DPM2,JCHAIN,PRKDC,PGM2L1,INTS1,CCM2,NOP56,ITGB5,SAR1A,ETFA,CXCL14,ZBED5,DVL3,MYL6,IKBKAP,MRPS7,CTSA,RBL1,AGRN,NDUFA4,BIRC6,S100A16,PLXND1,NCLN,SUPT16H,DYNLRB1,MXRA7,MAP3K2,PDHA1,SELT,CCDC91,SWI5,YIPF4,FKBP2,NME1,DNAJA2,ABHD11,FBXO32,MYL6B,C10orf32,HMOX2,PNRC2,RAI14,CAPZA1,PLTP,ZMYM2,NEDD9,TGM2,UBA1,TNPO2,ID2,LPCAT1,PRPF8,BCAS2,ACTG1,PLEKHM2,TBL1X,SPRYD3,EIF4EBP2,SQRDL,TNS4,GSR,GATAD1,TMEM14A,NOSIP,RANBP9,NDUFS4,ZNF638,ROGDI,PITPNM1,CLU,OCIAD2,COL10A1,PFDN6,ELMOD2,RELA,ALDH6A1,TMEM238,CST4,SSR1,ATP5O,HDAC2,AZGP1,HN1L,ATP5D,CHMP5,PLEKHJ1,TTC9,MIDN,CHTOP,CAPZB,ALG6,RPS26,MADD,PAPD4,TP53INP1,EHD2,PNPLA6,HECTD1,EAPP,TM4SF1,RAD50,VPS29,FUS,SELM,ANAPC5,S100A8,DUS1L,CLK4,MACF1,DCUN1D5,INSR,NUPL1,WDR59,GOLGA8A,CD59,MXRA5,NDUFB10,RAB2A,RAP1B,RSF1,VSTM2L,CMTM6,NHLRC3,CLDN4,MUC5B,FDFT1,TYROBP,EIF2S1,HLTF,CDC42BPA,SCNN1A,OSTC,RPL13A,LZTFL1,CLIC1,COMMD6,TJP2,MTX2,THRAP3,ZC3HAV1,PGLS,PHIP,GUCD1,EHMT2,BASP1,CHD9,TIA1,SBNO1,DDX19B,AAK1,NOMO2,FKBP15,PIK3IP1,TCEAL4,RBM10,POLI,PLA2G15,PDGFRB,APOL6,GPBP1L1,ZNF451,RAB3GAP1,SPNS1,TMEM263,EEF1B2,TBC1D15,HCCS,ANKRD36,EMILIN1,PPP1R37,SLTM,LMBRD1,TSC22D4,FBXW11,RPS11,RNF103,GBP1,ILVBL,KIAA1429,SOGA1,RALGAPB,ERMP1,NAPA,NCS1,SPTSSA,MRPS23,PUM2,STK17A,LTBP4,CD151,PDLIM1,VIM,RTCA,AXIN1,THOC2,RNF149,MCM7,MED17,MARVELD3,FOSL2,LNPEP,CHKA,RBM25,SLC35A5,WNK1,MYL12B,GPR143,LBH,IER5L,URI1,UPF1,DDX46,ATP2C2,ENG,SLFN11,GADD45GIP1,RPL5,PPP1CC,PIM3,ZNF264,ATP6V1C1,KLHDC3,CD6,PVRL4,RMDN1,CLOCK,S100A9,NCOA5,GTF2IRD2,TKFC,FNBP1L,FAM49B,CDC42EP1,PYCR2,CDH11,TMEM123,COA6,RANBP1,PPP1R12A,PES1,BST2,EIF5AL1,FKBP5,MIEN1,CDH1,FAP,AGT,ATM,KANSL1,DNAJC4,SLC39A11,YIPF6,UNC5B,MAZ,RABGGTB,MPV17L,SCFD1,UNC93B1,MRS2,DDOST,SMARCAD1,SGMS1,SUPT7L,DSP,SPPL2A,ISCA1,MSRB2,LETM1,LSM7,RAB1A,MARVELD1,B4GALT3,METTL1,SLC35A3,RBBP6,PHF12,VAC14,HNRNPDL,RAB30,HINT1,STAT3,ATG3,KCTD20,C19orf52,ITGB2,WASF2,SDHAF2,RAC1,LOXL1,HADHA,EBP,NAGLU,MAP4K3,ZNF43,TCEB2,DNAJC10,LRPPRC,GOLPH3,MED4,HLA-DQB1,PARP1,POLR2E,STRBP,RBM39,CCDC71,ITGA3,ATP5A1,KDELR2,OSTF1,GRN,S1PR3,SGPL1,SEC61B,DIP2B,MED28,ABHD2,COL17A1,CEP70,ATP13A2,MICAL1,NINJ1,GLS,TRAPPC9,ABHD15,CNOT6L,VAMP8,SUMO2,EMP2,C19orf70,MID1IP1,SYNJ2BP,MINA,HDAC7,DCAF13,ARGLU1,UGDH,GNA12,PTTG1IP,DNAAF5,SEC13,MORC4,YAF2,NMT1,ZEB1,TGFB1,SP100,CYB5R3,SERPINB6,ZNF12,BCL2L1,FUCA2,MDM2,RCN1,PODXL,PRPF39,IGFBP2,KMT2C,HSPA5,SECISBP2L,FUCA1,LUC7L3,ZFP30,NACA2,ZBTB38,DYNC2LI1,NDUFB2,ERGIC3,PABPC4,POLR2H,DBNL,TBCA,CXCL17,SGK3,AP1M1,TBC1D10A,SLC4A2,PSMB6,ANAPC11,HP1BP3,CCPG1,LAD1,MEF2D,KDM5B,PSMB8,XRN1,GAA,ATP5C1,PIGS,UBXN1,PRICKLE2,STOM,C12orf49,MS4A6A,RPL32,GAS6,GSTK1,NFYC,SOS1,NDUFA8,UBXN4,CSNK1D,DNTTIP1,ATXN1,RETSAT,OGT,SMIM14,PYCRL,PDHB,DTNB,IFT43,TBX2,COMMD5,ERP29,FBXL5,ELL2,RAB4A,PVRL1,AKR7A3,SNX4,RPAIN,KRT81,POTEI,NOL10,HSD17B10,ANTXR1,PIK3R1,STX6,DTX3L,HK1,DDX18,NRAS,RBBP5,TIMM9,POLR3H,UCHL5,ZNF544,EIF2S3,POLR2K,ATPIF1,NIPSNAP1,QPRT,COMT,NPNT,CTSL,FEM1A,RNF167,MZT1,MTCH2,RAB22A,LMAN2,PNPO,BSPRY,RNASE4,FBRS,CD52,LRRC1,GUK1,KIF3B,DENND2D,EDARADD,TXNRD1,SF3B5,MAPRE1,POP7,SDHC,UBE2R2,ALDH18A1,MEX3D,ATP13A1,TCIRG1,PCBD1,CUL4A,GSS,SEPT7,EFNA4,ELF3,TBC1D2B,ARFGEF3,PARP2,MED15,CGGBP1,ZDHHC3,SFRP4,CALM1,C5orf24,RAB11A,MRPL51,LYPLA1,FIS1,MAP2K3,AMFR,FRS2,BABAM1,PFDN1,GCNT1,TAP2,NDUFA5,DTYMK,DCTN1,PSMB4,TMEM50B,DSE,SEC61G,STRAP,TMX4,AKAP11,CMC1,ORC3,SGMS2,NACC1,IGF2R,LONP1,NISCH,ANXA4,CCDC50,MYADM,HMGB3,MKL2,CHMP1A,TRPC4AP,GALNT1,CTSH,DENR,CHCHD10,GYG1,C19orf33,PAPD7,ORMDL3,C16orf89,SH3D19,RPSA,FAM120AOS,SCARB2,NAGA,LDOC1,HYOU1,CSRNP1,MYO6,GSN,SMIM7,TRIM41,PCBP2,ATP5I,BCAS4,DRAP1,SERF1B,LRRC47,CCNL2,LAMA5,BNIP3,EPHX2,PNP,PLD3,ROCK2,SPG11,PPP2R2A,GPR107,APMAP,DCTN4,TOLLIP,JMJD4,C5orf30,SRP14,DDX56,FCGR2A,RGS10,KIF13A,HERC4,LUC7L,SNRNP200,ATP1B3,NELFB,BTBD2,PRCC,UCP2,PANK4,SLC44A1,PNISR,PPDPF,ELF1,GANAB,DCAF5,HKR1,CLIP4,NFKBIB,VPS35,PRMT5,UCK2,DNAJC19,UQCRB,PHLDB2,BHLHE41,MLLT6,PDLIM2,USP47,HS6ST1,GDE1,LAMTOR1,RALY,TMEM167A,FBXO27,PUM1,KIAA1715,DYRK1B,NSRP1,RPL26L1,FUT8,LEO1,U2SURP,RPS4X,RPL22L1,DLST,ARAF,TM7SF2,SQLE,ARL5A,USP4,HACD3,COPS2,FAAP20,AK2,PPT1,PYURF,LGALS7B,TBC1D24,MRPS12,SIL1,LIMS1,EMC4,UBR7,TADA2A,HADH,C6orf48,RPRD1B,NEK7,PSPC1,ZNF106,KPNA6,NR2C2AP,PACS1,RAB10,GLRX5,PABPC3,MTMR12,KCNK6,MAPKAPK3,KIAA1522,SLC50A1,AHNAK,PTCD3,SMARCB1,ANAPC16,IRX3,SLC19A2,TMEM87A,GNG12,ATP6V1G1,SCAMP4,ZNF664,SSU72,SAR1B,SFSWAP,ADAMTS15,UBXN7,PDE12,ATP6V0C,GLRX3,ELK3,ECHDC2,COL6A1,ECE1,NDUFA3,CD164,TPRG1L,NFIB,HSPA9,MRPL20,CUTA,MAP7D1,ORMDL1,ARPC5L,PKIB,SPPL2B,DDX6,CDKN1B,APP,SURF1,SPIN1,SLC25A26,PPP3R1,DDRGK1,TCEB1,YBX1,ACTA2,MAP4,MRPL9,ZCCHC24,MBD1,FBLN1,FOPNL,PCMT1,RBM47,PSMA1,ZDHHC20,MSRB1,PTGDS,TXN,CAMLG,SNX3,MOV10,XPO7,GSDMB,FGG,HDGF,SEC24D,ZC3H15,KPNA2,HLA-DRA,CLK1,MED23,IER3IP1,TRMT1L,CYBRD1,ORAI2,COMMD4,CPSF3,TRIM27,SDC2,THAP5,E2F4,ERI1,KIAA0430,IDE,ATP5J,HACD2,ZNF263,CREM,NHSL2,CARS2,MMP11,TIMM13,COPB2,LENG1,COASY,TSC22D1,TMEM259,GOLGB1,TSPAN1,CASP2,BROX,H1FX,IKZF3,MNAT1,ARFIP2,JMY,PPP1R3D,CCDC6,PRDX4,NFIX,TPP2,ZNF33A,SMARCA4,EDNRA,TIMM17A,SYNE2,BAIAP2L1,RGS4,IQGAP1,ATP6AP1,S100PBP,PLOD1,TMEM65,LRRFIP2,ATP2A3,SP110,PCID2,ACTL6A,UROD,PKDCC,GALNT7,MCMDC2,ATP5B,HAX1,DOCK8,IP6K2,CTDSP2,SLC25A29,GLT8D1,MRPS17,MRPS6,MYO5C,ALAS1,MAT2B,NID1,SLC44A2,TMOD3,ABHD13,VKORC1L1,TAF13,RYK,ALKBH7,MFSD2B,LTBP1,CYR61,MAGT1,TMEM30B,NEU1,CPSF7,PC,TWF2,MAP4K5,CD2BP2,GPCPD1,CACNA1F,NAGK,UBE2L6,CSTF1,FAM8A1,KCNK1,ARL2,RPS19BP1,SLC4A7,HRSP12,LTB,BEX1,EWSR1,ACBD3,APOBEC3C,PHACTR2,SHARPIN,TRIB1,ICE2,CTDSPL,CDK2AP2,GLOD4,CDK11A,CES2,CALM3,OLFML2B,COL16A1,UBE2N,GPX8,ATP5G2,SAA1,CCT6A,INTS10,SLC11A2,RBM8A,LAMA4,CALCOCO2,COMMD9,TSC22D2,AP1B1,DHX9,DDB1,CCDC167,MYB,SNRPD3,ERGIC2,NUCKS1,ITGB1BP1,HEG1,CTGF,LMO7,BIRC5,CCNDBP1,ZNF688,MVK,CD36,ABHD3,CSAD,LOXL2,VPS16,AKNA,MBOAT2,AMOTL2,CEPT1,GRAMD4,GCLC,PQBP1,RORC,MAN1B1,AP3D1,ANO6,EIF2AK2,FBXL20,INIP,ZBTB4,CTNNBL1,CYBA,PSD4,SUPT6H,CLTB,ZNF92,ARCN1,CCNY,CLTC,GNAI3,MAPK1,KDM4B,THOP1,NETO2,RHOT2,MSRB3,YIPF3,PCYT1A,PEA15,NOLC1,TMEM128,PDGFRL,IAH1,BET1L,SERPINB1,SNX10,WDR90,FBXO18,ETV6,ATG101,SRSF1,MRPS16,CEBPD,AGPAT2,LAPTM4B,IFITM2,ZNF148,RNF40,EFHD1,PAM,EIF6,NCSTN,FUNDC1,ATP5G1,PMM2,TTC37,NDUFA9,C8orf33,DRAM2,SKP1,GSTP1,USP24,APIP,MTHFR,ZBTB18,TCF25,SRGAP2,HBS1L,MMP15,SDC3,SRRT,EPN3,GSK3A,MTCH1,PFKL,RING1,PIGQ,BRK1,UFD1L,CRLF3,TGIF1,LSS,CPPED1,PLK2,ZNF639,AIG1,BOLA1,DNMT3A,PSMC5,AGPAT3,PNMA1,KIAA1217,PSME2,BID,POMGNT2,SEC24C,UQCR10,BTBD3,DR1,TMBIM1,RPL27,PSMD12,IGSF9,MED9,LINC00493,CCT7,MRPL13,AK6,USP7,MAF,UQCRHL,MRPS15,ETNK1,PEX11B,TMEM50A,LIMD2,SEMA3C,MAPK6,CHCHD1,SPATS2L,CNOT8,MIER1,DAB2IP,SEMA5A,JKAMP,PFDN4,HSPH1,AQP1,HDGFRP3,RAB24,APCDD1,PCM1,POLD4,CTDNEP1,GINM1,EXOSC6,CDK5RAP3,SUN1,ADNP2,TCAP,MRFAP1,EIF5B,CBR1,ADCK3,SMC5,GLIPR2,MAN1A2,PAICS,KLF16,NFE2L1,TMEM242,NCOR1,RAB18,LIMA1,FAHD1,IDH1,OXA1L,TINAGL1,PTCD1,JAK3,ISLR,GPD1L,SPHK1,UTP3,RGL1,ANKRD13D,CUX1,NDST1,PDZRN3,TMEM132A,STAG2,SLC6A8,CMBL,AMD1,PODXL2,KIAA0232,ADD3,PTPN11,NPTN,MATN3,SKIL,CHD6,FBXL17,UBE2I,NR1H2,TMEM30A,UBA2,TRA2B,GLTSCR2,TBC1D4,PLXDC1,MFF,RECQL5,NOMO3,NUCB2,HSD17B7,SYNCRIP,CECR5,NBPF14,TRPM4,GREB1,RFX5,RPL7,SUV420H1,UBE2Z,VAMP5,SOD2,RBM12,CD2AP,PCNX,SLA2,CARKD,TRAPPC2L,PAGR1,MKRN1,COL4A3BP,SLC12A4,PEF1,PSMD2,UBR3,PHF14,LAMB1,KITLG,DDX28,CEP68,BRE,C7orf26,HSP90B1,FAM58A,MAGOH,BAG6,BCL7C,SSH1,AASDHPPT,CYFIP1,FAM208B,PSEN1,KANSL3,GPR160,RALGAPA1,MRPS10,C6orf89,GARS,NUDT2,USP22,SLC27A4,PARP10,CRACR2B,CD82,DBI,CDC42SE1,NSMCE2,SNX14,RBM28,DCP2,ADO,NT5DC1,TBCE,DKC1,FASN,RFC2,TMEM131,GMFB,DNAJB2,PSMC6,MCMBP,NONO,PTPN12,AARS,PML,NQO2,LAGE3,EPS15,HNRNPM,ELMO2,INSIG1,CD47,ARFGAP1,ZSWIM1,SPRED2,CSNK2A1,NUP133,WBP5,PRSS8,COPS3,CA12,GBA,COG3,CYLD,CFAP97,TPD52L1,EFCAB14,POLR2A,MAGOHB,CUL4B,NCOR2,CCND2,RBM38,EIF5,RPL35A,IFNGR1,ZNF329,VWF,TDG,COA5,SNRPG,GGT7,C1GALT1,DNAJA1,CCNB1IP1,TRPS1,ATP6V1H,MICU2,LMO4,MED1,CCT3,WDFY1,ENTPD1,ALDH9A1,CHID1,IFI35,PSMD10,RNASEH2C,KCTD3,SERTAD3,NBPF9,HAUS1,CASP3,DDHD2,FLOT2,NUCB1,SBF1,TAF10,ANXA6,RAB5C,GRASP,TTC36,COA4,ACAA2,TRAPPC4,CIC,PPP2R4,EDEM2,KLC2,ASS1,NABP1,TRABD,VAMP7,KIFC1,GABPB1,AMOTL1,PCNT,CRYAB,ATP6V1F,ASL,ABCA3,FAM84B,C10orf54,LAMC1,SEC22B,PRPF6,MFN1,NSUN2,AREL1,ACAP3,CELF2,ARSA,RARS,TOB2,G3BP1,KIAA2026,ALYREF,CLPP,BCLAF1,CBWD3,BRWD1,DST,DGCR6,SYTL1,RPS25,S100A4,YIF1B,STX7,QRSL1,CCNF,ZNF644,GTF3A,VIMP,HIBCH,SNX30,FAF2,COX7A2L,OTUB1,KDM2A,TNKS1BP1,C15orf39,DSC2,VAMP3,U2AF2,ENTPD4,GPATCH4,PDPN,ARF3,TOP2B,STYXL1,IGSF8,ADAMTS2,NELFCD,PBXIP1,PLVAP,TMEM219,COMP,ATIC,GORASP2,PINK1,HSPA14,HNRNPA0,MTMR2,SPATS2,PPIC,TARDBP,COL4A2,GPBP1,FZD8,TGOLN2,FOXP4,VASN,CD248,MGAT2,EIF3C,TSPAN3,ZC3H7A,ETV3,SAMD1,EIF4EBP1,EMP1,ARRDC3,NSA2,AHCTF1,HIGD1A,CISD1,GBP2,TMEM192,PIK3R3,RNF216,WASL,TWF1,PPAT,MEST,NPC1,FXR2,PEX13,UBE2V2,TRIM37,INPP5J,RCC2,CBX1,KIF16B,WDR82,COX6B1,PROSER3,SS18,TTI1,SDCCAG8,FMO1,ARPC5,MAP3K1,CA8,WNT7B,CASZ1,CLTA,ADRM1,ARID1A,GAS8,POR,UGGT2,B3GALT6,GPI,AKAP17A,IARS,EPS8L2,EIF4B,FNDC1,FBXO42,TNKS,NAT14,ZNF609,COL6A2,GTPBP1,RPS13,ACSL4,TCF20,PPP2R5A,CMTM3,GTPBP6,C7orf50,SPOPL,IGF1R,WDR46,LARP4B,FAM20B,GM2A,PREPL,ADIPOR2,MUM1,MARCH9,CAND1,SKIV2L2,CISH,SF3A1,UACA,RAP1GDS1,ABHD17C,CCNC,NPIPA7,VPS45,ERAP2,FZD6,ZNF397,ASCC2,SCRIB,MRPL22,XPO5,C17orf89,FRMD6,QARS,MDFIC,EIF3I,PCMTD1,MOAP1,MTRR,DNAJB6,PMP22,ECHDC3,KIAA2013,FAM32A,TSC2,HSPD1,RPL17,ECHS1,PTPRS,JPH1,BAX,ZFYVE16,ATG4B,HDHD2,CLNS1A,CD109,HNRNPUL2,TMEM119,DLAT,ZDHHC12,PJA2,AFG3L2,SPOP,OSTM1,SLC48A1,NCBP1,JMJD8,OXR1,LARS,NPIPA8,AP3S1,TSC22D3,RRP7A,BCAR1,RC3H1,NDUFB3,MYCBP2,G6PD,SRSF10,PKN1,EIF2B2,DYRK1A,CPEB4,MSL3,CHD3,TRIM33,RNF20,MAGED1,MTHFS,MZT2A,BRF1,NAIP,TOMM34,NARF,PLS3,SMC6,DEGS1,EPB41L1,RMND5A,PIEZO1,TCP1,CYBB,THOC7,CSNK2A2,RXRA,CDK2,PSMD13,VTA1,RC3H2,SASH1,GNAI2,UXT,TFRC,SCOC,RAB25,E2F5,ZW10,MSTO1,GON4L,ZNF462,IBTK,NOTCH2NL,EDEM3,SPP1,SMIM1,COPS5,BTBD1,LPAR1,MROH1,UBFD1,HADHB,LPP,UHMK1,TRIB3,RARRES2,EMC1,TRAPPC3,PSMD11,STRN3,PRAF2,GNB5,MISP,CDC42BPB,ALDH3B2,RBM26,ARHGAP23,DCAF10,STAT2,PARM1,DICER1,TMEM222,IPO7,ZBTB11,SPRED1,PSMD6,TFDP2,RNF44,FOSB,FAH,ASPH,UEVLD,PLCG1,SDF2L1,OCEL1,RSRC1,BAG3,DYRK2,GCC2,PON2,IFI44L,LPPR2,AGPS,PIP4K2C,CEBPB,ECI1,ANAPC1,BOLA2B,PDE4DIP,G3BP2,SEC23B,NGLY1,P3H3,MYO10,REST,PKP2,ATAD3B,TAOK2,BAD,WDR3,SELO,MVB12A,MTR,DCAF12,TRIP11,TRAPPC5,GLUD1,PYGO2,HMGN2,EGR3,HNRNPC,RARG,SYNRG,RNPS1,DSG2,CIAO1,DEPTOR,SZRD1,NAT8L,LUM,SNRPD1,EIF3J,LAMB3,SLC35A2,FZR1,IRF2BPL,LDHB,ZNF335,NUP54,DIO2,MATR3,ZNF280D,SH2B1,FAM96B,RBPJ,NDC1,ATXN7L3B,MTL5,SNAP29,NDUFS3,HSBP1,MAU2,AK1,ZNF655,PSMD14,CC2D1A,TUSC2,SLC35E3,CCDC132,ACO1,KIRREL,IL6ST,CCDC80,CITED4,SMUG1,SLCO2B1,CDK11B,SEC62,FAM83D,NSUN5,LTF,TPI1,TRAPPC12,CYB5R1,LYRM2,PRPF4,PLAT,MRPS22,NPDC1,PSMB7,KIAA1109,UQCC2,CCAR1,PLXNB1,TCAF1,TMEM70,SMDT1,MUCL1,TNK2,STK4,NCCRP1,CATSPERB,SEPT9,SEC14L1,TAF15,CNIH4,TERF2IP,TMEM167B,ISCU,RBM18,DNAJB11,THRA,CTDSP1,NEMP1,SFT2D2,CAPRIN2,C11orf24,MFAP3L,UBALD1,IL20RA,GALNS,KLHL42,MAX,CHURC1,CCDC170,BIRC3,CAT,ZNF22,ZFX,PIK3C2B,SUZ12,ATAD2B,COX14,LEMD3,CHMP7,ZBTB37,ANKRD17,PALLD,CPT1A,NAA60,MTA2,ZNF703,ADCK5,PSMC3,ACOT13,YLPM1,LXN,TERF1,TMEM109,C19orf48,SAMD9L,CRTC3,EIF3A,LSM2,ZNF467,AP1M2,ISG20L2,LARP4,RHOD,CD99,ATP5J2,NRIP1,APTX,ULK1,YTHDF2,UQCRFS1,ADD1,FAM89B,PPFIBP2,CRIM1,AIM1,ABLIM1,EMC10,SEL1L3,SORL1,MFSD6,PRKAG2,IMPACT,RNF2,NRP1,TBRG4,TRIB2,PTPRG,HM13,FAM83H,AIP,MAP3K11,LRRC8A,TBC1D17,HSF1,GMPS,XPO4,VAV3,NGFRAP1,SNAPIN,SUCO,NOP10,NPEPL1,MYSM1,WDR26,CSGALNACT2,BPHL,CHUK,MARK3,LAMTOR5,EMC7,C14orf1,CNDP2,UFM1,DDX49,HN1,CABIN1,C3orf14,HGS,KRT10,CHD4,NDUFV1,POM121,TELO2,PHF5A,NTN4,PBRM1,UBE2E1,CKS1B,PICALM,EVI5,PDCD11,SSRP1,RGS1,BTBD6,UBE2E3,PPM1A,STIP1,MRPL41,NEK9,ANKRD36C,MIA3,MAPKAPK5,CUL9,ITSN2,SPTY2D1,C19orf66,SNX21,ITPR2,AGFG1,FRA10AC1,MFAP1,RGPD6,NBPF12,CST6,EPCAM,BIVM,NGRN,EMC3,PCDH7,USP48,CLPX,MEAF6,SMARCA5,CFB,EFNA1,PCBP4,C2orf68,TTC39A,RMND1,ENOPH1,PCK2,MRPS27,BLCAP,FUZ,RNF166,CDV3,MORF4L1,ARID4B,ARHGAP29,UPF2,RNF146,DDA1,PHYKPL,DIDO1,ZNF91,PLEKHA6,ATP6V1D,MCM3AP,CHMP2A,TGFB3,UBE2E2,CBX5,COPRS,ISY1,ODC1,REEP3,NBEAL2,ANAPC7,C1QBP,WHSC1,PDCD6IP,OTUD5,MBTPS1,CPQ,LEPROT,SBF2,USP28,TLDC1,CXorf40B,CYTH3,SLPI,PIKFYVE,CEBPZ,RPS6KA4,ZNF573,UTP23,MTX1,ACTR10,IP6K1,ENPP1,APOC1,TBC1D23,TMED8,ARHGEF2,HEATR5A,SUGP2,ARL8B,MOB1B,UBXN2B,DAZAP1,PEG10,CILP,C16orf72,YWHAG,ARHGEF6,NUDT4,STK26,CCDC74A,TXNDC16,PCGF5,MRPL27,EFNA5,INPPL1,TSPYL5,DARS,NUDT21,ITM2A,SMARCD3,MAP4K4,C1QB,CSNK1G2,NF2,ZNF260,SVIP,REXO2,TAF7,HID1,BMI1,APPL1,CDKN1C,CAMTA2,TAF9B,GJC3,BEX4,CCDC109B,MCFD2,SMAD5,UBE2Q2,WFS1,MTMR14,IFT46,GTF2A2,CDCA4,PRKAG1,AXL,CD2,RANBP3,HEXA,RGS12,RAB31,TPGS1,LIMK1,ARFGEF1,PECAM1,RB1,C19orf25,FAM53B,PLA2G12A,PAPSS1,HNRNPH2,RUNX2,ODF3B,HOMER3,CMIP,NPLOC4,TOMM22,DUSP5,MYLIP,FKBP8,SACM1L,EPSTI1,ARF6,TMEM183A,MRPL23,MPRIP,CNBP,ILF2,FHOD1,STAU1,MRPL43,GATAD2B,C2orf54,ATF7IP,CORO1C,CCND3,DCAF8,TMEM189,WWTR1,TCEAL3,PPP2R3B,LIMD1,SLMO2,ZNF791,DCXR,CHM,TRAK1,TMEM115,DTX2,XPR1,DCTPP1,RBM14,RAB3D,SHOC2,C6orf62,EGLN1,AHCY,SEC16A,NUDCD3,MICAL2,ITPK1,SNX6,COX11,SMOC2,CUEDC2,DUSP3,RASEF,FBXO6,ELOVL1,SARS2,FDX1,SMAD3,CRY2,CKS2,CLINT1,TRUB2,MANBA,YAP1,BRI3,RCAN2,ARHGEF26,VPS13B,PPP2R5C,IFT122,ATXN10,LMTK3,ESF1,HMCES,DIXDC1,ITPR1,RND3,MRPS34,BCL2L13,NCKAP1,MLLT1,TMEM62,GPT2,PTPRK,GNL3,CTBS,THTPA,ZDHHC18,NOTCH3,LARP1,TXLNA,ADCY5,AP1AR,TPRKB,SRGN,CUL5,CSNK2B,STX5,SCRN1,ACOX2,DNAJC21,MRPL44,GNG5,TP53I11,PPP4R1,HIPK2,HLA-DMA,ZPR1,PPFIBP1,DPP3,EEF1G,ATP6V1E1,RUNX1,CREG1,HECA,MAGED2,FABP5,SNAP23,HNRNPR,HPX,YWHAE,ERLEC1,KLC1,ATP1B1,RAD21,GGA2,LAMTOR2,ATXN2,CMTR2,CRIPT,DNAJB14,TARS,PEX26,FAM160B2,WDR33,IQSEC1,HOXD8,TPST2,LAMA3,IRF2BP2,ACTR2,TUBGCP2,PLEKHH3,EMC9,ITIH2,CDC16,FZD7,WAPAL,FAM192A,N4BP1,SAE1,MCF2L,UCK1,USO1,MAP1B,FAM177A1,CYSTM1,ACLY,ELK4,IWS1,CDK13,PHAX,DDX21,KCTD15,YTHDC1,ABHD17A,HIST2H2AA3,SH3BGRL3,EIF4A2,CHCHD6,BRMS1,PPP3CB,ARAP1,ABI1,TFPI,ZFC3H1,SRPX2,TSPAN9,RSRP1,ARMC1,EPB41L5,PRKAR2A,PRNP,KDM6A,SERPINA1,CCDC57,LLGL1,PDCD10,USP14,GMDS,ALDH3A2,C9orf69,ATP6V0A1,GPAA1,SYCP2,XPO1,ZC3H18,CBX4,CENPB,CA2,MRPL14,ZC3H11A,TMEM54,R3HDM2,INADL,GNPNAT1,BNC2,D2HGDH,ARMC8,CHMP2B,CCL2,C9orf78,USP21,PARN,TTC14,LSM1,TOP1,ARHGEF37,ZNF623,SFN,LIPA,APOL1,PAWR,MCM6,ZDHHC24,TANC1,GALE,U2AF1,CEP78,LHPP,ARIH2,SYT12,PRPS2,GPR108,DLG5,GOLIM4,RANBP2,YTHDF3,HAGH,MTHFD1,RNPEP,PRKD2,COBLL1,SLC35B3,GABARAPL1,NUS1,METTL17,KIAA1191,CAB39,FLI1,CTR9,SPINT1,REEP6,HERC3,ZMIZ2,SEC14L2,IVNS1ABP,ZCCHC14,UBN2,ALDH7A1,STK40,ZDHHC8,TBC1D5,EHD1,UBAC1,PPP1R7,MIB2,MLEC,CAMK2N1,TAB2,FOXK1,HES1,TRAF5,SAAL1,FAM135B,CARS,HES4,LEPROTL1,SSBP4,KAT6A,LYZ,HDAC3,TIMM8B,ABCC5,TMEM97,LAMB2,CPE,FAM98C,ILF3,EPN1,INSIG2,SKIV2L,EBAG9,P2RY11,FBXO25,SCP2,FKBP9,ZNF326,IFT52,SREBF1,CDC42SE2,MAST2,NDUFB5,SUN2,ZNF687,TPSAB1,ANKRD13B,AKT1S1,SLIT3,SEC23IP,SMIM12,GNA11,TMEM98,ANAPC4,DUSP1,USP36,MT1G,B4GALT5,MRTO4,APC,CSRP1,ANGPTL2,PCF11,STX16,DGKZ,C14orf166,CFDP1,NMRK1,RNPEPL1,PACSIN2,FNDC3A,ZMPSTE24,SLC39A9,ITGA11,ZFP91,NT5C,TM7SF3,PEX6,MGRN1,NMRAL1,TUBA1C,FBXO17,ALDH1B1,FAM173A,CERCAM,ITPRIPL2,CADM1,SYVN1,FBXL4,MMADHC,APPBP2,IFT140,SMPDL3A,SH3BP2,SAYSD1,SLC8B1,C17orf85,NBPF20,OSBP,LETMD1,SLC35E1,IRAK4,RNF181,SOS2,FRMD4A,RNH1,RHOQ,GREM1,FAM102A,ZNF274,CETN2,ICA1,PHPT1,CLSTN3,SF3B2,FXR1,SPON2,TEAD1,RDH14,ZNF317,METTL9,SLC39A10,MPDU1,SFRP1,COPS6,NUPR1,PRPF4B,PREP,RECQL4,SPIRE1,PIP5K1C,MARCH2,FAM83F,LTBP2,RAF1,SVIL,BOK,CAPN7,RNF141,SORT1,DMAP1,SSSCA1,SRM,ZNF134,PPP4R2,NARFL,MEGF9,TES,FAM198B,KLHL24,CCDC88A,MTA3,PPP1R18,SLC20A1,AKR1A1,SLC5A6,FLCN,DVL2,CNOT11,MYO9A,VPS26A,ATP2B4,TBCD,ZFAND3,KIAA0040,SEPT11,TGIF2,HTATSF1,DHRS4,NDUFS5,SLC44A4,CERK,IRF1,NDRG3,FNBP4,MRPL40,NBPF10,CANT1,AHI1,HMHA1,PDCD2,IKBKB,SIDT1,RARS2,RELB,EIF3L,SPR,RRAS,H2AFV,PPM1F,TMCO3,MTOR,PGGT1B,NR3C1,C22orf39,SNRPN,AGAP2,F13A1,RAB34,RASSF4,KRI1,IFNAR1,GRPEL1,EIF2AK1,FAM120A,LHFP,UBA3,OSBPL1A,KIAA0368,AKIRIN1,MRPL47,SAV1,MME,ECHDC1,SUPT4H1,PSMA3,NDUFS8,PARP9,UBA7,PLXDC2,R3HDM4,TIMP1,AAMP,TADA3,GTF3C2,ZEB2,SHTN1,SREK1,KBTBD2,TK1,ALDH2,IMP4,CDK2AP1,ASNSD1,GFPT1,KCNS3,ITPA,RBBP8,PFKP,INPP4B,NFX1,DYNC1H1,RNF41,TXNDC15,PTPN23,METTL2B,AKR1B1,UBA6,NBAS,LDLR,SENP6,MTFR1,POLR2L,SLC3A2,FAM107B,SC5D,SOCS6,ACVR1,FAM134C,NABP2,MYO1C,FCHSD2,GAPVD1,VDAC2,NKIRAS2,TSPAN17,BBS2,UBL4A,DKK3,MAP3K4,MED10,CACUL1,SDCCAG3,GADD45B,ZNF431,LRRC14,ACTR1B,DNAL4,KDM5A,MLH3,TMEM256,TMEM9,NCOA6,MGLL,BAG1,AP3B1,FAM20A,TXNDC12,REEP5,MARCH8,MXD4,ENOSF1,SRP19,RCOR1,SAP30BP,CDC5L,SPG7,ABL1,SCARF2,YPEL5,SNRPF,GOLGA8B,UBE2W,HIP1,EP300,PTRH2,MCTS1,C6orf1,RNASEK-C17orf49,WASH1,GJA1,ARHGAP32,MYBBP1A,MRPS26,SUMF1,ZHX1,DEK,CHTF8,ST6GALNAC2,SLC1A5,GOLGA7,LHFPL2,LGALS9C,MRPL18,TTC19,C18orf32,DENND5A,KDM5C,ATG12,ANKRD52,NBPF15,IRF6,RNASEH2B,PYGB,FAM35A,SLC31A1,AHR,WDR74,NDUFB1,ZNF121,KIF1B,TMEM19,LRFN3,CINP,SCO1,PHF20,TRIP10,PPHLN1,FBLIM1,EFEMP2,VWA9,EIF1AX,CRNKL1,MBD6,LLGL2,SEC63,CHD1L,HMG20B,NR4A1,SEPT6,ZFAND6,UBE2S,HDAC5,NOP58,TMEM214,METTL7A,MAP9,CST1,TMEM176A,KPNB1,SIX1,MRPS18B,POT1,LZTR1,TMEM55A,EGLN2,CEP57,PSMA4,PITX1,DHRSX,TMEM160,MRPS2,EIF4G3,RRAS2,COPZ2,POLR2J3,PPIF,PDPR,OGFR,CH507-152C13.1,TCERG1,WDR13,ZNF7,FAM127C,ATN1,TSPAN5,RSRC2,NFATC4,EIF2B5,BMPR2,TRADD,TFAP2A,CREBRF,COL5A3,HEATR5B,VPS25,PPP1CB,FBLN2,SHMT2,DCTD,FNBP1,TACSTD2,ZCRB1,SMAP2,TOPBP1,WDR81,RFC1,NCAPH2,DFFA,HIATL1,RINT1,RNF115,GGNBP2,EIF4E2,RAB21,TPP1,TRIM8,DGKH,HCFC1R1,TMEM223,FGFR1OP,COL11A1,ZNF768,MCM4,AC004556.1,ETHE1,FAM98A,NDUFV2,VBP1,DGUOK,CLSTN1,SHISA4,NEDD8,AGO4,DCAF7,CXCR4,SSC5D,SLC43A3,TMBIM4,TRAPPC11,ACTR1A,FANCF,VAT1,BET1,PRRC2C,SIK3,RAB6A,KNDC1,SLC12A8,GCLM,ABCE1,CYB561D2,MPHOSPH6,PSMG3,TCEB3,FBXW2,SLC30A1,DEDD,RPIA,HNMT,CNIH1,RSU1,SP3,PIP4K2A,RHPN1,VPS4B,TMEM129,DUSP16,WDR36,SMYD3,CBLB,RPL39L,PI4KA,SLC39A7,HDHD3,ZC3H3,ALG14,pk,KXD1,NECAB3,IRS1,UNG,CORO7,C11orf58,SNRNP25,CCDC64B,FBN1,EPB41L2,CXorf40A,C1orf56,PARVA,SURF4,ATP6V0E2,GMPR2,ST3GAL4,NDUFS6,PMVK,SIAE,UBQLN1,WDR45B,CDIPT,NREP,GORASP1,NUDT1,GPC1,MED12,CD14,RRP15,UBXN11,NOL11,ORMDL2,PPP2CA,BCL6,MSANTD3,NADK,NUDT22,BLVRA,CDKN1A,ZRANB2,UBE2G1,C15orf48,PSMA7,PHLDA3,CERS5,SRSF4,ZBTB7A,STAM2,DBF4,GPR157,STIM1,SPTLC2,SLC35C1,XAF1,RAB15,BAZ2A,H2AFY,CHKB,ZNF777,PDZK1IP1,TTLL12,PLXNA1,ACP1,KPNA4,CSK,PRKRA,UFC1,ETV5,RBCK1,CAD,MRFAP1L1,FAM21C,PRPF40A,HMGCS1,PNKD,TTL,ZFHX3,C21orf33,GATC,FAM114A1,ZC3H13,TP53RK,MYEF2,CTSS,FAM73B,BAZ1A,MSR1,IFI44,POLDIP2,ELP6,SECISBP2,RPA2,TLN1,RABGAP1,RABGAP1L,RFWD2,YWHAH,KRT14,IST1,TFAM,IMPDH2,PPAN,PLOD3,AMZ2,PDE7A,AFF4,HS2ST1,PNMT,SAFB2,PRKACB,NMD3,FAHD2A,MED13L,NAPEPLD,KDM6B,GFOD2,YBX3,KIF1C,GRHL2,CFH,SOCS3,PHB,HDDC2,SLC25A25,POLR2G,ALG5,ARFGEF2,SPAG7,TBC1D10B,MT1X,ABCA2,FBXL15,COQ4,SF3B1,ARSD,KIFAP3,MAP3K13,TSPAN6,PPP1R26,GGCX,BCAS1,TSPYL1,SDE2,EGFL7,RNF217,HLA-DPA1,FAM199X,LSM6,DDX1,VEZT,ABHD14B,CMTM8,POLR2D,ABCD3,DIAPH1,NEDD4,BLOC1S6,CLUH,TMEM199,CDC42EP4,BSDC1,PRKAB1,PEX2,FASTK,STT3A,TRIQK,ZNF552,PKN2,BDH1,ARHGAP30,YBEY,OSER1,SLC30A7,KARS,SLC2A3,TMEM127,RPS6KB2,DHFR,CLMP,NSF,EVL,ZNF384,FAM156A,BRD9,RASD1,C11orf49,BMP1,MSN,NUP98,ATP5S,USP20,AGAP3,TNRC6C,KLF9,TMX3,BRD2,DCP1A,PSMD1,TPBG,SF1,ZMIZ1,HEXDC,PAFAH1B2,FAM204A,NXF1,HOOK3,STRA13,DPY30,TAOK3,PNO1,RASA4B,ARHGAP21,TBC1D16,GADD45A,SNX19,DTNBP1,UBALD2,SDF2,CHI3L1,PDS5A,CHAMP1,NFKBIA,SH3RF1,BAZ1B,PLAGL1,ARRDC1,SGSM2,MB,ZNF783,GPS1,DNAJC5,GCN1L1,TMEM63C,CEBPA,SKAP2,HSPBP1,FAM168B,POLR2C,SPAG9,ACADSB,PIH1D1,RUFY2,URM1,AP5M1,ATG5,FOXP1,SLBP,NEK6,SPECC1L,CDYL,TM9SF4,AP3M1,LGALS7,PSMB5,VAMP2,RNASE1,TC2N,BRD7,EDC4,RAP1GAP2,LRIG3,KPNA1,FNDC3B,STAT6,AVL9,C8orf76,MPI,SPTAN1,EID1,SLC45A4,MAP3K7,GGH,MRPL10,PGM3,MANSC1,SNRPA,DNAAF2,TMUB2,TMEM251,TXNDC17,RGPD5,MAPK14,ABCF3,TPRA1,SLC52A2,ANAPC13,BRAP,CNP,PIK3C3,TLK1,SBSPON,RASAL2,USP8,DGCR8,JUND,HDAC11,CHCHD5,SCO2,SBDS,EXOSC3,FBXO9,C4orf27,DLD,FRYL,CDC27,RHOV,DOPEY2,ASPSCR1,TMEM164,AKAP12,FAM45A,WRNIP1,SNCG,ME2,LURAP1L,AKR7A2,MUL1,C15orf59,OCLN,LRIG1,MOB3A,C1orf27,FAHD2B,BIN1,C1D,ADPRHL2,ACKR3,METRNL,ZNF146,GOLGA4,SAMM50,RIF1,PHF23,ATF3,PEX11G,ABI2,SYTL2,SNRK,CSF1R,PLEKHO2,CRAT,KCTD10,EXOC5,HIVEP2,MLH1,SOWAHC,NBPF1,NCBP2-AS2,PRMT2,TRMT5,MRPS5,GSKIP,ELL,LGR4,KDM3B,CYB561,CNPY3,COL8A1,FAAP100,PISD,TATDN1,BRI3BP,FGB,POMZP3,NCK2,NSMCE4A,NTHL1,DGAT1,PDS5B,LEMD2,AGBL5,SMARCE1,NDUFA6,FOXD1,PPP6R2,ETFDH,IFRD1,GUF1,VPS54,EIF1B,ZNF292,UNK,PHF2,RPRD1A,YIF1A,PHF1,ITGAX,ATE1,EMP3,SLC37A4,USP6NL,TAF5L,UBQLN2,GGT5,TIPIN,PREB,AFTPH,GJB2,HERPUD2,TSPAN15,NT5C3A,TBKBP1,POLD2,SLC35A1,PEPD,SGTA,HSDL2,PAK1IP1,RAB3GAP2,SF3B6,MRPL32,VARS,PDGFRA,TIMM44,LGALS9,NAE1,LIMCH1,KIAA0930,RAB3IP,MYCBP,EHMT1,ZNF518A,COA3,CCDC94,FAM149B1,IGBP1,IL10RA,ZDHHC5,SENP7,PIGX,TRIM22,LSP1,ANKRA2,YPEL3,PCMTD2,CLIP1,NEMF,IL32,PURA,C19orf24,PCIF1,NFYB,CCDC64,ZP3,ECT2,WBP2,ABCA1,BTBD10,HMGN3,PXDC1,B3GAT3,IRF7,SFXN2,PAN3,GPC4,CYB5B,TRMT1,NFATC2IP,ATP13A3,XPNPEP1,IFT57,SCYL2,DNAJC13,ZFAND2B,UMPS,MACC1,SERF1A,C10orf76,TRRAP,NSMCE1,ZNF776,TRIL,RAB5A,SETDB1,RRAGA,HNRNPAB,CD48,PITHD1,ACSF2,RBM42,ARMCX2,RABEP2,SRPR,SDHAF1,JOSD2,DBN1,SLC25A44,ST6GALNAC6,PARP12,ZBED1,NIPBL,CEBPZOS,KCMF1,OGFRL1,HSPA4L,SUGT1,IFIT1,NDFIP1,NAB1,FAM134A,ZBTB44,UGCG,SMU1,SLC25A46,C8orf4,SLC16A3,MYO1D,BPNT1,POLE4,FBXW9,AP3S2,RNF185,SLC46A1,MEF2C,DGKD,KLHL12,DVL1,CDT1,DNMT1,CCDC14,NPIPA3,CLDND1,MX1,CIZ1,DSN1,SLC2A10,JAG1,STK25,ARHGAP4,HEXIM1,CDK10,SYNGR1,KCTD1,SLC33A1,ARID1B,CAPS,TRAPPC13,SNAP47,RALGDS,C16orf13,FBXO46,PNRC1,B4GALT2,BCKDK,EIF4E,FHL3,GMCL1,USP10,ID1,GSDMD,STARD7,CD34,UQCC3,SCRN2,FEN1,PTPRJ,TXNRD2,ARFGAP3,FBXW7,DHX37,FNTA,MRPL21,SMCHD1,ATF6B,DHX36,VCAM1,FARP1,NAB2,ATRN,BRD3,FAM208A,TMEM120A,SBNO2,SNX29,CLEC11A,CAMSAP3,CCDC25,THAP4,FOXO3,MAP2K4,KIAA0101,PEX5,INPP4A,CYTH2,RBX1,H6PD,FAM127A,SOX9,ELK1,HYAL2,MTFR1L,FBXL19,C4orf32,NDUFAF3,MACROD1,MARS,SEMA4C,TMC6,SNRNP40,E4F1,SNX27,PDXDC1,ZDHHC9,SREBF2,SLC16A5,ARID3A,TSG101,ZER1,SSH3,ZNHIT2,NUP50,TPRN,TUBB6,INHBB,FAM3A,CHFR,LSM8,TOX4,ECSIT,MPC1,DNAJA4,GLIS2,MED14,JARID2,HSCB,OBFC1,EIF2B4,RERG,WBP1L,RAB27B,LAMC2,RBM15B,KIAA1468,AKAP1,THUMPD3,TJP1,SLC25A4,ING1,MYBL2,BOLA3,CCDC88C,FBXO28,RPUSD3,MRPL11,DIS3,PPP2R5E,C7orf55-LUC7L2,KIAA1324,FAM111A,C2orf74,TCEAL1,C8orf82,BANF1,CLEC2D,BNIP2,TNRC18,SHROOM3,HEXB,SCGB2A2,RNF38,AHSA2,MGEA5,SMARCA1,SCAP,DNAH14,SMARCC1,DHX38,TRAPPC2,PLCD3,ZNF83,IGFLR1,STAT5A,PLEKHA1,USP38,MXD3,TBC1D9,LCP1,SCAMP1,PRRG4,IQCB1,FOXN3,TK2,EIF2AK3,NEIL2,CRAMP1L,RALBP1,PAPLN,CD99L2,PDRG1,ZDHHC7,TMEM150A,ANXA11,NT5DC2,WDR45,SLC29A1,IGFBP3,CASK,MRPL52,PITPNA,NUMA1,DNPEP,UBP1,DCTN3,CFAP36,OTUD7B,CCDC47,DDX27,RPGRIP1L,ZNF587,PRKACA,MARC2,RHBDD2,TOR1AIP1,UBE2Q1,PLBD1,PMPCB,PHKA2,SUSD6,MFSD5,AFF1,ELAC2,TRMT61A,PIGK,ACADS,APBB2,HSH2D,MED22,SRF,UBE2H,SLC35B1,MED13,SH3PXD2A,SNX7,VPS13C,RALA,PDZK1,ZC3H7B,TOP2A,SF3B4,PNPLA2,DBNDD1,DUSP12,COMMD7,FSCN1,PIGG,PLBD2,LRRC58,CLEC16A,BTF3L4,SLC25A11,PPP1R9B,LPCAT2,STAB1,ME3,PDSS2,SAT2,NRBP2,INTS6,A1BG,BIK,ATG14,NUPL2,DCUN1D1,AKAP8,TMEM175,PHC1,HRAS,MGAT1,FAM103A1,PDCD5,ZC2HC1A,PDPK1,CEP250,LIX1L,DEF6,TPD52L2,SOX13,C11orf73,RET,PDCD6,CCDC117,TVP23B,RNF187,ANO5,TACC1,USP19,FECH,ASMTL,RAB9A,PSMB2,SLC19A1,TRMU,CAMK2D,ZNF672,IDH3B,NUP43,TCEAL8,P2RX4,NDN,COL8A2,POFUT1,YEATS2,TMEM245,GRPEL2,USP3,BCAM,DNPH1,TRUB1,TMEM8A,ACIN1,ASB8,FMR1,JAM3,VDR,FRG1,NDUFB8,SH3BP5L,SURF6,SMPD4,APBB1,HSF2,NASP,PLEK,CDC37L1,ITSN1,GPR180,MRPL35,RBM23,RBBP7,POLR1C,FAM174B,NUP210,SIX5,TRIM13,ZBTB43,LAMTOR3,RAB11FIP1,NIFK,CD93,ADSSL1,CDR2,GNB4,HMGCS2,RAB35,ITGB3BP,THOC3,SAP30L,PHF6,TMEM80,NOP16,PSMA6,ING4,FAM172A,MNT,F2RL2,GGPS1,PATZ1,DHX29,DIMT1,SSPN,KLF13,EIF2AK4,SMAD2,RYBP,TOR1A,RP11-1212A22.4,USP5,RNF4,EEA1,CLDN12,CDC42EP3,PCCB,ERP44,DENND1B,TRIM38,EP400,QSER1,HEBP1,PLEKHA2,PXMP4,ZFPM1,ESRP2,NUDT5,ZNF197,MOCS3,CLN6,ZCCHC6,LMOD1,GABPB2,GUSB,SERTAD2,PRDM2,C19orf60,MRPL16,HECTD4,TMEM106B,FCHO2,MARC1,ZNF692,CRCP,CTNNBIP1,PTPN6,EBNA1BP2,EXOC1,LAMP5,MGMT,MOSPD1,TRMT2A,FAM102B,RNF170,FAM177B,ATF2,GMPPA,TMF1,TEX261,CELSR1,ENKD1,C9orf142,CACNA1H,LRRC59,NR2F1,GNPTAB,C18orf25,IFT27,MAP7,EXT1,PTGFRN,SMTN,PACSIN3,PPP5C,POLG,PLEKHG3,ZNF24,MUS81,PTS,DHRS3,FHL2,TMEM260,FAM171A1,FLII,ADPGK,GLG1,RNF111,PMPCA,PIN4,RAB14,AAGAB,CBLL1,AC007325.2,C5orf28,MUT,UPK3BL,BCAP29,FAM168A,FAM20C,DIP2A,ZNF700,KANSL2,DECR1,SIPA1,SLX1B,CPSF2,MMP9,LARP7,WNT2,FYCO1,ARL1,ODF2,OAS2,TRIP12,RAMP1,CRISPLD2,NIP7,PRKCH,RALB,SOX12,RNF26,SRGAP2C,TMEM86A,BICC1,IPO8,PLRG1,FGD6,THEM4,MRPL46,SLC27A1,PDHX,DOCK9,PTGES2,FAM206A,DMXL2,TOM1,WLS,DHX57,PTPMT1,ASUN,PAN2,CP,PODN,PIK3R4,RRM2,KMT2E,DDX42,IRGQ,TRIP6,OLFML2A,EPPK1,GBF1,MYO5A,ACP2,SAP130,PTBP2,PHACTR4,SLC30A9,SERGEF,MPDZ,MTX3,ST3GAL1,PTPN14,CYP20A1,TMTC3,PDLIM3,ROCK1,BRPF3,FLOT1,NOB1,DLG1,PPAP2B,PAK1,GNL1,CRB3,ZNF668,ARNT,AHSA1,TANC2,LPIN2,MAPK3,HIST1H1C,TVP23C,RNF13,HMGXB3,RBM7,LAMTOR4,TULP4,TTC7B,POLR2F,FSTL1,PIN1,TEX10,ATAD2,SCAMP3,PCED1A,CHST12,SLC27A2,CRISPLD1,ANGEL1,DDTL,IL17RA,P3H1,ARMC10,COG4,DDI2,EXD2,MICAL3,ATG9A,LBR,TPR,IFFO1,HNRNPA1L2,REL,AIDA,FPGS,C1orf35,ANKRD28,PLCXD1,ANKRD12,ATXN7,TRIM11,GOLPH3L,RNASEH2A,SFXN4,DMKN,TMEM168,AHDC1,TXNDC9,NUP153,ULK3,PKD2,ARPC4,RABL2B,SMG9,SRPK1,TMEM5,PXN,SLC39A8,UBE2F,DPY19L4,UBE2J2,CADPS2,SWAP70,MS4A7,TNFRSF25,SCAF8,EXOC2,NAPG,TTC17,FEM1B,VARS2,SIAH2,ZNF562,ABCF2,B3GALNT1,CHMP6,POLM,ATG2B,PPP6C,SIRPA,ZNF316,DYNLT3,CHST15,SLFN5,SCPEP1,PRKRIR,SRP68,MIB1,KIAA0319L,TBK1,PHF3,GTF2H2,DDX24,SH3YL1,ZXDC,GNPAT,ITGA6,ARID4A,POP4,PIP5K1A,CCSER2,CSF2RB,GOPC,FOXRED2,COL14A1,TPCN1,FAM214B,RHEB,NF1,AMDHD2,SH3GLB2,TEX2,TMEM176B,EPS8,WBSCR16,KAT2A,PARD6B,PCGF3,SEPT10,NDRG2,TARBP2,OST4,ZMAT2,ARHGEF7,MALL,MEX3C,CKAP5,AKAP13,FAM86C1,MON1B,DESI1,NAPRT,RGCC,MIER2,C9orf41,THAP7,POMT1,ZMYM4,MZB1,DAB2,KAT8,DCUN1D4,MREG,DDIT4,NOL4L,GTF2A1,TRAFD1,RBFOX2,GTPBP2,TMEM254,LYRM1,ATAD1,DNAJC15,PGM1,SYMPK,EPRS,CRK,AK3,ATG13,ARPIN,NFKB2,HSPA2,N4BP2L2,ETS2,ZNF814,RGMB,C19orf47,YEATS4,DDX54,BUB3,PCDH18,VRK1,NUP62,PPP1R15B,HOOK2,ENC1,SRGAP2B,UXS1,TMEM218,SESN1,NAA35,IARS2,TLE2,C11orf1,LRG1,IPO11,MGST2,USP12,GAMT,CCP110,SIRT6,EXT2,RRAGC,SGSH,GNB1,LOX,CHORDC1,MRPS14,TBL2,PTPRU,MAP2K7,ARIH1,NUP160,SARS,PDAP1,UBE2A,CDYL2,SETD3,PHF11,CTXN1,SAP18,ZG16B,SIGIRR,TNFRSF14,UTP6,PPM1G,TSSC1,ST6GAL1,IMP3,LIMS2,UBQLN4,EMC2,NBN,BAIAP2,ACOX1,MAN2A1,NFRKB,KIAA0907,CREB3L2,LDOC1L,DOCK7,SMIM10L1,C6orf106,CHPF2,USP39,MVD,ZRSR2,RUFY1,RPS6KA3,RAB8B,MICALL2,PNPT1,RNF144A,CCNT1,VGLL3,ZNF32,POMGNT1,SMARCA2,ZNF593,CCT8,TBC1D20,COA1,RPA3,DCBLD2,ABCB10,COQ10B,KAZN,SESN3,FAS,DPM3,FDX1L,PARP6,RNMT,RNF138,CNNM4,ACBD5,PLAUR,SPG20,GOLGA3,WDFY3,METAP2,CCDC12,MLST8,SNAI2,ZKSCAN1,CUL2,WDR20,MIOS,PDDC1,CCDC115,NUDT19,KRCC1,NXPE3,PPM1H,ASXL1,UBA5,MTIF2,SOD3,SETD6,SLC25A17,ENTPD6,NAT9,SORBS3,FAM133B,TP63,RABIF,ATP6V0E1,TRAK2,SRA1,TBC1D22A,DHX35,TCN2,RAB12,OXLD1,TMC4,UFL1,C5orf38,MCM5,ZNF512B,SSFA2,PRR14,GLB1L2,TRIM24,ANGEL2,POLR3E,TBC1D9B,YIPF1,ACOT9,CDC73,C22orf29,JAGN1,ATP5L2,GPD2,XPO6,KLHDC4,CPSF1,KIAA1033,RFTN1,DMTN,PRKCSH,NSMF,TNKS2,EME2,TRIM44,C21orf2,C1orf52,DCHS1,GIGYF2,RN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diff --git a/tests/data/output/H_center.csv b/tests/data/output/H_center.csv deleted file mode 100644 index 8ab2e87..0000000 --- a/tests/data/output/H_center.csv +++ /dev/null @@ -1,16 +0,0 @@ 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,EPHX1,TJAP1,CD53,SOAT1,PRMT1,SCCPDH,SREK1IP1,MAGEH1,RBM6,PPP4C,RCAN1,SLC9A3R1,QRICH1,PLEKHB2,TMEM41B,MYH11,OCIAD1,DERL1,SCAMP2,SCGB3A1,KLHDC10,MDM4,WWC1,CNPY2,PLEKHF2,CHCHD2,DCN,CERS4,CLPTM1L,TMEM33,SLC35F5,MFAP2,RPL26,MTRNR2L12,OLA1,STARD3NL,RRP36,PLEKHA8,VRK3,ZNF426,F2R,MTPN,PAFAH1B3,PPP2CB,SLC35F6,ISOC2,GPX1,KRR1,HLA-DPB1,HMGN1,WARS,NPIPB4,RPS28,AGR3,CHMP1B,SNRNP70,C14orf119,ZNHIT6,KATNA1,NCOA1,TRMT10C,CMPK1,SND1,LAMP1,RAP2C,MED16,DCAF4,RPLP1,UBL5,SLC9A3R2,YWHAQ,MOB1A,STAU2,CALD1,PARD3,TXNL1,B2M,AP2S1,IGFBP4,TADA2B,PAFAH1B1,NET1,CS,MAP2K2,TMA7,PRDX2,SNX1,COL18A1,FYTTD1,ELF2,NUP107,AC074033.1,MKI67,BRD8,ARHGAP1,MRPL54,SAFB,SH3BGRL,SLC25A36,INF2,IGLL5,SH3BP1,COPZ1,COPE,ATP6V0D1,SDHB,PAK4,YY1,DEDD2,RPS9,COMTD1,FEZ2,PRPF31,GGT6,SPDEF,TMSB4X,TRAF4,PDLIM7,CRABP2,GRB7,EEF1A1,C4orf3,MLPH,C1S,LY6E,PKM,TOMM70A,PFN2,CPNE1,CPSF3L,HNRNPF,SLC25A39,CPNE3,MYLK,AES,GNPTG,UBTF,DHRS4L2,SIVA1,UBE3C,SFXN1,STC2,HIC1,UBC,SLC35A4,ALG13,ANKRD40,CYCS,ESYT2,MAOB,G6PC3,ZNF320,IFNGR2,SARAF,BTF3,MPND,WSB2,ALDOA,ARHGEF1,CLASRP,SLC25A38,PABPN1,THUMPD1,GEM,EIF3CL,CANX,LAPTM4A,RARRES1,TPM2,PAF1,LSM12,HSPA1B,IL17RC,MRPL3,EPAS1,TMEM205,PRRC1,COPS4,UNC45A,VEGFA,TUBA1A,PQLC1,POM121C,LRRC32,APOPT1,IGFBP5,ELAVL1,UGP2,LSM4,DNM1L,NBPF19,MYEOV2,SYNPO2,LAPTM5,A2M,ISG15,EPHB4,RPS14,CD24,MMP19,TTC3,ODF2L,IMMT,TMEM64,ZNF532,MDK,CWC15,CTHRC1,CISD3,TFCP2,MRPS11,SNW1,ZNRF1,EI24,DHX30,FURIN,KHDRBS1,CTSK,ANP32A,LSM14A,CAPRIN1,KEAP1,GLYR1,SMPD1,TALDO1,TM2D2,TUBG1,LRP1,PTP4A1,HLA-DRB1,VPS51,EZR,CTNNB1,AGL,DNAJB1,MZT2B,GRHL1,SLK,SERPINF1,NANS,HSPE1,ACACA,ATG16L1,MRPL45,RIC8A,AP2A2,SCARB1,THY1,TUBA1B,MFSD1,PWWP2B,FAM195B,ENSA,ANKRD10,NDUFB6,TMEM9B,SMIM15,HAT1,CLMN,SDC1,RNF121,ABCB8,PBX1,TM9SF3,MKNK2,MSMO1,CBX6,GPNMB,HMGB1,VPS26B,JUNB,GGT1,ASPN,CORO1A,TUBGCP5,SIPA1L3,C1QC,RBM17,CDC6,NBPF11,SETD1A,C17orf62,NOTCH2,SYF2,SNX9,RPL23A,PPP1R13L,DERL2,TMBIM6,TMEM45A,S100A6,CMAS,NUB1,MYOF,ISCA2,ARVCF,PXDN,ELOF1,GATAD2A,TAF1D,ZFAND5,DGCR6L,TMED7,PHF20L1,LDHA,NVL,TAGLN2,ARHGEF16,ZFP36L1,CDC42,ARL16,CYB5R2,DDAH2,STARD10,ACAT1,TMEM121,RP11-231C14.4,TSKU,ASH1L,CD9,WBP11,RAD23B,GSTM3,MSH2,TAPBP,SEC11A,PNN,DYNC1LI2,C4orf48,NT5C3B,ARL6IP5,ASB6,CKAP4,ADSL,VAV2,AC012005.3,RPL18,EDF1,SRSF6,COX8A,C1orf21,SLC7A2,CREB3L1,NFKBIZ,SULT1A1,CHMP3,NCK1,PFKFB3,ARPC2,NFKB1,TIMM50,THSD4,FRMD8,TRAPPC6A,DCK,POTEF,RPL39,CAP1,MALAT1,NDUFAF6,SLC30A5,MAEA,CD320,LAMA2,TMEM248,HOXB2,PSENEN,ADAM15,SRP9,TNRC6B,GTF2I,PIP4K2B,FAM195A,GDI2,NDUFS7,CRLS1,DPYSL2,RPL6,FXYD5,PRDX6,CCND1,ACADVL,HSP90AA1,RNF220,CNN2,TNRC6A,CFLAR,RPS15,SHKBP1,STAT1,NIT1,HIBADH,AUTS2,ADAR,GABARAP,ESRP1,CACFD1,ERH,PGAP3,PROM2,PCYOX1,CPSF6,NDUFA10,SNTB2,ATRX,GOT2,ELMSAN1,PKP4,NAAA,NECAP2,TWSG1,RPL4,RAB1B,TAF11,ARHGDIA,RAP2B,EIF4A3,MAGEF1,AAR2,CTSF,NPM1,NSDHL,PLEKHA5,SLC25A24,VCAN,WDR34,ARID5A,CSDE1,KRT19,OSGEP,NCOA4,UBL3,CBWD1,NUDT9,RPS3,PSMB9,FUBP1,SULF1,MVP,IL10RB,CYP1B1,GOSR1,STK17B,RPL18A,DPP9,CTPS2,PPP1R1B,THADA,PSMC4,PHKG2,CD55,CAPN2,ACSL1,SERPINE2,FLNA,HNRNPD,KIF5B,TCF4,COPB1,TNC,RPN1,MDH2,TMEM134,OAT,VMA21,CDK12,PPAP2C,CUEDC1,TM9SF2,CCNG2,ARMCX6,FUBP3,C15orf40,GSE1,GOLT1B,FCF1,SLC2A1,RBMX,STX4,RAB8A,MYO1B,HIPK3,PRLR,CNOT7,NPIPB3,NUFIP2,FKBP4,BNIP3L,ARF1,AC113404.1,MESDC1,TMEM126B,EDEM1,PSMD4,SEC31A,H2AFZ,CREB3,SRP72,FAM21A,TRMT112,ESD,AEBP2,MCOLN1,CDC25B,TSTD1,POTEE,NDUFA12,DAP3,LSR,COX5A,UBA52,NEBL,ADGRE5,SRSF7,AKTIP,MANBAL,TMEM141,WIPI2,ADNP,WSB1,FADS2,ACTN1,TCF12,AURKAIP1,PHLDA2,MAN1A1,COTL1,LDLRAD4,MRPS36,PAPOLA,ACAP2,PRR15L,FAR1,UTP18,CISD2,UBE2L3,SYAP1,CLPTM1,CNOT2,SEC11C,FTL,LRP10,C1orf64,MAN1C1,RPL27A,BTG1,SERINC5,EML3,DNAJB9,ARFIP1,AC010642.1,TMEM106C,IMPAD1,SDCBP,SERP1,PRRC2B,SHISA5,ANKRD11,CALU,HNRNPA2B1,AGR2,NDUFC1,MBOAT7,CNOT6,NSD1,GABARAPL2,NUDC,TUBB4B,PAIP2,RPL9,NHP2L1,BAZ2B,APLP2,ARHGAP5,PITRM1,EHD4,RIPK1,ATP5E,PHF21A,SEMA3F,BCAP31,BTG2,CARHSP1,MEPCE,CSNK1A1,CYTH1,NCL,LRP6,PSCA,RBM3,SCNM1,HMGA1,ERGIC1,CHPF,NOL7,FAM178A,MTG2,RPL29,PPM1B,CCDC84,MAFB,MBD4,RPL21,NOTCH1,RPS23,C17orf96,COX7C,TNFRSF1A,CBX3,SARNP,DPM1,RPL36AL,THBS2,RFC4,SLU7,ZNF598,XRCC5,ELN,ATP6V0B,UQCRH,LCMT1,LAP3,RPL22,LITAF,BATF,TCEA1,CTSD,FAM174A,ATPAF1,PRICKLE1,TCF7L2,LTBR,MITD1,COL1A2,PIGO,RPS10,UBXN6,RABEP1,TRIO,ZBTB7B,MRPL28,AHCYL1,STK3,RAB28,GYPC,RRM2B,TGFBR2,RGL2,ADSS,QKI,SUCLG1,SLC25A5,RAP1A,DDX23,NFIC,RER1,PSME4,ZYX,BCL2L11,FAM207A,TOR1AIP2,CASC4,CRTC2,LPGAT1,DDX17,PRPF19,KLF6,GSK3B,TRIM26,IGF1,ATP5F1,SPARCL1,PLIN3,YWHAZ,GNG11,ERBB3,PLXNB2,UBLCP1,NAA38,SPCS1,SEC24B,MAST4,ENY2,CHP1,ALDH4A1,RTN4RL1,RPL28,PA2G4,PTOV1,RWDD1,MMS19,ARL4C,NAA50,TNIP1,RAN,B4GALT1,SLC35E2B,HPS1,BBX,RPL34,SAT1,CLN3,PRKAR2B,YES1,DYNLL2,SRSF3,CST3,MTDH,HSPA1A,YME1L1,FDPS,COX17,ELP2,SMIM11,TRNAU1AP,KLF10,DNAJC8,MRPS35,RBPMS,C3,TUBB3,HDLBP,NIPAL2,FBXO7,AGO2,PSMB3,CAPZA2,CD81,OSBPL8,ELMO3,SERBP1,SLC16A2,FAM50A,ZNF740,APRT,ATP2C1,UAP1,USP34,TIAL1,AP2M1,CREBBP,MBNL2,S100A14,TRIOBP,TMED9,ANK3,ARL3,ANO1,CSE1L,LIN7C,HNRNPA3,AP1S2,ATP2A2,MRPL57,CPTP,GIT1,TMEM41A,EIF4H,LACTB,PEBP1,SEP15,CCNL1,POLDIP3,SOCS7,STXBP5,ERLIN2,GAS2L1,ATF6,NPC2,GLB1,CLDN11,POMP,XRN2,TAX1BP1,CRIP2,HIGD2A,WTAP,TMED4,NACA,ITFG1,GALNT6,SLC17A5,ITFG3,TUFM,CLCN3,SEPT2,STK39,TMEM208,DRG2,TMUB1,FH,MAVS,MCM3,NUTF2,GTF2H5,GNA13,GALNT10,PMEPA1,RGS5,SERTAD1,ZNF706,RXRB,MON2,TGFB2,STX3,PDLIM5,SIDT2,RPL12,SIPA1L1,PPA2,TIMM10,TMSB10,FAM92A1,EFEMP1,PPAPDC1B,TMED10,COL5A1,HNRNPK,PFN1,DEAF1,ADIPOR1,FNIP2,PACS2,ACSS1,RHOG,C14orf2,JTB,HTRA3,LSM3,IL4R,GPRC5A,PARP14,SMG7,PSMC2,GAK,EBF4,CKLF,RRM1,SCAF4,ARFRP1,RLIM,OAZ2,NUDT16,PPIE,SET,ZNF281,PDIA3,PFDN2,PLEKHO1,XAB2,ERBB2IP,PIGT,YKT6,EIF4G1,TUSC3,VCP,GPR137B,SRC,RCN2,ABCF1,CCDC152,TAF2,FUNDC2,MFGE8,TXNL4A,FTSJ3,CPOX,KRT8,XRCC6,XPOT,GFM1,CCNG1,GNB2,AKT1,SOX11,PHC2,DBT,PIP,TIPRL,RNF126,PKD1,P3H4,COX20,ST5,S100A13,HDGFRP2,ECM1,LYPLAL1,ITM2B,NRBP1,FLYWCH2,EID2,PLP2,SLC39A6,MRPL42,BLMH,PSMA2,TMEM87B,CUL3,USP15,WDR18,DUSP6,ZSCAN18,PPIA,TMX1,RPL7L1,TNFAIP2,CTSZ,GOLGA5,GGCT,PERP,SRSF8,CSNK1E,C19orf53,ASAH1,ETS1,RNF11,MLF1,CIRBP,HNRNPUL1,EIF3B,CACYBP,NTPCR,C1orf198,SERF2,SLC39A1,ARL6IP1,GTF2H2C,ANXA5,FADD,COX7A2,HAGHL,PSME1,CYB5A,MLLT4,ETNK2,SNRNP27,UGGT1,ETF1,SF3B3,XIAP,ABHD12,LIMK2,LRRC15,SDHA,PGAM1,COPA,MRPL17,MBD3,RIN2,CBFB,AFF3,NFE2L2,DUSP23,SRRM2,SORD,ARL6IP4,KLHDC9,FAM3C,NBL1,PDIA4,IDH2,BAMBI,HUWE1,ADAM12,TOR3A,UBAP2L,FEM1C,PPA1,PTBP1,RHOB,JMJD1C,SPPL3,EMB,ALCAM,LRBA,DEF8,CELF1,PYROXD1,PLEC,SLAIN2,KPNA3,CSTB,CCT2,HTT,CBWD5,OGDH,SLC1A4,PCNA,PTPRA,TMEM230,TOR1B,PIK3R2,APEH,VASP,FOXA1,MTA1,KIAA1467,USMG5,COL15A1,NNT,RBM5,SLC39A3,SGK1,ANXA1,WEE1,PRKAR1A,TRAM1,TLCD1,SPG21,C12orf10,NOL6,HELZ,UROS,BRD4,UQCRC1,CORO2A,TFAP2C,TIMP3,WIPF2,SNX18,TIMM10B,PSMD8,MARCH7,PPP3CA,PAPSS2,ADCY6,CBWD2,COX18,DUSP14,FBRSL1,NAP1L4,ELOVL5,HEBP2,RSL1D1,NAA30,ARHGEF11,SLC35C2,NFS1,PLAU,RABL2A,ITGB1,DUT,HOXB3,GDI1,RALGPS2,TMEM63A,PITPNB,SLC38A1,TMEM258,PCBP1,MESDC2,ATF5,EHBP1L1,SH3PXD2B,CDK5RAP2,SOD1,COMMD3,SMAD7,POGZ,RABL6,MARCH6,PRDM1,RSL24D1,XPC,SIRT1,TARS2,TGFB1I1,SHROOM1,NADSYN1,POLR1D,RAPGEF1,CLDN3,GLUL,WIBG,FAM91A1,TXN2,KLHL22,MTRNR2L8,TPM3,HILPDA,MGST3,DDX5,CERS2,GNS,ESYT1,ANXA9,AP2B1,AIMP1,TMED3,GPC3,SETX,SNX5,PRKD3,BZW1,TMEM55B,PIK3C2A,SMEK2,C9orf89,RPS17,P4HA1,RPS15A,PYCR1,PANK3,CWC25,CSTF2T,PPP1R14B,CDS2,PREX1,CPEB2,CD37,RPS6,ITGAV,MT2A,RFK,PDP1,IDI1,PSMG2,RASA4,SEPW1,RPS16,ZNF704,TMEM165,PHKB,BRAT1,TIMMDC1,SDHD,PCSK7,RCOR3,BLZF1,DNAJC1,DPAGT1,PPP1R16A,PIGC,MRI1,MANF,SMEK1,UBE2K,HIF1A,PYGL,PDXK,ATP6V1A,HLA-DQA1,SLIRP,CECR1,AP1S1,SENP3,CDC123,TMEM43,TRIM56,IREB2,LATS1,NR2F6,RARA,PCGF2,HLA-DMB,UCKL1,BIRC2,COPS7A,TTYH3,BCS1L,ABCD4,EFTUD2,KRTCAP2,SDR42E1,TOP3B,KMT2A,COMMD1,NPIPB5,ARHGAP12,IRAK1,SPAST,UQCRC2,ALG12,MRPL4,MYO9B,DPYSL3,LRCH4,RPL15,ACSL3,NUDT3,RAB32,PPP6R3,MED25,GTPBP4,MRPL33,NAP1L1,BGN,ASAP1,FGFR1,SUCLG2,FAT1,VTCN1,PPOX,FZD1,FGFR1OP2,SLC25A1,GRSF1,DNASE2,ARHGDIB,ATP8B2,SELENBP1,RPS27L,PPFIA1,ZNHIT1,ATL3,SPCS2,DRG1,DUSP4,KLHL2,CCL5,MARVELD2,PBX2,CREB3L4,BLVRB,ATP11B,OAF,TFAP2B,SERPINA5,NCOA3,RRN3,C9orf91,TSTA3,MRPS25,GLTP,RHOA,TMEM203,PVRL2,NNMT,SLC39A13,TIMP2,CAPN1,ALAD,FAM136A,SDC4,COLGALT1,DYNLL1,JUN,SMG1,TOB1,H3F3B,ACAP1,SGCB,DGCR2,ATOX1,MRPL55,CLIC4,WDR83OS,PPIL1,SNRPC,TMA16,GTF3C1,TPD52,PRKCD,SLC25A32,STX10,FBXO3,ZBTB10,RDH10,EIF2A,TMEM135,DCAF11,TMEM39A,CTNND1,OSMR,HDAC1,MORC3,UBIAD1,AGTRAP,NOMO1,RUVBL2,C1orf43,COL1A1,STMN1,PPIG,IFI27,PRDX3,GIT2,UBR4,ERBB2,TLE1,ZHX3,IFI16,ZNF395,CTBP1,SP1,SETD2,TARBP1,WDR5,ALG3,ARID5B,TNPO1,KHSRP,EEF2K,MLLT10,PCNXL4,TMEM184B,FOS,CRBN,RHOBTB3,NFIA,CIPC,MALSU1,IQGAP2,DHX15,RTN3,LMBR1,FBXL3,RDH11,RPS20,IRF3,SUPT5H,PTK2,MBNL1,HSPA4,SNX17,PI4KB,C19orf43,YIPF5,DCAF6,VWA1,EFHD2,PAPD5,AC006386.1,EXOSC10,ATP2B1,LTBP3,SLC38A2,MAPK1IP1L,MTMR6,CLCN7,APH1B,HMGB2,NUAK1,MRC2,PTPN1,NAA10,UQCC1,IPO9,NFU1,SLC12A2,ANXA7,SLC7A8,SEC61A1,PRR13,NOL9,GATA3,CSRNP2,GIPC1,GALNT3,CEACAM6,CRTAP,TSFM,TDP2,NIPA1,ZBTB2,SEPN1,PIM2,MFSD10,TLE3,COQ9,UQCRQ,VPS33A,TM2D1,MYH9,OPA1,ADH5,IRX2,RAB5B,SHB,NPRL3,ARMT1,MKNK1,ZNF207,TNS1,NKTR,EXOSC5,CAPG,OPLAH,GRB2,PSMA5,APOE,FAM189B,TMED5,SLX1A,SPIDR,BAP1,SFPQ,CDC34,SF3A3,SERPINH1,HMCN1,TMEM2,IGSF3,ATP5H,TNFAIP1,CDC37,MARK2,DYNC1LI1,KLF2,AKAP8L,BZW2,APH1A,SMS,QDPR,WWP1,ANKIB1,DNM2,PSMD7,ITGB6,EIF4A1,TRAF7,DCTN5,RHBDD3,WFDC2,CTSC,EOGT,KDELR1,TRPM7,PUF60,LRPAP1,ERF,ETFB,KRAS,NDRG1,SLC12A9,HINT3,BCL3,TMEM159,TMPO,PRRX2,SNRPB2,MYDGF,SEC23A,FBL,TCF3,PROM1,TSPAN4,PWP1,DAD1,PRKCDBP,VPS28,DPP7,PPP2R1A,DPM2,JCHAIN,PRKDC,PGM2L1,INTS1,CCM2,NOP56,ITGB5,SAR1A,ETFA,CXCL14,ZBED5,DVL3,MYL6,IKBKAP,MRPS7,CTSA,RBL1,AGRN,NDUFA4,BIRC6,S100A16,PLXND1,NCLN,SUPT16H,DYNLRB1,MXRA7,MAP3K2,PDHA1,SELT,CCDC91,SWI5,YIPF4,FKBP2,NME1,DNAJA2,ABHD11,FBXO32,MYL6B,C10orf32,HMOX2,PNRC2,RAI14,CAPZA1,PLTP,ZMYM2,NEDD9,TGM2,UBA1,TNPO2,ID2,LPCAT1,PRPF8,BCAS2,ACTG1,PLEKHM2,TBL1X,SPRYD3,EIF4EBP2,SQRDL,TNS4,GSR,GATAD1,TMEM14A,NOSIP,RANBP9,NDUFS4,ZNF638,ROGDI,PITPNM1,CLU,OCIAD2,COL10A1,PFDN6,ELMOD2,RELA,ALDH6A1,TMEM238,CST4,SSR1,ATP5O,HDAC2,AZGP1,HN1L,ATP5D,CHMP5,PLEKHJ1,TTC9,MIDN,CHTOP,CAPZB,ALG6,RPS26,MADD,PAPD4,TP53INP1,EHD2,PNPLA6,HECTD1,EAPP,TM4SF1,RAD50,VPS29,FUS,SELM,ANAPC5,S100A8,DUS1L,CLK4,MACF1,DCUN1D5,INSR,NUPL1,WDR59,GOLGA8A,CD59,MXRA5,NDUFB10,RAB2A,RAP1B,RSF1,VSTM2L,CMTM6,NHLRC3,CLDN4,MUC5B,FDFT1,TYROBP,EIF2S1,HLTF,CDC42BPA,SCNN1A,OSTC,RPL13A,LZTFL1,CLIC1,COMMD6,TJP2,MTX2,THRAP3,ZC3HAV1,PGLS,PHIP,GUCD1,EHMT2,BASP1,CHD9,TIA1,SBNO1,AAK1,NOMO2,FKBP15,PIK3IP1,TCEAL4,RBM10,POLI,PLA2G15,PDGFRB,APOL6,GPBP1L1,ZNF451,RAB3GAP1,SPNS1,TMEM263,EEF1B2,TBC1D15,HCCS,ANKRD36,EMILIN1,PPP1R37,SLTM,LMBRD1,TSC22D4,FBXW11,RPS11,RNF103,GBP1,ILVBL,KIAA1429,SOGA1,RALGAPB,ERMP1,NAPA,NCS1,SPTSSA,MRPS23,PUM2,STK17A,LTBP4,CD151,PDLIM1,VIM,RTCA,AXIN1,THOC2,RNF149,MCM7,MED17,MARVELD3,FOSL2,LNPEP,CHKA,RBM25,SLC35A5,WNK1,MYL12B,LBH,IER5L,URI1,UPF1,DDX46,ATP2C2,ENG,SLFN11,GADD45GIP1,RPL5,PPP1CC,PIM3,ZNF264,ATP6V1C1,KLHDC3,PVRL4,RMDN1,CLOCK,S100A9,NCOA5,TKFC,FNBP1L,FAM49B,CDC42EP1,PYCR2,CDH11,TMEM123,COA6,RANBP1,PPP1R12A,PES1,BST2,EIF5AL1,FKBP5,MIEN1,CDH1,FAP,AGT,ATM,KANSL1,DNAJC4,SLC39A11,YIPF6,UNC5B,MAZ,RABGGTB,MPV17L,SCFD1,UNC93B1,MRS2,DDOST,SMARCAD1,SGMS1,SUPT7L,DSP,SPPL2A,ISCA1,MSRB2,LETM1,LSM7,RAB1A,MARVELD1,B4GALT3,METTL1,SLC35A3,RBBP6,PHF12,VAC14,HNRNPDL,RAB30,HINT1,STAT3,ATG3,KCTD20,C19orf52,ITGB2,WASF2,SDHAF2,RAC1,LOXL1,HADHA,EBP,NAGLU,TCEB2,DNAJC10,LRPPRC,GOLPH3,HLA-DQB1,PARP1,POLR2E,STRBP,RBM39,CCDC71,ITGA3,ATP5A1,KDELR2,OSTF1,GRN,S1PR3,SGPL1,SEC61B,DIP2B,MED28,ABHD2,CEP70,ATP13A2,MICAL1,NINJ1,GLS,TRAPPC9,ABHD15,CNOT6L,VAMP8,SUMO2,EMP2,C19orf70,MID1IP1,SYNJ2BP,HDAC7,DCAF13,ARGLU1,UGDH,GNA12,PTTG1IP,SEC13,MORC4,YAF2,NMT1,ZEB1,TGFB1,SP100,CYB5R3,SERPINB6,ZNF12,BCL2L1,FUCA2,MDM2,RCN1,PRPF39,IGFBP2,KMT2C,HSPA5,SECISBP2L,FUCA1,LUC7L3,ZFP30,NACA2,ZBTB38,DYNC2LI1,NDUFB2,ERGIC3,PABPC4,POLR2H,DBNL,TBCA,CXCL17,SGK3,AP1M1,TBC1D10A,SLC4A2,PSMB6,ANAPC11,HP1BP3,CCPG1,LAD1,MEF2D,KDM5B,PSMB8,XRN1,GAA,ATP5C1,PIGS,UBXN1,PRICKLE2,STOM,C12orf49,MS4A6A,RPL32,GAS6,GSTK1,NFYC,SOS1,NDUFA8,UBXN4,CSNK1D,DNTTIP1,ATXN1,RETSAT,OGT,SMIM14,PYCRL,PDHB,DTNB,IFT43,TBX2,COMMD5,ERP29,FBXL5,ELL2,RAB4A,PVRL1,AKR7A3,SNX4,RPAIN,KRT81,POTEI,NOL10,HSD17B10,ANTXR1,PIK3R1,STX6,DTX3L,HK1,DDX18,NRAS,TIMM9,POLR3H,UCHL5,ZNF544,EIF2S3,POLR2K,ATPIF1,NIPSNAP1,QPRT,COMT,NPNT,CTSL,FEM1A,RNF167,MZT1,MTCH2,RAB22A,LMAN2,PNPO,BSPRY,RNASE4,FBRS,CD52,GUK1,KIF3B,DENND2D,EDARADD,TXNRD1,SF3B5,MAPRE1,POP7,SDHC,UBE2R2,ALDH18A1,MEX3D,ATP13A1,TCIRG1,PCBD1,CUL4A,GSS,SEPT7,EFNA4,ELF3,TBC1D2B,ARFGEF3,PARP2,MED15,CGGBP1,ZDHHC3,SFRP4,CALM1,C5orf24,RAB11A,MRPL51,LYPLA1,FIS1,MAP2K3,AMFR,FRS2,BABAM1,PFDN1,TAP2,NDUFA5,DTYMK,DCTN1,PSMB4,TMEM50B,DSE,SEC61G,STRAP,TMX4,AKAP11,CMC1,ORC3,SGMS2,NACC1,IGF2R,LONP1,NISCH,ANXA4,CCDC50,MYADM,HMGB3,MKL2,CHMP1A,TRPC4AP,GALNT1,CTSH,DENR,CHCHD10,GYG1,C19orf33,PAPD7,ORMDL3,C16orf89,SH3D19,RPSA,FAM120AOS,SCARB2,NAGA,LDOC1,HYOU1,CSRNP1,MYO6,GSN,SMIM7,TRIM41,PCBP2,ATP5I,BCAS4,DRAP1,SERF1B,LRRC47,CCNL2,LAMA5,EPHX2,PNP,PLD3,ROCK2,SPG11,PPP2R2A,GPR107,APMAP,TOLLIP,JMJD4,C5orf30,SRP14,DDX56,FCGR2A,RGS10,KIF13A,HERC4,LUC7L,SNRNP200,ATP1B3,NELFB,BTBD2,PRCC,UCP2,PANK4,SLC44A1,PNISR,PPDPF,ELF1,GANAB,DCAF5,HKR1,CLIP4,NFKBIB,VPS35,PRMT5,UCK2,DNAJC19,UQCRB,PHLDB2,BHLHE41,MLLT6,PDLIM2,USP47,HS6ST1,GDE1,LAMTOR1,RALY,TMEM167A,FBXO27,PUM1,KIAA1715,DYRK1B,NSRP1,RPL26L1,FUT8,LEO1,U2SURP,RPS4X,RPL22L1,DLST,ARAF,TM7SF2,SQLE,ARL5A,USP4,HACD3,COPS2,FAAP20,AK2,PPT1,PYURF,LGALS7B,TBC1D24,MRPS12,SIL1,LIMS1,UBR7,TADA2A,HADH,C6orf48,RPRD1B,NEK7,PSPC1,ZNF106,KPNA6,NR2C2AP,PACS1,RAB10,GLRX5,PABPC3,MTMR12,KCNK6,MAPKAPK3,KIAA1522,SLC50A1,AHNAK,PTCD3,SMARCB1,ANAPC16,IRX3,SLC19A2,TMEM87A,GNG12,ATP6V1G1,SCAMP4,ZNF664,SSU72,SAR1B,SFSWAP,ADAMTS15,UBXN7,PDE12,ATP6V0C,GLRX3,ELK3,ECHDC2,COL6A1,ECE1,NDUFA3,CD164,TPRG1L,NFIB,HSPA9,MRPL20,CUTA,MAP7D1,ARPC5L,PKIB,SPPL2B,DDX6,CDKN1B,APP,SURF1,SPIN1,SLC25A26,PPP3R1,DDRGK1,TCEB1,YBX1,ACTA2,MAP4,MRPL9,ZCCHC24,MBD1,FBLN1,FOPNL,PCMT1,RBM47,PSMA1,ZDHHC20,MSRB1,PTGDS,TXN,CAMLG,SNX3,MOV10,XPO7,GSDMB,FGG,HDGF,SEC24D,ZC3H15,KPNA2,HLA-DRA,CLK1,MED23,IER3IP1,TRMT1L,CYBRD1,ORAI2,COMMD4,CPSF3,TRIM27,SDC2,THAP5,E2F4,KIAA0430,IDE,ATP5J,HACD2,ZNF263,CREM,NHSL2,CARS2,MMP11,TIMM13,COPB2,LENG1,COASY,TSC22D1,TMEM259,GOLGB1,TSPAN1,CASP2,BROX,H1FX,IKZF3,MNAT1,ARFIP2,CCDC6,PRDX4,NFIX,TPP2,ZNF33A,SMARCA4,EDNRA,TIMM17A,SYNE2,BAIAP2L1,RGS4,IQGAP1,ATP6AP1,S100PBP,PLOD1,LRRFIP2,ATP2A3,SP110,PCID2,ACTL6A,UROD,PKDCC,GALNT7,MCMDC2,ATP5B,HAX1,DOCK8,IP6K2,CTDSP2,SLC25A29,GLT8D1,MRPS17,MRPS6,MYO5C,ALAS1,MAT2B,NID1,SLC44A2,TMOD3,ABHD13,VKORC1L1,TAF13,RYK,ALKBH7,MFSD2B,LTBP1,CYR61,MAGT1,TMEM30B,NEU1,CPSF7,PC,TWF2,MAP4K5,CD2BP2,GPCPD1,CACNA1F,NAGK,UBE2L6,CSTF1,FAM8A1,KCNK1,ARL2,RPS19BP1,SLC4A7,HRSP12,LTB,BEX1,EWSR1,ACBD3,APOBEC3C,PHACTR2,SHARPIN,TRIB1,ICE2,CTDSPL,CDK2AP2,GLOD4,CDK11A,CES2,CALM3,OLFML2B,COL16A1,UBE2N,ATP5G2,SAA1,CCT6A,INTS10,SLC11A2,RBM8A,LAMA4,CALCOCO2,COMMD9,TSC22D2,AP1B1,DHX9,DDB1,CCDC167,MYB,SNRPD3,ERGIC2,NUCKS1,ITGB1BP1,HEG1,CTGF,LMO7,BIRC5,CCNDBP1,ZNF688,MVK,CD36,ABHD3,CSAD,LOXL2,VPS16,AKNA,MBOAT2,AMOTL2,CEPT1,GRAMD4,PQBP1,RORC,MAN1B1,AP3D1,ANO6,EIF2AK2,FBXL20,CTNNBL1,CYBA,PSD4,SUPT6H,CLTB,ARCN1,CCNY,CLTC,GNAI3,MAPK1,KDM4B,THOP1,RHOT2,YIPF3,PCYT1A,PEA15,NOLC1,TMEM128,PDGFRL,IAH1,BET1L,SERPINB1,WDR90,FBXO18,ETV6,ATG101,SRSF1,MRPS16,CEBPD,AGPAT2,LAPTM4B,IFITM2,ZNF148,RNF40,EFHD1,PAM,EIF6,NCSTN,FUNDC1,ATP5G1,PMM2,TTC37,NDUFA9,C8orf33,DRAM2,SKP1,GSTP1,USP24,APIP,MTHFR,ZBTB18,TCF25,SRGAP2,HBS1L,MMP15,SDC3,SRRT,EPN3,GSK3A,MTCH1,PFKL,RING1,PIGQ,BRK1,UFD1L,TGIF1,LSS,CPPED1,PLK2,AIG1,BOLA1,DNMT3A,PSMC5,AGPAT3,PNMA1,KIAA1217,PSME2,BID,POMGNT2,SEC24C,UQCR10,BTBD3,DR1,TMBIM1,RPL27,PSMD12,IGSF9,MED9,LINC00493,CCT7,MRPL13,AK6,USP7,MAF,UQCRHL,MRPS15,ETNK1,PEX11B,TMEM50A,LIMD2,SEMA3C,MAPK6,CHCHD1,SPATS2L,CNOT8,MIER1,DAB2IP,JKAMP,PFDN4,HSPH1,AQP1,HDGFRP3,RAB24,PCM1,POLD4,CTDNEP1,GINM1,EXOSC6,CDK5RAP3,SUN1,ADNP2,TCAP,MRFAP1,EIF5B,CBR1,ADCK3,SMC5,GLIPR2,MAN1A2,PAICS,KLF16,NFE2L1,TMEM242,NCOR1,RAB18,LIMA1,FAHD1,IDH1,OXA1L,TINAGL1,PTCD1,JAK3,ISLR,GPD1L,SPHK1,UTP3,ANKRD13D,CUX1,NDST1,TMEM132A,STAG2,SLC6A8,CMBL,AMD1,PODXL2,KIAA0232,ADD3,PTPN11,NPTN,MATN3,SKIL,CHD6,FBXL17,UBE2I,NR1H2,TMEM30A,UBA2,TRA2B,GLTSCR2,TBC1D4,PLXDC1,MFF,RECQL5,NOMO3,NUCB2,SYNCRIP,CECR5,NBPF14,TRPM4,GREB1,RPL7,SUV420H1,UBE2Z,VAMP5,SOD2,RBM12,CD2AP,PCNX,SLA2,CARKD,TRAPPC2L,PAGR1,MKRN1,SLC12A4,PEF1,PSMD2,UBR3,PHF14,LAMB1,KITLG,CEP68,BRE,C7orf26,HSP90B1,FAM58A,MAGOH,BAG6,BCL7C,SSH1,AASDHPPT,CYFIP1,FAM208B,PSEN1,KANSL3,GPR160,RALGAPA1,MRPS10,C6orf89,GARS,NUDT2,USP22,SLC27A4,PARP10,CRACR2B,CD82,DBI,CDC42SE1,NSMCE2,SNX14,RBM28,DCP2,ADO,NT5DC1,TBCE,DKC1,FASN,RFC2,TMEM131,GMFB,DNAJB2,PSMC6,MCMBP,NONO,PTPN12,AARS,PML,NQO2,LAGE3,EPS15,HNRNPM,ELMO2,INSIG1,CD47,ARFGAP1,ZSWIM1,SPRED2,CSNK2A1,NUP133,WBP5,PRSS8,CA12,GBA,COG3,CYLD,CFAP97,TPD52L1,EFCAB14,POLR2A,MAGOHB,CUL4B,NCOR2,CCND2,RBM38,EIF5,RPL35A,IFNGR1,ZNF329,VWF,COA5,SNRPG,GGT7,C1GALT1,DNAJA1,CCNB1IP1,TRPS1,ATP6V1H,MICU2,LMO4,MED1,CCT3,WDFY1,ENTPD1,ALDH9A1,CHID1,IFI35,PSMD10,RNASEH2C,KCTD3,SERTAD3,NBPF9,CASP3,FLOT2,NUCB1,SBF1,TAF10,ANXA6,RAB5C,GRASP,TTC36,COA4,ACAA2,TRAPPC4,CIC,PPP2R4,EDEM2,KLC2,ASS1,NABP1,TRABD,VAMP7,KIFC1,GABPB1,AMOTL1,PCNT,CRYAB,ATP6V1F,ASL,ABCA3,FAM84B,C10orf54,LAMC1,SEC22B,PRPF6,MFN1,NSUN2,AREL1,ACAP3,CELF2,ARSA,RARS,TOB2,G3BP1,KIAA2026,ALYREF,CLPP,BCLAF1,CBWD3,BRWD1,DST,DGCR6,SYTL1,RPS25,S100A4,YIF1B,STX7,QRSL1,CCNF,ZNF644,GTF3A,VIMP,HIBCH,SNX30,FAF2,COX7A2L,OTUB1,KDM2A,TNKS1BP1,C15orf39,DSC2,VAMP3,U2AF2,ENTPD4,GPATCH4,PDPN,ARF3,TOP2B,STYXL1,IGSF8,ADAMTS2,NELFCD,PBXIP1,PLVAP,TMEM219,COMP,ATIC,GORASP2,PINK1,HSPA14,HNRNPA0,MTMR2,SPATS2,PPIC,TARDBP,COL4A2,GPBP1,FZD8,TGOLN2,FOXP4,VASN,CD248,MGAT2,EIF3C,TSPAN3,ZC3H7A,ETV3,SAMD1,EIF4EBP1,EMP1,ARRDC3,NSA2,AHCTF1,HIGD1A,CISD1,GBP2,TMEM192,PIK3R3,RNF216,WASL,TWF1,MEST,NPC1,FXR2,PEX13,UBE2V2,INPP5J,RCC2,CBX1,KIF16B,WDR82,COX6B1,PROSER3,SS18,TTI1,SDCCAG8,FMO1,ARPC5,MAP3K1,CA8,WNT7B,CASZ1,CLTA,ADRM1,ARID1A,POR,UGGT2,B3GALT6,GPI,AKAP17A,IARS,EPS8L2,EIF4B,FNDC1,FBXO42,TNKS,NAT14,ZNF609,COL6A2,GTPBP1,RPS13,TCF20,PPP2R5A,CMTM3,GTPBP6,C7orf50,SPOPL,IGF1R,WDR46,LARP4B,FAM20B,GM2A,PREPL,ADIPOR2,MUM1,MARCH9,CAND1,SKIV2L2,CISH,SF3A1,UACA,RAP1GDS1,ABHD17C,CCNC,NPIPA7,VPS45,FZD6,ZNF397,ASCC2,SCRIB,MRPL22,XPO5,C17orf89,FRMD6,QARS,MDFIC,EIF3I,PCMTD1,MOAP1,MTRR,DNAJB6,PMP22,ECHDC3,KIAA2013,FAM32A,TSC2,HSPD1,RPL17,ECHS1,PTPRS,BAX,ZFYVE16,ATG4B,HDHD2,CLNS1A,CD109,HNRNPUL2,TMEM119,DLAT,ZDHHC12,PJA2,AFG3L2,SPOP,OSTM1,SLC48A1,NCBP1,JMJD8,OXR1,LARS,NPIPA8,AP3S1,TSC22D3,RRP7A,BCAR1,RC3H1,NDUFB3,MYCBP2,G6PD,SRSF10,PKN1,CPEB4,MSL3,CHD3,TRIM33,RNF20,MAGED1,MTHFS,MZT2A,BRF1,NAIP,TOMM34,NARF,PLS3,SMC6,DEGS1,EPB41L1,RMND5A,PIEZO1,TCP1,CYBB,THOC7,CSNK2A2,RXRA,CDK2,PSMD13,VTA1,RC3H2,SASH1,GNAI2,UXT,TFRC,SCOC,RAB25,E2F5,ZW10,MSTO1,GON4L,IBTK,NOTCH2NL,EDEM3,SPP1,SMIM1,COPS5,BTBD1,LPAR1,MROH1,UBFD1,HADHB,LPP,UHMK1,TRIB3,RARRES2,EMC1,TRAPPC3,PSMD11,STRN3,PRAF2,GNB5,MISP,CDC42BPB,ALDH3B2,RBM26,ARHGAP23,DCAF10,STAT2,PARM1,DICER1,TMEM222,IPO7,ZBTB11,SPRED1,PSMD6,TFDP2,RNF44,FOSB,FAH,ASPH,UEVLD,PLCG1,SDF2L1,OCEL1,BAG3,DYRK2,GCC2,PON2,IFI44L,LPPR2,AGPS,PIP4K2C,CEBPB,ECI1,ANAPC1,BOLA2B,PDE4DIP,G3BP2,SEC23B,NGLY1,P3H3,MYO10,REST,PKP2,ATAD3B,TAOK2,BAD,WDR3,SELO,MVB12A,MTR,DCAF12,TRIP11,TRAPPC5,GLUD1,PYGO2,HMGN2,EGR3,HNRNPC,RARG,SYNRG,RNPS1,DSG2,CIAO1,DEPTOR,SZRD1,NAT8L,LUM,SNRPD1,EIF3J,LAMB3,SLC35A2,FZR1,IRF2BPL,LDHB,ZNF335,DIO2,MATR3,ZNF280D,SH2B1,FAM96B,RBPJ,ATXN7L3B,MTL5,SNAP29,NDUFS3,HSBP1,MAU2,AK1,ZNF655,PSMD14,CC2D1A,TUSC2,SLC35E3,CCDC132,ACO1,KIRREL,IL6ST,CCDC80,CITED4,SMUG1,SLCO2B1,CDK11B,SEC62,FAM83D,NSUN5,LTF,TPI1,TRAPPC12,CYB5R1,LYRM2,PRPF4,PLAT,MRPS22,NPDC1,PSMB7,KIAA1109,UQCC2,CCAR1,PLXNB1,TCAF1,TMEM70,SMDT1,MUCL1,TNK2,STK4,NCCRP1,CATSPERB,SEPT9,SEC14L1,TAF15,CNIH4,TERF2IP,TMEM167B,ISCU,DNAJB11,THRA,CTDSP1,NEMP1,SFT2D2,CAPRIN2,C11orf24,UBALD1,IL20RA,GALNS,KLHL42,MAX,CHURC1,CAT,ZNF22,ZFX,PIK3C2B,SUZ12,COX14,CHMP7,ZBTB37,ANKRD17,PALLD,CPT1A,NAA60,MTA2,ZNF703,ADCK5,PSMC3,ACOT13,YLPM1,LXN,TERF1,TMEM109,C19orf48,CRTC3,EIF3A,LSM2,ZNF467,AP1M2,ISG20L2,LARP4,RHOD,CD99,ATP5J2,NRIP1,APTX,ULK1,YTHDF2,UQCRFS1,ADD1,FAM89B,PPFIBP2,CRIM1,AIM1,ABLIM1,EMC10,SEL1L3,SORL1,MFSD6,PRKAG2,IMPACT,RNF2,NRP1,TBRG4,TRIB2,PTPRG,HM13,FAM83H,AIP,MAP3K11,LRRC8A,TBC1D17,HSF1,GMPS,XPO4,VAV3,NGFRAP1,SNAPIN,SUCO,NOP10,NPEPL1,MYSM1,WDR26,CSGALNACT2,BPHL,MARK3,LAMTOR5,EMC7,C14orf1,CNDP2,UFM1,DDX49,HN1,CABIN1,C3orf14,HGS,KRT10,CHD4,NDUFV1,POM121,TELO2,PHF5A,NTN4,PBRM1,UBE2E1,CKS1B,PICALM,EVI5,PDCD11,SSRP1,RGS1,BTBD6,UBE2E3,PPM1A,STIP1,MRPL41,NEK9,ANKRD36C,MIA3,MAPKAPK5,CUL9,ITSN2,SPTY2D1,C19orf66,SNX21,ITPR2,AGFG1,FRA10AC1,MFAP1,RGPD6,NBPF12,CST6,EPCAM,BIVM,NGRN,EMC3,PCDH7,USP48,CLPX,MEAF6,SMARCA5,CFB,EFNA1,PCBP4,C2orf68,TTC39A,RMND1,ENOPH1,PCK2,MRPS27,BLCAP,FUZ,RNF166,CDV3,MORF4L1,ARID4B,ARHGAP29,UPF2,RNF146,DDA1,PHYKPL,DIDO1,ZNF91,PLEKHA6,ATP6V1D,MCM3AP,CHMP2A,TGFB3,UBE2E2,CBX5,COPRS,ISY1,ODC1,REEP3,NBEAL2,ANAPC7,C1QBP,PDCD6IP,OTUD5,MBTPS1,CPQ,LEPROT,USP28,TLDC1,CXorf40B,CYTH3,SLPI,PIKFYVE,RPS6KA4,ZNF573,UTP23,MTX1,ACTR10,IP6K1,ENPP1,APOC1,TBC1D23,TMED8,ARHGEF2,HEATR5A,SUGP2,ARL8B,MOB1B,DAZAP1,PEG10,CILP,C16orf72,YWHAG,ARHGEF6,NUDT4,STK26,CCDC74A,TXNDC16,PCGF5,MRPL27,EFNA5,INPPL1,TSPYL5,DARS,NUDT21,ITM2A,SMARCD3,MAP4K4,C1QB,CSNK1G2,NF2,ZNF260,SVIP,REXO2,TAF7,HID1,BMI1,APPL1,CDKN1C,CAMTA2,TAF9B,GJC3,BEX4,CCDC109B,MCFD2,SMAD5,UBE2Q2,WFS1,MTMR14,IFT46,GTF2A2,CDCA4,PRKAG1,AXL,CD2,RANBP3,HEXA,RGS12,RAB31,TPGS1,LIMK1,ARFGEF1,PECAM1,RB1,C19orf25,FAM53B,PLA2G12A,PAPSS1,HNRNPH2,RUNX2,ODF3B,HOMER3,CMIP,NPLOC4,TOMM22,DUSP5,MYLIP,FKBP8,SACM1L,EPSTI1,ARF6,TMEM183A,MRPL23,MPRIP,CNBP,ILF2,FHOD1,STAU1,MRPL43,GATAD2B,C2orf54,ATF7IP,CORO1C,CCND3,DCAF8,TMEM189,WWTR1,TCEAL3,PPP2R3B,LIMD1,SLMO2,ZNF791,DCXR,CHM,TRAK1,TMEM115,DTX2,XPR1,DCTPP1,RBM14,RAB3D,SHOC2,C6orf62,EGLN1,AHCY,SEC16A,NUDCD3,MICAL2,ITPK1,SNX6,COX11,CUEDC2,DUSP3,RASEF,FBXO6,ELOVL1,SARS2,FDX1,CRY2,CKS2,CLINT1,TRUB2,MANBA,YAP1,BRI3,ARHGEF26,VPS13B,PPP2R5C,IFT122,ATXN10,LMTK3,HMCES,DIXDC1,ITPR1,RND3,MRPS34,NCKAP1,MLLT1,TMEM62,GPT2,PTPRK,GNL3,CTBS,THTPA,ZDHHC18,NOTCH3,LARP1,TXLNA,ADCY5,AP1AR,TPRKB,SRGN,CUL5,CSNK2B,STX5,SCRN1,ACOX2,DNAJC21,GNG5,TP53I11,PPP4R1,HIPK2,HLA-DMA,ZPR1,PPFIBP1,DPP3,EEF1G,ATP6V1E1,RUNX1,CREG1,HECA,MAGED2,FABP5,SNAP23,HNRNPR,HPX,YWHAE,ERLEC1,KLC1,ATP1B1,RAD21,GGA2,LAMTOR2,ATXN2,CMTR2,CRIPT,DNAJB14,TARS,PEX26,FAM160B2,WDR33,IQSEC1,HOXD8,TPST2,IRF2BP2,ACTR2,TUBGCP2,PLEKHH3,EMC9,ITIH2,CDC16,FZD7,WAPAL,FAM192A,N4BP1,SAE1,MCF2L,UCK1,USO1,MAP1B,FAM177A1,CYSTM1,ACLY,ELK4,IWS1,CDK13,PHAX,DDX21,KCTD15,YTHDC1,ABHD17A,HIST2H2AA3,SH3BGRL3,EIF4A2,CHCHD6,BRMS1,PPP3CB,ARAP1,ABI1,ZFC3H1,SRPX2,TSPAN9,RSRP1,ARMC1,EPB41L5,PRKAR2A,PRNP,KDM6A,SERPINA1,CCDC57,LLGL1,PDCD10,USP14,GMDS,ALDH3A2,C9orf69,ATP6V0A1,GPAA1,XPO1,ZC3H18,CBX4,CENPB,CA2,MRPL14,ZC3H11A,TMEM54,R3HDM2,GNPNAT1,D2HGDH,ARMC8,CHMP2B,CCL2,C9orf78,USP21,PARN,TTC14,LSM1,TOP1,ARHGEF37,ZNF623,SFN,LIPA,APOL1,PAWR,MCM6,ZDHHC24,GALE,U2AF1,LHPP,ARIH2,SYT12,PRPS2,GPR108,DLG5,GOLIM4,RANBP2,YTHDF3,HAGH,MTHFD1,RNPEP,PRKD2,COBLL1,SLC35B3,GABARAPL1,NUS1,METTL17,KIAA1191,CAB39,FLI1,CTR9,SPINT1,REEP6,ZMIZ2,SEC14L2,IVNS1ABP,ZCCHC14,UBN2,ALDH7A1,STK40,ZDHHC8,TBC1D5,EHD1,UBAC1,PPP1R7,MIB2,MLEC,CAMK2N1,TAB2,FOXK1,HES1,TRAF5,SAAL1,CARS,HES4,LEPROTL1,SSBP4,KAT6A,LYZ,HDAC3,TIMM8B,ABCC5,TMEM97,LAMB2,CPE,FAM98C,ILF3,EPN1,INSIG2,SKIV2L,EBAG9,P2RY11,FBXO25,SCP2,FKBP9,ZNF326,IFT52,SREBF1,CDC42SE2,MAST2,NDUFB5,SUN2,ZNF687,TPSAB1,ANKRD13B,AKT1S1,SEC23IP,SMIM12,GNA11,TMEM98,ANAPC4,DUSP1,USP36,MT1G,B4GALT5,MRTO4,APC,CSRP1,ANGPTL2,PCF11,STX16,DGKZ,C14orf166,CFDP1,NMRK1,RNPEPL1,PACSIN2,FNDC3A,ZMPSTE24,SLC39A9,ITGA11,ZFP91,NT5C,TM7SF3,PEX6,MGRN1,NMRAL1,TUBA1C,ALDH1B1,FAM173A,CERCAM,ITPRIPL2,CADM1,SYVN1,FBXL4,MMADHC,APPBP2,IFT140,SMPDL3A,SH3BP2,SAYSD1,SLC8B1,C17orf85,NBPF20,OSBP,LETMD1,SLC35E1,IRAK4,RNF181,SOS2,FRMD4A,RNH1,RHOQ,GREM1,FAM102A,ZNF274,CETN2,ICA1,PHPT1,CLSTN3,SF3B2,FXR1,SPON2,RDH14,METTL9,SLC39A10,MPDU1,COPS6,NUPR1,PRPF4B,PREP,RECQL4,SPIRE1,PIP5K1C,MARCH2,FAM83F,LTBP2,RAF1,SVIL,BOK,CAPN7,RNF141,SORT1,SSSCA1,SRM,PPP4R2,NARFL,MEGF9,TES,FAM198B,KLHL24,MTA3,PPP1R18,SLC20A1,AKR1A1,SLC5A6,FLCN,DVL2,CNOT11,MYO9A,VPS26A,ATP2B4,TBCD,ZFAND3,KIAA0040,SEPT11,TGIF2,HTATSF1,DHRS4,NDUFS5,SLC44A4,CERK,IRF1,NDRG3,FNBP4,MRPL40,NBPF10,CANT1,AHI1,HMHA1,PDCD2,IKBKB,SIDT1,RARS2,RELB,EIF3L,SPR,RRAS,H2AFV,PPM1F,TMCO3,MTOR,PGGT1B,NR3C1,C22orf39,SNRPN,AGAP2,F13A1,RAB34,RASSF4,KRI1,IFNAR1,GRPEL1,EIF2AK1,FAM120A,LHFP,UBA3,OSBPL1A,KIAA0368,AKIRIN1,MRPL47,SAV1,MME,ECHDC1,SUPT4H1,PSMA3,NDUFS8,PARP9,UBA7,PLXDC2,R3HDM4,TIMP1,AAMP,TADA3,GTF3C2,ZEB2,SHTN1,SREK1,KBTBD2,TK1,ALDH2,IMP4,CDK2AP1,ASNSD1,GFPT1,KCNS3,ITPA,PFKP,INPP4B,NFX1,DYNC1H1,RNF41,TXNDC15,PTPN23,METTL2B,AKR1B1,UBA6,NBAS,LDLR,SENP6,MTFR1,POLR2L,SLC3A2,FAM107B,SC5D,SOCS6,ACVR1,FAM134C,NABP2,MYO1C,FCHSD2,GAPVD1,VDAC2,NKIRAS2,TSPAN17,BBS2,UBL4A,DKK3,MAP3K4,MED10,CACUL1,SDCCAG3,GADD45B,LRRC14,ACTR1B,DNAL4,KDM5A,TMEM256,TMEM9,NCOA6,MGLL,BAG1,FAM20A,TXNDC12,REEP5,MARCH8,MXD4,ENOSF1,SRP19,RCOR1,SAP30BP,CDC5L,SPG7,ABL1,SCARF2,YPEL5,SNRPF,GOLGA8B,UBE2W,HIP1,EP300,PTRH2,MCTS1,C6orf1,RNASEK-C17orf49,WASH1,GJA1,ARHGAP32,MYBBP1A,MRPS26,SUMF1,ZHX1,DEK,CHTF8,ST6GALNAC2,SLC1A5,GOLGA7,LHFPL2,LGALS9C,MRPL18,TTC19,C18orf32,DENND5A,KDM5C,ATG12,ANKRD52,NBPF15,IRF6,RNASEH2B,PYGB,FAM35A,SLC31A1,AHR,WDR74,NDUFB1,ZNF121,KIF1B,TMEM19,LRFN3,CINP,SCO1,PHF20,TRIP10,PPHLN1,FBLIM1,EFEMP2,EIF1AX,MBD6,LLGL2,SEC63,CHD1L,HMG20B,NR4A1,SEPT6,ZFAND6,UBE2S,HDAC5,NOP58,TMEM214,METTL7A,MAP9,CST1,TMEM176A,KPNB1,SIX1,MRPS18B,POT1,LZTR1,TMEM55A,EGLN2,CEP57,PSMA4,PITX1,DHRSX,TMEM160,MRPS2,EIF4G3,RRAS2,COPZ2,POLR2J3,PPIF,PDPR,OGFR,CH507-152C13.1,TCERG1,WDR13,ZNF7,FAM127C,ATN1,TSPAN5,RSRC2,NFATC4,EIF2B5,BMPR2,TRADD,TFAP2A,CREBRF,COL5A3,HEATR5B,VPS25,PPP1CB,FBLN2,SHMT2,DCTD,FNBP1,TACSTD2,ZCRB1,SMAP2,TOPBP1,WDR81,RFC1,NCAPH2,DFFA,HIATL1,RNF115,GGNBP2,EIF4E2,RAB21,TPP1,TRIM8,DGKH,HCFC1R1,TMEM223,FGFR1OP,COL11A1,ZNF768,MCM4,AC004556.1,FAM98A,NDUFV2,VBP1,DGUOK,CLSTN1,SHISA4,NEDD8,DCAF7,CXCR4,SSC5D,SLC43A3,TMBIM4,TRAPPC11,ACTR1A,FANCF,VAT1,BET1,PRRC2C,SIK3,RAB6A,KNDC1,SLC12A8,GCLM,ABCE1,CYB561D2,MPHOSPH6,PSMG3,TCEB3,FBXW2,SLC30A1,DEDD,HNMT,CNIH1,RSU1,SP3,PIP4K2A,RHPN1,VPS4B,TMEM129,DUSP16,WDR36,SMYD3,CBLB,RPL39L,PI4KA,SLC39A7,HDHD3,ZC3H3,ALG14,pk,KXD1,NECAB3,IRS1,UNG,CORO7,C11orf58,SNRNP25,CCDC64B,FBN1,EPB41L2,CXorf40A,C1orf56,PARVA,SURF4,ATP6V0E2,GMPR2,ST3GAL4,NDUFS6,PMVK,SIAE,UBQLN1,WDR45B,CDIPT,NREP,GORASP1,NUDT1,GPC1,CD14,UBXN11,NOL11,ORMDL2,PPP2CA,BCL6,MSANTD3,NADK,NUDT22,BLVRA,CDKN1A,ZRANB2,UBE2G1,C15orf48,PSMA7,PHLDA3,CERS5,SRSF4,ZBTB7A,GPR157,STIM1,SPTLC2,SLC35C1,XAF1,RAB15,BAZ2A,H2AFY,CHKB,PDZK1IP1,TTLL12,PLXNA1,ACP1,KPNA4,CSK,PRKRA,UFC1,ETV5,RBCK1,CAD,MRFAP1L1,FAM21C,PRPF40A,HMGCS1,PNKD,TTL,ZFHX3,C21orf33,GATC,FAM114A1,ZC3H13,TP53RK,MYEF2,CTSS,FAM73B,BAZ1A,MSR1,IFI44,POLDIP2,SECISBP2,RPA2,TLN1,RABGAP1,RABGAP1L,RFWD2,YWHAH,KRT14,IST1,TFAM,IMPDH2,PPAN,PLOD3,AMZ2,PDE7A,AFF4,HS2ST1,PNMT,SAFB2,PRKACB,NMD3,FAHD2A,MED13L,NAPEPLD,KDM6B,GFOD2,YBX3,KIF1C,GRHL2,CFH,SOCS3,PHB,HDDC2,SLC25A25,POLR2G,ALG5,ARFGEF2,SPAG7,TBC1D10B,MT1X,ABCA2,FBXL15,COQ4,SF3B1,ARSD,KIFAP3,TSPAN6,PPP1R26,GGCX,BCAS1,TSPYL1,SDE2,EGFL7,RNF217,HLA-DPA1,FAM199X,LSM6,DDX1,VEZT,ABHD14B,CMTM8,POLR2D,ABCD3,DIAPH1,NEDD4,BLOC1S6,CLUH,TMEM199,CDC42EP4,BSDC1,PRKAB1,PEX2,FASTK,STT3A,TRIQK,ZNF552,PKN2,BDH1,ARHGAP30,YBEY,OSER1,SLC30A7,KARS,SLC2A3,TMEM127,RPS6KB2,DHFR,CLMP,NSF,EVL,ZNF384,FAM156A,BRD9,RASD1,C11orf49,BMP1,MSN,NUP98,ATP5S,AGAP3,TNRC6C,KLF9,TMX3,BRD2,PSMD1,TPBG,SF1,ZMIZ1,HEXDC,PAFAH1B2,FAM204A,NXF1,HOOK3,STRA13,DPY30,TAOK3,PNO1,RASA4B,ARHGAP21,TBC1D16,GADD45A,SNX19,DTNBP1,UBALD2,SDF2,PDS5A,CHAMP1,NFKBIA,SH3RF1,BAZ1B,PLAGL1,ARRDC1,SGSM2,MB,ZNF783,GPS1,DNAJC5,GCN1L1,TMEM63C,CEBPA,HSPBP1,FAM168B,POLR2C,SPAG9,ACADSB,PIH1D1,RUFY2,URM1,AP5M1,ATG5,FOXP1,SLBP,NEK6,SPECC1L,CDYL,TM9SF4,AP3M1,LGALS7,PSMB5,VAMP2,RNASE1,TC2N,BRD7,EDC4,RAP1GAP2,LRIG3,KPNA1,FNDC3B,STAT6,AVL9,C8orf76,MPI,SPTAN1,EID1,SLC45A4,MAP3K7,GGH,MRPL10,PGM3,MANSC1,SNRPA,DNAAF2,TMUB2,TMEM251,TXNDC17,RGPD5,MAPK14,ABCF3,TPRA1,SLC52A2,ANAPC13,BRAP,CNP,PIK3C3,TLK1,SBSPON,USP8,DGCR8,JUND,HDAC11,CHCHD5,SCO2,SBDS,EXOSC3,FBXO9,C4orf27,DLD,FRYL,CDC27,RHOV,DOPEY2,ASPSCR1,TMEM164,FAM45A,WRNIP1,SNCG,ME2,LURAP1L,AKR7A2,MUL1,C15orf59,OCLN,LRIG1,MOB3A,C1orf27,FAHD2B,BIN1,C1D,ADPRHL2,ACKR3,METRNL,ZNF146,GOLGA4,SAMM50,RIF1,PHF23,ATF3,PEX11G,ABI2,SYTL2,CSF1R,PLEKHO2,CRAT,KCTD10,EXOC5,HIVEP2,MLH1,SOWAHC,NBPF1,NCBP2-AS2,PRMT2,TRMT5,MRPS5,GSKIP,ELL,LGR4,KDM3B,CYB561,CNPY3,COL8A1,FAAP100,PISD,TATDN1,BRI3BP,FGB,POMZP3,NCK2,NSMCE4A,NTHL1,DGAT1,PDS5B,LEMD2,SMARCE1,NDUFA6,FOXD1,PPP6R2,ETFDH,IFRD1,GUF1,VPS54,EIF1B,ZNF292,UNK,PHF2,RPRD1A,YIF1A,PHF1,ITGAX,ATE1,EMP3,SLC37A4,USP6NL,TAF5L,UBQLN2,GGT5,TIPIN,PREB,AFTPH,GJB2,HERPUD2,TSPAN15,NT5C3A,TBKBP1,POLD2,SLC35A1,PEPD,SGTA,HSDL2,PAK1IP1,RAB3GAP2,SF3B6,MRPL32,VARS,PDGFRA,TIMM44,LGALS9,NAE1,LIMCH1,KIAA0930,RAB3IP,MYCBP,EHMT1,ZNF518A,COA3,CCDC94,IGBP1,ZDHHC5,SENP7,PIGX,LSP1,ANKRA2,YPEL3,PCMTD2,CLIP1,IL32,PURA,C19orf24,NFYB,ZP3,WBP2,ABCA1,BTBD10,HMGN3,PXDC1,B3GAT3,IRF7,GPC4,CYB5B,TRMT1,NFATC2IP,ATP13A3,XPNPEP1,IFT57,SCYL2,DNAJC13,ZFAND2B,UMPS,MACC1,SERF1A,C10orf76,TRRAP,NSMCE1,ZNF776,TRIL,RAB5A,SETDB1,RRAGA,HNRNPAB,CD48,PITHD1,ACSF2,RBM42,ARMCX2,RABEP2,SRPR,SDHAF1,JOSD2,DBN1,SLC25A44,ST6GALNAC6,PARP12,ZBED1,NIPBL,CEBPZOS,KCMF1,OGFRL1,HSPA4L,SUGT1,IFIT1,NDFIP1,FAM134A,ZBTB44,UGCG,SMU1,SLC25A46,C8orf4,SLC16A3,MYO1D,BPNT1,POLE4,FBXW9,AP3S2,RNF185,SLC46A1,MEF2C,CDT1,DNMT1,CCDC14,NPIPA3,CLDND1,MX1,CIZ1,DSN1,SLC2A10,JAG1,STK25,ARHGAP4,HEXIM1,CDK10,SYNGR1,SLC33A1,ARID1B,CAPS,TRAPPC13,SNAP47,RALGDS,C16orf13,FBXO46,PNRC1,B4GALT2,BCKDK,EIF4E,FHL3,USP10,ID1,GSDMD,STARD7,UQCC3,SCRN2,FEN1,TXNRD2,ARFGAP3,DHX37,FNTA,MRPL21,SMCHD1,ATF6B,DHX36,VCAM1,NAB2,ATRN,BRD3,FAM208A,TMEM120A,SBNO2,SNX29,CLEC11A,CAMSAP3,CCDC25,THAP4,FOXO3,KIAA0101,PEX5,INPP4A,CYTH2,RBX1,H6PD,FAM127A,SOX9,ELK1,HYAL2,MTFR1L,FBXL19,C4orf32,NDUFAF3,MACROD1,MARS,SEMA4C,TMC6,SNRNP40,E4F1,SNX27,PDXDC1,ZDHHC9,SREBF2,SLC16A5,ARID3A,TSG101,ZER1,SSH3,ZNHIT2,NUP50,TPRN,TUBB6,INHBB,FAM3A,CHFR,LSM8,TOX4,ECSIT,MPC1,GLIS2,MED14,JARID2,HSCB,OBFC1,EIF2B4,RERG,WBP1L,RAB27B,LAMC2,RBM15B,KIAA1468,AKAP1,THUMPD3,TJP1,SLC25A4,ING1,MYBL2,BOLA3,CCDC88C,FBXO28,RPUSD3,MRPL11,DIS3,PPP2R5E,C7orf55-LUC7L2,KIAA1324,FAM111A,TCEAL1,C8orf82,BANF1,CLEC2D,BNIP2,TNRC18,SHROOM3,HEXB,SCGB2A2,RNF38,AHSA2,MGEA5,SMARCA1,SCAP,DNAH14,SMARCC1,DHX38,TRAPPC2,PLCD3,ZNF83,IGFLR1,STAT5A,PLEKHA1,USP38,MXD3,TBC1D9,LCP1,SCAMP1,PRRG4,IQCB1,FOXN3,TK2,EIF2AK3,NEIL2,CRAMP1L,RALBP1,PAPLN,CD99L2,PDRG1,ZDHHC7,TMEM150A,ANXA11,NT5DC2,WDR45,SLC29A1,IGFBP3,CASK,MRPL52,PITPNA,DNPEP,UBP1,DCTN3,CFAP36,OTUD7B,CCDC47,DDX27,RPGRIP1L,ZNF587,PRKACA,RHBDD2,TOR1AIP1,UBE2Q1,PLBD1,PMPCB,PHKA2,SUSD6,MFSD5,AFF1,ELAC2,TRMT61A,PIGK,ACADS,APBB2,HSH2D,MED22,SRF,UBE2H,SLC35B1,MED13,SH3PXD2A,VPS13C,RALA,PDZK1,ZC3H7B,TOP2A,SF3B4,PNPLA2,DBNDD1,DUSP12,COMMD7,FSCN1,PIGG,PLBD2,LRRC58,BTF3L4,SLC25A11,PPP1R9B,LPCAT2,STAB1,ME3,SAT2,NRBP2,INTS6,A1BG,BIK,ATG14,NUPL2,DCUN1D1,AKAP8,TMEM175,PHC1,HRAS,MGAT1,PDCD5,PDPK1,CEP250,LIX1L,DEF6,TPD52L2,SOX13,C11orf73,RET,PDCD6,CCDC117,TVP23B,RNF187,ANO5,TACC1,USP19,FECH,ASMTL,RAB9A,PSMB2,SLC19A1,TRMU,CAMK2D,ZNF672,IDH3B,NUP43,TCEAL8,P2RX4,NDN,COL8A2,POFUT1,YEATS2,TMEM245,GRPEL2,USP3,BCAM,DNPH1,TRUB1,TMEM8A,ACIN1,ASB8,FMR1,JAM3,VDR,FRG1,NDUFB8,SH3BP5L,SURF6,SMPD4,APBB1,NASP,PLEK,ITSN1,GPR180,MRPL35,RBM23,RBBP7,POLR1C,FAM174B,NUP210,SIX5,TRIM13,LAMTOR3,RAB11FIP1,NIFK,CD93,CDR2,GNB4,RAB35,ITGB3BP,THOC3,SAP30L,NOP16,PSMA6,MNT,F2RL2,GGPS1,PATZ1,DIMT1,EIF2AK4,SMAD2,RYBP,RP11-1212A22.4,USP5,RNF4,CLDN12,PCCB,ERP44,DENND1B,TRIM38,QSER1,HEBP1,PLEKHA2,PXMP4,ZFPM1,ESRP2,NUDT5,MOCS3,CLN6,ZCCHC6,LMOD1,GABPB2,GUSB,SERTAD2,PRDM2,C19orf60,MRPL16,HECTD4,TMEM106B,FCHO2,MARC1,ZNF692,CRCP,CTNNBIP1,PTPN6,EBNA1BP2,EXOC1,MGMT,MOSPD1,TRMT2A,FAM102B,RNF170,ATF2,GMPPA,TMF1,TEX261,CELSR1,ENKD1,C9orf142,CACNA1H,LRRC59,NR2F1,GNPTAB,C18orf25,IFT27,MAP7,EXT1,PTGFRN,SMTN,PACSIN3,PPP5C,POLG,PLEKHG3,ZNF24,MUS81,PTS,DHRS3,FHL2,TMEM260,FAM171A1,FLII,ADPGK,GLG1,PMPCA,PIN4,RAB14,AAGAB,AC007325.2,MUT,UPK3BL,BCAP29,FAM168A,FAM20C,DIP2A,DECR1,SIPA1,SLX1B,CPSF2,MMP9,LARP7,WNT2,FYCO1,ARL1,ODF2,OAS2,TRIP12,RAMP1,CRISPLD2,PRKCH,RALB,SOX12,RNF26,SRGAP2C,TMEM86A,BICC1,IPO8,PLRG1,THEM4,MRPL46,SLC27A1,PDHX,DOCK9,PTGES2,FAM206A,DMXL2,TOM1,WLS,DHX57,PTPMT1,PAN2,CP,PODN,PIK3R4,RRM2,KMT2E,DDX42,IRGQ,TRIP6,EPPK1,GBF1,MYO5A,ACP2,SAP130,PTBP2,PHACTR4,SLC30A9,SERGEF,MPDZ,MTX3,ST3GAL1,PTPN14,CYP20A1,TMTC3,PDLIM3,ROCK1,BRPF3,FLOT1,NOB1,DLG1,PPAP2B,PAK1,CRB3,ZNF668,ARNT,AHSA1,TANC2,LPIN2,MAPK3,HIST1H1C,TVP23C,RNF13,HMGXB3,LAMTOR4,TULP4,TTC7B,POLR2F,FSTL1,PIN1,TEX10,ATAD2,SCAMP3,PCED1A,ANGEL1,DDTL,IL17RA,P3H1,ARMC10,COG4,DDI2,EXD2,MICAL3,ATG9A,LBR,TPR,IFFO1,HNRNPA1L2,REL,AIDA,FPGS,C1orf35,ANKRD28,PLCXD1,ANKRD12,ATXN7,TRIM11,GOLPH3L,RNASEH2A,SFXN4,DMKN,TMEM168,AHDC1,TXNDC9,NUP153,ULK3,PKD2,ARPC4,RABL2B,SMG9,SRPK1,TMEM5,PXN,UBE2F,DPY19L4,UBE2J2,CADPS2,SWAP70,MS4A7,TNFRSF25,EXOC2,NAPG,TTC17,FEM1B,VARS2,SIAH2,ZNF562,ABCF2,B3GALNT1,CHMP6,ATG2B,PPP6C,SIRPA,ZNF316,DYNLT3,CHST15,SCPEP1,PRKRIR,SRP68,MIB1,KIAA0319L,TBK1,PHF3,GTF2H2,DDX24,SH3YL1,GNPAT,ITGA6,ARID4A,POP4,PIP5K1A,CSF2RB,GOPC,FOXRED2,COL14A1,TPCN1,FAM214B,RHEB,NF1,AMDHD2,SH3GLB2,TEX2,TMEM176B,EPS8,KAT2A,PCGF3,SEPT10,NDRG2,OST4,ZMAT2,ARHGEF7,MALL,MEX3C,CKAP5,AKAP13,FAM86C1,MON1B,NAPRT,RGCC,MIER2,THAP7,POMT1,ZMYM4,MZB1,DAB2,KAT8,MREG,DDIT4,GTF2A1,TRAFD1,RBFOX2,GTPBP2,TMEM254,LYRM1,ATAD1,DNAJC15,PGM1,SYMPK,EPRS,CRK,AK3,ATG13,ARPIN,NFKB2,HSPA2,N4BP2L2,ETS2,ZNF814,C19orf47,YEATS4,DDX54,BUB3,NUP62,PPP1R15B,HOOK2,ENC1,SRGAP2B,UXS1,SESN1,NAA35,IARS2,TLE2,C11orf1,LRG1,IPO11,MGST2,USP12,GAMT,SIRT6,EXT2,RRAGC,SGSH,GNB1,LOX,CHORDC1,MRPS14,TBL2,PTPRU,MAP2K7,ARIH1,NUP160,SARS,PDAP1,UBE2A,SETD3,PHF11,CTXN1,SAP18,ZG16B,SIGIRR,TNFRSF14,UTP6,PPM1G,ST6GAL1,IMP3,LIMS2,UBQLN4,EMC2,NBN,BAIAP2,ACOX1,MAN2A1,NFRKB,KIAA0907,CREB3L2,LDOC1L,SMIM10L1,C6orf106,CHPF2,USP39,MVD,ZRSR2,RUFY1,RPS6KA3,MICALL2,RNF144A,CCNT1,ZNF32,POMGNT1,SMARCA2,ZNF593,CCT8,TBC1D20,COA1,RPA3,DCBLD2,ABCB10,COQ10B,SESN3,FAS,DPM3,FDX1L,PARP6,RNMT,RNF138,CNNM4,ACBD5,PLAUR,SPG20,GOLGA3,WDFY3,CCDC12,MLST8,SNAI2,ZKSCAN1,CUL2,PDDC1,CCDC115,PPM1H,ASXL1,UBA5,SOD3,SETD6,SLC25A17,ENTPD6,NAT9,SORBS3,FAM133B,RABIF,ATP6V0E1,TRAK2,SRA1,TBC1D22A,DHX35,TCN2,RAB12,OXLD1,TMC4,UFL1,C5orf38,MCM5,ZNF512B,SSFA2,PRR14,GLB1L2,TRIM24,ANGEL2,POLR3E,TBC1D9B,YIPF1,ACOT9,CDC73,C22orf29,JAGN1,ATP5L2,GPD2,XPO6,KLHDC4,CPSF1,KIAA1033,DMTN,PRKCSH,NSMF,TNKS2,EME2,TRIM44,C21orf2,DCHS1,GIGYF2,RNF145,FAIM,UBXN2A,C6orf47,TTLL3,TEAD3,TNS2,ORC6,ATP8B1,ZNF117,DLG3,POLE3,ZBTB41,SETD7,ERMARD,S100P,VPS4A,ZBTB42,ERCC3,RICTOR,SMIM19,ICAM1,CHSY1,ORC4,EXOSC4,HERC1,CTCF,TBCEL,NUDCD1,ZSWIM4,NDUFB11,RBBP4,ITGA5,ABRACL,MTERF3,SRD5A3,CCNB1,NME1-NME2,WDYHV1,CPSF4,FERMT2,GUCY1A3,R3HCC1,RAMP2,RTF1,TFDP1,LRRC41,ZDHHC17,LSM14B,IER5,SEPHS1,KIF13B,LRRC75B,BAK1,FARSA,ELP3,AKT3,PIAS4,ZNF217,TMEM237,PHTF2,SOX18,CD58,CDC26,PIK3CD,MPC2,MFAP4,BCAT2,AARD,IFI27L2,ZNF444,JAK1,CEP95,NRD1,NFAT5,CTAGE5,ATG10,ASXL2,RAB11FIP4,FAM110A,SMG5,SCYL1,KRT23,DDR2,GRB10,PARP8,HERC2,VPS11,CHD2,SLC9A1,AAED1,CCDC58,SLC15A4,TUFT1,ZNF622,RAB27A,PLSCR1,NPHP3,MAP3K6,LINC00116,DYM,REXO1,LMNB2,RASSF3,ZFYVE21,BPTF,AP4E1,ZNF37A,APPL2,MTMR3,SLC25A13,ATXN3,PRPF38B,LONP2,APBA3,GMPPB,SSBP1,SNAPC1,RUSC1,MTSS1L,PPP1R3B,EPM2AIP1,ZFYVE26,MKL1,FKBP14,NAA20,FAM98B,MPHOSPH8,HEMK1,HEPH,MOCS2,TTC31,RBP1,GTF3C6,ZNF3,ZDHHC4,EEPD1,CRELD2,ZNF689,TUBGCP6,PDE4A,KANK1,UBE2C,PPP1R10,ALDH16A1,SYS1,ASCC3,SULT1A4,ANKS3,PARVB,CHD1,BDP1,MRPL34,PIGM,RRP1,PAXBP1,C19orf12,OFD1,FO538757.2,UNC50,CEP350,FAM160B1,ACTG2,RRNAD1,GAB1,WHSC1L1,LY96,ZNF358,RASSF7,MAN2B2,RNF8,UBE2J1,TYMS,PPRC1,CHERP,PRKAA1,ITGB4,DDHD1,C6orf120,LBP,ACOT2,UTRN,FSTL3,HK2,LFNG,NAMPT,ANXA3,TBX3,SMC3,ITGAL,PIAS2,FITM2,LRP2,SPON1,UHRF1,LTV1,TST,HSD17B4,ENPP5,DYNC1I2,LMAN2L,SIK2,IFT22,TAGLN,ARFGAP2,SLC25A16,UNC119,DLC1,PLEKHA3,PPFIA3,DCLK1,TBC1D14,AGPAT6,PPARD,MESP1,MCAT,DCAF16,CLK2,SNRPA1,MGA,AAMDC,TACC2,KCTD5,DCUN1D2,TRIM69,SLC12A7,PHF10,DHTKD1,MYO1F,SKI,TNPO3,SESTD1,SPTSSB,MORN2,AQR,TRAM2,SUSD2,STEAP4,STYX,ATMIN,ARID2,KIDINS220,PSMF1,MRPL50,VEZF1,TROVE2,GLRX,SPRY1,FAM96A,KIAA1551,SERHL2,MMP13,CAMK2G,AREG,TUBB2A,NLRC5,RMDN3,RPS6KA1,COL7A1,VPS13D,XPNPEP3,GPR137,DNASE1,NFATC3,CCDC97,S100A1,RAB20,RFNG,GLMP,RAPGEF2,RPP14,WDR24,SERPINE1,STRN,MIIP,TMX2,ARRB2,KLHL21,NUDCD2,DUSP10,GALC,THBS3,PGPEP1,ZCCHC11,SFXN3,TMEM126A,GTF3C5,ZNF524,VCPIP1,MTURN,DROSHA,STK11IP,NRDE2,ERCC1,SUDS3,FBXO31,PPP1R8,DCAKD,SYNM,KLHL36,MTSS1,CTU1,CCDC93,C16orf62,NXN,SOCS5,H3F3C,OTUD4,SPATA33,FLYWCH1,DIP2C,LYPLA2,RGP1 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diff --git a/tests/data/output/H_center_NMF.csv b/tests/data/output/H_center_NMF.csv deleted file mode 100644 index 390190b..0000000 --- a/tests/data/output/H_center_NMF.csv +++ /dev/null @@ -1,16 +0,0 @@ -GAPDH,UBE2G2,MAPKAPK2,NDUFA7,ASNA1,CLASP1,INAFM1,MCL1,AP1G1,SEMA3B,GGA1,VDAC1,RBMS1,SLC25A10,FKBP1A,AKT2,ID3,COX6C,DAAM1,VAPB,BOD1L1,KCTD12,AATF,WDR1,DDX52,NENF,LMAN1,COL6A3,TPT1,ENO1,C4B,C12orf57,TUBB,H3F3A,NQO1,PLGRKT,NADK2,ISYNA1,CD44,METRN,KRT7,FLNB,MSL1,NBR1,CAV1,NAA15,CREBZF,CDK16,NIN,APOA1BP,OAZ1,FAM129A,SUB1,ACTN4,SLC40A1,CCT4,ALKBH5,H2AFJ,USP53,RPL13,CAST,UQCR11,THEM6,MYL9,NUDT16L1,IFI6,STX12,HIST1H2AC,SMARCD2,HSP90AB1,NARS,TOMM20,DDX3X,MORF4L2,FMOD,RAB11FIP5,IDS,SRP54,LGALS3BP,IGFBP7,HNRNPH1,RTFDC1,CXCL12,RAE1,DCTN2,C7orf73,PARK7,PPIP5K2,GRAMD1A,RAB7A,TMEM261,NCBP2,UBAC2,FMNL3,CTTN,ATP5L,FBXW4,PABPC1,RP11-345J4.5,SNF8,SMAD4,ANP32B,MAD2L1,NELFE,HNRNPA1,BCCIP,LGALS1,SLC25A3,FKBP10,RABAC1,EPB41L3,PTP4A2,RPL30,HSD17B12,MRPL19,APOD,KIAA1671,TBL1XR1,HPN,GSTO1,ACTB,VANGL2,C20orf24,SAMD4B,MBD2,LSM5,VAPA,ADAM10,ERO1L,TKT,SLMAP,BAG5,UBR5,AEBP1,SEPHS2,HNRNPLL,FAM213A,MAF1,CASC3,IMPDH1,TMEM25,CPD,ZNF428,KDSR,LRRC26,SRPRB,C4A,NDUFC2,MGP,ORAI3,RPS21,MARCH5,CIB1,ITGA2,MRPL37,ACBD6,MIF,SFRP2,SQSTM1,PSMB1,WDR11,RPS5,LMCD1,NDUFB9,ATRAID,S100A11,C1R,C9orf16,ENAH,MGAT4B,PMM1,UBE2M,CALM2,VMP1,RPL36,SNRPD2,PTPRF,FAM129B,CLDN7,TSEN34,DDX39A,NAT10,EMG1,SNX2,UBE2D2,MFSD12,NR2F2,RNF10,PSMD3,KRT17,HLA-A,NDUFS2,HSPA8,EEF1D,SPCS3,CD63,USP9X,RPS2,UBE3A,LGALS3,C5orf15,EEF2,S100A10,MDH1,WIPF1,SLC35F2,DAG1,LRP11,SEC24A,HIST2H2AA4,VKORC1,SH3GL1,PGRMC2,TMEM147,YY1AP1,SRCIN1,ARF4,ADGRG1,POSTN,CTNNA1,IL13RA1,SPTBN1,RPL10A,CD68,MED29,DEGS2,IRS2,UBR2,CHD8,PURB,HERPUD1,POLR2J,ATF4,HNRNPU,ICMT,NME3,HNRNPL,SUSD3,RPLP2,JDP2,MOB4,SLC25A6,PDCD4,PPP1R2,PHYH,COX4I1,SLC30A6,FAM13B,EFNB1,SSR3,COLEC12,SLC2A4RG,ARMCX3,LRRFIP1,GNAQ,RPL38,SELK,TAP1,NSFL1C,EXOC4,KMT2B,SERINC3,C1orf122,NBEAL1,EIF2S2,EMC8,ZFP36L2,NCOA7,DAP,MPST,SPINT2,SMC1A,GSPT1,UBE4A,AKAP9,EPHA1,RAD9A,CDS1,MUC1,AUP1,ROMO1,ACP5,CNN3,CCDC53,XBP1,MXRA8,PKIG,RNF130,SOX4,DESI2,MGAT4A,CSTF3,MTRNR2L1,CREB1,GLI3,MKLN1,LASP1,RPL3,SMIM22,RPL8,ECI2,TECR,SYPL1,CERS6,CHMP4B,SRI,RB1CC1,ACOT7,RPL7A,SRSF2,TPM4,CUL7,SH3GLB1,STOML2,DNAJC3,RHOC,RPL14,CCT5,TMCO1,PTMS,SYT7,UBE2D3,SCD,JUP,PRKCI,FAM63B,MCCC2,SGSM3,MSI2,KLF3,ADCY3,SYTL4,GID8,SH3KBP1,RWDD4,YIPF2,CAPNS1,LRRC75A,PFDN5,PAK2,BBIP1,STK11,SEC22C,NFYA,IGF2,HEATR3,SCAND1,FNIP1,RPS8,RPL35,HNRNPH3,SHC2,SYNGR2,KIF22,ANKFY1,ERRFI1,RPS24,MAPK13,PTK7,H1F0,RPL31,ST13,TSNAX,SHFM1,ZBTB45,TMEM14B,EPC1,VDAC3,PTDSS1,MYL12A,BSG,LAMP2,ZNF561,MFN2,MCAM,ATP5G3,TNFSF10,ADIRF,NPIPB11,DDR1,CCNI,DYNLT1,ESR1,FBXW5,PTEN,PAIP1,SERINC1,EIF5A,CCS,RANGAP1,ZFR,USP33,ANTXR2,PPP1CA,ITGA1,PTGES3,DDX60,TFF3,HLA-E,ACSS2,PSMD5,IVD,PRSS23,LMNA,GPRC5C,ERI3,NDUFS1,HLA-C,LGMN,ACADM,CDH3,MMP2,CYC1,CORO1B,ARPP19,HTATIP2,TGFBI,APEX1,MRPS9,SUMO1,RPN2,TCTN3,OS9,RPS18,RPL37A,GBAS,ZNF90,RIOK3,SHC1,RRBP1,CITED2,CALR,PPP6R1,TSPAN13,OSGIN2,EXOSC7,PGK1,F11R,RPL19,SSR2,PGP,IER2,SCAF11,AZIN1,HLA-B,BFAR,API5,C1RL,RPS7,COG2,NME4,PPP1R12C,MRPL24,RAP2A,SENP2,HIPK1,CREBL2,PET100,ADRBK1,ST6GALNAC4,PRRX1,OSBPL2,SAMHD1,TOMM7,DNAJB12,CFL1,SRPX,HGSNAT,VPS53,NPEPPS,MKKS,ACTR3,MOGS,CD276,POLR2I,KIAA0196,RPL37,TOMM40,GTF2F1,SULF2,TSPAN14,PEX1,RNF168,FAM162A,SRSF11,MLF2,NUMB,GOLM1,ZNRF2,TP53INP2,WAC,NAV1,CLIC6,TANK,GNB2L1,GLO1,LRP3,ENDOD1,CXXC5,SFT2D1,CCDC85B,RTN4,MRPL12,ASB13,ADI1,SRRM1,COX6A1,ARPC1A,WIZ,RARRES3,EIF4E3,PTPRC,AIFM1,ZMYND11,HLA-F,EXOC3,EIF1,TMEM63B,GRINA,TEX264,PHB2,TMEM59,DAXX,UBE2B,KRT5,PTRF,COX7B,BCR,TRA2A,YDJC,SERPINA3,BOD1,LYSMD3,HTRA1,GNAS,KRT18,RPL24,DAZAP2,CTSB,C11orf96,HMGCR,CD46,ANKLE2,SERPING1,VCL,GALNT2,CTBP2,SSR4,CMTM4,TSPO,MMP14,TAOK1,WWP2,ZFP36,FAM210B,CXADR,STK38L,CHMP4A,SIGMAR1,MRPS21,EML4,ATXN2L,HSPB1,CAMSAP2,GAR1,SRSF5,ELMOD3,SPARC,SDF4,ALG2,COL12A1,IPO5,NBPF26,COL4A1,NDUFA11,ARHGEF12,EFR3A,RNF114,PPCS,RPLP0,RAB13,NDUFB4,SUMO3,THBS1,STT3B,SNX13,FAM214A,RNF139,VOPP1,TTC8,NPIPA5,C1QA,OLFML3,PRCP,TRIM28,NDUFB7,TIMM17B,CD74,GTF2H1,UPF3A,EPHB3,ARHGEF3,PCNXL3,TPSB2,OPTN,VEGFB,KIAA0100,STARD3,ZNF787,TFG,MINOS1,EGR1,ATP5EP2,MTHFD2,COX5B,RSPRY1,IFITM3,TP53I13,SETD5,ASF1A,EIF3K,CFD,RIC1,MYC,RGS3,UBB,IMPA2,RAB11FIP3,EIF4G2,WBSCR22,FCGRT,PEX19,SLC35B2,CRKL,COG7,RPS19,TYMP,MGST1,LLPH,SNRPB,C11orf31,LGALS8,FAU,PLEKHS1,FAM193B,MAPKAP1,YWHAB,TNFRSF12A,ADAM9,AR,USF2,PRRC2A,ATP1A1,NDUFA2,SMNDC1,NDUFAB1,DSTN,DAPK3,NIT2,TFB2M,TXNIP,EIF3D,QSOX1,SON,POGK,RPL36A,PKP3,WDR61,TPM1,SIRT2,ARPC1B,C5orf63,MAL2,MPZL1,ATP6AP2,ARPC3,EIF3H,ANXA2,TIMM23,EIF3E,IER3,ANKH,TAX1BP3,MARCKS,RERE,UBTD2,FCGR3A,WDTC1,BHLHE40,CLEC3A,RPS29,SLC7A5,MFSD7,RPL10,RNASET2,SSNA1,MAP1LC3B,NDUFA13,RPL11,SEL1L,FLAD1,ECH1,PTMA,GCSH,RNF7,PCNP,MED24,G2E3,EMD,NEO1,SERINC2,PTP4A3,CCDC23,TMEM181,JOSD1,COPG1,TMEM14C,STAT5B,RPS27A,PNPLA4,COL3A1,INHBA,RP11-347C12.1,NUP155,TSN,UHRF2,NDUFA1,RTCB,RPS27,MMP24,YTHDC2,ST14,RPS12,RPL41,SLC38A10,SH3BP5,RNF213,COL5A2,ARHGAP40,RPS3A,PHC3,PEX16,DLGAP4,CNST,KTN1,ATG7,CYHR1,DENND4B,PLA2G16,PTBP3,GHITM,CIAPIN1,PLOD2,GAS1,TGFBR1,NUBP2,IL1R1,RDX,ANKRD30A,PTER,IRX5,YARS,ZMYND19,GRHPR,SATB1,RPL23,TFE3,VPS41,PRDX5,BLOC1S1,LMF2,SSBP3,FXYD3,PTPN18,TMED2,GPATCH2,ATP9A,P4HB,EIF3F,PGRMC1,EVA1B,PCOLCE,ERO1LB,COPS8,CBWD7,PSAP,RNF19A,P4HA2,GPX4,MARCKSL1,CCDC124,DHCR24,DHCR7,PMF1,ARHGAP35,FAM65A,FN1,WDR43,REPIN1,SNRPE,EPHX1,TJAP1,CD53,SOAT1,PRMT1,SCCPDH,SREK1IP1,MAGEH1,RBM6,PPP4C,RCAN1,SLC9A3R1,QRICH1,PLEKHB2,TMEM41B,MYH11,OCIAD1,DERL1,SCAMP2,SCGB3A1,KLHDC10,MDM4,WWC1,CNPY2,PLEKHF2,CHCHD2,DCN,CERS4,CLPTM1L,TMEM33,SLC35F5,MFAP2,RPL26,MTRNR2L12,OLA1,STARD3NL,RRP36,PLEKHA8,VRK3,ZNF426,F2R,MTPN,PAFAH1B3,PPP2CB,SLC35F6,ISOC2,GPX1,KRR1,HLA-DPB1,HMGN1,WARS,NPIPB4,RPS28,AGR3,CHMP1B,SNRNP70,C14orf119,ZNHIT6,KATNA1,NCOA1,TRMT10C,CMPK1,SND1,LAMP1,RAP2C,MED16,DCAF4,RPLP1,UBL5,SLC9A3R2,YWHAQ,MOB1A,STAU2,CALD1,PARD3,TXNL1,B2M,AP2S1,IGFBP4,TADA2B,PAFAH1B1,NET1,CS,MAP2K2,TMA7,PRDX2,SNX1,COL18A1,FYTTD1,ELF2,NUP107,AC074033.1,MKI67,BRD8,ARHGAP1,MRPL54,SAFB,SH3BGRL,SLC25A36,INF2,IGLL5,SH3BP1,COPZ1,COPE,ATP6V0D1,SDHB,PAK4,YY1,DEDD2,RPS9,COMTD1,FEZ2,PRPF31,GGT6,SPDEF,TMSB4X,TRAF4,PDLIM7,CRABP2,GRB7,EEF1A1,C4orf3,MLPH,C1S,LY6E,PKM,TOMM70A,PFN2,CPNE1,CPSF3L,HNRNPF,SLC25A39,CPNE3,MYLK,AES,GNPTG,UBTF,DHRS4L2,SIVA1,UBE3C,SFXN1,STC2,HIC1,UBC,SLC35A4,ALG13,ANKRD40,CYCS,ESYT2,MAOB,G6PC3,ZNF320,IFNGR2,SARAF,BTF3,MPND,WSB2,ALDOA,ARHGEF1,CLASRP,SLC25A38,PABPN1,THUMPD1,GEM,EIF3CL,CANX,LAPTM4A,RARRES1,TPM2,PAF1,LSM12,HSPA1B,IL17RC,MRPL3,EPAS1,TMEM205,PRRC1,COPS4,UNC45A,VEGFA,TUBA1A,PQLC1,POM121C,LRRC32,APOPT1,IGFBP5,ELAVL1,UGP2,LSM4,DNM1L,NBPF19,MYEOV2,SYNPO2,LAPTM5,A2M,ISG15,EPHB4,RPS14,CD24,MMP19,TTC3,ODF2L,IMMT,TMEM64,ZNF532,MDK,CWC15,CTHRC1,CISD3,TFCP2,MRPS11,SNW1,ZNRF1,EI24,DHX30,FURIN,KHDRBS1,CTSK,ANP32A,LSM14A,CAPRIN1,KEAP1,GLYR1,SMPD1,TALDO1,TM2D2,TUBG1,LRP1,PTP4A1,HLA-DRB1,VPS51,EZR,CTNNB1,AGL,DNAJB1,MZT2B,GRHL1,SLK,SERPINF1,NANS,HSPE1,ACACA,ATG16L1,MRPL45,RIC8A,AP2A2,SCARB1,THY1,TUBA1B,MFSD1,PWWP2B,FAM195B,ENSA,ANKRD10,NDUFB6,TMEM9B,SMIM15,HAT1,CLMN,SDC1,RNF121,ABCB8,PBX1,TM9SF3,MKNK2,MSMO1,CBX6,GPNMB,HMGB1,VPS26B,JUNB,GGT1,ASPN,CORO1A,TUBGCP5,SIPA1L3,C1QC,RBM17,CDC6,NBPF11,SETD1A,C17orf62,NOTCH2,SYF2,SNX9,RPL23A,PPP1R13L,DERL2,TMBIM6,TMEM45A,S100A6,CMAS,NUB1,MYOF,ISCA2,ARVCF,PXDN,ELOF1,GATAD2A,TAF1D,ZFAND5,DGCR6L,TMED7,PHF20L1,LDHA,NVL,TAGLN2,ARHGEF16,ZFP36L1,CDC42,ARL16,CYB5R2,DDAH2,STARD10,ACAT1,TMEM121,RP11-231C14.4,TSKU,ASH1L,CD9,WBP11,RAD23B,GSTM3,MSH2,TAPBP,SEC11A,PNN,DYNC1LI2,C4orf48,NT5C3B,ARL6IP5,ASB6,CKAP4,ADSL,VAV2,AC012005.3,RPL18,EDF1,SRSF6,COX8A,C1orf21,SLC7A2,CREB3L1,NFKBIZ,SULT1A1,CHMP3,NCK1,PFKFB3,ARPC2,NFKB1,TIMM50,THSD4,FRMD8,TRAPPC6A,DCK,POTEF,RPL39,CAP1,MALAT1,NDUFAF6,SLC30A5,MAEA,CD320,LAMA2,TMEM248,HOXB2,PSENEN,ADAM15,SRP9,TNRC6B,GTF2I,PIP4K2B,FAM195A,GDI2,NDUFS7,CRLS1,DPYSL2,RPL6,FXYD5,PRDX6,CCND1,ACADVL,HSP90AA1,RNF220,CNN2,TNRC6A,CFLAR,RPS15,SHKBP1,STAT1,NIT1,HIBADH,AUTS2,ADAR,GABARAP,ESRP1,CACFD1,ERH,PGAP3,PROM2,PCYOX1,CPSF6,NDUFA10,SNTB2,ATRX,GOT2,ELMSAN1,PKP4,NAAA,NECAP2,TWSG1,RPL4,RAB1B,TAF11,ARHGDIA,RAP2B,EIF4A3,MAGEF1,AAR2,CTSF,NPM1,NSDHL,PLEKHA5,SLC25A24,VCAN,WDR34,ARID5A,CSDE1,KRT19,OSGEP,NCOA4,UBL3,CBWD1,NUDT9,RPS3,PSMB9,FUBP1,SULF1,MVP,IL10RB,CYP1B1,GOSR1,STK17B,RPL18A,DPP9,CTPS2,PPP1R1B,THADA,PSMC4,PHKG2,CD55,CAPN2,ACSL1,SERPINE2,FLNA,HNRNPD,KIF5B,TCF4,COPB1,TNC,RPN1,MDH2,TMEM134,OAT,VMA21,CDK12,PPAP2C,CUEDC1,TM9SF2,CCNG2,ARMCX6,FUBP3,C15orf40,GSE1,GOLT1B,FCF1,SLC2A1,RBMX,STX4,RAB8A,MYO1B,HIPK3,PRLR,CNOT7,NPIPB3,NUFIP2,FKBP4,BNIP3L,ARF1,AC113404.1,MESDC1,TMEM126B,EDEM1,PSMD4,SEC31A,H2AFZ,CREB3,SRP72,FAM21A,TRMT112,ESD,AEBP2,MCOLN1,CDC25B,TSTD1,POTEE,NDUFA12,DAP3,LSR,COX5A,UBA52,NEBL,ADGRE5,SRSF7,AKTIP,MANBAL,TMEM141,WIPI2,ADNP,WSB1,FADS2,ACTN1,TCF12,AURKAIP1,PHLDA2,MAN1A1,COTL1,LDLRAD4,MRPS36,PAPOLA,ACAP2,PRR15L,FAR1,UTP18,CISD2,UBE2L3,SYAP1,CLPTM1,CNOT2,SEC11C,FTL,LRP10,C1orf64,MAN1C1,RPL27A,BTG1,SERINC5,EML3,DNAJB9,ARFIP1,AC010642.1,TMEM106C,IMPAD1,SDCBP,SERP1,PRRC2B,SHISA5,ANKRD11,CALU,HNRNPA2B1,AGR2,NDUFC1,MBOAT7,CNOT6,NSD1,GABARAPL2,NUDC,TUBB4B,PAIP2,RPL9,NHP2L1,BAZ2B,APLP2,ARHGAP5,PITRM1,EHD4,RIPK1,ATP5E,PHF21A,SEMA3F,BCAP31,BTG2,CARHSP1,MEPCE,CSNK1A1,CYTH1,NCL,LRP6,PSCA,RBM3,SCNM1,HMGA1,ERGIC1,CHPF,NOL7,FAM178A,MTG2,RPL29,PPM1B,CCDC84,MAFB,MBD4,RPL21,NOTCH1,RPS23,C17orf96,COX7C,TNFRSF1A,CBX3,SARNP,DPM1,RPL36AL,THBS2,RFC4,SLU7,ZNF598,XRCC5,ELN,ATP6V0B,UQCRH,LCMT1,LAP3,RPL22,LITAF,BATF,TCEA1,CTSD,FAM174A,ATPAF1,PRICKLE1,TCF7L2,LTBR,MITD1,COL1A2,PIGO,RPS10,UBXN6,RABEP1,TRIO,ZBTB7B,MRPL28,AHCYL1,STK3,RAB28,GYPC,RRM2B,TGFBR2,RGL2,ADSS,QKI,SUCLG1,SLC25A5,RAP1A,DDX23,NFIC,RER1,PSME4,ZYX,BCL2L11,FAM207A,TOR1AIP2,CASC4,CRTC2,LPGAT1,DDX17,PRPF19,KLF6,GSK3B,TRIM26,IGF1,ATP5F1,SPARCL1,PLIN3,YWHAZ,GNG11,ERBB3,PLXNB2,UBLCP1,NAA38,SPCS1,SEC24B,MAST4,ENY2,CHP1,ALDH4A1,RTN4RL1,RPL28,PA2G4,PTOV1,RWDD1,MMS19,ARL4C,NAA50,TNIP1,RAN,B4GALT1,SLC35E2B,HPS1,BBX,RPL34,SAT1,CLN3,PRKAR2B,YES1,DYNLL2,SRSF3,CST3,MTDH,HSPA1A,YME1L1,FDPS,COX17,ELP2,SMIM11,TRNAU1AP,KLF10,DNAJC8,MRPS35,RBPMS,C3,TUBB3,HDLBP,NIPAL2,FBXO7,AGO2,PSMB3,CAPZA2,CD81,OSBPL8,ELMO3,SERBP1,SLC16A2,FAM50A,ZNF740,APRT,ATP2C1,UAP1,USP34,TIAL1,AP2M1,CREBBP,MBNL2,S100A14,TRIOBP,TMED9,ANK3,ARL3,ANO1,CSE1L,LIN7C,HNRNPA3,AP1S2,ATP2A2,MRPL57,CPTP,GIT1,TMEM41A,EIF4H,LACTB,PEBP1,SEP15,CCNL1,POLDIP3,SOCS7,STXBP5,ERLIN2,GAS2L1,ATF6,NPC2,GLB1,CLDN11,POMP,XRN2,TAX1BP1,CRIP2,HIGD2A,WTAP,TMED4,NACA,ITFG1,GALNT6,SLC17A5,ITFG3,TUFM,CLCN3,SEPT2,STK39,TMEM208,DRG2,TMUB1,FH,MAVS,MCM3,NUTF2,GTF2H5,GNA13,GALNT10,PMEPA1,RGS5,SERTAD1,ZNF706,RXRB,MON2,TGFB2,STX3,PDLIM5,SIDT2,RPL12,SIPA1L1,PPA2,TIMM10,TMSB10,FAM92A1,EFEMP1,PPAPDC1B,TMED10,COL5A1,HNRNPK,PFN1,DEAF1,ADIPOR1,FNIP2,PACS2,ACSS1,RHOG,C14orf2,JTB,HTRA3,LSM3,IL4R,GPRC5A,PARP14,SMG7,PSMC2,GAK,EBF4,CKLF,RRM1,SCAF4,ARFRP1,RLIM,OAZ2,NUDT16,PPIE,SET,ZNF281,PDIA3,PFDN2,PLEKHO1,XAB2,ERBB2IP,PIGT,YKT6,EIF4G1,TUSC3,VCP,GPR137B,SRC,RCN2,ABCF1,CCDC152,TAF2,FUNDC2,MFGE8,TXNL4A,FTSJ3,CPOX,KRT8,XRCC6,XPOT,GFM1,CCNG1,GNB2,AKT1,SOX11,PHC2,DBT,PIP,TIPRL,RNF126,PKD1,P3H4,COX20,ST5,S100A13,HDGFRP2,ECM1,LYPLAL1,ITM2B,NRBP1,FLYWCH2,EID2,PLP2,SLC39A6,MRPL42,BLMH,PSMA2,TMEM87B,CUL3,USP15,WDR18,DUSP6,ZSCAN18,PPIA,TMX1,RPL7L1,TNFAIP2,CTSZ,GOLGA5,GGCT,PERP,SRSF8,CSNK1E,C19orf53,ASAH1,ETS1,RNF11,MLF1,CIRBP,HNRNPUL1,EIF3B,CACYBP,NTPCR,C1orf198,SERF2,SLC39A1,ARL6IP1,GTF2H2C,ANXA5,FADD,COX7A2,HAGHL,PSME1,CYB5A,MLLT4,ETNK2,SNRNP27,UGGT1,ETF1,SF3B3,XIAP,ABHD12,LIMK2,LRRC15,SDHA,PGAM1,COPA,MRPL17,MBD3,RIN2,CBFB,AFF3,NFE2L2,DUSP23,SRRM2,SORD,ARL6IP4,KLHDC9,FAM3C,NBL1,PDIA4,IDH2,BAMBI,HUWE1,ADAM12,TOR3A,UBAP2L,FEM1C,PPA1,PTBP1,RHOB,JMJD1C,SPPL3,EMB,ALCAM,LRBA,DEF8,CELF1,PYROXD1,PLEC,SLAIN2,KPNA3,CSTB,CCT2,HTT,CBWD5,OGDH,SLC1A4,PCNA,PTPRA,TMEM230,TOR1B,PIK3R2,APEH,VASP,FOXA1,MTA1,KIAA1467,USMG5,COL15A1,NNT,RBM5,SLC39A3,SGK1,ANXA1,WEE1,PRKAR1A,TRAM1,TLCD1,SPG21,C12orf10,NOL6,HELZ,UROS,BRD4,UQCRC1,CORO2A,TFAP2C,TIMP3,WIPF2,SNX18,TIMM10B,PSMD8,MARCH7,PPP3CA,PAPSS2,ADCY6,CBWD2,COX18,DUSP14,FBRSL1,NAP1L4,ELOVL5,HEBP2,RSL1D1,NAA30,ARHGEF11,SLC35C2,NFS1,PLAU,RABL2A,ITGB1,DUT,HOXB3,GDI1,RALGPS2,TMEM63A,PITPNB,SLC38A1,TMEM258,PCBP1,MESDC2,ATF5,EHBP1L1,SH3PXD2B,CDK5RAP2,SOD1,COMMD3,SMAD7,POGZ,RABL6,MARCH6,PRDM1,RSL24D1,XPC,SIRT1,TARS2,TGFB1I1,SHROOM1,NADSYN1,POLR1D,RAPGEF1,CLDN3,GLUL,WIBG,FAM91A1,TXN2,KLHL22,MTRNR2L8,TPM3,HILPDA,MGST3,DDX5,CERS2,GNS,ESYT1,ANXA9,AP2B1,AIMP1,TMED3,GPC3,SETX,SNX5,PRKD3,BZW1,TMEM55B,PIK3C2A,SMEK2,C9orf89,RPS17,P4HA1,RPS15A,PYCR1,PANK3,CWC25,CSTF2T,PPP1R14B,CDS2,PREX1,CPEB2,CD37,RPS6,ITGAV,MT2A,RFK,PDP1,IDI1,PSMG2,RASA4,SEPW1,RPS16,ZNF704,TMEM165,PHKB,BRAT1,TIMMDC1,SDHD,PCSK7,RCOR3,BLZF1,DNAJC1,DPAGT1,PPP1R16A,PIGC,MRI1,MANF,SMEK1,UBE2K,HIF1A,PYGL,PDXK,ATP6V1A,HLA-DQA1,SLIRP,CECR1,AP1S1,SENP3,CDC123,TMEM43,TRIM56,IREB2,LATS1,NR2F6,RARA,PCGF2,HLA-DMB,UCKL1,BIRC2,COPS7A,TTYH3,BCS1L,ABCD4,EFTUD2,KRTCAP2,SDR42E1,TOP3B,KMT2A,COMMD1,NPIPB5,ARHGAP12,IRAK1,SPAST,UQCRC2,ALG12,MRPL4,MYO9B,DPYSL3,LRCH4,RPL15,ACSL3,NUDT3,RAB32,PPP6R3,MED25,GTPBP4,MRPL33,NAP1L1,BGN,ASAP1,FGFR1,SUCLG2,FAT1,VTCN1,PPOX,FZD1,FGFR1OP2,SLC25A1,GRSF1,DNASE2,ARHGDIB,ATP8B2,SELENBP1,RPS27L,PPFIA1,ZNHIT1,ATL3,SPCS2,DRG1,DUSP4,KLHL2,CCL5,MARVELD2,PBX2,CREB3L4,BLVRB,ATP11B,OAF,TFAP2B,SERPINA5,NCOA3,RRN3,C9orf91,TSTA3,MRPS25,GLTP,RHOA,TMEM203,PVRL2,NNMT,SLC39A13,TIMP2,CAPN1,ALAD,FAM136A,SDC4,COLGALT1,DYNLL1,JUN,SMG1,TOB1,H3F3B,ACAP1,SGCB,DGCR2,ATOX1,MRPL55,CLIC4,WDR83OS,PPIL1,SNRPC,TMA16,GTF3C1,TPD52,PRKCD,SLC25A32,STX10,FBXO3,ZBTB10,RDH10,EIF2A,TMEM135,DCAF11,TMEM39A,CTNND1,OSMR,HDAC1,MORC3,UBIAD1,AGTRAP,NOMO1,RUVBL2,C1orf43,COL1A1,STMN1,PPIG,IFI27,PRDX3,GIT2,UBR4,ERBB2,TLE1,ZHX3,IFI16,ZNF395,CTBP1,SP1,SETD2,TARBP1,WDR5,ALG3,ARID5B,TNPO1,KHSRP,EEF2K,MLLT10,PCNXL4,TMEM184B,FOS,CRBN,RHOBTB3,NFIA,CIPC,MALSU1,IQGAP2,DHX15,RTN3,LMBR1,FBXL3,RDH11,RPS20,IRF3,SUPT5H,PTK2,MBNL1,HSPA4,SNX17,PI4KB,C19orf43,YIPF5,DCAF6,VWA1,EFHD2,PAPD5,AC006386.1,EXOSC10,ATP2B1,LTBP3,SLC38A2,MAPK1IP1L,MTMR6,CLCN7,APH1B,HMGB2,NUAK1,MRC2,PTPN1,NAA10,UQCC1,IPO9,NFU1,SLC12A2,ANXA7,SLC7A8,SEC61A1,PRR13,NOL9,GATA3,CSRNP2,GIPC1,GALNT3,CEACAM6,CRTAP,TSFM,TDP2,NIPA1,ZBTB2,SEPN1,PIM2,MFSD10,TLE3,COQ9,UQCRQ,VPS33A,TM2D1,MYH9,OPA1,ADH5,IRX2,RAB5B,SHB,NPRL3,ARMT1,MKNK1,ZNF207,TNS1,NKTR,EXOSC5,CAPG,OPLAH,GRB2,PSMA5,APOE,FAM189B,TMED5,SLX1A,SPIDR,BAP1,SFPQ,CDC34,SF3A3,SERPINH1,HMCN1,TMEM2,IGSF3,ATP5H,TNFAIP1,CDC37,MARK2,DYNC1LI1,KLF2,AKAP8L,BZW2,APH1A,SMS,QDPR,WWP1,ANKIB1,DNM2,PSMD7,ITGB6,EIF4A1,TRAF7,DCTN5,RHBDD3,WFDC2,CTSC,EOGT,KDELR1,TRPM7,PUF60,LRPAP1,ERF,ETFB,KRAS,NDRG1,SLC12A9,HINT3,BCL3,TMEM159,TMPO,PRRX2,SNRPB2,MYDGF,SEC23A,FBL,TCF3,PROM1,TSPAN4,PWP1,DAD1,PRKCDBP,VPS28,DPP7,PPP2R1A,DPM2,JCHAIN,PRKDC,PGM2L1,INTS1,CCM2,NOP56,ITGB5,SAR1A,ETFA,CXCL14,ZBED5,DVL3,MYL6,IKBKAP,MRPS7,CTSA,RBL1,AGRN,NDUFA4,BIRC6,S100A16,PLXND1,NCLN,SUPT16H,DYNLRB1,MXRA7,MAP3K2,PDHA1,SELT,CCDC91,SWI5,YIPF4,FKBP2,NME1,DNAJA2,ABHD11,FBXO32,MYL6B,C10orf32,HMOX2,PNRC2,RAI14,CAPZA1,PLTP,ZMYM2,NEDD9,TGM2,UBA1,TNPO2,ID2,LPCAT1,PRPF8,BCAS2,ACTG1,PLEKHM2,TBL1X,SPRYD3,EIF4EBP2,SQRDL,TNS4,GSR,GATAD1,TMEM14A,NOSIP,RANBP9,NDUFS4,ZNF638,ROGDI,PITPNM1,CLU,OCIAD2,COL10A1,PFDN6,ELMOD2,RELA,ALDH6A1,TMEM238,CST4,SSR1,ATP5O,HDAC2,AZGP1,HN1L,ATP5D,CHMP5,PLEKHJ1,TTC9,MIDN,CHTOP,CAPZB,ALG6,RPS26,MADD,PAPD4,TP53INP1,EHD2,PNPLA6,HECTD1,EAPP,TM4SF1,RAD50,VPS29,FUS,SELM,ANAPC5,S100A8,DUS1L,CLK4,MACF1,DCUN1D5,INSR,NUPL1,WDR59,GOLGA8A,CD59,MXRA5,NDUFB10,RAB2A,RAP1B,RSF1,VSTM2L,CMTM6,NHLRC3,CLDN4,MUC5B,FDFT1,TYROBP,EIF2S1,HLTF,CDC42BPA,SCNN1A,OSTC,RPL13A,LZTFL1,CLIC1,COMMD6,TJP2,MTX2,THRAP3,ZC3HAV1,PGLS,PHIP,GUCD1,EHMT2,BASP1,CHD9,TIA1,SBNO1,AAK1,NOMO2,FKBP15,PIK3IP1,TCEAL4,RBM10,POLI,PLA2G15,PDGFRB,APOL6,GPBP1L1,ZNF451,RAB3GAP1,SPNS1,TMEM263,EEF1B2,TBC1D15,HCCS,ANKRD36,EMILIN1,PPP1R37,SLTM,LMBRD1,TSC22D4,FBXW11,RPS11,RNF103,GBP1,ILVBL,KIAA1429,SOGA1,RALGAPB,ERMP1,NAPA,NCS1,SPTSSA,MRPS23,PUM2,STK17A,LTBP4,CD151,PDLIM1,VIM,RTCA,AXIN1,THOC2,RNF149,MCM7,MED17,MARVELD3,FOSL2,LNPEP,CHKA,RBM25,SLC35A5,WNK1,MYL12B,LBH,IER5L,URI1,UPF1,DDX46,ATP2C2,ENG,SLFN11,GADD45GIP1,RPL5,PPP1CC,PIM3,ZNF264,ATP6V1C1,KLHDC3,PVRL4,RMDN1,CLOCK,S100A9,NCOA5,TKFC,FNBP1L,FAM49B,CDC42EP1,PYCR2,CDH11,TMEM123,COA6,RANBP1,PPP1R12A,PES1,BST2,EIF5AL1,FKBP5,MIEN1,CDH1,FAP,AGT,ATM,KANSL1,DNAJC4,SLC39A11,YIPF6,UNC5B,MAZ,RABGGTB,MPV17L,SCFD1,UNC93B1,MRS2,DDOST,SMARCAD1,SGMS1,SUPT7L,DSP,SPPL2A,ISCA1,MSRB2,LETM1,LSM7,RAB1A,MARVELD1,B4GALT3,METTL1,SLC35A3,RBBP6,PHF12,VAC14,HNRNPDL,RAB30,HINT1,STAT3,ATG3,KCTD20,C19orf52,ITGB2,WASF2,SDHAF2,RAC1,LOXL1,HADHA,EBP,NAGLU,TCEB2,DNAJC10,LRPPRC,GOLPH3,HLA-DQB1,PARP1,POLR2E,STRBP,RBM39,CCDC71,ITGA3,ATP5A1,KDELR2,OSTF1,GRN,S1PR3,SGPL1,SEC61B,DIP2B,MED28,ABHD2,CEP70,ATP13A2,MICAL1,NINJ1,GLS,TRAPPC9,ABHD15,CNOT6L,VAMP8,SUMO2,EMP2,C19orf70,MID1IP1,SYNJ2BP,HDAC7,DCAF13,ARGLU1,UGDH,GNA12,PTTG1IP,SEC13,MORC4,YAF2,NMT1,ZEB1,TGFB1,SP100,CYB5R3,SERPINB6,ZNF12,BCL2L1,FUCA2,MDM2,RCN1,PRPF39,IGFBP2,KMT2C,HSPA5,SECISBP2L,FUCA1,LUC7L3,ZFP30,NACA2,ZBTB38,DYNC2LI1,NDUFB2,ERGIC3,PABPC4,POLR2H,DBNL,TBCA,CXCL17,SGK3,AP1M1,TBC1D10A,SLC4A2,PSMB6,ANAPC11,HP1BP3,CCPG1,LAD1,MEF2D,KDM5B,PSMB8,XRN1,GAA,ATP5C1,PIGS,UBXN1,PRICKLE2,STOM,C12orf49,MS4A6A,RPL32,GAS6,GSTK1,NFYC,SOS1,NDUFA8,UBXN4,CSNK1D,DNTTIP1,ATXN1,RETSAT,OGT,SMIM14,PYCRL,PDHB,DTNB,IFT43,TBX2,COMMD5,ERP29,FBXL5,ELL2,RAB4A,PVRL1,AKR7A3,SNX4,RPAIN,KRT81,POTEI,NOL10,HSD17B10,ANTXR1,PIK3R1,STX6,DTX3L,HK1,DDX18,NRAS,TIMM9,POLR3H,UCHL5,ZNF544,EIF2S3,POLR2K,ATPIF1,NIPSNAP1,QPRT,COMT,NPNT,CTSL,FEM1A,RNF167,MZT1,MTCH2,RAB22A,LMAN2,PNPO,BSPRY,RNASE4,FBRS,CD52,GUK1,KIF3B,DENND2D,EDARADD,TXNRD1,SF3B5,MAPRE1,POP7,SDHC,UBE2R2,ALDH18A1,MEX3D,ATP13A1,TCIRG1,PCBD1,CUL4A,GSS,SEPT7,EFNA4,ELF3,TBC1D2B,ARFGEF3,PARP2,MED15,CGGBP1,ZDHHC3,SFRP4,CALM1,C5orf24,RAB11A,MRPL51,LYPLA1,FIS1,MAP2K3,AMFR,FRS2,BABAM1,PFDN1,TAP2,NDUFA5,DTYMK,DCTN1,PSMB4,TMEM50B,DSE,SEC61G,STRAP,TMX4,AKAP11,CMC1,ORC3,SGMS2,NACC1,IGF2R,LONP1,NISCH,ANXA4,CCDC50,MYADM,HMGB3,MKL2,CHMP1A,TRPC4AP,GALNT1,CTSH,DENR,CHCHD10,GYG1,C19orf33,PAPD7,ORMDL3,C16orf89,SH3D19,RPSA,FAM120AOS,SCARB2,NAGA,LDOC1,HYOU1,CSRNP1,MYO6,GSN,SMIM7,TRIM41,PCBP2,ATP5I,BCAS4,DRAP1,SERF1B,LRRC47,CCNL2,LAMA5,EPHX2,PNP,PLD3,ROCK2,SPG11,PPP2R2A,GPR107,APMAP,TOLLIP,JMJD4,C5orf30,SRP14,DDX56,FCGR2A,RGS10,KIF13A,HERC4,LUC7L,SNRNP200,ATP1B3,NELFB,BTBD2,PRCC,UCP2,PANK4,SLC44A1,PNISR,PPDPF,ELF1,GANAB,DCAF5,HKR1,CLIP4,NFKBIB,VPS35,PRMT5,UCK2,DNAJC19,UQCRB,PHLDB2,BHLHE41,MLLT6,PDLIM2,USP47,HS6ST1,GDE1,LAMTOR1,RALY,TMEM167A,FBXO27,PUM1,KIAA1715,DYRK1B,NSRP1,RPL26L1,FUT8,LEO1,U2SURP,RPS4X,RPL22L1,DLST,ARAF,TM7SF2,SQLE,ARL5A,USP4,HACD3,COPS2,FAAP20,AK2,PPT1,PYURF,LGALS7B,TBC1D24,MRPS12,SIL1,LIMS1,UBR7,TADA2A,HADH,C6orf48,RPRD1B,NEK7,PSPC1,ZNF106,KPNA6,NR2C2AP,PACS1,RAB10,GLRX5,PABPC3,MTMR12,KCNK6,MAPKAPK3,KIAA1522,SLC50A1,AHNAK,PTCD3,SMARCB1,ANAPC16,IRX3,SLC19A2,TMEM87A,GNG12,ATP6V1G1,SCAMP4,ZNF664,SSU72,SAR1B,SFSWAP,ADAMTS15,UBXN7,PDE12,ATP6V0C,GLRX3,ELK3,ECHDC2,COL6A1,ECE1,NDUFA3,CD164,TPRG1L,NFIB,HSPA9,MRPL20,CUTA,MAP7D1,ARPC5L,PKIB,SPPL2B,DDX6,CDKN1B,APP,SURF1,SPIN1,SLC25A26,PPP3R1,DDRGK1,TCEB1,YBX1,ACTA2,MAP4,MRPL9,ZCCHC24,MBD1,FBLN1,FOPNL,PCMT1,RBM47,PSMA1,ZDHHC20,MSRB1,PTGDS,TXN,CAMLG,SNX3,MOV10,XPO7,GSDMB,FGG,HDGF,SEC24D,ZC3H15,KPNA2,HLA-DRA,CLK1,MED23,IER3IP1,TRMT1L,CYBRD1,ORAI2,COMMD4,CPSF3,TRIM27,SDC2,THAP5,E2F4,KIAA0430,IDE,ATP5J,HACD2,ZNF263,CREM,NHSL2,CARS2,MMP11,TIMM13,COPB2,LENG1,COASY,TSC22D1,TMEM259,GOLGB1,TSPAN1,CASP2,BROX,H1FX,IKZF3,MNAT1,ARFIP2,CCDC6,PRDX4,NFIX,TPP2,ZNF33A,SMARCA4,EDNRA,TIMM17A,SYNE2,BAIAP2L1,RGS4,IQGAP1,ATP6AP1,S100PBP,PLOD1,LRRFIP2,ATP2A3,SP110,PCID2,ACTL6A,UROD,PKDCC,GALNT7,MCMDC2,ATP5B,HAX1,DOCK8,IP6K2,CTDSP2,SLC25A29,GLT8D1,MRPS17,MRPS6,MYO5C,ALAS1,MAT2B,NID1,SLC44A2,TMOD3,ABHD13,VKORC1L1,TAF13,RYK,ALKBH7,MFSD2B,LTBP1,CYR61,MAGT1,TMEM30B,NEU1,CPSF7,PC,TWF2,MAP4K5,CD2BP2,GPCPD1,CACNA1F,NAGK,UBE2L6,CSTF1,FAM8A1,KCNK1,ARL2,RPS19BP1,SLC4A7,HRSP12,LTB,BEX1,EWSR1,ACBD3,APOBEC3C,PHACTR2,SHARPIN,TRIB1,ICE2,CTDSPL,CDK2AP2,GLOD4,CDK11A,CES2,CALM3,OLFML2B,COL16A1,UBE2N,ATP5G2,SAA1,CCT6A,INTS10,SLC11A2,RBM8A,LAMA4,CALCOCO2,COMMD9,TSC22D2,AP1B1,DHX9,DDB1,CCDC167,MYB,SNRPD3,ERGIC2,NUCKS1,ITGB1BP1,HEG1,CTGF,LMO7,BIRC5,CCNDBP1,ZNF688,MVK,CD36,ABHD3,CSAD,LOXL2,VPS16,AKNA,MBOAT2,AMOTL2,CEPT1,GRAMD4,PQBP1,RORC,MAN1B1,AP3D1,ANO6,EIF2AK2,FBXL20,CTNNBL1,CYBA,PSD4,SUPT6H,CLTB,ARCN1,CCNY,CLTC,GNAI3,MAPK1,KDM4B,THOP1,RHOT2,YIPF3,PCYT1A,PEA15,NOLC1,TMEM128,PDGFRL,IAH1,BET1L,SERPINB1,WDR90,FBXO18,ETV6,ATG101,SRSF1,MRPS16,CEBPD,AGPAT2,LAPTM4B,IFITM2,ZNF148,RNF40,EFHD1,PAM,EIF6,NCSTN,FUNDC1,ATP5G1,PMM2,TTC37,NDUFA9,C8orf33,DRAM2,SKP1,GSTP1,USP24,APIP,MTHFR,ZBTB18,TCF25,SRGAP2,HBS1L,MMP15,SDC3,SRRT,EPN3,GSK3A,MTCH1,PFKL,RING1,PIGQ,BRK1,UFD1L,TGIF1,LSS,CPPED1,PLK2,AIG1,BOLA1,DNMT3A,PSMC5,AGPAT3,PNMA1,KIAA1217,PSME2,BID,POMGNT2,SEC24C,UQCR10,BTBD3,DR1,TMBIM1,RPL27,PSMD12,IGSF9,MED9,LINC00493,CCT7,MRPL13,AK6,USP7,MAF,UQCRHL,MRPS15,ETNK1,PEX11B,TMEM50A,LIMD2,SEMA3C,MAPK6,CHCHD1,SPATS2L,CNOT8,MIER1,DAB2IP,JKAMP,PFDN4,HSPH1,AQP1,HDGFRP3,RAB24,PCM1,POLD4,CTDNEP1,GINM1,EXOSC6,CDK5RAP3,SUN1,ADNP2,TCAP,MRFAP1,EIF5B,CBR1,ADCK3,SMC5,GLIPR2,MAN1A2,PAICS,KLF16,NFE2L1,TMEM242,NCOR1,RAB18,LIMA1,FAHD1,IDH1,OXA1L,TINAGL1,PTCD1,JAK3,ISLR,GPD1L,SPHK1,UTP3,ANKRD13D,CUX1,NDST1,TMEM132A,STAG2,SLC6A8,CMBL,AMD1,PODXL2,KIAA0232,ADD3,PTPN11,NPTN,MATN3,SKIL,CHD6,FBXL17,UBE2I,NR1H2,TMEM30A,UBA2,TRA2B,GLTSCR2,TBC1D4,PLXDC1,MFF,RECQL5,NOMO3,NUCB2,SYNCRIP,CECR5,NBPF14,TRPM4,GREB1,RPL7,SUV420H1,UBE2Z,VAMP5,SOD2,RBM12,CD2AP,PCNX,SLA2,CARKD,TRAPPC2L,PAGR1,MKRN1,SLC12A4,PEF1,PSMD2,UBR3,PHF14,LAMB1,KITLG,CEP68,BRE,C7orf26,HSP90B1,FAM58A,MAGOH,BAG6,BCL7C,SSH1,AASDHPPT,CYFIP1,FAM208B,PSEN1,KANSL3,GPR160,RALGAPA1,MRPS10,C6orf89,GARS,NUDT2,USP22,SLC27A4,PARP10,CRACR2B,CD82,DBI,CDC42SE1,NSMCE2,SNX14,RBM28,DCP2,ADO,NT5DC1,TBCE,DKC1,FASN,RFC2,TMEM131,GMFB,DNAJB2,PSMC6,MCMBP,NONO,PTPN12,AARS,PML,NQO2,LAGE3,EPS15,HNRNPM,ELMO2,INSIG1,CD47,ARFGAP1,ZSWIM1,SPRED2,CSNK2A1,NUP133,WBP5,PRSS8,CA12,GBA,COG3,CYLD,CFAP97,TPD52L1,EFCAB14,POLR2A,MAGOHB,CUL4B,NCOR2,CCND2,RBM38,EIF5,RPL35A,IFNGR1,ZNF329,VWF,COA5,SNRPG,GGT7,C1GALT1,DNAJA1,CCNB1IP1,TRPS1,ATP6V1H,MICU2,LMO4,MED1,CCT3,WDFY1,ENTPD1,ALDH9A1,CHID1,IFI35,PSMD10,RNASEH2C,KCTD3,SERTAD3,NBPF9,CASP3,FLOT2,NUCB1,SBF1,TAF10,ANXA6,RAB5C,GRASP,TTC36,COA4,ACAA2,TRAPPC4,CIC,PPP2R4,EDEM2,KLC2,ASS1,NABP1,TRABD,VAMP7,KIFC1,GABPB1,AMOTL1,PCNT,CRYAB,ATP6V1F,ASL,ABCA3,FAM84B,C10orf54,LAMC1,SEC22B,PRPF6,MFN1,NSUN2,AREL1,ACAP3,CELF2,ARSA,RARS,TOB2,G3BP1,KIAA2026,ALYREF,CLPP,BCLAF1,CBWD3,BRWD1,DST,DGCR6,SYTL1,RPS25,S100A4,YIF1B,STX7,QRSL1,CCNF,ZNF644,GTF3A,VIMP,HIBCH,SNX30,FAF2,COX7A2L,OTUB1,KDM2A,TNKS1BP1,C15orf39,DSC2,VAMP3,U2AF2,ENTPD4,GPATCH4,PDPN,ARF3,TOP2B,STYXL1,IGSF8,ADAMTS2,NELFCD,PBXIP1,PLVAP,TMEM219,COMP,ATIC,GORASP2,PINK1,HSPA14,HNRNPA0,MTMR2,SPATS2,PPIC,TARDBP,COL4A2,GPBP1,FZD8,TGOLN2,FOXP4,VASN,CD248,MGAT2,EIF3C,TSPAN3,ZC3H7A,ETV3,SAMD1,EIF4EBP1,EMP1,ARRDC3,NSA2,AHCTF1,HIGD1A,CISD1,GBP2,TMEM192,PIK3R3,RNF216,WASL,TWF1,MEST,NPC1,FXR2,PEX13,UBE2V2,INPP5J,RCC2,CBX1,KIF16B,WDR82,COX6B1,PROSER3,SS18,TTI1,SDCCAG8,FMO1,ARPC5,MAP3K1,CA8,WNT7B,CASZ1,CLTA,ADRM1,ARID1A,POR,UGGT2,B3GALT6,GPI,AKAP17A,IARS,EPS8L2,EIF4B,FNDC1,FBXO42,TNKS,NAT14,ZNF609,COL6A2,GTPBP1,RPS13,TCF20,PPP2R5A,CMTM3,GTPBP6,C7orf50,SPOPL,IGF1R,WDR46,LARP4B,FAM20B,GM2A,PREPL,ADIPOR2,MUM1,MARCH9,CAND1,SKIV2L2,CISH,SF3A1,UACA,RAP1GDS1,ABHD17C,CCNC,NPIPA7,VPS45,FZD6,ZNF397,ASCC2,SCRIB,MRPL22,XPO5,C17orf89,FRMD6,QARS,MDFIC,EIF3I,PCMTD1,MOAP1,MTRR,DNAJB6,PMP22,ECHDC3,KIAA2013,FAM32A,TSC2,HSPD1,RPL17,ECHS1,PTPRS,BAX,ZFYVE16,ATG4B,HDHD2,CLNS1A,CD109,HNRNPUL2,TMEM119,DLAT,ZDHHC12,PJA2,AFG3L2,SPOP,OSTM1,SLC48A1,NCBP1,JMJD8,OXR1,LARS,NPIPA8,AP3S1,TSC22D3,RRP7A,BCAR1,RC3H1,NDUFB3,MYCBP2,G6PD,SRSF10,PKN1,CPEB4,MSL3,CHD3,TRIM33,RNF20,MAGED1,MTHFS,MZT2A,BRF1,NAIP,TOMM34,NARF,PLS3,SMC6,DEGS1,EPB41L1,RMND5A,PIEZO1,TCP1,CYBB,THOC7,CSNK2A2,RXRA,CDK2,PSMD13,VTA1,RC3H2,SASH1,GNAI2,UXT,TFRC,SCOC,RAB25,E2F5,ZW10,MSTO1,GON4L,IBTK,NOTCH2NL,EDEM3,SPP1,SMIM1,COPS5,BTBD1,LPAR1,MROH1,UBFD1,HADHB,LPP,UHMK1,TRIB3,RARRES2,EMC1,TRAPPC3,PSMD11,STRN3,PRAF2,GNB5,MISP,CDC42BPB,ALDH3B2,RBM26,ARHGAP23,DCAF10,STAT2,PARM1,DICER1,TMEM222,IPO7,ZBTB11,SPRED1,PSMD6,TFDP2,RNF44,FOSB,FAH,ASPH,UEVLD,PLCG1,SDF2L1,OCEL1,BAG3,DYRK2,GCC2,PON2,IFI44L,LPPR2,AGPS,PIP4K2C,CEBPB,ECI1,ANAPC1,BOLA2B,PDE4DIP,G3BP2,SEC23B,NGLY1,P3H3,MYO10,REST,PKP2,ATAD3B,TAOK2,BAD,WDR3,SELO,MVB12A,MTR,DCAF12,TRIP11,TRAPPC5,GLUD1,PYGO2,HMGN2,EGR3,HNRNPC,RARG,SYNRG,RNPS1,DSG2,CIAO1,DEPTOR,SZRD1,NAT8L,LUM,SNRPD1,EIF3J,LAMB3,SLC35A2,FZR1,IRF2BPL,LDHB,ZNF335,DIO2,MATR3,ZNF280D,SH2B1,FAM96B,RBPJ,ATXN7L3B,MTL5,SNAP29,NDUFS3,HSBP1,MAU2,AK1,ZNF655,PSMD14,CC2D1A,TUSC2,SLC35E3,CCDC132,ACO1,KIRREL,IL6ST,CCDC80,CITED4,SMUG1,SLCO2B1,CDK11B,SEC62,FAM83D,NSUN5,LTF,TPI1,TRAPPC12,CYB5R1,LYRM2,PRPF4,PLAT,MRPS22,NPDC1,PSMB7,KIAA1109,UQCC2,CCAR1,PLXNB1,TCAF1,TMEM70,SMDT1,MUCL1,TNK2,STK4,NCCRP1,CATSPERB,SEPT9,SEC14L1,TAF15,CNIH4,TERF2IP,TMEM167B,ISCU,DNAJB11,THRA,CTDSP1,NEMP1,SFT2D2,CAPRIN2,C11orf24,UBALD1,IL20RA,GALNS,KLHL42,MAX,CHURC1,CAT,ZNF22,ZFX,PIK3C2B,SUZ12,COX14,CHMP7,ZBTB37,ANKRD17,PALLD,CPT1A,NAA60,MTA2,ZNF703,ADCK5,PSMC3,ACOT13,YLPM1,LXN,TERF1,TMEM109,C19orf48,CRTC3,EIF3A,LSM2,ZNF467,AP1M2,ISG20L2,LARP4,RHOD,CD99,ATP5J2,NRIP1,APTX,ULK1,YTHDF2,UQCRFS1,ADD1,FAM89B,PPFIBP2,CRIM1,AIM1,ABLIM1,EMC10,SEL1L3,SORL1,MFSD6,PRKAG2,IMPACT,RNF2,NRP1,TBRG4,TRIB2,PTPRG,HM13,FAM83H,AIP,MAP3K11,LRRC8A,TBC1D17,HSF1,GMPS,XPO4,VAV3,NGFRAP1,SNAPIN,SUCO,NOP10,NPEPL1,MYSM1,WDR26,CSGALNACT2,BPHL,MARK3,LAMTOR5,EMC7,C14orf1,CNDP2,UFM1,DDX49,HN1,CABIN1,C3orf14,HGS,KRT10,CHD4,NDUFV1,POM121,TELO2,PHF5A,NTN4,PBRM1,UBE2E1,CKS1B,PICALM,EVI5,PDCD11,SSRP1,RGS1,BTBD6,UBE2E3,PPM1A,STIP1,MRPL41,NEK9,ANKRD36C,MIA3,MAPKAPK5,CUL9,ITSN2,SPTY2D1,C19orf66,SNX21,ITPR2,AGFG1,FRA10AC1,MFAP1,RGPD6,NBPF12,CST6,EPCAM,BIVM,NGRN,EMC3,PCDH7,USP48,CLPX,MEAF6,SMARCA5,CFB,EFNA1,PCBP4,C2orf68,TTC39A,RMND1,ENOPH1,PCK2,MRPS27,BLCAP,FUZ,RNF166,CDV3,MORF4L1,ARID4B,ARHGAP29,UPF2,RNF146,DDA1,PHYKPL,DIDO1,ZNF91,PLEKHA6,ATP6V1D,MCM3AP,CHMP2A,TGFB3,UBE2E2,CBX5,COPRS,ISY1,ODC1,REEP3,NBEAL2,ANAPC7,C1QBP,PDCD6IP,OTUD5,MBTPS1,CPQ,LEPROT,USP28,TLDC1,CXorf40B,CYTH3,SLPI,PIKFYVE,RPS6KA4,ZNF573,UTP23,MTX1,ACTR10,IP6K1,ENPP1,APOC1,TBC1D23,TMED8,ARHGEF2,HEATR5A,SUGP2,ARL8B,MOB1B,DAZAP1,PEG10,CILP,C16orf72,YWHAG,ARHGEF6,NUDT4,STK26,CCDC74A,TXNDC16,PCGF5,MRPL27,EFNA5,INPPL1,TSPYL5,DARS,NUDT21,ITM2A,SMARCD3,MAP4K4,C1QB,CSNK1G2,NF2,ZNF260,SVIP,REXO2,TAF7,HID1,BMI1,APPL1,CDKN1C,CAMTA2,TAF9B,GJC3,BEX4,CCDC109B,MCFD2,SMAD5,UBE2Q2,WFS1,MTMR14,IFT46,GTF2A2,CDCA4,PRKAG1,AXL,CD2,RANBP3,HEXA,RGS12,RAB31,TPGS1,LIMK1,ARFGEF1,PECAM1,RB1,C19orf25,FAM53B,PLA2G12A,PAPSS1,HNRNPH2,RUNX2,ODF3B,HOMER3,CMIP,NPLOC4,TOMM22,DUSP5,MYLIP,FKBP8,SACM1L,EPSTI1,ARF6,TMEM183A,MRPL23,MPRIP,CNBP,ILF2,FHOD1,STAU1,MRPL43,GATAD2B,C2orf54,ATF7IP,CORO1C,CCND3,DCAF8,TMEM189,WWTR1,TCEAL3,PPP2R3B,LIMD1,SLMO2,ZNF791,DCXR,CHM,TRAK1,TMEM115,DTX2,XPR1,DCTPP1,RBM14,RAB3D,SHOC2,C6orf62,EGLN1,AHCY,SEC16A,NUDCD3,MICAL2,ITPK1,SNX6,COX11,CUEDC2,DUSP3,RASEF,FBXO6,ELOVL1,SARS2,FDX1,CRY2,CKS2,CLINT1,TRUB2,MANBA,YAP1,BRI3,ARHGEF26,VPS13B,PPP2R5C,IFT122,ATXN10,LMTK3,HMCES,DIXDC1,ITPR1,RND3,MRPS34,NCKAP1,MLLT1,TMEM62,GPT2,PTPRK,GNL3,CTBS,THTPA,ZDHHC18,NOTCH3,LARP1,TXLNA,ADCY5,AP1AR,TPRKB,SRGN,CUL5,CSNK2B,STX5,SCRN1,ACOX2,DNAJC21,GNG5,TP53I11,PPP4R1,HIPK2,HLA-DMA,ZPR1,PPFIBP1,DPP3,EEF1G,ATP6V1E1,RUNX1,CREG1,HECA,MAGED2,FABP5,SNAP23,HNRNPR,HPX,YWHAE,ERLEC1,KLC1,ATP1B1,RAD21,GGA2,LAMTOR2,ATXN2,CMTR2,CRIPT,DNAJB14,TARS,PEX26,FAM160B2,WDR33,IQSEC1,HOXD8,TPST2,IRF2BP2,ACTR2,TUBGCP2,PLEKHH3,EMC9,ITIH2,CDC16,FZD7,WAPAL,FAM192A,N4BP1,SAE1,MCF2L,UCK1,USO1,MAP1B,FAM177A1,CYSTM1,ACLY,ELK4,IWS1,CDK13,PHAX,DDX21,KCTD15,YTHDC1,ABHD17A,HIST2H2AA3,SH3BGRL3,EIF4A2,CHCHD6,BRMS1,PPP3CB,ARAP1,ABI1,ZFC3H1,SRPX2,TSPAN9,RSRP1,ARMC1,EPB41L5,PRKAR2A,PRNP,KDM6A,SERPINA1,CCDC57,LLGL1,PDCD10,USP14,GMDS,ALDH3A2,C9orf69,ATP6V0A1,GPAA1,XPO1,ZC3H18,CBX4,CENPB,CA2,MRPL14,ZC3H11A,TMEM54,R3HDM2,GNPNAT1,D2HGDH,ARMC8,CHMP2B,CCL2,C9orf78,USP21,PARN,TTC14,LSM1,TOP1,ARHGEF37,ZNF623,SFN,LIPA,APOL1,PAWR,MCM6,ZDHHC24,GALE,U2AF1,LHPP,ARIH2,SYT12,PRPS2,GPR108,DLG5,GOLIM4,RANBP2,YTHDF3,HAGH,MTHFD1,RNPEP,PRKD2,COBLL1,SLC35B3,GABARAPL1,NUS1,METTL17,KIAA1191,CAB39,FLI1,CTR9,SPINT1,REEP6,ZMIZ2,SEC14L2,IVNS1ABP,ZCCHC14,UBN2,ALDH7A1,STK40,ZDHHC8,TBC1D5,EHD1,UBAC1,PPP1R7,MIB2,MLEC,CAMK2N1,TAB2,FOXK1,HES1,TRAF5,SAAL1,CARS,HES4,LEPROTL1,SSBP4,KAT6A,LYZ,HDAC3,TIMM8B,ABCC5,TMEM97,LAMB2,CPE,FAM98C,ILF3,EPN1,INSIG2,SKIV2L,EBAG9,P2RY11,FBXO25,SCP2,FKBP9,ZNF326,IFT52,SREBF1,CDC42SE2,MAST2,NDUFB5,SUN2,ZNF687,TPSAB1,ANKRD13B,AKT1S1,SEC23IP,SMIM12,GNA11,TMEM98,ANAPC4,DUSP1,USP36,MT1G,B4GALT5,MRTO4,APC,CSRP1,ANGPTL2,PCF11,STX16,DGKZ,C14orf166,CFDP1,NMRK1,RNPEPL1,PACSIN2,FNDC3A,ZMPSTE24,SLC39A9,ITGA11,ZFP91,NT5C,TM7SF3,PEX6,MGRN1,NMRAL1,TUBA1C,ALDH1B1,FAM173A,CERCAM,ITPRIPL2,CADM1,SYVN1,FBXL4,MMADHC,APPBP2,IFT140,SMPDL3A,SH3BP2,SAYSD1,SLC8B1,C17orf85,NBPF20,OSBP,LETMD1,SLC35E1,IRAK4,RNF181,SOS2,FRMD4A,RNH1,RHOQ,GREM1,FAM102A,ZNF274,CETN2,ICA1,PHPT1,CLSTN3,SF3B2,FXR1,SPON2,RDH14,METTL9,SLC39A10,MPDU1,COPS6,NUPR1,PRPF4B,PREP,RECQL4,SPIRE1,PIP5K1C,MARCH2,FAM83F,LTBP2,RAF1,SVIL,BOK,CAPN7,RNF141,SORT1,SSSCA1,SRM,PPP4R2,NARFL,MEGF9,TES,FAM198B,KLHL24,MTA3,PPP1R18,SLC20A1,AKR1A1,SLC5A6,FLCN,DVL2,CNOT11,MYO9A,VPS26A,ATP2B4,TBCD,ZFAND3,KIAA0040,SEPT11,TGIF2,HTATSF1,DHRS4,NDUFS5,SLC44A4,CERK,IRF1,NDRG3,FNBP4,MRPL40,NBPF10,CANT1,AHI1,HMHA1,PDCD2,IKBKB,SIDT1,RARS2,RELB,EIF3L,SPR,RRAS,H2AFV,PPM1F,TMCO3,MTOR,PGGT1B,NR3C1,C22orf39,SNRPN,AGAP2,F13A1,RAB34,RASSF4,KRI1,IFNAR1,GRPEL1,EIF2AK1,FAM120A,LHFP,UBA3,OSBPL1A,KIAA0368,AKIRIN1,MRPL47,SAV1,MME,ECHDC1,SUPT4H1,PSMA3,NDUFS8,PARP9,UBA7,PLXDC2,R3HDM4,TIMP1,AAMP,TADA3,GTF3C2,ZEB2,SHTN1,SREK1,KBTBD2,TK1,ALDH2,IMP4,CDK2AP1,ASNSD1,GFPT1,KCNS3,ITPA,PFKP,INPP4B,NFX1,DYNC1H1,RNF41,TXNDC15,PTPN23,METTL2B,AKR1B1,UBA6,NBAS,LDLR,SENP6,MTFR1,POLR2L,SLC3A2,FAM107B,SC5D,SOCS6,ACVR1,FAM134C,NABP2,MYO1C,FCHSD2,GAPVD1,VDAC2,NKIRAS2,TSPAN17,BBS2,UBL4A,DKK3,MAP3K4,MED10,CACUL1,SDCCAG3,GADD45B,LRRC14,ACTR1B,DNAL4,KDM5A,TMEM256,TMEM9,NCOA6,MGLL,BAG1,FAM20A,TXNDC12,REEP5,MARCH8,MXD4,ENOSF1,SRP19,RCOR1,SAP30BP,CDC5L,SPG7,ABL1,SCARF2,YPEL5,SNRPF,GOLGA8B,UBE2W,HIP1,EP300,PTRH2,MCTS1,C6orf1,RNASEK-C17orf49,WASH1,GJA1,ARHGAP32,MYBBP1A,MRPS26,SUMF1,ZHX1,DEK,CHTF8,ST6GALNAC2,SLC1A5,GOLGA7,LHFPL2,LGALS9C,MRPL18,TTC19,C18orf32,DENND5A,KDM5C,ATG12,ANKRD52,NBPF15,IRF6,RNASEH2B,PYGB,FAM35A,SLC31A1,AHR,WDR74,NDUFB1,ZNF121,KIF1B,TMEM19,LRFN3,CINP,SCO1,PHF20,TRIP10,PPHLN1,FBLIM1,EFEMP2,EIF1AX,MBD6,LLGL2,SEC63,CHD1L,HMG20B,NR4A1,SEPT6,ZFAND6,UBE2S,HDAC5,NOP58,TMEM214,METTL7A,MAP9,CST1,TMEM176A,KPNB1,SIX1,MRPS18B,POT1,LZTR1,TMEM55A,EGLN2,CEP57,PSMA4,PITX1,DHRSX,TMEM160,MRPS2,EIF4G3,RRAS2,COPZ2,POLR2J3,PPIF,PDPR,OGFR,CH507-152C13.1,TCERG1,WDR13,ZNF7,FAM127C,ATN1,TSPAN5,RSRC2,NFATC4,EIF2B5,BMPR2,TRADD,TFAP2A,CREBRF,COL5A3,HEATR5B,VPS25,PPP1CB,FBLN2,SHMT2,DCTD,FNBP1,TACSTD2,ZCRB1,SMAP2,TOPBP1,WDR81,RFC1,NCAPH2,DFFA,HIATL1,RNF115,GGNBP2,EIF4E2,RAB21,TPP1,TRIM8,DGKH,HCFC1R1,TMEM223,FGFR1OP,COL11A1,ZNF768,MCM4,AC004556.1,FAM98A,NDUFV2,VBP1,DGUOK,CLSTN1,SHISA4,NEDD8,DCAF7,CXCR4,SSC5D,SLC43A3,TMBIM4,TRAPPC11,ACTR1A,FANCF,VAT1,BET1,PRRC2C,SIK3,RAB6A,KNDC1,SLC12A8,GCLM,ABCE1,CYB561D2,MPHOSPH6,PSMG3,TCEB3,FBXW2,SLC30A1,DEDD,HNMT,CNIH1,RSU1,SP3,PIP4K2A,RHPN1,VPS4B,TMEM129,DUSP16,WDR36,SMYD3,CBLB,RPL39L,PI4KA,SLC39A7,HDHD3,ZC3H3,ALG14,pk,KXD1,NECAB3,IRS1,UNG,CORO7,C11orf58,SNRNP25,CCDC64B,FBN1,EPB41L2,CXorf40A,C1orf56,PARVA,SURF4,ATP6V0E2,GMPR2,ST3GAL4,NDUFS6,PMVK,SIAE,UBQLN1,WDR45B,CDIPT,NREP,GORASP1,NUDT1,GPC1,CD14,UBXN11,NOL11,ORMDL2,PPP2CA,BCL6,MSANTD3,NADK,NUDT22,BLVRA,CDKN1A,ZRANB2,UBE2G1,C15orf48,PSMA7,PHLDA3,CERS5,SRSF4,ZBTB7A,GPR157,STIM1,SPTLC2,SLC35C1,XAF1,RAB15,BAZ2A,H2AFY,CHKB,PDZK1IP1,TTLL12,PLXNA1,ACP1,KPNA4,CSK,PRKRA,UFC1,ETV5,RBCK1,CAD,MRFAP1L1,FAM21C,PRPF40A,HMGCS1,PNKD,TTL,ZFHX3,C21orf33,GATC,FAM114A1,ZC3H13,TP53RK,MYEF2,CTSS,FAM73B,BAZ1A,MSR1,IFI44,POLDIP2,SECISBP2,RPA2,TLN1,RABGAP1,RABGAP1L,RFWD2,YWHAH,KRT14,IST1,TFAM,IMPDH2,PPAN,PLOD3,AMZ2,PDE7A,AFF4,HS2ST1,PNMT,SAFB2,PRKACB,NMD3,FAHD2A,MED13L,NAPEPLD,KDM6B,GFOD2,YBX3,KIF1C,GRHL2,CFH,SOCS3,PHB,HDDC2,SLC25A25,POLR2G,ALG5,ARFGEF2,SPAG7,TBC1D10B,MT1X,ABCA2,FBXL15,COQ4,SF3B1,ARSD,KIFAP3,TSPAN6,PPP1R26,GGCX,BCAS1,TSPYL1,SDE2,EGFL7,RNF217,HLA-DPA1,FAM199X,LSM6,DDX1,VEZT,ABHD14B,CMTM8,POLR2D,ABCD3,DIAPH1,NEDD4,BLOC1S6,CLUH,TMEM199,CDC42EP4,BSDC1,PRKAB1,PEX2,FASTK,STT3A,TRIQK,ZNF552,PKN2,BDH1,ARHGAP30,YBEY,OSER1,SLC30A7,KARS,SLC2A3,TMEM127,RPS6KB2,DHFR,CLMP,NSF,EVL,ZNF384,FAM156A,BRD9,RASD1,C11orf49,BMP1,MSN,NUP98,ATP5S,AGAP3,TNRC6C,KLF9,TMX3,BRD2,PSMD1,TPBG,SF1,ZMIZ1,HEXDC,PAFAH1B2,FAM204A,NXF1,HOOK3,STRA13,DPY30,TAOK3,PNO1,RASA4B,ARHGAP21,TBC1D16,GADD45A,SNX19,DTNBP1,UBALD2,SDF2,PDS5A,CHAMP1,NFKBIA,SH3RF1,BAZ1B,PLAGL1,ARRDC1,SGSM2,MB,ZNF783,GPS1,DNAJC5,GCN1L1,TMEM63C,CEBPA,HSPBP1,FAM168B,POLR2C,SPAG9,ACADSB,PIH1D1,RUFY2,URM1,AP5M1,ATG5,FOXP1,SLBP,NEK6,SPECC1L,CDYL,TM9SF4,AP3M1,LGALS7,PSMB5,VAMP2,RNASE1,TC2N,BRD7,EDC4,RAP1GAP2,LRIG3,KPNA1,FNDC3B,STAT6,AVL9,C8orf76,MPI,SPTAN1,EID1,SLC45A4,MAP3K7,GGH,MRPL10,PGM3,MANSC1,SNRPA,DNAAF2,TMUB2,TMEM251,TXNDC17,RGPD5,MAPK14,ABCF3,TPRA1,SLC52A2,ANAPC13,BRAP,CNP,PIK3C3,TLK1,SBSPON,USP8,DGCR8,JUND,HDAC11,CHCHD5,SCO2,SBDS,EXOSC3,FBXO9,C4orf27,DLD,FRYL,CDC27,RHOV,DOPEY2,ASPSCR1,TMEM164,FAM45A,WRNIP1,SNCG,ME2,LURAP1L,AKR7A2,MUL1,C15orf59,OCLN,LRIG1,MOB3A,C1orf27,FAHD2B,BIN1,C1D,ADPRHL2,ACKR3,METRNL,ZNF146,GOLGA4,SAMM50,RIF1,PHF23,ATF3,PEX11G,ABI2,SYTL2,CSF1R,PLEKHO2,CRAT,KCTD10,EXOC5,HIVEP2,MLH1,SOWAHC,NBPF1,NCBP2-AS2,PRMT2,TRMT5,MRPS5,GSKIP,ELL,LGR4,KDM3B,CYB561,CNPY3,COL8A1,FAAP100,PISD,TATDN1,BRI3BP,FGB,POMZP3,NCK2,NSMCE4A,NTHL1,DGAT1,PDS5B,LEMD2,SMARCE1,NDUFA6,FOXD1,PPP6R2,ETFDH,IFRD1,GUF1,VPS54,EIF1B,ZNF292,UNK,PHF2,RPRD1A,YIF1A,PHF1,ITGAX,ATE1,EMP3,SLC37A4,USP6NL,TAF5L,UBQLN2,GGT5,TIPIN,PREB,AFTPH,GJB2,HERPUD2,TSPAN15,NT5C3A,TBKBP1,POLD2,SLC35A1,PEPD,SGTA,HSDL2,PAK1IP1,RAB3GAP2,SF3B6,MRPL32,VARS,PDGFRA,TIMM44,LGALS9,NAE1,LIMCH1,KIAA0930,RAB3IP,MYCBP,EHMT1,ZNF518A,COA3,CCDC94,IGBP1,ZDHHC5,SENP7,PIGX,LSP1,ANKRA2,YPEL3,PCMTD2,CLIP1,IL32,PURA,C19orf24,NFYB,ZP3,WBP2,ABCA1,BTBD10,HMGN3,PXDC1,B3GAT3,IRF7,GPC4,CYB5B,TRMT1,NFATC2IP,ATP13A3,XPNPEP1,IFT57,SCYL2,DNAJC13,ZFAND2B,UMPS,MACC1,SERF1A,C10orf76,TRRAP,NSMCE1,ZNF776,TRIL,RAB5A,SETDB1,RRAGA,HNRNPAB,CD48,PITHD1,ACSF2,RBM42,ARMCX2,RABEP2,SRPR,SDHAF1,JOSD2,DBN1,SLC25A44,ST6GALNAC6,PARP12,ZBED1,NIPBL,CEBPZOS,KCMF1,OGFRL1,HSPA4L,SUGT1,IFIT1,NDFIP1,FAM134A,ZBTB44,UGCG,SMU1,SLC25A46,C8orf4,SLC16A3,MYO1D,BPNT1,POLE4,FBXW9,AP3S2,RNF185,SLC46A1,MEF2C,CDT1,DNMT1,CCDC14,NPIPA3,CLDND1,MX1,CIZ1,DSN1,SLC2A10,JAG1,STK25,ARHGAP4,HEXIM1,CDK10,SYNGR1,SLC33A1,ARID1B,CAPS,TRAPPC13,SNAP47,RALGDS,C16orf13,FBXO46,PNRC1,B4GALT2,BCKDK,EIF4E,FHL3,USP10,ID1,GSDMD,STARD7,UQCC3,SCRN2,FEN1,TXNRD2,ARFGAP3,DHX37,FNTA,MRPL21,SMCHD1,ATF6B,DHX36,VCAM1,NAB2,ATRN,BRD3,FAM208A,TMEM120A,SBNO2,SNX29,CLEC11A,CAMSAP3,CCDC25,THAP4,FOXO3,KIAA0101,PEX5,INPP4A,CYTH2,RBX1,H6PD,FAM127A,SOX9,ELK1,HYAL2,MTFR1L,FBXL19,C4orf32,NDUFAF3,MACROD1,MARS,SEMA4C,TMC6,SNRNP40,E4F1,SNX27,PDXDC1,ZDHHC9,SREBF2,SLC16A5,ARID3A,TSG101,ZER1,SSH3,ZNHIT2,NUP50,TPRN,TUBB6,INHBB,FAM3A,CHFR,LSM8,TOX4,ECSIT,MPC1,GLIS2,MED14,JARID2,HSCB,OBFC1,EIF2B4,RERG,WBP1L,RAB27B,LAMC2,RBM15B,KIAA1468,AKAP1,THUMPD3,TJP1,SLC25A4,ING1,MYBL2,BOLA3,CCDC88C,FBXO28,RPUSD3,MRPL11,DIS3,PPP2R5E,C7orf55-LUC7L2,KIAA1324,FAM111A,TCEAL1,C8orf82,BANF1,CLEC2D,BNIP2,TNRC18,SHROOM3,HEXB,SCGB2A2,RNF38,AHSA2,MGEA5,SMARCA1,SCAP,DNAH14,SMARCC1,DHX38,TRAPPC2,PLCD3,ZNF83,IGFLR1,STAT5A,PLEKHA1,USP38,MXD3,TBC1D9,LCP1,SCAMP1,PRRG4,IQCB1,FOXN3,TK2,EIF2AK3,NEIL2,CRAMP1L,RALBP1,PAPLN,CD99L2,PDRG1,ZDHHC7,TMEM150A,ANXA11,NT5DC2,WDR45,SLC29A1,IGFBP3,CASK,MRPL52,PITPNA,DNPEP,UBP1,DCTN3,CFAP36,OTUD7B,CCDC47,DDX27,RPGRIP1L,ZNF587,PRKACA,RHBDD2,TOR1AIP1,UBE2Q1,PLBD1,PMPCB,PHKA2,SUSD6,MFSD5,AFF1,ELAC2,TRMT61A,PIGK,ACADS,APBB2,HSH2D,MED22,SRF,UBE2H,SLC35B1,MED13,SH3PXD2A,VPS13C,RALA,PDZK1,ZC3H7B,TOP2A,SF3B4,PNPLA2,DBNDD1,DUSP12,COMMD7,FSCN1,PIGG,PLBD2,LRRC58,BTF3L4,SLC25A11,PPP1R9B,LPCAT2,STAB1,ME3,SAT2,NRBP2,INTS6,A1BG,BIK,ATG14,NUPL2,DCUN1D1,AKAP8,TMEM175,PHC1,HRAS,MGAT1,PDCD5,PDPK1,CEP250,LIX1L,DEF6,TPD52L2,SOX13,C11orf73,RET,PDCD6,CCDC117,TVP23B,RNF187,ANO5,TACC1,USP19,FECH,ASMTL,RAB9A,PSMB2,SLC19A1,TRMU,CAMK2D,ZNF672,IDH3B,NUP43,TCEAL8,P2RX4,NDN,COL8A2,POFUT1,YEATS2,TMEM245,GRPEL2,USP3,BCAM,DNPH1,TRUB1,TMEM8A,ACIN1,ASB8,FMR1,JAM3,VDR,FRG1,NDUFB8,SH3BP5L,SURF6,SMPD4,APBB1,NASP,PLEK,ITSN1,GPR180,MRPL35,RBM23,RBBP7,POLR1C,FAM174B,NUP210,SIX5,TRIM13,LAMTOR3,RAB11FIP1,NIFK,CD93,CDR2,GNB4,RAB35,ITGB3BP,THOC3,SAP30L,NOP16,PSMA6,MNT,F2RL2,GGPS1,PATZ1,DIMT1,EIF2AK4,SMAD2,RYBP,RP11-1212A22.4,USP5,RNF4,CLDN12,PCCB,ERP44,DENND1B,TRIM38,QSER1,HEBP1,PLEKHA2,PXMP4,ZFPM1,ESRP2,NUDT5,MOCS3,CLN6,ZCCHC6,LMOD1,GABPB2,GUSB,SERTAD2,PRDM2,C19orf60,MRPL16,HECTD4,TMEM106B,FCHO2,MARC1,ZNF692,CRCP,CTNNBIP1,PTPN6,EBNA1BP2,EXOC1,MGMT,MOSPD1,TRMT2A,FAM102B,RNF170,ATF2,GMPPA,TMF1,TEX261,CELSR1,ENKD1,C9orf142,CACNA1H,LRRC59,NR2F1,GNPTAB,C18orf25,IFT27,MAP7,EXT1,PTGFRN,SMTN,PACSIN3,PPP5C,POLG,PLEKHG3,ZNF24,MUS81,PTS,DHRS3,FHL2,TMEM260,FAM171A1,FLII,ADPGK,GLG1,PMPCA,PIN4,RAB14,AAGAB,AC007325.2,MUT,UPK3BL,BCAP29,FAM168A,FAM20C,DIP2A,DECR1,SIPA1,SLX1B,CPSF2,MMP9,LARP7,WNT2,FYCO1,ARL1,ODF2,OAS2,TRIP12,RAMP1,CRISPLD2,PRKCH,RALB,SOX12,RNF26,SRGAP2C,TMEM86A,BICC1,IPO8,PLRG1,THEM4,MRPL46,SLC27A1,PDHX,DOCK9,PTGES2,FAM206A,DMXL2,TOM1,WLS,DHX57,PTPMT1,PAN2,CP,PODN,PIK3R4,RRM2,KMT2E,DDX42,IRGQ,TRIP6,EPPK1,GBF1,MYO5A,ACP2,SAP130,PTBP2,PHACTR4,SLC30A9,SERGEF,MPDZ,MTX3,ST3GAL1,PTPN14,CYP20A1,TMTC3,PDLIM3,ROCK1,BRPF3,FLOT1,NOB1,DLG1,PPAP2B,PAK1,CRB3,ZNF668,ARNT,AHSA1,TANC2,LPIN2,MAPK3,HIST1H1C,TVP23C,RNF13,HMGXB3,LAMTOR4,TULP4,TTC7B,POLR2F,FSTL1,PIN1,TEX10,ATAD2,SCAMP3,PCED1A,ANGEL1,DDTL,IL17RA,P3H1,ARMC10,COG4,DDI2,EXD2,MICAL3,ATG9A,LBR,TPR,IFFO1,HNRNPA1L2,REL,AIDA,FPGS,C1orf35,ANKRD28,PLCXD1,ANKRD12,ATXN7,TRIM11,GOLPH3L,RNASEH2A,SFXN4,DMKN,TMEM168,AHDC1,TXNDC9,NUP153,ULK3,PKD2,ARPC4,RABL2B,SMG9,SRPK1,TMEM5,PXN,UBE2F,DPY19L4,UBE2J2,CADPS2,SWAP70,MS4A7,TNFRSF25,EXOC2,NAPG,TTC17,FEM1B,VARS2,SIAH2,ZNF562,ABCF2,B3GALNT1,CHMP6,ATG2B,PPP6C,SIRPA,ZNF316,DYNLT3,CHST15,SCPEP1,PRKRIR,SRP68,MIB1,KIAA0319L,TBK1,PHF3,GTF2H2,DDX24,SH3YL1,GNPAT,ITGA6,ARID4A,POP4,PIP5K1A,CSF2RB,GOPC,FOXRED2,COL14A1,TPCN1,FAM214B,RHEB,NF1,AMDHD2,SH3GLB2,TEX2,TMEM176B,EPS8,KAT2A,PCGF3,SEPT10,NDRG2,OST4,ZMAT2,ARHGEF7,MALL,MEX3C,CKAP5,AKAP13,FAM86C1,MON1B,NAPRT,RGCC,MIER2,THAP7,POMT1,ZMYM4,MZB1,DAB2,KAT8,MREG,DDIT4,GTF2A1,TRAFD1,RBFOX2,GTPBP2,TMEM254,LYRM1,ATAD1,DNAJC15,PGM1,SYMPK,EPRS,CRK,AK3,ATG13,ARPIN,NFKB2,HSPA2,N4BP2L2,ETS2,ZNF814,C19orf47,YEATS4,DDX54,BUB3,NUP62,PPP1R15B,HOOK2,ENC1,SRGAP2B,UXS1,SESN1,NAA35,IARS2,TLE2,C11orf1,LRG1,IPO11,MGST2,USP12,GAMT,SIRT6,EXT2,RRAGC,SGSH,GNB1,LOX,CHORDC1,MRPS14,TBL2,PTPRU,MAP2K7,ARIH1,NUP160,SARS,PDAP1,UBE2A,SETD3,PHF11,CTXN1,SAP18,ZG16B,SIGIRR,TNFRSF14,UTP6,PPM1G,ST6GAL1,IMP3,LIMS2,UBQLN4,EMC2,NBN,BAIAP2,ACOX1,MAN2A1,NFRKB,KIAA0907,CREB3L2,LDOC1L,SMIM10L1,C6orf106,CHPF2,USP39,MVD,ZRSR2,RUFY1,RPS6KA3,MICALL2,RNF144A,CCNT1,ZNF32,POMGNT1,SMARCA2,ZNF593,CCT8,TBC1D20,COA1,RPA3,DCBLD2,ABCB10,COQ10B,SESN3,FAS,DPM3,FDX1L,PARP6,RNMT,RNF138,CNNM4,ACBD5,PLAUR,SPG20,GOLGA3,WDFY3,CCDC12,MLST8,SNAI2,ZKSCAN1,CUL2,PDDC1,CCDC115,PPM1H,ASXL1,UBA5,SOD3,SETD6,SLC25A17,ENTPD6,NAT9,SORBS3,FAM133B,RABIF,ATP6V0E1,TRAK2,SRA1,TBC1D22A,DHX35,TCN2,RAB12,OXLD1,TMC4,UFL1,C5orf38,MCM5,ZNF512B,SSFA2,PRR14,GLB1L2,TRIM24,ANGEL2,POLR3E,TBC1D9B,YIPF1,ACOT9,CDC73,C22orf29,JAGN1,ATP5L2,GPD2,XPO6,KLHDC4,CPSF1,KIAA1033,DMTN,PRKCSH,NSMF,TNKS2,EME2,TRIM44,C21orf2,DCHS1,GIGYF2,RNF145,FAIM,UBXN2A,C6orf47,TTLL3,TEAD3,TNS2,ORC6,ATP8B1,ZNF117,DLG3,POLE3,ZBTB41,SETD7,ERMARD,S100P,VPS4A,ZBTB42,ERCC3,RICTOR,SMIM19,ICAM1,CHSY1,ORC4,EXOSC4,HERC1,CTCF,TBCEL,NUDCD1,ZSWIM4,NDUFB11,RBBP4,ITGA5,ABRACL,MTERF3,SRD5A3,CCNB1,NME1-NME2,WDYHV1,CPSF4,FERMT2,GUCY1A3,R3HCC1,RAMP2,RTF1,TFDP1,LRRC41,ZDHHC17,LSM14B,IER5,SEPHS1,KIF13B,LRRC75B,BAK1,FARSA,ELP3,AKT3,PIAS4,ZNF217,TMEM237,PHTF2,SOX18,CD58,CDC26,PIK3CD,MPC2,MFAP4,BCAT2,AARD,IFI27L2,ZNF444,JAK1,CEP95,NRD1,NFAT5,CTAGE5,ATG10,ASXL2,RAB11FIP4,FAM110A,SMG5,SCYL1,KRT23,DDR2,GRB10,PARP8,HERC2,VPS11,CHD2,SLC9A1,AAED1,CCDC58,SLC15A4,TUFT1,ZNF622,RAB27A,PLSCR1,NPHP3,MAP3K6,LINC00116,DYM,REXO1,LMNB2,RASSF3,ZFYVE21,BPTF,AP4E1,ZNF37A,APPL2,MTMR3,SLC25A13,ATXN3,PRPF38B,LONP2,APBA3,GMPPB,SSBP1,SNAPC1,RUSC1,MTSS1L,PPP1R3B,EPM2AIP1,ZFYVE26,MKL1,FKBP14,NAA20,FAM98B,MPHOSPH8,HEMK1,HEPH,MOCS2,TTC31,RBP1,GTF3C6,ZNF3,ZDHHC4,EEPD1,CRELD2,ZNF689,TUBGCP6,PDE4A,KANK1,UBE2C,PPP1R10,ALDH16A1,SYS1,ASCC3,SULT1A4,ANKS3,PARVB,CHD1,BDP1,MRPL34,PIGM,RRP1,PAXBP1,C19orf12,OFD1,FO538757.2,UNC50,CEP350,FAM160B1,ACTG2,RRNAD1,GAB1,WHSC1L1,LY96,ZNF358,RASSF7,MAN2B2,RNF8,UBE2J1,TYMS,PPRC1,CHERP,PRKAA1,ITGB4,DDHD1,C6orf120,LBP,ACOT2,UTRN,FSTL3,HK2,LFNG,NAMPT,ANXA3,TBX3,SMC3,ITGAL,PIAS2,FITM2,LRP2,SPON1,UHRF1,LTV1,TST,HSD17B4,ENPP5,DYNC1I2,LMAN2L,SIK2,IFT22,TAGLN,ARFGAP2,SLC25A16,UNC119,DLC1,PLEKHA3,PPFIA3,DCLK1,TBC1D14,AGPAT6,PPARD,MESP1,MCAT,DCAF16,CLK2,SNRPA1,MGA,AAMDC,TACC2,KCTD5,DCUN1D2,TRIM69,SLC12A7,PHF10,DHTKD1,MYO1F,SKI,TNPO3,SESTD1,SPTSSB,MORN2,AQR,TRAM2,SUSD2,STEAP4,STYX,ATMIN,ARID2,KIDINS220,PSMF1,MRPL50,VEZF1,TROVE2,GLRX,SPRY1,FAM96A,KIAA1551,SERHL2,MMP13,CAMK2G,AREG,TUBB2A,NLRC5,RMDN3,RPS6KA1,COL7A1,VPS13D,XPNPEP3,GPR137,DNASE1,NFATC3,CCDC97,S100A1,RAB20,RFNG,GLMP,RAPGEF2,RPP14,WDR24,SERPINE1,STRN,MIIP,TMX2,ARRB2,KLHL21,NUDCD2,DUSP10,GALC,THBS3,PGPEP1,ZCCHC11,SFXN3,TMEM126A,GTF3C5,ZNF524,VCPIP1,MTURN,DROSHA,STK11IP,NRDE2,ERCC1,SUDS3,FBXO31,PPP1R8,DCAKD,SYNM,KLHL36,MTSS1,CTU1,CCDC93,C16orf62,NXN,SOCS5,H3F3C,OTUD4,SPATA33,FLYWCH1,DIP2C,LYPLA2,RGP1 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diff --git a/tests/data/output/W_center b/tests/data/output/W_center deleted file mode 100644 index 3110fe3..0000000 --- a/tests/data/output/W_center +++ /dev/null @@ -1,255 +0,0 @@ -,0,1,2,3,4,5,6,7,8,9,10,11,12,13,14 -13.064x6.086,0.013057845207676944,0.8581730954007247,0.12219676976188613,0.039623540666713954,0.005408736207946156,0.00018278818907789023,0.001186941750955732,0.008896700366740224,0.19120488154501844,0.1792815003819483,0.009755235308390335,0.19901841251630684,0.11045057831653478,0.15222214312481602,0.031480014747343125 -12.116x7.015,0.0005561749511554715,0.7718703104029287,0.0037822052072202634,0.08759522629770324,0.16816161752796116,0.09862144454408221,0.2588839265082027,0.009142545425582987,0.18982225295873847,0.06285673225170774,0.26180323765696406,0.001140551210592611,0.007050448907968962,0.0007685662708866799,0.12671484597893662 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diff --git a/tests/data/output/aligned_center.csv b/tests/data/output/aligned_center.csv deleted file mode 100644 index 6815ea9..0000000 --- a/tests/data/output/aligned_center.csv +++ /dev/null @@ -1,255 +0,0 @@ -0,1 --3.3822322834645675,-10.651578740157467 --4.330232283464568,-9.722578740157466 --2.5012322834645673,-9.738578740157468 --3.4592322834645675,-9.726578740157468 --1.4352322834645683,-8.753578740157467 --4.396232283464567,-8.719578740157466 --3.3982322834645675,-8.745578740157466 --2.5292322834645677,-8.747578740157467 -1.5327677165354316,-7.761578740157466 --4.359232283464568,-7.726578740157468 --3.4112322834645674,-7.749578740157467 -2.5137677165354333,-7.749578740157467 --2.4402322834645673,-7.746578740157467 -0.5127677165354321,-7.750578740157467 --1.4202322834645678,-7.703578740157466 --0.5552322834645675,-7.716578740157466 --5.614232283464567,-6.895578740157466 -3.570767716535432,-6.802578740157466 -2.4347677165354327,-6.793578740157466 --2.457232283464567,-6.761578740157466 -1.5007677165354316,-6.764578740157466 --3.396232283464567,-6.756578740157467 --4.359232283464568,-6.7685787401574675 -0.6367677165354308,-6.7525787401574675 --0.5142322834645672,-6.746578740157467 --1.4232322834645679,-6.742578740157468 --5.607232283464567,-5.912578740157468 -5.454767716535432,-5.872578740157467 --4.394232283464568,-5.772578740157467 -1.514767716535431,-5.785578740157467 -4.531767716535434,-5.794578740157467 -3.575767716535431,-5.781578740157467 -0.5067677165354318,-5.776578740157467 --1.4562322834645673,-5.7685787401574675 --0.508232283464567,-5.764578740157466 --3.423232283464568,-5.766578740157467 --2.5022322834645667,-5.766578740157467 -2.5167677165354334,-5.754578740157466 --5.675232283464567,-4.9095787401574675 -5.472767716535433,-4.906578740157467 --6.516232283464568,-4.840578740157467 --4.370232283464567,-4.791578740157467 -3.610767716535431,-4.830578740157467 --2.439232283464568,-4.808578740157467 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-3.6097677165354334,4.184421259842534 --9.533232283464567,4.1914212598425316 --8.581232283464567,4.188421259842531 --3.370232283464567,4.195421259842533 --4.405232283464567,4.211421259842535 --0.47923228346456703,4.193421259842534 -1.4947677165354314,4.197421259842532 -2.474767716535432,4.208421259842535 -0.5247677165354325,4.203421259842532 --2.503232283464568,4.214421259842535 -4.539767716535433,4.211421259842535 --1.474232283464568,4.222421259842534 -6.716767716535433,4.258421259842532 -7.659767716535434,4.2524212598425315 --5.611232283464567,5.079421259842533 -5.484767716535433,5.190421259842534 --6.602232283464568,5.2104212598425335 -6.693767716535433,5.239421259842533 -1.475767716535433,5.228421259842534 -7.6837677165354314,5.223421259842532 -0.5017677165354328,5.234421259842534 -4.550767716535432,5.240421259842535 --0.42323228346456787,5.2474212598425325 -3.576767716535432,5.256421259842533 -2.608767716535432,5.258421259842532 --1.5322322834645679,5.276421259842532 --2.431232283464567,5.280421259842534 --4.310232283464568,5.309421259842534 --3.4532322834645672,5.286421259842534 --5.594232283464567,6.098421259842532 -5.488767716535431,6.1274212598425315 --2.458232283464568,6.189421259842533 -0.4927677165354325,6.178421259842533 -1.536767716535433,6.184421259842534 --4.373232283464567,6.225421259842534 -4.539767716535433,6.197421259842532 --3.4112322834645674,6.207421259842533 -3.581767716535431,6.224421259842533 --0.44923228346456767,6.217421259842531 --1.4452322834645681,6.234421259842534 -2.537767716535434,6.262421259842533 -7.659767716535434,6.287421259842532 -6.752767716535434,6.3114212598425325 -2.539767716535433,7.178421259842533 -5.508767716535431,7.089421259842535 --2.5152322834645684,7.1594212598425315 -0.5337677165354329,7.151421259842532 -1.5477677165354322,7.165421259842532 --3.3982322834645675,7.172421259842533 -3.690767716535433,7.183421259842532 --0.49523228346456705,7.179421259842535 --1.3932322834645667,7.185421259842531 -4.502767716535434,7.219421259842534 -6.711767716535434,7.264421259842532 -5.506767716535432,8.109421259842534 -4.533767716535433,8.225421259842534 -3.6167677165354313,8.226421259842532 -2.560767716535434,8.307421259842535 -5.510767716535433,9.133421259842532 diff --git a/tests/data/output/aligned_slice.csv b/tests/data/output/aligned_slice.csv deleted file mode 100644 index fb5b172..0000000 --- a/tests/data/output/aligned_slice.csv +++ /dev/null @@ -1,255 +0,0 @@ -0,1 --3.3822322834645666,-10.651578740157461 --4.330232283464567,-9.722578740157463 --2.501232283464567,-9.738578740157465 --3.4592322834645666,-9.726578740157464 --1.4352322834645679,-8.753578740157463 --4.396232283464566,-8.719578740157463 --3.3982322834645666,-8.745578740157463 --2.5292322834645673,-8.747578740157463 -1.5327677165354314,-7.7615787401574625 --4.359232283464567,-7.726578740157464 --3.4112322834645665,-7.749578740157464 -2.513767716535433,-7.749578740157464 --2.440232283464567,-7.746578740157464 -0.5127677165354321,-7.750578740157463 --1.4202322834645673,-7.703578740157463 --0.5552322834645673,-7.716578740157463 --5.614232283464566,-6.895578740157464 -3.570767716535431,-6.802578740157463 -2.4347677165354322,-6.7935787401574625 --2.4572322834645663,-6.761578740157463 -1.5007677165354314,-6.7645787401574635 --3.396232283464566,-6.756578740157464 --4.359232283464567,-6.768578740157465 -0.6367677165354308,-6.752578740157465 --0.514232283464567,-6.746578740157465 --1.4232322834645674,-6.742578740157465 --5.607232283464566,-5.912578740157465 -5.454767716535431,-5.872578740157464 --4.394232283464567,-5.772578740157464 -1.5147677165354305,-5.785578740157464 -4.531767716535433,-5.794578740157465 -3.57576771653543,-5.781578740157465 -0.5067677165354318,-5.776578740157464 --1.4562322834645671,-5.768578740157465 --0.5082322834645667,-5.7645787401574635 --3.423232283464567,-5.766578740157464 --2.5022322834645663,-5.766578740157464 -2.516767716535433,-5.754578740157464 --5.675232283464566,-4.909578740157466 -5.472767716535432,-4.906578740157465 --6.516232283464566,-4.840578740157465 --4.370232283464566,-4.791578740157465 -3.61076771653543,-4.830578740157464 --2.4392322834645674,-4.808578740157465 -1.5697677165354302,-4.823578740157465 -4.477767716535431,-4.807578740157465 --1.4332322834645674,-4.791578740157465 --3.4992322834645675,-4.793578740157464 -2.5307677165354323,-4.797578740157465 -0.4737677165354341,-4.7785787401574655 --0.46123228346456796,-4.7785787401574655 -6.726767716535429,-4.7435787401574645 --5.621232283464567,-3.9185787401574648 -5.501767716535432,-3.908578740157464 --6.606232283464566,-3.8325787401574662 -1.5037677165354313,-3.8235787401574655 --4.413232283464567,-3.784578740157466 -0.5567677165354326,-3.8075787401574654 -4.5217677165354315,-3.814578740157465 --2.4572322834645663,-3.8085787401574653 --3.3902322834645675,-3.786578740157465 --0.47923228346456687,-3.7975787401574657 --1.496232283464568,-3.790578740157466 -2.5117677165354304,-3.785578740157465 -3.6117677165354314,-3.779578740157465 -6.716767716535431,-3.746578740157465 -7.600767716535431,-3.7575787401574643 --5.590232283464567,-2.9215787401574653 -5.4897677165354315,-2.901578740157465 -3.57276771653543,-2.810578740157466 -7.601767716535429,-2.819578740157466 --6.577232283464566,-2.8125787401574653 -6.739767716535431,-2.7835787401574645 --4.367232283464566,-2.7625787401574664 -4.5557677165354304,-2.780578740157465 --2.390232283464568,-2.7545787401574655 -2.5397677165354327,-2.781578740157466 --3.4692322834645664,-2.753578740157466 --0.45823228346456785,-2.746578740157466 -1.4997677165354337,-2.7505787401574655 --7.4852322834645655,-2.7385787401574655 --1.5132322834645673,-2.7235787401574663 -0.5217677165354323,-2.719578740157465 --5.642232283464566,-1.925578740157467 -5.48276771653543,-1.9225787401574663 --6.546232283464565,-1.8365787401574667 --2.472232283464567,-1.8175787401574663 --4.373232283464566,-1.7945787401574669 --7.460232283464565,-1.8135787401574672 -2.590767716535431,-1.798578740157466 --3.4372322834645663,-1.7985787401574662 -3.5797677165354314,-1.7985787401574658 -4.515767716535431,-1.8005787401574664 --1.4142322834645673,-1.7835787401574656 -1.451767716535432,-1.7765787401574658 -6.700767716535429,-1.748578740157465 -7.618767716535432,-1.7775787401574648 -8.641767716535432,-1.767578740157465 -0.534767716535434,-1.7605787401574657 --0.4852322834645671,-1.7355787401574656 --5.633232283464566,-0.9245787401574663 -5.486767716535431,-0.9055787401574654 --7.422232283464567,-0.8455787401574676 --6.587232283464566,-0.8465787401574669 -0.5797677165354321,-0.8335787401574666 -4.493767716535433,-0.8345787401574658 -3.6117677165354314,-0.832578740157467 -2.5397677165354327,-0.8155787401574658 -7.618767716535432,-0.8235787401574663 --4.359232283464567,-0.8015787401574669 -1.4577677165354321,-0.8075787401574668 -6.7047677165354305,-0.7805787401574654 --8.608232283464565,-0.7895787401574668 --3.4372322834645663,-0.809578740157466 --2.483232283464568,-0.8065787401574676 -8.67876771653543,-0.7905787401574669 --0.5602322834645682,-0.8045787401574668 --1.4182322834645669,-0.7925787401574664 --5.641232283464567,0.05942125984253327 -5.469767716535432,0.12442125984253168 --6.530232283464565,0.16542125984253125 -0.5797677165354321,0.19942125984253417 -3.6207677165354317,0.19942125984253437 --7.542232283464566,0.20642125984253154 --4.382232283464567,0.23242125984253154 -4.481767716535432,0.20742125984253354 --8.571232283464566,0.2304212598425324 --3.3902322834645675,0.2324212598425316 --1.4172322834645674,0.22842125984253395 --2.5142322834645667,0.24542125984253332 -2.5407677165354303,0.24442125984253243 -1.456767716535431,0.2504212598425326 -7.583767716535432,0.24442125984253277 --0.5142322834645671,0.25342125984253255 -6.735767716535429,0.2844212598425318 -8.71576771653543,0.2654212598425336 -5.505767716535433,1.0274212598425336 --5.632232283464567,1.0764212598425322 -4.442767716535431,1.1074212598425317 -0.6117677165354322,1.1504212598425343 -3.6197677165354305,1.1374212598425328 --4.394232283464567,1.1864212598425317 -1.4057677165354325,1.1684212598425314 --3.4502322834645662,1.1954212598425322 --7.452232283464566,1.1864212598425314 --2.4342322834645667,1.189421259842532 --8.574232283464566,1.1894212598425316 --0.4712322834645678,1.1964212598425334 --1.504232283464567,1.1994212598425336 -7.71876771653543,1.2044212598425332 --6.5652322834645656,1.2124212598425315 -2.4667677165354323,1.2064212598425317 -6.720767716535432,1.2224212598425337 -8.740767716535432,1.2154212598425325 --5.619232283464567,2.1334212598425304 -5.554767716535433,2.1404212598425327 -0.4687677165354314,2.1674212598425333 --0.43623228346456594,2.161421259842533 --4.383232283464566,2.199421259842533 -3.5567677165354317,2.1674212598425333 -4.441767716535433,2.1754212598425324 -1.5457677165354329,2.168421259842531 --2.5212322834645664,2.183421259842531 --1.445232283464568,2.1764212598425337 --6.6102322834645655,2.186421259842531 -2.487767716535433,2.2014212598425322 --7.482232283464565,2.2164212598425324 --9.588232283464565,2.2204212598425297 --8.550232283464565,2.237421259842533 -7.737767716535432,2.2434212598425343 -6.72176771653543,2.2594212598425325 -8.604767716535429,2.274421259842533 --5.621232283464567,3.115421259842533 -5.541767716535431,3.1774212598425313 --7.422232283464567,3.1754212598425315 -0.5307677165354326,3.176421259842533 -1.5347677165354336,3.18542125984253 --4.405232283464566,3.213421259842532 --3.394232283464567,3.2094212598425305 --0.4932322834645681,3.207421259842532 -3.631767716535431,3.212421259842531 --6.620232283464565,3.2174212598425296 -2.4857677165354306,3.2184212598425312 --8.595232283464567,3.2334212598425314 --1.5022322834645663,3.239421259842532 -4.455767716535433,3.263421259842533 --9.626232283464565,3.262421259842531 -6.723767716535432,3.293421259842531 -7.714767716535432,3.3134212598425306 -8.583767716535432,3.328421259842531 --5.617232283464566,4.10142125984253 -5.458767716535433,4.121421259842533 --10.663232283464565,4.1404212598425305 --6.554232283464566,4.18642125984253 --7.452232283464566,4.179421259842532 -3.6097677165354325,4.184421259842532 --9.533232283464566,4.191421259842529 --8.581232283464566,4.188421259842529 --3.370232283464566,4.195421259842531 --4.405232283464566,4.211421259842533 --0.479232283464567,4.193421259842532 -1.4947677165354312,4.19742125984253 -2.4747677165354314,4.208421259842533 -0.5247677165354323,4.20342125984253 --2.5032322834645675,4.214421259842533 -4.539767716535432,4.211421259842533 --1.4742322834645678,4.222421259842532 -6.716767716535431,4.25842125984253 -7.659767716535432,4.25242125984253 --5.611232283464566,5.079421259842531 -5.4847677165354325,5.190421259842532 --6.602232283464566,5.210421259842531 -6.693767716535431,5.239421259842532 -1.4757677165354328,5.2284212598425315 -7.68376771653543,5.22342125984253 -0.5017677165354326,5.234421259842532 -4.550767716535431,5.240421259842533 --0.42323228346456787,5.24742125984253 -3.5767677165354312,5.256421259842531 -2.6087677165354317,5.25842125984253 --1.5322322834645674,5.27642125984253 --2.4312322834645665,5.280421259842531 --4.310232283464567,5.309421259842531 --3.4532322834645663,5.286421259842531 --5.594232283464566,6.098421259842529 -5.48876771653543,6.127421259842529 --2.4582322834645676,6.18942125984253 -0.4927677165354323,6.178421259842531 -1.5367677165354325,6.184421259842531 --4.373232283464566,6.225421259842531 -4.539767716535432,6.197421259842529 --3.4112322834645665,6.207421259842531 -3.5817677165354302,6.22442125984253 --0.44923228346456767,6.217421259842529 --1.445232283464568,6.234421259842532 -2.5377677165354338,6.26242125984253 -7.659767716535432,6.287421259842529 -6.752767716535432,6.31142125984253 -2.5397677165354327,7.178421259842531 -5.50876771653543,7.089421259842532 --2.515232283464568,7.159421259842528 -0.5337677165354326,7.151421259842529 -1.5477677165354315,7.165421259842529 --3.3982322834645666,7.17242125984253 -3.690767716535432,7.18342125984253 --0.49523228346456705,7.179421259842531 --1.3932322834645667,7.185421259842528 -4.502767716535433,7.219421259842531 -6.711767716535432,7.264421259842529 -5.506767716535431,8.10942125984253 -4.533767716535432,8.22542125984253 -3.6167677165354304,8.226421259842528 -2.5607677165354334,8.307421259842531 -5.510767716535432,9.133421259842528 diff --git a/tests/data/output/aligned_spatial_1_2.csv b/tests/data/output/aligned_spatial_1_2.csv deleted file mode 100644 index 6815ea9..0000000 --- a/tests/data/output/aligned_spatial_1_2.csv +++ /dev/null @@ -1,255 +0,0 @@ -0,1 --3.3822322834645675,-10.651578740157467 --4.330232283464568,-9.722578740157466 --2.5012322834645673,-9.738578740157468 --3.4592322834645675,-9.726578740157468 --1.4352322834645683,-8.753578740157467 --4.396232283464567,-8.719578740157466 --3.3982322834645675,-8.745578740157466 --2.5292322834645677,-8.747578740157467 -1.5327677165354316,-7.761578740157466 --4.359232283464568,-7.726578740157468 --3.4112322834645674,-7.749578740157467 -2.5137677165354333,-7.749578740157467 --2.4402322834645673,-7.746578740157467 -0.5127677165354321,-7.750578740157467 --1.4202322834645678,-7.703578740157466 --0.5552322834645675,-7.716578740157466 --5.614232283464567,-6.895578740157466 -3.570767716535432,-6.802578740157466 -2.4347677165354327,-6.793578740157466 --2.457232283464567,-6.761578740157466 -1.5007677165354316,-6.764578740157466 --3.396232283464567,-6.756578740157467 --4.359232283464568,-6.7685787401574675 -0.6367677165354308,-6.7525787401574675 --0.5142322834645672,-6.746578740157467 --1.4232322834645679,-6.742578740157468 --5.607232283464567,-5.912578740157468 -5.454767716535432,-5.872578740157467 --4.394232283464568,-5.772578740157467 -1.514767716535431,-5.785578740157467 -4.531767716535434,-5.794578740157467 -3.575767716535431,-5.781578740157467 -0.5067677165354318,-5.776578740157467 --1.4562322834645673,-5.7685787401574675 --0.508232283464567,-5.764578740157466 --3.423232283464568,-5.766578740157467 --2.5022322834645667,-5.766578740157467 -2.5167677165354334,-5.754578740157466 --5.675232283464567,-4.9095787401574675 -5.472767716535433,-4.906578740157467 --6.516232283464568,-4.840578740157467 --4.370232283464567,-4.791578740157467 -3.610767716535431,-4.830578740157467 --2.439232283464568,-4.808578740157467 -1.5697677165354307,-4.823578740157467 -4.477767716535432,-4.807578740157467 --1.4332322834645677,-4.791578740157467 --3.4992322834645684,-4.793578740157466 -2.5307677165354328,-4.797578740157467 -0.47376771653543415,-4.778578740157467 --0.4612322834645681,-4.778578740157467 -6.726767716535431,-4.743578740157467 --5.621232283464568,-3.918578740157466 -5.501767716535433,-3.9085787401574663 --6.606232283464568,-3.8325787401574676 -1.5037677165354317,-3.8235787401574672 --4.413232283464568,-3.7845787401574675 -0.5567677165354326,-3.8075787401574672 -4.521767716535432,-3.814578740157467 --2.457232283464567,-3.8085787401574667 --3.3902322834645684,-3.7865787401574664 --0.47923228346456703,-3.7975787401574674 --1.4962322834645683,-3.7905787401574678 -2.511767716535431,-3.785578740157467 -3.6117677165354323,-3.7795787401574668 -6.716767716535433,-3.7465787401574673 -7.600767716535433,-3.7575787401574665 --5.590232283464568,-2.921578740157466 -5.489767716535432,-2.9015787401574666 -3.572767716535431,-2.8105787401574673 -7.601767716535431,-2.8195787401574677 --6.577232283464568,-2.8125787401574662 -6.739767716535432,-2.7835787401574663 --4.367232283464567,-2.7625787401574673 -4.555767716535431,-2.780578740157466 --2.3902322834645684,-2.7545787401574664 -2.539767716535433,-2.7815787401574674 --3.4692322834645672,-2.753578740157467 --0.458232283464568,-2.7465787401574673 -1.499767716535434,-2.750578740157467 --7.485232283464567,-2.7385787401574664 --1.5132322834645677,-2.7235787401574676 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-2.539767716535433,-0.8155787401574663 -7.618767716535434,-0.8235787401574672 --4.359232283464568,-0.801578740157467 -1.4577677165354324,-0.8075787401574672 -6.704767716535432,-0.7805787401574662 --8.608232283464567,-0.7895787401574665 --3.437232283464567,-0.8095787401574661 --2.4832322834645684,-0.8065787401574678 -8.678767716535432,-0.7905787401574678 --0.5602322834645683,-0.8045787401574671 --1.418232283464567,-0.7925787401574667 --5.641232283464568,0.05942125984253366 -5.469767716535433,0.12442125984253138 --6.530232283464567,0.16542125984253175 -0.5797677165354322,0.19942125984253423 -3.6207677165354326,0.19942125984253423 --7.542232283464568,0.20642125984253212 --4.3822322834645675,0.23242125984253192 -4.481767716535433,0.20742125984253335 --8.571232283464568,0.23042125984253303 --3.3902322834645684,0.23242125984253192 --1.4172322834645676,0.22842125984253414 --2.514232283464567,0.2454212598425336 -2.5407677165354308,0.24442125984253238 -1.4567677165354311,0.2504212598425326 -7.583767716535434,0.24442125984253238 --0.5142322834645672,0.2534212598425327 -6.735767716535431,0.2844212598425315 -8.715767716535431,0.2654212598425332 -5.505767716535434,1.0274212598425336 --5.6322322834645675,1.0764212598425331 -4.442767716535432,1.107421259842532 -0.6117677165354323,1.1504212598425347 -3.6197677165354314,1.137421259842533 --4.394232283464568,1.1864212598425325 -1.4057677165354328,1.1684212598425319 --3.450232283464567,1.195421259842533 --7.452232283464568,1.1864212598425325 --2.434232283464567,1.1894212598425327 --8.574232283464568,1.1894212598425327 --0.4712322834645679,1.1964212598425341 --1.5042322834645674,1.1994212598425342 -7.718767716535432,1.2044212598425332 --6.565232283464567,1.2124212598425324 -2.4667677165354327,1.2064212598425321 -6.720767716535434,1.222421259842534 -8.740767716535434,1.2154212598425325 --5.619232283464568,2.1334212598425317 -5.554767716535434,2.140421259842533 -0.4687677165354316,2.167421259842534 --0.436232283464566,2.161421259842534 --4.383232283464567,2.1994212598425342 -3.5567677165354326,2.167421259842534 -4.441767716535434,2.1754212598425333 -1.5457677165354333,2.168421259842532 --2.521232283464567,2.1834212598425324 --1.4452322834645681,2.1764212598425345 --6.610232283464567,2.1864212598425325 -2.4877677165354335,2.201421259842533 --7.482232283464567,2.2164212598425337 --9.588232283464567,2.2204212598425315 --8.550232283464567,2.2374212598425345 -7.7377677165354335,2.2434212598425347 -6.721767716535432,2.259421259842533 -8.60476771653543,2.2744212598425335 --5.621232283464568,3.1154212598425346 -5.541767716535432,3.177421259842532 --7.422232283464568,3.1754212598425333 -0.5307677165354328,3.1764212598425345 -1.534767716535434,3.1854212598425313 --4.405232283464567,3.2134212598425336 --3.394232283464568,3.2094212598425322 --0.49323228346456816,3.2074212598425333 -3.631767716535432,3.2124212598425324 --6.620232283464567,3.2174212598425314 -2.485767716535431,3.2184212598425326 --8.595232283464568,3.233421259842533 --1.5022322834645667,3.2394212598425334 -4.4557677165354335,3.2634212598425343 --9.626232283464567,3.262421259842533 -6.723767716535434,3.293421259842532 -7.714767716535434,3.3134212598425314 -8.583767716535434,3.328421259842532 --5.617232283464567,4.101421259842532 -5.458767716535434,4.121421259842535 --10.663232283464566,4.140421259842533 --6.554232283464568,4.1864212598425325 --7.452232283464568,4.179421259842535 -3.6097677165354334,4.184421259842534 --9.533232283464567,4.1914212598425316 --8.581232283464567,4.188421259842531 --3.370232283464567,4.195421259842533 --4.405232283464567,4.211421259842535 --0.47923228346456703,4.193421259842534 -1.4947677165354314,4.197421259842532 -2.474767716535432,4.208421259842535 -0.5247677165354325,4.203421259842532 --2.503232283464568,4.214421259842535 -4.539767716535433,4.211421259842535 --1.474232283464568,4.222421259842534 -6.716767716535433,4.258421259842532 -7.659767716535434,4.2524212598425315 --5.611232283464567,5.079421259842533 -5.484767716535433,5.190421259842534 --6.602232283464568,5.2104212598425335 -6.693767716535433,5.239421259842533 -1.475767716535433,5.228421259842534 -7.6837677165354314,5.223421259842532 -0.5017677165354328,5.234421259842534 -4.550767716535432,5.240421259842535 --0.42323228346456787,5.2474212598425325 -3.576767716535432,5.256421259842533 -2.608767716535432,5.258421259842532 --1.5322322834645679,5.276421259842532 --2.431232283464567,5.280421259842534 --4.310232283464568,5.309421259842534 --3.4532322834645672,5.286421259842534 --5.594232283464567,6.098421259842532 -5.488767716535431,6.1274212598425315 --2.458232283464568,6.189421259842533 -0.4927677165354325,6.178421259842533 -1.536767716535433,6.184421259842534 --4.373232283464567,6.225421259842534 -4.539767716535433,6.197421259842532 --3.4112322834645674,6.207421259842533 -3.581767716535431,6.224421259842533 --0.44923228346456767,6.217421259842531 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-0.22445034394881325,0.1592018955866755 --0.7952681326169586,0.43393672874473 --5.701774485774905,1.6830277608239426 --7.516249412733488,2.1717513426558885 --6.473554675517926,1.8859670096651338 --4.619641226958733,1.4222354868511664 --3.7180069147934924,1.1942781067856878 --2.728596207564644,0.9624086339762863 -6.003621492215552,-1.2536455268342133 --1.8088702297705856,0.8413048529834416 --8.43161752165476,3.2806941839105215 -2.2515346647060626,0.560561032196427 --9.350330079355793,3.615227046754259 --4.439530853062053,2.3949729916358837 -3.467536802785871,0.3387575151248154 -1.3969073965281862,0.8631865970233562 -8.22051657738262,-0.8689259128786712 --0.4996586613798374,1.3739793025225935 --10.232347794818223,3.879449963266883 --7.2316222665280065,3.1414484023827534 -7.216818019873058,-0.5921024932530476 -9.119614347887358,-1.0745547023839634 --1.55492221620377,1.6671137936019529 --3.4532502188854015,2.1670025754672526 -6.276829584793101,-0.32850859742855254 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-2.7392727081578068,2.4960691311125385 --5.753941545958462,4.770624171923006 -1.8943566875321562,2.8003353272141096 -4.917688922676934,2.029700396825868 -0.9821637428284148,3.0475154874873764 -3.939921246672481,2.3029756642044785 -8.67144407839511,1.0760153172952964 --6.76064886302125,5.071961819375564 --1.086927696252125,3.586002828771844 -7.732351553701015,1.3269918701118355 --1.9974314842816407,3.8317178099673477 -5.803176388988675,1.8193009029937406 -6.746016780826454,1.5869778616930896 --0.09396322347794377,3.3398025935804614 --4.914654841242562,4.581354979271039 --2.934017343313347,4.096504381873551 --3.921048311677098,4.3618303464735435 -3.0273808318092366,3.4390663257457206 -4.193973733843307,3.2701847076704285 -0.22539149199753797,4.275824797218589 -7.960025204173801,2.3040577373287743 --4.633254818888453,5.538458958689737 --0.846164484878656,4.561778969107901 -5.171439030853594,3.0279563172191954 -7.005706006711864,2.564097867607939 -2.128031017216436,3.849157670438455 --5.583256880514805,5.831459100166976 -1.2252282916692818,4.084640660789414 --3.6115075078513397,5.319981425775189 --2.7219996713998604,5.133327176181425 -6.143463500254161,2.9739708480025255 -4.464094665469931,4.247728406078415 -1.5937925282938317,4.975018335420446 --0.5867962873888876,5.525561173825809 -0.46041530055893115,5.265459482043902 -8.257669123180584,3.2600959674630534 --2.398813074084671,6.019848706272957 -5.405742381225998,4.018807940826013 -7.264202556515563,3.5446204495710423 --4.4113747099256555,6.561398945808559 --3.464834976343779,6.339483347549326 -6.326769312497582,3.830270432959671 -2.6058973913075163,5.508471000859519 -3.5160633110464294,5.370203150128342 -1.7376672417414776,5.931233827258116 --0.3136180708094517,6.486836712881327 -0.7168288771933803,6.2217403391761215 -5.7182191565056035,4.940075689589023 --1.2514208686226616,6.750902826598548 -4.667647904610803,5.247492417650777 -6.524945279816772,4.740568892794194 --2.168233328156155,6.996169852601121 --3.1218078047293143,7.2591160783360165 -7.4688028955393815,4.51624367967175 --4.1470659692104945,7.540432085994102 -3.7646974238008175,6.364608539280494 -2.9191636090836806,6.646322167225408 --0.06574732834531744,7.433951328453422 -0.970881364364206,7.188949382642072 -1.9296688871588117,6.946345825097287 -4.983624306737831,6.186444979444427 --1.9104030978435325,7.945893797933099 --0.9918529562362234,7.707407661327231 -7.814161280619357,5.461086833774564 -5.944894232495031,5.9535284067520795 -6.793892184763159,5.765899845374753 -4.033304650950089,7.332217012539784 -1.1939355000072396,8.16410211558832 -3.112757360376067,7.643476849037884 -2.237598935708042,7.878069542301306 -6.150244905705947,6.8877960884214335 -5.22652462997846,7.1544472691987435 -7.051728028374104,6.675362146819642 -4.2624192178008435,8.306849002193722 -5.465531509876639,8.079057842013771 -6.668309367896087,8.824823505113216 diff --git a/tests/data/output/aligned_spatial_3_4.csv b/tests/data/output/aligned_spatial_3_4.csv deleted file mode 100644 index 2794c7d..0000000 --- a/tests/data/output/aligned_spatial_3_4.csv +++ /dev/null @@ -1,265 +0,0 @@ -0,1 --10.643123776151706,4.718699805278254 --9.077221133529203,4.565161817054257 --10.08694350770437,3.853892017969505 --4.725847759805414,6.968228766277195 --3.1063829093522015,7.883209420797583 --3.8317510988361874,7.45357004913255 --8.62908038714386,3.7015630262785955 --9.667261071941367,2.971581611643006 --2.6078595019549096,7.046342398937482 --5.129669574895015,5.596251382477542 --1.6801965477740795,7.577578169043842 --0.8729610118038692,8.039400417822403 --5.9399013779729,5.139627439521022 --4.261390023471004,6.086333641469762 --3.4393958465940835,6.548583112189239 --6.936550118161321,4.547852745333419 --5.578351300267524,4.346157502276241 --8.09606408674277,2.894965466459118 -1.4709126873513447,8.312349281913189 --7.263504592178057,3.2848176025442553 --6.428219800204005,3.7420312465848355 --9.11662223492478,2.1624451144010277 -2.3858207389311503,8.771596772003713 --4.63114616749772,4.759384360617443 -0.46581085833600633,7.659145398496978 --3.7429096693449604,5.252890108658252 --0.31113133474989046,7.222863576044017 --1.2303650809474942,6.69302367583687 --2.018816845456503,6.216635373039003 --2.912720919538325,5.7129375406633605 --7.606613577000716,2.0297844457974055 -2.010504996151273,7.538397642413689 --6.032326854836841,2.852934077649678 --4.9943802917135525,3.4131098822865344 -2.8280712147557696,7.924224647944337 -0.9610914231502689,6.793862114180642 --0.7029561409869456,5.860109628620897 -0.12417612622349417,6.34147976950971 -3.610873570658131,8.352342005211842 --4.1361002377369696,3.890503167687527 --1.5898689251508613,5.344282415993825 --6.725692813672858,2.3898005686834063 --3.2849858932432836,4.360303521664709 --8.647050289100541,1.2396373404335346 --7.10987692679872,1.1399475504361822 -2.4483996696138335,6.628495309768522 --5.473770128110154,2.0160431749458865 --3.6155081681293377,3.0894408123982253 --6.267612785328605,1.555015154560634 -4.075782409777146,7.515721558827097 --4.5340198418440005,2.5323157768362856 --8.159085972490473,0.4070721323475434 -6.795880284182016,9.044323388493053 --2.81001734118832,3.52024764580953 -1.445945268576188,5.930648497179788 -3.370930760361711,7.072514888845316 --0.2100702017744539,5.004988320895134 -5.915561675739356,8.523063234990431 -5.123024565187335,8.077792611214445 -0.645977705743501,5.482249234897242 --1.9128221494567947,4.006220677915048 --8.901944327191075,-0.02226044835361523 --1.0375092599487719,4.506128014789708 --6.616972820263814,0.24674738151489028 -3.0274609959872256,5.748020449083286 -6.419578239500718,7.676665985789922 --8.461203925342138,-0.8970500791666682 --7.628620549933734,-0.4471646237521327 --5.727201853912388,0.6614962542536194 --5.006971754761923,1.0720149557493166 -5.582199899367492,7.148992303031605 -4.622215983152975,6.603743845345171 -3.8457311197522497,6.144641180454669 --3.992928886110943,1.5895572830406124 --2.2697507215928323,2.5989442322964442 -1.9851529169805997,5.027202255335709 --1.413131280313233,3.0892310185979146 --0.49656884293701276,3.603680528648188 --3.059935254709189,2.1215571737960186 -0.30366346269344274,4.0476154980134815 -1.151546905025944,4.519016249199125 --6.169481990451047,-0.5756740173029447 -3.464392735012764,4.92990086403956 --5.210779226679981,-0.15235733828153478 -6.0917636080808775,6.345035944289252 -5.064965836828873,5.75550533698212 --2.6594819796707156,1.306650323591063 -6.886839656055399,6.8079291046807375 --1.7538456395341195,1.8240358852604914 -4.334164706469337,5.319271789595834 -2.4491953717959407,4.190082431099687 --0.932422996418843,2.2732594836806057 --4.4827636092183,0.2326391042109747 -1.6652919965363968,3.7578677873673234 --7.1294472259638635,-1.3252090375700636 --0.09627182014111772,2.7309725055724625 --7.952524254875552,-1.829634655949926 --5.624931724403868,-1.448339478833274 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-3.109372824837864,1.1183254858816771 -3.9772734293876355,1.5770253230542461 --6.382306384268299,-4.3676168936390765 --4.13251402156224,-4.011543411462302 -7.086392876839509,2.3626182592983027 -5.520854607423872,1.422163620841405 --2.514390539040999,-3.202370132545281 --3.2714780490527704,-3.6410585210218573 -0.1341763850332089,-1.6838342427158395 --0.6038506702977438,-2.111536318464274 --1.49613617984869,-2.650082109874263 -4.433987695576936,0.7426069153838679 --5.155213992970095,-4.76838273951177 -6.326152847477487,1.8713270037729965 -2.793801777745923,-0.17046655096418062 -3.627323693368368,0.29381053890467174 -1.0923854844742764,-1.1615389988658302 --5.956150203761083,-5.2231114347178025 -1.9081825998265958,-0.7005530266466822 -8.104713678420904,2.83068635804743 --3.6389599984547574,-4.945920972341426 -5.986100345251023,0.5949711381424424 --2.73372648603609,-4.519951151821047 --1.9675780187909298,-4.082965424207554 -7.577173327470982,1.4070202531901024 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--1.2303941482988763,-9.60396986574222 --4.388284156211086,-9.728254611098299 --3.32162888780942,-9.781841348179066 --2.1638336681028982,-10.566394233091696 --3.38414616930595,-10.770694011377325 diff --git a/tests/data/output/aligned_spatial_center.csv b/tests/data/output/aligned_spatial_center.csv deleted file mode 100644 index 6815ea9..0000000 --- a/tests/data/output/aligned_spatial_center.csv +++ /dev/null @@ -1,255 +0,0 @@ -0,1 --3.3822322834645675,-10.651578740157467 --4.330232283464568,-9.722578740157466 --2.5012322834645673,-9.738578740157468 --3.4592322834645675,-9.726578740157468 --1.4352322834645683,-8.753578740157467 --4.396232283464567,-8.719578740157466 --3.3982322834645675,-8.745578740157466 --2.5292322834645677,-8.747578740157467 -1.5327677165354316,-7.761578740157466 --4.359232283464568,-7.726578740157468 --3.4112322834645674,-7.749578740157467 -2.5137677165354333,-7.749578740157467 --2.4402322834645673,-7.746578740157467 -0.5127677165354321,-7.750578740157467 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-1.5477677165354322,7.165421259842532 --3.3982322834645675,7.172421259842533 -3.690767716535433,7.183421259842532 --0.49523228346456705,7.179421259842535 --1.3932322834645667,7.185421259842531 -4.502767716535434,7.219421259842534 -6.711767716535434,7.264421259842532 -5.506767716535432,8.109421259842534 -4.533767716535433,8.225421259842534 -3.6167677165354313,8.226421259842532 -2.560767716535434,8.307421259842535 -5.510767716535433,9.133421259842532 diff --git a/tests/data/output/center_ot1_pairwise.csv b/tests/data/output/center_ot1_pairwise.csv deleted file mode 100644 index 7c78398..0000000 --- a/tests/data/output/center_ot1_pairwise.csv +++ /dev/null @@ -1,255 +0,0 @@ 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diff --git a/tests/data/output/center_slice1_pairwise.csv b/tests/data/output/center_slice1_pairwise.csv deleted file mode 100644 index 349e873..0000000 --- a/tests/data/output/center_slice1_pairwise.csv +++ /dev/null @@ -1,255 +0,0 @@ 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diff --git a/tests/data/output/center_slice2_pairwise.csv b/tests/data/output/center_slice2_pairwise.csv deleted file mode 100644 index 1e7bd92..0000000 --- a/tests/data/output/center_slice2_pairwise.csv +++ /dev/null @@ -1,255 +0,0 @@ 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diff --git a/tests/data/output/center_slice4_pairwise.csv b/tests/data/output/center_slice4_pairwise.csv deleted file mode 100644 index 79645db..0000000 --- a/tests/data/output/center_slice4_pairwise.csv +++ /dev/null @@ -1,255 +0,0 @@ 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diff --git a/tests/data/output/common_genes.csv b/tests/data/output/common_genes.csv deleted file mode 100644 index a0b708d..0000000 --- a/tests/data/output/common_genes.csv +++ /dev/null @@ -1,6397 +0,0 @@ -GAPDH -UBE2G2 -MAPKAPK2 -NDUFA7 -ASNA1 -CLASP1 -INAFM1 -MCL1 -AP1G1 -SEMA3B -GGA1 -VDAC1 -RBMS1 -SLC25A10 -FKBP1A -AKT2 -ID3 -COX6C -DAAM1 -VAPB -BOD1L1 -KCTD12 -AATF -WDR1 -DDX52 -NENF -LMAN1 -COL6A3 -TPT1 -ENO1 -C4B -C12orf57 -TUBB -H3F3A -NQO1 -PLGRKT -NADK2 -ISYNA1 -CD44 -METRN -KRT7 -FLNB -MSL1 -NBR1 -CAV1 -NAA15 -CREBZF -CDK16 -NIN -APOA1BP -OAZ1 -FAM129A -SUB1 -ACTN4 -SLC40A1 -CCT4 -ALKBH5 -H2AFJ -USP53 -RPL13 -CAST -UQCR11 -THEM6 -MYL9 -NUDT16L1 -IFI6 -STX12 -HIST1H2AC -SMARCD2 -HSP90AB1 -NARS -TOMM20 -DDX3X -MORF4L2 -FMOD -RAB11FIP5 -IDS -SRP54 -LGALS3BP -IGFBP7 -HNRNPH1 -RTFDC1 -CXCL12 -RAE1 -DCTN2 -C7orf73 -PARK7 -PPIP5K2 -GRAMD1A -RAB7A -TMEM261 -NCBP2 -UBAC2 -FMNL3 -CTTN -ATP5L -FBXW4 -PABPC1 -RP11-345J4.5 -SNF8 -SMAD4 -ANP32B -MAD2L1 -NELFE -HNRNPA1 -BCCIP -LGALS1 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diff --git a/tests/data/output/generalized_kl_divergence_matrix.csv b/tests/data/output/generalized_kl_divergence_matrix.csv deleted file mode 100644 index 4226f61..0000000 --- a/tests/data/output/generalized_kl_divergence_matrix.csv +++ /dev/null @@ -1,252 +0,0 @@ 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-1607.6342,3748.0994,2785.0205,2136.121,1996.3928,1717.0801,2355.9043,2459.531,1848.6079,2162.5806,1556.4811,1618.6985,2025.6366,2164.775,1754.8473,16288.211,1746.9315,6295.4243,1529.457,14043.127,3700.6248,2014.8497,1808.5248,1760.9319,1803.3083,2099.3086,1550.9978,1552.4535,1638.3334,1834.7161,10731.978,1495.0004,2366.431,1738.0693,1696.93,2007.4923,1683.948,1701.4534,1613.5984,6114.995,1675.7181,2986.35,1795.807,3290.662,11876.412,1626.1187,2106.517,4525.443,3195.2712,1647.7805,2963.828,10336.463,1695.5605,1932.3192,1657.0831,1705.1315,1648.3708,1598.731,1599.118,1634.26,1775.4855,3120.1814,1752.0359,4512.9033,1565.0398,1625.6097,2780.7495,13090.005,2557.0505,1965.565,1571.2434,2017.7748,1545.9092,1929.1852,1758.3247,1616.5044,1637.6913,1666.9731,1885.6215,1776.6792,1610.1328,2672.7395,1672.4436,2510.9314,1847.0463,1857.3447,1664.573,1519.4971,2067.9753,1692.0901,1687.3977,2353.0789,2209.155,1582.7776,3073.6196,4329.608,2193.0906,2337.7422,1584.1558,2082.4263,2846.4822,1911.3203,2182.5715,1542.1008,1995.9326,2232.026,8779.429,2413.4092,2560.0215,3373.4463,1811.9392,1497.1201,1768.6084,11197.014,2037.1932,2097.4268,1902.8246,3321.9194,1762.4225,2440.1567,3785.0132,1611.102,1599.6512,3165.2058,1582.9194,1740.9797,1975.0303,2268.9575,2019.423,1822.093,1775.2354,10289.124,2920.1743,3435.1982,1755.1204,2465.383,2435.2427,1723.5518,2453.4233,2783.723,4101.6055,4759.7153,1657.0859,1945.4823,1857.9954,5479.245,2151.3745,3702.1653,1893.4099,1824.675,3439.5532,3102.7449,3279.6282,1960.0175,2665.027,3947.7122,1824.6456,1868.4601,2099.9277,1981.5117,3718.122,1713.3647,1695.5051,1879.7493,2066.6,3618.6064,1991.4999,2066.2756,4511.3325,2518.408,1853.0491,2787.2705,2324.7314,2472.247,2743.7297,4994.8467,1791.9446,1539.2649,1713.8076,2577.187,1918.8806,4568.761,3238.0747,2668.963,4298.273,2391.433,3091.9463,1973.6362,1740.6025,3186.535,2482.9922,3884.722,3036.8228,2801.888,4208.481,3151.251,3867.4744,4174.237,4666.996,4305.257,3082.4656,3272.386,3157.6704,3257.927,3410.5193,3550.1685,3791.6895,3863.681,2888.069,3745.2214,3357.582,2553.0532,4543.6846,2518.3872,3265.4736,3946.5906,2536.8594,2100.7822,3858.509,8361.052,3947.754,2797.8877,5055.104,2224.1614,8331.27,4371.211,4059.3933,3176.1846,2932.2634,4864.26,7174.372,4712.294,9346.904,2080.3262,1982.5284,13277.803,4215.9175,7249.9985,4212.4585,6930.13,2608.2563,6798.3477,7332.6904,3531.5764,2610.582,2405.5527,2760.482,2698.0562,7120.38,2186.822,4127.9873,4484.9062,3425.69,4305.7075,3098.897,3821.8054,6771.8384,4737.066,7370.5215,2852.8528,2621.4253,9122.873,8658.808,3385.512 -1564.7637,3622.3247,2796.3442,2086.909,1825.055,1757.2361,2298.9297,2423.1577,1728.333,1961.1112,1445.6027,1519.082,1945.5116,2216.983,1649.298,16237.165,1546.5955,6339.7524,1539.0977,13932.817,3525.9182,1963.6218,1750.6956,1553.9193,1683.1615,1952.259,1408.407,1510.6451,1571.9928,1681.4525,10760.896,1414.911,2280.7263,1700.1029,1595.1746,1920.0277,1680.2281,1556.1035,1610.9448,6084.0864,1638.4832,2964.153,1683.7369,3145.8936,11870.96,1537.9595,2019.6995,4402.3394,3173.0347,1582.1633,2917.2156,10362.609,1615.5867,1830.4594,1524.6871,1666.8787,1530.6362,1499.4597,1480.6697,1455.206,1673.3811,3064.452,1675.7251,4525.079,1547.8386,1607.6517,2738.722,12927.98,2636.77,1864.5109,1544.505,1806.4028,1507.8763,1718.5839,1689.2288,1589.6306,1480.6608,1663.7874,1840.8425,1762.0374,1521.5981,2671.7957,1584.7278,2485.5415,1860.1648,1733.7773,1526.8057,1506.2955,2033.9963,1730.6106,1693.1923,2315.0742,2192.0295,1646.1823,3099.414,4216.484,2144.6323,2363.5464,1609.0571,2053.3135,2961.9583,1673.4274,2106.5854,1482.322,1941.2823,2211.9985,8805.085,2226.8335,2469.1245,3238.3176,1638.6476,1476.6919,1733.9521,11237.508,1866.9314,2050.2468,1829.4583,3235.797,1804.7745,2427.0186,3657.063,1643.5193,1522.6544,3153.0496,1546.7498,1642.4734,1935.3145,2131.7407,2035.6512,1667.8434,1575.3577,10339.419,2773.907,3379.9307,1764.7261,2459.4395,2388.1965,1607.5664,2335.629,2642.1938,4017.5874,4672.045,1549.479,1866.1573,1796.5148,5446.29,2043.9685,3582.2773,1789.3003,1707.565,3329.1772,2966.2852,3196.0217,1860.7748,2620.9373,3958.4473,1701.0974,1824.1611,2012.7955,1925.1423,3604.6013,1641.3729,1688.1456,1721.612,2015.1122,3547.1453,1946.7986,2082.6074,4416.51,2496.7578,1807.6699,2714.5835,2212.6729,2398.2056,2643.7908,4963.0596,1741.9932,1523.8906,1594.5627,2410.6785,1811.6715,4472.6133,3113.542,2568.3328,4277.0806,2311.0566,3016.4512,1845.7987,1707.6836,3163.6462,2441.025,3847.571,3084.561,2655.955,4150.221,3041.245,3701.3638,4120.171,4597.45,4191.8687,3051.0637,3287.3513,3050.2334,3235.1997,3462.9377,3493.1895,3830.0078,3867.8806,2765.2756,3713.1316,3205.3562,2490.314,4608.4775,2548.7612,3147.1204,3928.0679,2523.4097,2086.322,3857.1807,8239.536,3840.84,2767.0735,4978.75,2295.8923,8311.531,4344.004,4043.6548,3172.7974,2826.0662,4910.247,7065.614,4686.084,9270.203,2048.7969,1942.6802,13180.25,4137.1597,7202.1875,4240.083,6905.007,2484.8086,6666.8896,7317.427,3602.3306,2534.8098,2307.7646,2695.7236,2682.8384,6981.0728,2247.8193,3901.337,4419.1104,3331.2595,4160.7935,3069.492,3760.25,6648.6943,4656.1943,7327.2246,2945.0208,2531.5186,9074.031,8591.056,3247.4333 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diff --git a/tests/data/output/glmpca_init.npz b/tests/data/output/glmpca_init.npz deleted file mode 100644 index 0d62495..0000000 Binary files a/tests/data/output/glmpca_init.npz and /dev/null differ diff --git a/tests/data/output/glmpca_intercepts.npz b/tests/data/output/glmpca_intercepts.npz deleted file mode 100644 index 1f68324..0000000 Binary files a/tests/data/output/glmpca_intercepts.npz and /dev/null differ diff --git a/tests/data/output/glmpca_result.npz b/tests/data/output/glmpca_result.npz deleted file mode 100644 index 2f35158..0000000 Binary files a/tests/data/output/glmpca_result.npz and /dev/null differ diff --git a/tests/data/output/gwloss_partial.csv b/tests/data/output/gwloss_partial.csv deleted file mode 100644 index 0376e83..0000000 --- a/tests/data/output/gwloss_partial.csv +++ /dev/null @@ -1,252 +0,0 @@ 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diff --git a/tests/data/output/gwloss_partial_kl_loss.csv b/tests/data/output/gwloss_partial_kl_loss.csv deleted file mode 100644 index d101f1e..0000000 --- a/tests/data/output/gwloss_partial_kl_loss.csv +++ /dev/null @@ -1,252 +0,0 @@ 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diff --git a/tests/data/output/high_umi_gene_distance_matrix.csv b/tests/data/output/high_umi_gene_distance_matrix.csv deleted file mode 100644 index 63785ab..0000000 --- a/tests/data/output/high_umi_gene_distance_matrix.csv +++ /dev/null @@ -1,252 +0,0 @@ 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diff --git a/tests/data/output/kl_divergence_backend_matrix.csv b/tests/data/output/kl_divergence_backend_matrix.csv deleted file mode 100644 index cc5d330..0000000 --- a/tests/data/output/kl_divergence_backend_matrix.csv +++ /dev/null @@ -1,252 +0,0 @@ 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diff --git a/tests/data/output/kl_divergence_matrix.csv b/tests/data/output/kl_divergence_matrix.csv deleted file mode 100644 index faa5c5e..0000000 --- a/tests/data/output/kl_divergence_matrix.csv +++ /dev/null @@ -1,252 +0,0 @@ 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timed out"}