From 50459227ac8adfa7fcf6a753369db00bbce87758 Mon Sep 17 00:00:00 2001 From: Nicolas Peschke Date: Thu, 5 Sep 2024 16:16:55 +0200 Subject: [PATCH 1/3] initial notebook to demonstrate sq.im.quantify_morphology --- examples/image/compute_morphology.ipynb | 1915 +++++++++++++++++++++++ 1 file changed, 1915 insertions(+) create mode 100644 examples/image/compute_morphology.ipynb diff --git a/examples/image/compute_morphology.ipynb b/examples/image/compute_morphology.ipynb new file mode 100644 index 0000000..28afdcf --- /dev/null +++ b/examples/image/compute_morphology.ipynb @@ -0,0 +1,1915 @@ +{ + "cells": [ + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "# Calculate morphology features for segmented cells in an image\n", + "\n", + "This example shows how to use `squidpy.im.quantify_morphology` to calculate morphology features\n", + "like area and granularity for segmented cells in an image.\n", + "\n", + "As input, `quantify_morphology` requires an `SpatialData` object with both intensity images and labels\n", + "of the segmented cells. \n", + "The results of `quantify_morphology` are then written to the dataframe `obsm[\"morphology\"]` of the relevant\n", + "`anndata` table in the `sdata` object " + ], + "id": "25a5bec4088fa466" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-05T14:18:05.124747Z", + "start_time": "2024-09-05T14:18:01.431703Z" + } + }, + "cell_type": "code", + "source": [ + "import squidpy as sq\n", + "import spatialdata_plot\n", + "from spatialdata.datasets import blobs" + ], + "id": "9593cc52cb158180", + "outputs": [], + "execution_count": 1 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-05T14:18:05.956077Z", + "start_time": "2024-09-05T14:18:05.126021Z" + } + }, + "cell_type": "code", + "source": "sdata_blobs = blobs()", + "id": "7a85ea7cf3c2509e", + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/npeschke/miniconda3/envs/mamba/envs/squidpy-dev/lib/python3.10/site-packages/anndata/_core/anndata.py:430: FutureWarning: The dtype argument is deprecated and will be removed in late 2024.\n", + " warnings.warn(\n", + "/home/npeschke/miniconda3/envs/mamba/envs/squidpy-dev/lib/python3.10/site-packages/spatialdata/models/models.py:996: UserWarning: Converting `region_key: region` to categorical dtype.\n", + " return convert_region_column_to_categorical(adata)\n" + ] + } + ], + "execution_count": 2 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-05T14:18:05.974408Z", + "start_time": "2024-09-05T14:18:05.957401Z" + } + }, + "cell_type": "code", + "source": "sdata_blobs", + "id": "5025cf1286d432e8", + "outputs": [ + { + "data": { + "text/plain": [ + "SpatialData object\n", + "├── Images\n", + "│ ├── 'blobs_image': DataArray[cyx] (3, 512, 512)\n", + "│ └── 'blobs_multiscale_image': DataTree[cyx] (3, 512, 512), (3, 256, 256), (3, 128, 128)\n", + "├── Labels\n", + "│ ├── 'blobs_labels': DataArray[yx] (512, 512)\n", + "│ └── 'blobs_multiscale_labels': DataTree[yx] (512, 512), (256, 256), (128, 128)\n", + "├── Points\n", + "│ └── 'blobs_points': DataFrame with shape: (, 4) (2D points)\n", + "├── Shapes\n", + "│ ├── 'blobs_circles': GeoDataFrame shape: (5, 2) (2D shapes)\n", + "│ ├── 'blobs_multipolygons': GeoDataFrame shape: (2, 1) (2D shapes)\n", + "│ └── 'blobs_polygons': GeoDataFrame shape: (5, 1) (2D shapes)\n", + "└── Tables\n", + " └── 'table': AnnData (26, 3)\n", + "with coordinate systems:\n", + " ▸ 'global', with elements:\n", + " blobs_image (Images), blobs_multiscale_image (Images), blobs_labels (Labels), blobs_multiscale_labels (Labels), blobs_points (Points), blobs_circles (Shapes), blobs_multipolygons (Shapes), blobs_polygons (Shapes)" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 3 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-05T14:18:07.066442Z", + "start_time": "2024-09-05T14:18:05.977138Z" + } + }, + "cell_type": "code", + "source": "sdata_blobs.pl.render_images().pl.render_labels().pl.show()", + "id": "bc3be113147f8a8a", + "outputs": [ + { + "data": { + "text/plain": [ + "
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"\n", + " equivalent_diameter_area ... intensity_std_ch0 intensity_std_ch1 \\\n", + "1 138.459986 ... 0.095886 1.183109e-01 \n", + "2 125.772525 ... 0.142939 1.865065e-01 \n", + "3 79.532723 ... 0.102315 1.689943e-01 \n", + "4 78.897834 ... 0.093736 1.067291e-01 \n", + "5 71.614306 ... 0.067925 1.204907e-01 \n", + "6 69.850225 ... 0.064010 9.019573e-02 \n", + "8 69.052749 ... 0.087004 1.640777e-01 \n", + "9 59.118885 ... 0.076161 1.304770e-01 \n", + "10 56.362511 ... 0.067624 6.072061e-02 \n", + "11 55.382615 ... 0.004034 6.853174e-03 \n", + "12 53.725544 ... 0.047961 8.158875e-02 \n", + "13 44.510232 ... 0.132109 3.502013e-02 \n", + "15 44.122367 ... 0.140233 5.973090e-02 \n", + "16 43.963367 ... 0.082167 1.765965e-01 \n", + "17 31.473487 ... 0.064959 3.346318e-02 \n", + "18 31.250196 ... 0.006421 8.779448e-02 \n", + "19 31.229817 ... 0.005143 8.728766e-08 \n", + "20 31.168602 ... 0.089262 8.247101e-02 \n", + "22 31.025298 ... 0.079131 2.387793e-02 \n", + "23 29.747294 ... 0.069033 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26 rows × 49 columns

\n", + "
" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 6 + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 7fbfa523794e4e24fee39912e1a09cbece6358ae Mon Sep 17 00:00:00 2001 From: Nicolas Peschke Date: Thu, 5 Sep 2024 16:37:06 +0200 Subject: [PATCH 2/3] add some explaining text --- examples/image/compute_morphology.ipynb | 60 ++++++++++++++++++++----- 1 file changed, 48 insertions(+), 12 deletions(-) diff --git a/examples/image/compute_morphology.ipynb b/examples/image/compute_morphology.ipynb index 28afdcf..4dd90bb 100644 --- a/examples/image/compute_morphology.ipynb +++ b/examples/image/compute_morphology.ipynb @@ -19,8 +19,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-09-05T14:18:05.124747Z", - "start_time": "2024-09-05T14:18:01.431703Z" + "end_time": "2024-09-05T14:36:47.791553Z", + "start_time": "2024-09-05T14:36:44.193957Z" } }, "cell_type": "code", @@ -36,8 +36,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-09-05T14:18:05.956077Z", - "start_time": "2024-09-05T14:18:05.126021Z" + "end_time": "2024-09-05T14:36:48.638900Z", + "start_time": "2024-09-05T14:36:47.792756Z" } }, "cell_type": "code", @@ -60,8 +60,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-09-05T14:18:05.974408Z", - "start_time": "2024-09-05T14:18:05.957401Z" + "end_time": "2024-09-05T14:36:48.655294Z", + "start_time": "2024-09-05T14:36:48.640317Z" } }, "cell_type": "code", @@ -101,8 +101,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-09-05T14:18:07.066442Z", - "start_time": "2024-09-05T14:18:05.977138Z" + "end_time": "2024-09-05T14:36:49.718566Z", + "start_time": "2024-09-05T14:36:48.657309Z" } }, "cell_type": "code", @@ -122,11 +122,22 @@ ], "execution_count": 4 }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Calling `quantify_morphology` on the sdata object.\n", + "\n", + "Additionally, specific methods can be selected using the `methods` parameter. By default (`methods=None`), `quantify_morphology` calculates all available methods.\n", + "Custom functions can also be supplied. They must take in a label image and an intensity image as the first two arguments and return a list of values for each label." + ], + "id": "4388a7a9eff2d17d" + }, { "metadata": { "ExecuteTime": { - "end_time": "2024-09-05T14:18:07.312763Z", - "start_time": "2024-09-05T14:18:07.067251Z" + "end_time": "2024-09-05T14:36:49.973827Z", + "start_time": "2024-09-05T14:36:49.719394Z" } }, "cell_type": "code", @@ -135,6 +146,7 @@ " sdata=sdata_blobs,\n", " label=\"blobs_labels\",\n", " image=\"blobs_image\",\n", + " methods=None,\n", ")" ], "id": "35ea1a5796bbfd8e", @@ -1054,11 +1066,17 @@ ], "execution_count": 5 }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "Aside from returning the results as a dataframe, they are also written to the obsm key `\"morphology\"`: ", + "id": "3d30a08062005ca6" + }, { "metadata": { "ExecuteTime": { - "end_time": "2024-09-05T14:18:07.338857Z", - "start_time": "2024-09-05T14:18:07.313621Z" + "end_time": "2024-09-05T14:36:49.999521Z", + "start_time": "2024-09-05T14:36:49.974775Z" } }, "cell_type": "code", @@ -1889,6 +1907,24 @@ } ], "execution_count": 6 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "Depending on the return type of the individual morphology method, multiple columns can be generated for a single method. \n", + "This depends on if the individual method calculates results for each color channel, \n", + "or might even return multiple results per color channel like granularity.\n", + "\n", + "The way the columns are names is as follows:\n", + "- single result value: ``\n", + "- one result per channel: `_ch`\n", + "- multiple results per channel: `_ch_`\n", + "- multiple results but not associated to channels: `_`\n", + "\n", + "This way a flat datastructure is generated without any nested objects like numpy arrays within a field." + ], + "id": "8e574ea869e467d6" } ], "metadata": { From 3e476a6fa9d5ed33b5b68a52cad34d5dfe1f394e Mon Sep 17 00:00:00 2001 From: Nicolas Peschke Date: Tue, 24 Sep 2024 17:16:04 +0200 Subject: [PATCH 3/3] add some umap/leiden clustering --- examples/image/compute_morphology.ipynb | 3436 ++++++++++++----------- 1 file changed, 1811 insertions(+), 1625 deletions(-) diff --git a/examples/image/compute_morphology.ipynb b/examples/image/compute_morphology.ipynb index 4dd90bb..7037070 100644 --- a/examples/image/compute_morphology.ipynb +++ b/examples/image/compute_morphology.ipynb @@ -12,115 +12,112 @@ "As input, `quantify_morphology` requires an `SpatialData` object with both intensity images and labels\n", "of the segmented cells. \n", "The results of `quantify_morphology` are then written to the dataframe `obsm[\"morphology\"]` of the relevant\n", - "`anndata` table in the `sdata` object " + "`anndata` table in the `sdata` object \n" ], - "id": "25a5bec4088fa466" + "id": "462d6c2c9ac9bac5" }, { "metadata": { "ExecuteTime": { - "end_time": "2024-09-05T14:36:47.791553Z", - "start_time": "2024-09-05T14:36:44.193957Z" + "end_time": "2024-09-24T13:40:58.815478Z", + "start_time": "2024-09-24T13:40:58.810135Z" } }, "cell_type": "code", "source": [ + "from itertools import count\n", + "\n", + "## Imports\n", + "import spatialdata as sd\n", "import squidpy as sq\n", - "import spatialdata_plot\n", - "from spatialdata.datasets import blobs" + "import scanpy as sc\n", + "import seaborn as sns\n", + "import umap\n", + "import umap.plot\n" ], - "id": "9593cc52cb158180", + "id": "5483779291c39d2", "outputs": [], - "execution_count": 1 + "execution_count": 37 }, { - "metadata": { - "ExecuteTime": { - "end_time": "2024-09-05T14:36:48.638900Z", - "start_time": "2024-09-05T14:36:47.792756Z" - } - }, - "cell_type": "code", - "source": "sdata_blobs = blobs()", - "id": "7a85ea7cf3c2509e", - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/npeschke/miniconda3/envs/mamba/envs/squidpy-dev/lib/python3.10/site-packages/anndata/_core/anndata.py:430: FutureWarning: The dtype argument is deprecated and will be removed in late 2024.\n", - " warnings.warn(\n", - "/home/npeschke/miniconda3/envs/mamba/envs/squidpy-dev/lib/python3.10/site-packages/spatialdata/models/models.py:996: UserWarning: Converting `region_key: region` to categorical dtype.\n", - " return convert_region_column_to_categorical(adata)\n" - ] - } + "metadata": {}, + "cell_type": "markdown", + "source": [ + "## Loading the data\n", + "Please download the data from here: [MIBI-TOF dataset](https://s3.embl.de/spatialdata/spatialdata-sandbox/mibitof.zip) and adjust the variable containing the location of the `.zarr` file.\n" ], - "execution_count": 2 + "id": "25a5bec4088fa466" }, { "metadata": { "ExecuteTime": { - "end_time": "2024-09-05T14:36:48.655294Z", - "start_time": "2024-09-05T14:36:48.640317Z" + "end_time": "2024-09-24T13:41:00.819173Z", + "start_time": "2024-09-24T13:40:58.867370Z" } }, "cell_type": "code", - "source": "sdata_blobs", - "id": "5025cf1286d432e8", + "source": [ + "mibitof_zarr_path = \"./mibitof.zarr\"\n", + "mibitof_sdata = sd.read_zarr(mibitof_zarr_path)\n", + "mibitof_sdata" + ], + "id": "9593cc52cb158180", "outputs": [ { "data": { "text/plain": [ - "SpatialData object\n", + "SpatialData object, with associated Zarr store: /home/npeschke/nas/studium/Master/internships/theis/data/spatialdata_tutorial/download/mibitof/data.zarr\n", "├── Images\n", - "│ ├── 'blobs_image': DataArray[cyx] (3, 512, 512)\n", - "│ └── 'blobs_multiscale_image': DataTree[cyx] (3, 512, 512), (3, 256, 256), (3, 128, 128)\n", + "│ ├── 'point8_image': DataArray[cyx] (3, 1024, 1024)\n", + "│ ├── 'point16_image': DataArray[cyx] (3, 1024, 1024)\n", + "│ └── 'point23_image': DataArray[cyx] (3, 1024, 1024)\n", "├── Labels\n", - "│ ├── 'blobs_labels': DataArray[yx] (512, 512)\n", - "│ └── 'blobs_multiscale_labels': DataTree[yx] (512, 512), (256, 256), (128, 128)\n", - "├── Points\n", - "│ └── 'blobs_points': DataFrame with shape: (, 4) (2D points)\n", - "├── Shapes\n", - "│ ├── 'blobs_circles': GeoDataFrame shape: (5, 2) (2D shapes)\n", - "│ ├── 'blobs_multipolygons': GeoDataFrame shape: (2, 1) (2D shapes)\n", - "│ └── 'blobs_polygons': GeoDataFrame shape: (5, 1) (2D shapes)\n", + "│ ├── 'point8_labels': DataArray[yx] (1024, 1024)\n", + "│ ├── 'point16_labels': DataArray[yx] (1024, 1024)\n", + "│ └── 'point23_labels': DataArray[yx] (1024, 1024)\n", "└── Tables\n", - " └── 'table': AnnData (26, 3)\n", + " └── 'table': AnnData (3309, 36)\n", "with coordinate systems:\n", - " ▸ 'global', with elements:\n", - " blobs_image (Images), blobs_multiscale_image (Images), blobs_labels (Labels), blobs_multiscale_labels (Labels), blobs_points (Points), blobs_circles (Shapes), blobs_multipolygons (Shapes), blobs_polygons (Shapes)" + " ▸ 'point8', with elements:\n", + " point8_image (Images), point8_labels (Labels)\n", + " ▸ 'point16', with elements:\n", + " point16_image (Images), point16_labels (Labels)\n", + " ▸ 'point23', with elements:\n", + " point23_image (Images), point23_labels (Labels)" ] }, - "execution_count": 3, + "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 3 + "execution_count": 38 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "## Visualise the data\n", + "We're going to create a naiive visualisation of the data, overlaying the segmented cells and the tissue images. For this, we need to load the `spatialdata_plot` library which extends the `sd.SpatialData` object with the `.pl` module. " + ], + "id": "3b949fb393a9867f" }, { "metadata": { "ExecuteTime": { - "end_time": "2024-09-05T14:36:49.718566Z", - "start_time": "2024-09-05T14:36:48.657309Z" + "end_time": "2024-09-24T13:41:01.769257Z", + "start_time": "2024-09-24T13:41:01.766490Z" } }, "cell_type": "code", - "source": "sdata_blobs.pl.render_images().pl.render_labels().pl.show()", - "id": "bc3be113147f8a8a", - "outputs": [ - { - "data": { - "text/plain": [ - "
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" - }, - "metadata": {}, - "output_type": "display_data" - } + "source": [ + "import spatialdata_plot\n", + "# mibitof_sdata.pl.render_images().pl.show()\n", + "# mibitof_sdata.pp.get_elements(\"point8\").pl.render_images().pl.render_labels().pl.show()" ], - "execution_count": 4 + "id": "2e870887d702e79e", + "outputs": [], + "execution_count": 39 }, { "metadata": {}, @@ -136,228 +133,149 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-09-05T14:36:49.973827Z", - "start_time": "2024-09-05T14:36:49.719394Z" + "end_time": "2024-09-24T13:41:23.835909Z", + "start_time": "2024-09-24T13:41:02.715596Z" } }, "cell_type": "code", "source": [ "sq.im.quantify_morphology(\n", - " sdata=sdata_blobs,\n", - " label=\"blobs_labels\",\n", - " image=\"blobs_image\",\n", + " sdata=mibitof_sdata,\n", + " label=\"point8_labels\",\n", + " image=\"point8_image\",\n", " methods=None,\n", ")" ], "id": "35ea1a5796bbfd8e", "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/npeschke/miniconda3/envs/mamba/envs/squidpy-dev/lib/python3.10/site-packages/skimage/measure/_regionprops.py:685: RuntimeWarning: invalid value encountered in divide\n", + " tuple(M[_get_element(axis)] / M0 for axis in range(self._ndim))\n", + "/home/npeschke/miniconda3/envs/mamba/envs/squidpy-dev/lib/python3.10/site-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.\n", + " return _methods._mean(a, axis=axis, dtype=dtype,\n", + "/home/npeschke/miniconda3/envs/mamba/envs/squidpy-dev/lib/python3.10/site-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in scalar divide\n", + " ret = ret.dtype.type(ret / rcount)\n" + ] + }, { "data": { "text/plain": [ - " area area_bbox area_convex area_filled \\\n", - "region instance_id \n", - "blobs_labels 1 15057.0 89088.0 60402.0 15057.0 \n", - " 2 12424.0 34125.0 19969.0 12424.0 \n", - " 3 4968.0 12144.0 6152.0 4968.0 \n", - " 4 4889.0 8910.0 6338.0 4889.0 \n", - " 5 4028.0 8662.0 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199562.0 97916.0 70846.0 \n", + " 4 126.0 160.0 130.0 126.0 \n", + " 5 398.0 544.0 422.0 398.0 \n", + "... ... ... ... ... \n", + " 1177 231.0 308.0 240.0 231.0 \n", + " 1178 216.0 256.0 224.0 216.0 \n", + " 1179 185.0 247.0 195.0 185.0 \n", + " 1180 41.0 60.0 44.0 41.0 \n", + " 1181 138.0 200.0 147.0 138.0 \n", "\n", - " axis_major_length axis_minor_length eccentricity \\\n", - "region instance_id \n", - "blobs_labels 1 644.847227 142.193450 0.975385 \n", - " 2 221.499272 120.973947 0.837681 \n", - " 3 156.951365 45.547318 0.956966 \n", - " 4 111.568542 77.419484 0.720053 \n", - " 5 132.845381 49.410414 0.928257 \n", - " 6 104.792765 53.314875 0.860906 \n", - " 8 108.115317 86.424488 0.600835 \n", - " 9 77.928140 45.162590 0.814943 \n", - " 10 107.875488 31.199176 0.957264 \n", - " 11 83.367617 38.646367 0.886063 \n", - " 12 75.986959 38.672396 0.860805 \n", - " 13 74.911281 34.402877 0.888308 \n", - " 15 45.090190 43.492389 0.263848 \n", - " 16 58.293667 33.313596 0.820617 \n", - " 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19.220222 9.848740 0.858738 \n", "\n", - " equivalent_diameter_area euler_number extent \\\n", - "region instance_id \n", - "blobs_labels 1 138.459986 2 0.169013 \n", - " 2 125.772525 -1 0.364073 \n", - " 3 79.532723 -1 0.409091 \n", - " 4 78.897834 1 0.548709 \n", - " 5 71.614306 1 0.465020 \n", - " 6 69.850225 1 0.501833 \n", - " 8 69.052749 6 0.078650 \n", - " 9 59.118885 1 0.806404 \n", - " 10 56.362511 1 0.803802 \n", - " 11 55.382615 1 0.561277 \n", - " 12 53.725544 1 0.767954 \n", - " 13 44.510232 1 0.573324 \n", - " 15 44.122367 1 0.846622 \n", - " 16 43.963367 1 0.681941 \n", - " 17 31.473487 3 0.052398 \n", - " 18 31.250196 2 0.051657 \n", - " 19 31.229817 3 0.051589 \n", - " 20 31.168602 1 0.877011 \n", - " 22 31.025298 4 0.044744 \n", - " 23 29.747294 1 0.798851 \n", - " 24 29.359550 1 0.778161 \n", - " 25 29.250931 1 0.799049 \n", - " 26 28.834449 1 0.776457 \n", - " 27 28.723844 1 0.770511 \n", - " 29 28.612812 1 0.764566 \n", - " 30 28.456640 1 0.756243 \n", + " equivalent_diameter_area euler_number extent ... \\\n", + "library_id cell_id ... \n", + "point8_labels 1 30.466238 1 0.633913 ... \n", + " 2 24.566553 1 0.598485 ... \n", + " 3 291.816393 -4 0.335144 ... \n", + " 4 12.666025 1 0.787500 ... \n", + " 5 22.511094 1 0.731618 ... \n", + "... ... ... ... ... \n", + " 1177 17.149879 1 0.750000 ... \n", + " 1178 16.583719 1 0.843750 ... \n", + " 1179 15.347616 1 0.748988 ... \n", + " 1180 7.225152 1 0.683333 ... \n", + " 1181 13.255454 1 0.690000 ... \n", "\n", - " ... intensity_std_ch0 intensity_std_ch1 \\\n", - "region instance_id ... \n", - "blobs_labels 1 ... 0.095886 1.183109e-01 \n", - " 2 ... 0.142939 1.865065e-01 \n", - " 3 ... 0.102315 1.689943e-01 \n", - " 4 ... 0.093736 1.067291e-01 \n", - " 5 ... 0.067925 1.204907e-01 \n", - " 6 ... 0.064010 9.019573e-02 \n", - " 8 ... 0.087004 1.640777e-01 \n", - " 9 ... 0.076161 1.304770e-01 \n", - " 10 ... 0.067624 6.072061e-02 \n", - " 11 ... 0.004034 6.853174e-03 \n", - " 12 ... 0.047961 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\n", @@ -390,20 +308,20 @@ " euler_number\n", " extent\n", " ...\n", - " intensity_std_ch0\n", - " intensity_std_ch1\n", - " intensity_std_ch2\n", - " moments_hu_0\n", - " moments_hu_1\n", - " moments_hu_2\n", - " moments_hu_3\n", - " moments_hu_4\n", - " moments_hu_5\n", - " moments_hu_6\n", + " granularity_ch2_6\n", + " granularity_ch2_7\n", + " granularity_ch2_8\n", + " granularity_ch2_9\n", + " granularity_ch2_10\n", + " granularity_ch2_11\n", + " granularity_ch2_12\n", + " granularity_ch2_13\n", + " granularity_ch2_14\n", + " granularity_ch2_15\n", " \n", " \n", - " region\n", - " instance_id\n", + " library_id\n", + " cell_id\n", " \n", " \n", " \n", @@ -429,642 +347,282 @@ " \n", " \n", " \n", - " blobs_labels\n", + " point8_labels\n", " 1\n", - " 15057.0\n", - " 89088.0\n", - " 60402.0\n", - " 15057.0\n", - " 644.847227\n", - " 142.193450\n", - " 0.975385\n", - " 138.459986\n", - " 2\n", - " 0.169013\n", - " ...\n", - " 0.095886\n", - " 1.183109e-01\n", - " 0.192819\n", - " 1.809984\n", - 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" 31.199176\n", - " 0.957264\n", - " 56.362511\n", - " 1\n", - " 0.803802\n", - " ...\n", - " 0.067624\n", - " 6.072061e-02\n", - " 0.154353\n", - " 0.315895\n", - " 7.135713e-02\n", - " 3.776458e-04\n", - " 1.497521e-04\n", - " 3.385556e-08\n", - " 3.240426e-05\n", - " 1.104753e-08\n", - " \n", - " \n", - " 11\n", - " 2409.0\n", - " 4292.0\n", - " 2613.0\n", - " 2409.0\n", - " 83.367617\n", - " 38.646367\n", - " 0.886063\n", - " 55.382615\n", - " 1\n", - " 0.561277\n", - " ...\n", - " 0.004034\n", - " 6.853174e-03\n", - " 0.099251\n", - " 0.219067\n", - " 2.004165e-02\n", - " 6.772061e-04\n", - " 1.529165e-04\n", - " 4.911465e-08\n", - " 2.164065e-05\n", - " 3.041367e-09\n", - " \n", - " \n", - " 12\n", - " 2267.0\n", - " 2952.0\n", - " 2340.0\n", - " 2267.0\n", - " 75.986959\n", - " 38.672396\n", - " 0.860805\n", - " 53.725544\n", - " 1\n", - " 0.767954\n", - " ...\n", - " 0.047961\n", - " 8.158875e-02\n", - " 0.040148\n", - " 0.200418\n", - " 1.391338e-02\n", - " 2.267931e-04\n", - 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26 rows × 47 columns

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" ] }, - "execution_count": 5, + "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 5 + "execution_count": 40 }, { "metadata": {}, @@ -1075,158 +633,96 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-09-05T14:36:49.999521Z", - "start_time": "2024-09-05T14:36:49.974775Z" + "end_time": "2024-09-24T13:41:25.041892Z", + "start_time": "2024-09-24T13:41:25.025445Z" } }, "cell_type": "code", - "source": "sdata_blobs[\"table\"].obsm[\"morphology\"]", + "source": "mibitof_sdata[\"table\"].obsm[\"morphology\"]", "id": "30d160979b538a37", "outputs": [ { "data": { "text/plain": [ - " region instance_id area area_bbox area_convex area_filled \\\n", - "1 blobs_labels 1 15057.0 89088.0 60402.0 15057.0 \n", - "2 blobs_labels 2 12424.0 34125.0 19969.0 12424.0 \n", - "3 blobs_labels 3 4968.0 12144.0 6152.0 4968.0 \n", - "4 blobs_labels 4 4889.0 8910.0 6338.0 4889.0 \n", - "5 blobs_labels 5 4028.0 8662.0 5184.0 4028.0 \n", - "6 blobs_labels 6 3832.0 7636.0 4300.0 3832.0 \n", - 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26 rows × 49 columns

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3309 rows × 98 columns

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" ] }, - "execution_count": 6, + "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 6 + "execution_count": 41 }, { "metadata": {}, @@ -1925,6 +1061,1056 @@ "This way a flat datastructure is generated without any nested objects like numpy arrays within a field." ], "id": "8e574ea869e467d6" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "## Clustering morphology results\n", + "id": "fc1f630ad7cd9d96" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "Data cleanup for clustering\n", + "- Removing NaNs\n", + " - keeping a record of removed rows to later be able to annotate clusters \n", + "- Removing columns with entirely identical values (prevents z-score calculation)\n", + " " + ], + "id": "7e55ddbe5c83bbe2" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-24T13:41:25.211301Z", + "start_time": "2024-09-24T13:41:25.202991Z" + } + }, + "cell_type": "code", + "source": "data = mibitof_sdata.filter_by_coordinate_system(\"point8\")[\"table\"].obsm[\"morphology\"].copy(deep=True) ", + "id": "7b4ba4b679fd4f4b", + "outputs": [], + "execution_count": 42 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-24T13:41:25.332153Z", + "start_time": "2024-09-24T13:41:25.324363Z" + } + }, + "cell_type": "code", + "source": "na_rows = data.isna().any(axis=1)", + "id": "52274a63b6a8e864", + "outputs": [], + "execution_count": 43 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-24T13:41:25.345086Z", + "start_time": "2024-09-24T13:41:25.339550Z" + } + }, + "cell_type": "code", + "source": "na_rows", + "id": "48e8826b135f553e", + "outputs": [ + { + "data": { + "text/plain": [ + "9376-1 True\n", + "9377-1 False\n", + "9378-1 False\n", + "9379-1 True\n", + "9380-1 False\n", + " ... \n", + "10416-1 False\n", + "10417-1 False\n", + "10418-1 True\n", + "10419-1 False\n", + "10420-1 False\n", + "Length: 1045, dtype: bool" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 44 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-24T13:41:25.416676Z", + "start_time": "2024-09-24T13:41:25.413693Z" + } + }, + "cell_type": "code", + "source": "data = data.loc[~na_rows, :]", + "id": "3dec83cfdaace72b", + "outputs": [], + "execution_count": 45 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-24T13:41:25.501860Z", + "start_time": "2024-09-24T13:41:25.493196Z" + } + }, + "cell_type": "code", + "source": "data = data.loc[:, data.nunique() > 1]", + "id": "427e7acf55d27e74", + "outputs": [], + "execution_count": 46 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-24T13:41:25.565347Z", + "start_time": "2024-09-24T13:41:25.544907Z" + } + }, + "cell_type": "code", + "source": "data", + "id": "2544eb36b5110af3", + "outputs": [ + { + "data": { + "text/plain": [ + " cell_id area area_bbox area_convex area_filled \\\n", + "9377-1 4 126.0 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" 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9380-194838765227.0479.06.0407.0carcinoma90deImm_other1point8_labels
.......................................
10416-1105298117766397.0153.01017.0231.0carcinoma90deEpithelial1point8_labels
10417-1105308117866398.0998.01016.0216.0carcinoma90deTcell_CD81point8_labels
10418-1105318117966399.0428.01017.0185.0carcinoma90deFibroblast1point8_labels
10419-1105328118066400.0537.01021.041.0carcinoma90deImm_other1point8_labels
10420-1105338118166401.0572.01019.0138.0carcinoma90deMyeloid_CD681point8_labels
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" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 52 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-24T13:41:30.944181Z", + "start_time": "2024-09-24T13:41:30.934004Z" + } + }, + "cell_type": "code", + "source": "cluster_labels = mibitof_sdata.filter_by_coordinate_system(\"point8\")[\"table\"].obs[\"Cluster\"].loc[~na_rows]", + "id": "17c925b59f77b67d", + "outputs": [], + "execution_count": 53 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-24T13:41:31.152215Z", + "start_time": "2024-09-24T13:41:30.988515Z" + } + }, + "cell_type": "code", + "source": "umap.plot.points(umap_embedding, labels=cluster_labels)", + "id": "2ae0cba645e10005", + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "text/plain": [ + "
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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": 54 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Comparison with count based clustering", + "id": "9f5e16b5d2c352e4" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-24T13:41:32.225755Z", + "start_time": "2024-09-24T13:41:32.208955Z" + } + }, + "cell_type": "code", + "source": [ + "counts_data = sd.deepcopy(mibitof_sdata.filter_by_coordinate_system(\"point8\")[\"table\"])\n", + "# len(counts_data) == len(na_rows)\n", + "# counts_data.obs_names\n", + "# na_rows.shape\n", + "counts_data = counts_data[~na_rows, :]\n", + "# counts_data.obs = counts_data.obs[~na_rows]" + ], + "id": "8edf9e6d1c0170cb", + "outputs": [], + "execution_count": 55 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-24T13:41:33.307803Z", + "start_time": "2024-09-24T13:41:33.300657Z" + } + }, + "cell_type": "code", + "source": "counts_data.X.data", + "id": "da83609e42e5d431", + "outputs": [ + { + "data": { + "text/plain": [ + "array([-0.08141299, 0.02584101, -0.06292887, ..., -0.00451912,\n", + " -0.15506616, -0.03538407], dtype=float32)" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 56 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-24T13:41:36.971460Z", + "start_time": "2024-09-24T13:41:34.310492Z" + } + }, + "cell_type": "code", + "source": [ + "counts_data.layers[\"counts\"] = counts_data.X.copy()\n", + "sc.pp.normalize_total(counts_data, inplace=True)\n", + "# sc.pp.log1p(counts_data)\n", + "# sc.pp.pca(counts_data)\n", + "sc.pp.neighbors(counts_data)\n", + "sc.tl.umap(counts_data)\n", + "sc.tl.leiden(counts_data)" + ], + "id": "349c90bcad558dfb", + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_128264/3993885290.py:1: ImplicitModificationWarning: Setting element `.layers['counts']` of view, initializing view as actual.\n", + " counts_data.layers[\"counts\"] = counts_data.X.copy()\n", + "/home/npeschke/miniconda3/envs/mamba/envs/squidpy-dev/lib/python3.10/site-packages/scanpy/preprocessing/_normalization.py:234: UserWarning: Some cells have zero counts\n", + " warn(UserWarning(\"Some cells have zero counts\"))\n", + "/tmp/ipykernel_128264/3993885290.py:7: FutureWarning: In the future, the default backend for leiden will be igraph instead of leidenalg.\n", + "\n", + " To achieve the future defaults please pass: flavor=\"igraph\" and n_iterations=2. directed must also be False to work with igraph's implementation.\n", + " sc.tl.leiden(counts_data)\n" + ] + } + ], + "execution_count": 57 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-24T13:47:23.513679Z", + "start_time": "2024-09-24T13:47:23.509807Z" + } + }, + "cell_type": "code", + "source": "counts_data", + "id": "3fcb194405e669f6", + "outputs": [ + { + "data": { + "text/plain": [ + "AnnData object with n_obs × n_vars = 992 × 36\n", + " obs: 'row_num', 'point', 'cell_id', 'X1', 'center_rowcoord', 'center_colcoord', 'cell_size', 'category', 'donor', 'Cluster', 'batch', 'library_id', 'leiden'\n", + " uns: 'spatialdata_attrs', 'neighbors', 'umap', 'leiden', 'leiden_colors'\n", + " obsm: 'X_scanorama', 'X_umap', 'spatial', 'morphology'\n", + " layers: 'counts'\n", + " obsp: 'distances', 'connectivities'" + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 62 } ], "metadata": {