From 29096da2130fd075334d49065452b963dc2eb389 Mon Sep 17 00:00:00 2001 From: Ollie Date: Sat, 14 Jun 2025 19:33:17 +0100 Subject: [PATCH 01/13] Using file backed matrices for target PGS calculation --- .../target_scoring/target_scoring_pipeline.R | 39 ++++--- functions/plink.R | 109 +++++++++++++----- 2 files changed, 108 insertions(+), 40 deletions(-) diff --git a/Scripts/target_scoring/target_scoring_pipeline.R b/Scripts/target_scoring/target_scoring_pipeline.R index fd22343d..bb344eab 100644 --- a/Scripts/target_scoring/target_scoring_pipeline.R +++ b/Scripts/target_scoring/target_scoring_pipeline.R @@ -27,6 +27,7 @@ opt = parse_args(OptionParser(option_list=option_list)) # Load dependencies library(GenoUtils) library(data.table) +library(bigstatsr) source('../functions/misc.R') source_all('../functions') library(foreach) @@ -180,30 +181,40 @@ for(chr_i in CHROMS){ score = paste0(tmp_dir,'/all_score.txt'), keep = opt$target_keep, frq = opt$ref_freq_chr, - threads = opt$n_cores + threads = opt$n_cores, + fbm = T ) # Sum scores across chromosomes if(chr_i == CHROMS[1]){ - scores_ids <- scores_i[, 1:2, with = F] - current_scores <- as.matrix(scores_i[, -1:-2, with = FALSE]) - scores <- current_scores - } else { - current_scores <- as.matrix(scores_i[, -1:-2, with = FALSE]) - scores <- scores + current_scores + scores_ids <- scores_i$ids + cols <- scores_i$cols + + # Initialize a FBM (backed on disk) for running PGS sum + file.remove(paste0(tmp_dir, '/PGS_fbm.bk')) + scores <- FBM( + nrow = nrow(scores_ids), + ncol = length(cols), + backingfile = paste0(tmp_dir, '/PGS_fbm'), + init = 0 + ) } - - system(paste0('rm ', tmp_dir, '/all_score.txt')) - system(paste0('rm ', tmp_dir, '/row_index.txt')) - system(paste0('rm ', tmp_dir, '/map.txt')) + + # In-place addition: for each score column + for (j in cols) { + scores[, which(cols == j)] <- scores[, which(cols == j)] + scores_i$scores[,which(scores_i$cols == j)] + } + + file.remove(scores_i$scores$backingfile, + scores_i$scores$rds) rm(scores_i) - rm(current_scores) gc() } # Combine score with IDs -scores<-data.table(scores_ids, - scores) +scores <- as.data.table(scores[,]) +setnames(scores, cols) +scores <- cbind(scores_ids, scores) ### # Scale the polygenic scores based on the reference diff --git a/functions/plink.R b/functions/plink.R index 3e32c325..d79f349e 100644 --- a/functions/plink.R +++ b/functions/plink.R @@ -410,7 +410,7 @@ plink_king<-function(bfile=NULL, pfile=NULL, extract = NULL, chr = 1:22, plink2= system(paste0('tail -n +2 ', tmp_dir, '/merged.king.cutoff.in.id > ', out, '.unrelated.keep')) } -plink_score<-function(bfile=NULL, pfile=NULL, score, keep=NULL, extract=NULL, chr=1:22, frq=NULL, plink2=NULL, threads=1){ +plink_score<-function(bfile=NULL, pfile=NULL, score, keep=NULL, extract=NULL, chr=1:22, frq=NULL, plink2=NULL, threads=1, fbm = F){ if(is.null(bfile) & is.null(pfile)){ stop("bfile or pfile must be specified.") } @@ -462,14 +462,12 @@ plink_score<-function(bfile=NULL, pfile=NULL, score, keep=NULL, extract=NULL, ch # Add up the scores across chromosomes as they are produced if (file.exists(paste0(tmp_folder, '/profiles.chr', chr_i, '.sscore'))) { - sscore <- fread(paste0(paste0(tmp_folder,'/profiles.chr', chr_i, '.sscore'))) - - # Delete file to save disk space - system(paste0('rm ', tmp_folder, '/profiles.chr', chr_i, '.sscore')) - if(is.null(scores)){ - names(sscore)<-gsub('\\#', '', names(sscore)) - scores_ids <- sscore[, names(sscore) %in% c('FID', 'IID'), with = F] + # Read sample IDs once to define rows + scores_ids <- fread(cmd = paste0('cut -f 1-2 ', tmp_folder,'/profiles.chr', chr_i, '.sscore')) + names(scores_ids)<-gsub('\\#', '', names(scores_ids)) + scores_ids <- scores_ids[, names(scores_ids) %in% c('FID', 'IID'), with = F] + if (ncol(scores_ids) == 1) { scores_ids <- data.table(FID = scores_ids$IID, IID = scores_ids$IID) @@ -477,30 +475,89 @@ plink_score<-function(bfile=NULL, pfile=NULL, score, keep=NULL, extract=NULL, ch scores_ids <- data.table(FID = scores_ids$FID, IID = scores_ids$IID) } - - # Subset and transform scores as required - current_scores <- as.matrix(sscore[, paste0(names(score_small)[-1:-3], '_SUM'), with = FALSE]) - - # If scores is not initialized, copy current_scores - scores <- current_scores + + n_samples <- nrow(scores_ids) + + # Read in the column names to identify _SUM columns + scores_cols <- fread(paste0(tmp_folder,'/profiles.chr', chr_i, '.sscore'), nrows = 0) + sum_cols <- which(names(scores_cols) %in% paste0(names(score_small)[-1:-3], '_SUM')) + n_scores <- length(sum_cols) + scores_cols <- paste0(names(score_small)[-1:-3], '_SUM') + + if(fbm){ + # Initialize a FBM (backed on disk) for running PGS sum + file.remove(paste0(tmp_folder, '/plink_score_fbm.bk')) + scores <- FBM( + nrow = n_samples, + ncol = n_scores, + backingfile = paste0(tmp_folder, '/plink_score_fbm'), + init = 0 + ) + } else { + # Initialize a matrix running PGS sum + scores <- matrix( + nrow = n_samples, + ncol = n_scores, + data = 0 + ) + } + } + + if(fbm){ + # Read in sscore file + file.remove(paste0(tmp_folder,'/profiles.chr', chr_i, '.bk')) + dt_chr <- big_read( + paste0(tmp_folder,'/profiles.chr', chr_i, '.sscore'), + header = TRUE, + select = sum_cols, + backingfile = paste0(tmp_folder,'/profiles.chr', chr_i), + colClasses = list(numeric = sum_cols) + ) + + # Get PGS column names + scores_cols_i <- fread(paste0(tmp_folder,'/profiles.chr', chr_i, '.sscore'), nrows = 0) + scores_cols_i <- names(scores_cols_i[, names(scores_cols_i) %in% paste0(names(score_small)[-1:-3], '_SUM'), with = F]) + + # In-place addition: for each score column + for (j in scores_cols) { + scores[, which(scores_cols == j)] <- scores[, which(scores_cols == j)] + dt_chr[,which(scores_cols_i == j)] + } + + rm(dt_chr) + gc() + file.remove(paste0(tmp_folder,'/profiles.chr', chr_i, ".bk"), + paste0(tmp_folder,'/profiles.chr', chr_i, ".rds"), + paste0(tmp_folder,'/profiles.chr', chr_i, ".sscore")) } else { + current_scores <- fread(paste0(tmp_folder,'/profiles.chr', chr_i, '.sscore')) + # Subset and transform scores as required - current_scores <- as.matrix(sscore[, paste0(names(score_small)[-1:-3], '_SUM'), with = FALSE]) - + current_scores <- as.matrix(current_scores[, paste0(names(score_small)[-1:-3], '_SUM'), with = FALSE]) + # Sum the current scores with the running total scores <- scores + current_scores + + rm(current_scores) + gc() + file.remove(paste0(tmp_folder, '/profiles.chr', chr_i, '.sscore')) } - } else { - cat('No scores for chromosome ', chr_i, '. Check plink logs file for reason.\n') } } - - # Combine score with IDs - scores<-data.table(scores_ids, - scores) - - # Rename columns - names(scores)[-1:-2]<-names(score_small)[-1:-3] - + + if(fbm){ + scores <- list( + ids = scores_ids, + cols = names(score_small)[-1:-3], + scores = scores + ) + } else { + # Combine score with IDs + scores<-data.table(scores_ids, + scores) + + # Rename columns + names(scores)[-1:-2]<-names(score_small)[-1:-3] + } + return(scores) } From 4f29b0b8fda6264ebaae3bcb0f20b8f2ee6a2445 Mon Sep 17 00:00:00 2001 From: Ollie Date: Mon, 16 Jun 2025 12:27:27 +0100 Subject: [PATCH 02/13] Added lassosum2 --- Scripts/pgs_methods/lassosum2.R | 249 ++++++++++++++++++++++++++++++++ docs/CrossPop.Rmd | 2 +- functions/constants.R | 6 +- functions/pipeline.R | 4 + pipeline/rules/dependencies.smk | 6 +- pipeline/rules/pgs_methods.smk | 47 +++++- 6 files changed, 306 insertions(+), 8 deletions(-) create mode 100644 Scripts/pgs_methods/lassosum2.R diff --git a/Scripts/pgs_methods/lassosum2.R b/Scripts/pgs_methods/lassosum2.R new file mode 100644 index 00000000..2c036b44 --- /dev/null +++ b/Scripts/pgs_methods/lassosum2.R @@ -0,0 +1,249 @@ +#!/usr/bin/Rscript +# This script was written by Oliver Pain whilst at King's College London University. +start.time <- Sys.time() +library("optparse") + +option_list = list( + make_option("--ref_plink_chr", action="store", default=NULL, type='character', + help="Path to per chromosome reference PLINK files [required]"), + make_option("--ref_pcs", action="store", default=NULL, type='character', + help="Reference PCs for continuous ancestry correction [optional]"), + make_option("--ldpred2_ref_dir", action="store", default=NULL, type='character', + help="Path to directory containing LDpred2 reference data [required]"), + make_option("--pop_data", action="store", default=NULL, type='character', + help="File containing the population code and location of the keep file [required]"), + make_option("--plink2", action="store", default='plink2', type='character', + help="Path PLINK v2 software binary [optional]"), + make_option("--output", action="store", default=NULL, type='character', + help="Path for output files [required]"), + make_option("--n_cores", action="store", default=1, type='numeric', + help="Number of cores for parallel computing [optional]"), + make_option("--sample_prev", action="store", default=NULL, type='numeric', + help="Sampling ratio in GWAS [optional]"), + make_option("--test", action="store", default=NA, type='character', + help="Specify number of SNPs to include [optional]"), + make_option("--binary", action="store", default=F, type='logical', + help="Specify T if GWAS phenotyp is binary [optional]"), + make_option("--seed", action="store", default=1, type='numeric', + help="Set seed to ensure reproducibility [optional]"), + make_option("--sumstats", action="store", default=NULL, type='character', + help="GWAS summary statistics [required]") +) + +opt = parse_args(OptionParser(option_list = option_list)) + +# Load dependencies +library(GenoUtils) +library(data.table) +source('../functions/misc.R') +source_all('../functions') +library(bigsnpr) +library(ggplot2) + +# Check required inputs +if(is.null(opt$ref_plink_chr)){ + stop('--ref_plink_chr must be specified.\n') +} +if(is.null(opt$ldpred2_ref_dir)){ + stop('--ldpred2_ref_dir must be specified.\n') +} +if(is.null(opt$sumstats)){ + stop('--sumstats must be specified.\n') +} +if(is.null(opt$pop_data)){ + stop('--pop_data must be specified.\n') +} +if(is.null(opt$output)){ + stop('--output must be specified.\n') +} + +# Create output directory +opt$output_dir <- paste0(dirname(opt$output),'/') +system(paste0('mkdir -p ',opt$output_dir)) + +# Create temp directory +tmp_dir<-tempdir() + +# Initiate log file +log_file <- paste0(opt$output,'.log') +log_header(log_file = log_file, opt = opt, script = 'lassosum2.R', start.time = start.time) + +# If testing, change CHROMS to chr value +if(!is.na(opt$test) && opt$test == 'NA'){ + opt$test<-NA +} +if(!is.na(opt$test)){ + CHROMS <- as.numeric(gsub('chr','',opt$test)) +} + +# Format the binary parameter +if(!is.logical(opt$binary)){ + opt$binary <- ifelse(opt$binary == 'T', T, F) +} + +if(opt$binary & is.null(opt$sample_prev)){ + stop('--sample_prev must be specified when --binary T.\n') +} + +##### +# Read in sumstats +##### + +log_add(log_file = log_file, message = 'Reading in GWAS.') + +# Read in, check and format GWAS summary statistics +sumstats <- read_sumstats(sumstats = opt$sumstats, chr = CHROMS, log_file = log_file, req_cols = c('CHR','SNP','BP','A1','A2','BETA','SE','N','P')) + +# Update header for bigsnpr +names(sumstats)<-c('chr','rsid','pos','a1','a0','beta','beta_se','n_eff','p') + +# In binary, update N to be effective N based on opt$sample_prev +if(opt$binary){ + ncas<-sumstats$n_eff*opt$sample_prev + ncon<-sumstats$n_eff*(1-opt$sample_prev) + sumstats$n_eff<-4 / (1/ncas + 1/ncon) + log_add(log_file = log_file, message = paste0('Median effective N = ', median(sumstats$n_eff))) +} + +# Record start time for test +if(!is.na(opt$test)){ + test_start.time <- test_start(log_file = log_file) +} + +# Harmonise with the LDpred2 reference +map<-readRDS(paste0(opt$ldpred2_ref_dir, '/map.rds')) +names(map)[names(map) == 'af_UKBB']<-'af' +map<-map[, c('chr', 'pos', 'a0', 'a1', 'af', 'ld')] +info_snp <- snp_match(sumstats, map) + +##### +# Perform additional suggested QC for LDpred2 +##### + +# Remove SDss < 0.5 * SDval or SDss > 0.1 + SDval or SDss < 0.1 or SDval < 0.05 +sd_val <- with(info_snp, sqrt(2 * af * (1 - af))) + +if(opt$binary == F){ + sd_y_est = median(sd_val * info_snp$beta_se * sqrt(info_snp$n_eff)) + sd_ss = with(info_snp, sd_y_est / sqrt(n_eff * beta_se^2)) +} else { + sd_ss <- with(info_snp, 2 / sqrt(n_eff * beta_se^2)) +} + +is_bad <-sd_ss < (0.5 * sd_val) | sd_ss > (sd_val + 0.1) | sd_ss < 0.1 | sd_val < 0.05 + +png(paste0(opt$output_dir,'/LDpred2_sd_qc.png'), res=300, unit='px',height=2000, width=2000) + plot_obj <- qplot(sd_val, sd_ss, color = is_bad) + + theme_bigstatsr() + + coord_equal() + + scale_color_viridis_d(direction = -1) + + geom_abline(linetype = 2, color = "red") + + labs(x = "Standard deviations in the validation set", + y = "Standard deviations derived from the summary statistics", + color = "Removed?") + print(plot_obj) +dev.off() + +log_add(log_file = log_file, message = paste0('Sumstats contains ', nrow(info_snp[!is_bad, ]),' after additional genotype SD check.')) + +sumstats<-info_snp[!is_bad, ] + +# If more than half the variants have the wrong SD then the N is probably inaccurate +# Recompute N based on BETA and SE +if(sum(is_bad) > (length(is_bad)*0.5)){ + log_add(log_file = log_file, message = paste0('>50% of variants had a discordant SD.')) + stop('>50% of variants had a discordant SD. Check the sample size in the sumstats.') +} + +##### +# Prepare LD reference data +##### + +log_add(log_file = log_file, message = 'Creating genome-wide sparse matrix.') + +# Create genome-wide sparse LD matrix +for (chr in CHROMS) { + ## indices in 'sumstats' + ind.chr <- which(sumstats$chr == chr) + ## indices in 'map' + ind.chr2 <- sumstats$`_NUM_ID_`[ind.chr] + ## indices in 'corr_chr' + ind.chr3 <- match(ind.chr2, which(map$chr == chr)) + + corr0 <- readRDS(paste0(opt$ldpred2_ref_dir, '/LD_with_blocks_chr', chr, '.rds'))[ind.chr3, ind.chr3] + + if (chr == CHROMS[1]) { + corr <- as_SFBM(corr0, paste0(tmp_dir, '/LD_GW_sparse'), compact = TRUE) + } else { + corr$add_columns(corr0, nrow(corr)) + } +} + +##### +# Run lassosum2 +##### + +log_add(log_file = log_file, message = 'Running lassosum2.') + +# Set seed to ensure reproducibility +set.seed(opt$seed) + +# lassosum2 +beta_df <- snp_lassosum2( + corr, + sumstats, + ncores = opt$n_cores +) + +#### +# Create score file +#### + +# Convert matrix to data.table with column names +beta_dt <- as.data.table(beta_df) +grid <- attr(beta_df, "grid_param") +new_names <- paste0("s", grid$delta, "_lambda", grid$lambda) +setnames(beta_dt, new_names) + +betas <- data.table(SNP=sumstats$rsid, A1=sumstats$a1, A2=sumstats$a0, beta_dt) + +rem<-NULL +for(i in 4:length(names(betas))){ + if(is.infinite(sum(betas[[names(betas)[i]]])) | is.na(sum(betas[[names(betas)[i]]]))){ + log_add(log_file = log_file, message = paste0('Skipping ',names(betas)[i],' due to presence of non-finite values.')) + rem<-c(rem,i) + } +} + +if(is.null(rem) == F){ + betas<-betas[, -rem, with=F] +} + +names(betas)[-1:-3] <- paste0('SCORE_', names(betas)[-1:-3]) + +# Flip effects to match reference alleles +ref <- read_pvar(opt$ref_plink_chr, chr = CHROMS)[, c('SNP','A1','A2'), with=F] +score_new <- map_score(ref = ref, score = betas) + +# Reduce number of significant figures to save space +score_new[, (4:ncol(score_new)) := lapply(.SD, signif, digits = 7), .SDcols = 4:ncol(score_new)] + +fwrite(score_new, paste0(opt$output,'.score'), col.names=T, sep=' ', quote=F) + +if(file.exists(paste0(opt$output,'.score.gz'))){ + system(paste0('rm ',opt$output,'.score.gz')) +} + +system(paste0('gzip ',opt$output,'.score')) + +# Record end time of test +if(!is.na(opt$test)){ + test_finish(log_file = log_file, test_start.time = test_start.time) +} + +end.time <- Sys.time() +time.taken <- end.time - start.time +sink(file = log_file, append = T) +cat('Analysis finished at', as.character(end.time),'\n') +cat('Analysis duration was', as.character(round(time.taken,2)), attr(time.taken, 'units'), '\n') +sink() diff --git a/docs/CrossPop.Rmd b/docs/CrossPop.Rmd index 6d4195ef..300532ed 100644 --- a/docs/CrossPop.Rmd +++ b/docs/CrossPop.Rmd @@ -7104,7 +7104,7 @@ config<-c( "config_file: /users/k1806347/oliverpainfel/Data/ukb/GenoPred/configs/crosspop/config_meta.yaml", "gwas_list: /users/k1806347/oliverpainfel/Data/ukb/GenoPred/configs/crosspop/gwas_list_meta.txt", "target_list: /users/k1806347/oliverpainfel/Data/ukb/GenoPred/configs/basic/target_list.txt", - "pgs_methods: ['quickprs','sbayesrc','ldpred2','ptclump','dbslmm']", + "pgs_methods: ['quickprs','sbayesrc','ldpred2','ptclump','dbslmm','lassosum2']", # "pgs_methods: ['ptclump','quickprs','dbslmm','lassosum','megaprs','prscs','ldpred2','sbayesrc']", "cores_prep_pgs: 10", "cores_target_pgs: 50", diff --git a/functions/constants.R b/functions/constants.R index d04161bb..ff8899c9 100644 --- a/functions/constants.R +++ b/functions/constants.R @@ -37,13 +37,13 @@ ref_pop <- data.frame( # Make a data.frame giving labels to the 1KG reference populations pgs_method_labels <- data.frame( - method = c('ptclump','dbslmm','ldpred2','sbayesr','sbayesrc','lassosum','prscs','megaprs','quickprs','external','prscsx','xwing','ptclump_multi','dbslmm_multi','ldpred2_multi','sbayesr_multi','sbayesrc_multi','lassosum_multi','prscs_multi','megaprs_multi','quickprs_multi','tlprs_dbslmm','tlprs_sbayesrc','tlprs_quickprs','tlprs_ldpred2'), - label = c('pT+clump','DBSLMM','LDpred2','SBayesR','SBayesRC','lassosum','PRS-CS','MegaPRS','QuickPRS','External','PRS-CSx','X-Wing','pT+clump-multi','DBSLMM-multi','LDpred2-multi','SBayesR-multi','SBayesRC-multi','lassosum-multi','PRS-CS-multi','MegaPRS-multi','QuickPRS-multi','TL-DBSLMM','TL-SBayesRC','TL-QuickPRS','TL-LDpred2') + method = c('ptclump','dbslmm','ldpred2','sbayesr','sbayesrc','lassosum','lassosum2','prscs','megaprs','quickprs','external','prscsx','xwing','ptclump_multi','dbslmm_multi','ldpred2_multi','sbayesr_multi','sbayesrc_multi','lassosum_multi','prscs_multi','megaprs_multi','quickprs_multi','tlprs_dbslmm','tlprs_sbayesrc','tlprs_quickprs','tlprs_ldpred2'), + label = c('pT+clump','DBSLMM','LDpred2','SBayesR','SBayesRC','lassosum','lassosum2','PRS-CS','MegaPRS','QuickPRS','External','PRS-CSx','X-Wing','pT+clump-multi','DBSLMM-multi','LDpred2-multi','SBayesR-multi','SBayesRC-multi','lassosum-multi','PRS-CS-multi','MegaPRS-multi','QuickPRS-multi','TL-DBSLMM','TL-SBayesRC','TL-QuickPRS','TL-LDpred2') ) pgs_method_labels<-pgs_method_labels[order(pgs_method_labels$method),] # Make vector indicating single source pgs_methods that can be applied to non-european GWAS -pgs_methods_noneur <- c('ptclump','lassosum','megaprs','prscs','dbslmm','ldpred2','quickprs','sbayesrc') +pgs_methods_noneur <- c('ptclump','lassosum','lassosum2','megaprs','prscs','dbslmm','ldpred2','quickprs','sbayesrc') # Make vector indicating pgs_methods that are to be applied to gwas_groups pgs_group_methods <- c('prscsx','xwing') diff --git a/functions/pipeline.R b/functions/pipeline.R index 06af977e..ba80b5ba 100644 --- a/functions/pipeline.R +++ b/functions/pipeline.R @@ -369,6 +369,10 @@ find_pseudo <- function(config, gwas, pgs_method, target_pop = NULL){ if(pgs_method == 'ldpred2'){ pseudo_val <- 'beta_auto' } + if(pgs_method == 'lassosum2'){ + col_names <- names(fread(paste0(outdir,'/reference/pgs_score_files/',pgs_method,'/',gwas,'/ref-',gwas,'.score.gz'), nrows = 0)) + pseudo_val <- gsub('SCORE_', '', col_names[length(col_names)]) + } if(pgs_method == 'prscs'){ pseudo_val <- 'phi_auto' } diff --git a/pipeline/rules/dependencies.smk b/pipeline/rules/dependencies.smk index d3571dff..e5ad71a8 100644 --- a/pipeline/rules/dependencies.smk +++ b/pipeline/rules/dependencies.smk @@ -444,7 +444,7 @@ def check_pgs_methods(x): return valid_pgs_methods = { - "ptclump", "dbslmm", "prscs", "sbayesr","sbayesrc", "lassosum", "ldpred2", "megaprs", "quickprs", "xwing", "prscsx", "bridgeprs" + "ptclump", "dbslmm", "prscs", "sbayesr","sbayesrc", "lassosum", "ldpred2", "lassosum2", "megaprs", "quickprs", "xwing", "prscsx", "bridgeprs" } invalid_methods = [method for method in x if method not in valid_pgs_methods] @@ -458,7 +458,7 @@ check_pgs_methods(config['pgs_methods']) # Check valid tlprs_methods are specified def check_tlprs_methods(config): valid_tlprs_methods = { - "ptclump", "dbslmm", "prscs", "sbayesrc", "lassosum", "ldpred2", "megaprs", "quickprs" + "ptclump", "dbslmm", "prscs", "sbayesrc", "lassosum", "ldpred2", "lassosum2", "megaprs", "quickprs" } # Check if 'tlprs_methods' is empty @@ -475,7 +475,7 @@ check_tlprs_methods(config) # Check valid leopard_methods are specified def check_leopard_methods(config): valid_leopard_methods = { - "ptclump", "dbslmm", "prscs", "sbayesrc", "lassosum", "ldpred2", "megaprs","quickprs" + "ptclump", "dbslmm", "prscs", "sbayesrc", "lassosum", "ldpred2", "lassosum2", "megaprs","quickprs" } # Check if 'leopard_methods' is empty diff --git a/pipeline/rules/pgs_methods.smk b/pipeline/rules/pgs_methods.smk index 7ec1fa9a..60315e23 100644 --- a/pipeline/rules/pgs_methods.smk +++ b/pipeline/rules/pgs_methods.smk @@ -340,6 +340,49 @@ rule prep_pgs_ldpred2_i: rule prep_pgs_ldpred2: input: expand(f"{outdir}/reference/pgs_score_files/ldpred2/{{gwas}}/ref-{{gwas}}.score.gz", gwas=gwas_list_df['name']) +## +# lassosum2 +## + +rule prep_pgs_lassosum2_i: + resources: + mem_mb=30000, + time_min=2800 + threads: config['cores_prep_pgs'] + input: + f"{outdir}/reference/gwas_sumstat/{{gwas}}/{{gwas}}-cleaned.gz", + lambda w: f"{ldpred2_ldref}/" + gwas_list_df.loc[gwas_list_df['name'] == "{}".format(w.gwas), 'population'].iloc[0] + "/map.rds", + f"{outdir}/reference/pc_score_files/TRANS/ref-TRANS-pcs.EUR.scale" + output: + f"{outdir}/reference/pgs_score_files/lassosum2/{{gwas}}/ref-{{gwas}}.score.gz" + benchmark: + f"{outdir}/reference/benchmarks/prep_pgs_lassosum2_i-{{gwas}}.txt" + log: + f"{outdir}/reference/logs/prep_pgs_lassosum2_i-{{gwas}}.log" + conda: + "../envs/analysis.yaml" + params: + population= lambda w: gwas_list_df.loc[gwas_list_df['name'] == "{}".format(w.gwas), 'population'].iloc[0], + sampling= lambda w: gwas_list_df.loc[gwas_list_df['name'] == "{}".format(w.gwas), 'sampling'].iloc[0], + binary=lambda w: 'T' if not pd.isna(gwas_list_df.loc[gwas_list_df['name'] == "{}".format(w.gwas), 'sampling'].iloc[0]) else 'F', + testing=config["testing"] + shell: + "export OPENBLAS_NUM_THREADS=1; \ + Rscript ../Scripts/pgs_methods/lassosum2.R \ + --ref_plink_chr {refdir}/ref.chr \ + --ldpred2_ref_dir {ldpred2_ldref}/{params.population} \ + --ref_pcs {outdir}/reference/pc_score_files/TRANS/ref-TRANS-pcs.profiles \ + --sumstats {outdir}/reference/gwas_sumstat/{wildcards.gwas}/{wildcards.gwas}-cleaned.gz \ + --n_cores {threads} \ + --output {outdir}/reference/pgs_score_files/lassosum2/{wildcards.gwas}/ref-{wildcards.gwas} \ + --pop_data {refdir}/ref.pop.txt \ + --binary {params.binary} \ + --sample_prev {params.sampling} \ + --test {params.testing} > {log} 2>&1" + +rule prep_pgs_lassosum2: + input: expand(f"{outdir}/reference/pgs_score_files/lassosum2/{{gwas}}/ref-{{gwas}}.score.gz", gwas=gwas_list_df['name']) + ## # LDAK MegaPRS ## @@ -666,7 +709,7 @@ rule leopard_quickprs: #### # Define the single_source methods that can be applied to non-EUR data -single_source_methods = {"ptclump", "dbslmm", "prscs", "sbayesrc", "lassosum", "ldpred2", "megaprs", "quickprs"} +single_source_methods = {"ptclump", "dbslmm", "prscs", "sbayesrc", "lassosum", "ldpred2", "lassosum2", "megaprs", "quickprs"} # Find which single source methods have been requested requested_single_source_methods = list(single_source_methods.intersection(pgs_methods_all)) @@ -961,6 +1004,8 @@ if 'lassosum' in pgs_methods_all: pgs_methods_input.append(rules.prep_pgs_lassosum.input) if 'ldpred2' in pgs_methods_all: pgs_methods_input.append(rules.prep_pgs_ldpred2.input) +if 'lassosum2' in pgs_methods_all: + pgs_methods_input.append(rules.prep_pgs_lassosum2.input) if 'megaprs' in pgs_methods_all: pgs_methods_input.append(rules.prep_pgs_megaprs.input) if 'quickprs' in pgs_methods_all: From 2c0b9fe5ee98b48303da1c3db346f5f322aad950 Mon Sep 17 00:00:00 2001 From: Ollie Date: Tue, 17 Jun 2025 10:00:44 +0100 Subject: [PATCH 03/13] Added lassosum2 docs --- docs/CrossPop.Rmd | 27 ++++- docs/CrossPop.html | 27 ++++- docs/Images/CrossPop_2025/average_r_meta.png | Bin 20897 -> 22413 bytes docs/Images/CrossPop_2025/trait_r_meta.png | Bin 0 -> 171067 bytes .../pipeline_schematic_groups_lowdef.png | Bin 374063 -> 374761 bytes docs/pipeline_readme.Rmd | 10 +- docs/pipeline_readme.html | 58 ++------- docs/pipeline_technical.Rmd | 37 +++--- docs/pipeline_technical.html | 110 ++++++++++++++++-- pipeline/config.yaml | 4 +- .../example_input/config.multisource.yaml | 2 +- pipeline/example_input/config.yaml | 2 +- 12 files changed, 194 insertions(+), 83 deletions(-) create mode 100644 docs/Images/CrossPop_2025/trait_r_meta.png diff --git a/docs/CrossPop.Rmd b/docs/CrossPop.Rmd index 300532ed..1e1a1d52 100644 --- a/docs/CrossPop.Rmd +++ b/docs/CrossPop.Rmd @@ -7065,6 +7065,13 @@ cp ~/oliverpainfel/Analyses/crosspop/plots_three_pop/average_r.png /scratch/prj/ Here we will use GWAS sumtats that were used in the original GenoPred paper. These GWAS are from a range of sources, often large meta-analyses, which can lead to greater mispecification in the sumstats, which can impact the performance of some PGS methods. This is to provide more confidence in the performance of SBayesRC and QuickPRS relative to other methods. +
+ +**Note**: I am using this opportunity to evaluate lassosum2, which is not included in other analyses in this project. + +
+ + *** ### PGS calculation @@ -7382,7 +7389,7 @@ for(pheno_i in phenos){ # Remove pseudo model for methods that don't really have one eval_i <- eval_i[ - !(eval_i$Method %in% c('ptclump') & + !(eval_i$Method %in% c('ptclump','lassosum2') & eval_i$Model %in% c('SumStatTune')),] res_eval[[pheno_i]]<-eval_i @@ -7390,7 +7397,7 @@ for(pheno_i in phenos){ } # Create vector defining or of methods in plots -model_order <- c("DBSLMM", "lassosum", "LDpred2", "MegaPRS", "PRS-CS", "pT+clump", "QuickPRS", "SBayesRC") +model_order <- c("DBSLMM", "lassosum",'lassosum2', "LDpred2", "MegaPRS", "PRS-CS", "pT+clump", "QuickPRS", "SBayesRC") res_eval_simp <- NULL for(pheno_i in phenos){ @@ -7407,6 +7414,7 @@ for(pheno_i in phenos){ # Plot results for each phenotype separately dir.create('~/oliverpainfel/Analyses/crosspop/plots_meta') +png(paste0('~/oliverpainfel/Analyses/crosspop/plots_meta/trait_r.png'), res=100, width = 1200, height = 900, units = 'px') ggplot(res_eval_simp, aes(x=label, y=R , fill = Model)) + geom_errorbar(aes(ymin = R - SE, ymax = R + SE), width = 0, @@ -7422,6 +7430,7 @@ ggplot(res_eval_simp, aes(x=label, y=R , fill = Model)) + legend.position = "top", legend.key.spacing.x = unit(1, "cm"), legend.justification = "center") +dev.off() #### # Average results across phenotypes @@ -7508,9 +7517,11 @@ dev.off() cp ~/oliverpainfel/Analyses/crosspop/plots_meta/average_r.png /scratch/prj/oliverpainfel/Software/MyGit/GenoPred/docs/Images/CrossPop_2025/average_r_meta.png +cp ~/oliverpainfel/Analyses/crosspop/plots_meta/trait_r.png /scratch/prj/oliverpainfel/Software/MyGit/GenoPred/docs/Images/CrossPop_2025/trait_r_meta.png + ``` -
Show results +
Show average results
@@ -7520,6 +7531,16 @@ cp ~/oliverpainfel/Analyses/crosspop/plots_meta/average_r.png /scratch/prj/olive
+
Show trait-specific results + +
+
+ +
+
+ +
+ *** ## Using downsampled GWAS diff --git a/docs/CrossPop.html b/docs/CrossPop.html index 12989093..f433f96b 100644 --- a/docs/CrossPop.html +++ b/docs/CrossPop.html @@ -439,6 +439,9 @@
  • Translating Polygenic Scores onto the Absolute Scale
  • +
  • + Cross-Ancestry Polygenic Prediction +
  • @@ -11383,6 +11386,10 @@

    Using external GWAS sumstats

    sumstats, which can impact the performance of some PGS methods. This is to provide more confidence in the performance of SBayesRC and QuickPRS relative to other methods.

    +
    +

    Note: I am using this opportunity to evaluate +lassosum2, which is not included in other analyses in this project.

    +

    PGS calculation

    @@ -11423,7 +11430,7 @@

    "config_file: /users/k1806347/oliverpainfel/Data/ukb/GenoPred/configs/crosspop/config_meta.yaml", "gwas_list: /users/k1806347/oliverpainfel/Data/ukb/GenoPred/configs/crosspop/gwas_list_meta.txt", "target_list: /users/k1806347/oliverpainfel/Data/ukb/GenoPred/configs/basic/target_list.txt", - "pgs_methods: ['quickprs','sbayesrc','ldpred2','ptclump','dbslmm']", + "pgs_methods: ['quickprs','sbayesrc','ldpred2','ptclump','dbslmm','lassosum2']", # "pgs_methods: ['ptclump','quickprs','dbslmm','lassosum','megaprs','prscs','ldpred2','sbayesrc']", "cores_prep_pgs: 10", "cores_target_pgs: 50", @@ -11689,7 +11696,7 @@

    # Remove pseudo model for methods that don't really have one eval_i <- eval_i[ - !(eval_i$Method %in% c('ptclump') & + !(eval_i$Method %in% c('ptclump','lassosum2') & eval_i$Model %in% c('SumStatTune')),] res_eval[[pheno_i]]<-eval_i @@ -11697,7 +11704,7 @@

    } # Create vector defining or of methods in plots -model_order <- c("DBSLMM", "lassosum", "LDpred2", "MegaPRS", "PRS-CS", "pT+clump", "QuickPRS", "SBayesRC") +model_order <- c("DBSLMM", "lassosum",'lassosum2', "LDpred2", "MegaPRS", "PRS-CS", "pT+clump", "QuickPRS", "SBayesRC") res_eval_simp <- NULL for(pheno_i in phenos){ @@ -11714,6 +11721,7 @@

    # Plot results for each phenotype separately dir.create('~/oliverpainfel/Analyses/crosspop/plots_meta') +png(paste0('~/oliverpainfel/Analyses/crosspop/plots_meta/trait_r.png'), res=100, width = 1200, height = 900, units = 'px') ggplot(res_eval_simp, aes(x=label, y=R , fill = Model)) + geom_errorbar(aes(ymin = R - SE, ymax = R + SE), width = 0, @@ -11729,6 +11737,7 @@

    legend.position = "top", legend.key.spacing.x = unit(1, "cm"), legend.justification = "center") +dev.off() #### # Average results across phenotypes @@ -11810,7 +11819,7 @@

  • -Show results +Show average results
    @@ -11818,6 +11827,16 @@

    +
    + +Show trait-specific results + +
    +
    +

    +
    +
    +

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zPa6DV@f@v$J9=C!f11~>`8xUO%%Fh{`RihpZ_^>|GzPc(<)QOKWs?l~!*;kYXs+5c zxW)-L&(gK8rKQcaHd)lJZQYuW8GdbcaqF6&R3qDbFV>Ym&CmSv+5hEF%Ky*D{MVn- gUGC%G@8naxh&zuLT}fN#B(IqLFlqE}BWJGrACeljFaQ7m diff --git a/docs/pipeline_readme.Rmd b/docs/pipeline_readme.Rmd index 45885cf5..8b26c521 100644 --- a/docs/pipeline_readme.Rmd +++ b/docs/pipeline_readme.Rmd @@ -271,7 +271,7 @@ config <- list( pgs_methods = list( description = 'List of polygenic scoring methods to run', example = "`['ptclump','dbslmm']`", - note = "Options are: `ptclump`, `dbslmm`, `prscs`, `sbayesr`, `lassosum`, `ldpred2`, `megaprs`. **Note.** `sbayesr` and `ldpred2` are only implemented for GWAS of EUR ancestry." + note = "Options are: `ptclump`, `dbslmm`, `prscs`, `sbayesr`, `lassosum`, `lassosum2`, `ldpred2`, `megaprs`. **Note.** By default, `sbayesr`, `lassosum2`, and `ldpred2` are only implemented for GWAS of EUR ancestry." ), testing = list( description = 'Controls testing mode', @@ -555,7 +555,7 @@ target_list: example_input/target_list.txt # Specify location of score_list file score_list: example_input/score_list.txt -# Specify pgs_methods ('ptclump','dbslmm','prscs','sbayesr','lassosum','ldpred2','megaprs') +# Specify pgs_methods pgs_methods: ['ptclump','dbslmm'] # Specify if you want test mode. Set to NA if you don't want test mode @@ -818,7 +818,7 @@ The GenoPred pipeline has many potential outputs. Here is a detailed schematic d
    - +
    @@ -1460,7 +1460,7 @@ gwas_groups: example_input/gwas_groups.multisource.txt # Specify location of target_list file target_list: example_input/target_list.txt -# Specify pgs_methods ('ptclump','dbslmm','prscs','sbayesr','lassosum','ldpred2','megaprs') +# Specify pgs_methods pgs_methods: ['lassosum'] # Specify methods for which PGS should be combined using LEOPARD+QuickPRS @@ -1575,7 +1575,7 @@ The relevant `configfile` parameters are: - `sbayesr_ldref`: for **SBayesR** - `sbayesrc_ldref`: for **SBayesRC** -- `ldpred2_ldref`: for **LDpred2** +- `ldpred2_ldref`: for **LDpred2** and **lassosum2** - `quickprs_ref`: for **QuickPRS** - `quickprs_multi_ldref`: for **LEOPARD+QuickPRS** diff --git a/docs/pipeline_readme.html b/docs/pipeline_readme.html index 13202138..dbe33f2c 100644 --- a/docs/pipeline_readme.html +++ b/docs/pipeline_readme.html @@ -570,44 +570,15 @@

    Step 1: Download GenoPred repository

    -<<<<<<< HEAD -

    Step 2: Create software environment for pipeline

    -

    Conda is a software environment management system that simplifies -installing and managing dependencies. We recommend using Miniforge — a -minimal conda installer that comes with Mamba, a fast drop-in -replacement for conda.

    -

    If you don’t already have Miniforge installed, you can install it -using the commands below:

    -
    # Download and install Miniforge (for Linux)
    -wget https://github.com/conda-forge/miniforge/releases/download/24.11.3-0/Miniforge3-24.11.3-0-Linux-x86_64.sh
    -bash Miniforge3-24.11.3-0-Linux-x86_64.sh
    -

    Accept the default installation options. Once installed, you may need -to run source ~/.bashrc or restart your terminal. You should see (base) -appear at the beginning of your terminal prompt.

    -

    Now, create the GenoPred environment using Mamba:

    -
    mamba env create -f GenoPred/pipeline/envs/pipeline.yaml
    -

    Activate the new genopred environment:

    -
    mamba activate genopred
    -
    -

    Note: If you are working on an HPC, check whether -mamba is an available module. Using the centrally installed version of -mamba may avoid issues down the road.

    -
    -=======

    Step 2: Create conda environment for pipeline

    Conda is a software environment management system which is great way for easily downloading and storing software. We will use conda to create an environment that the GenoPred pipeline will run in.

    If you don’t already have conda installed, we will install it using miniconda.

    -<<<<<<< Updated upstream -
    wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh
    -sh Miniconda3-latest-Linux-x86_64.sh
    -=======
    # Download and install Miniforge (for Linux)
     wget https://github.com/conda-forge/miniforge/releases/download/24.11.3-0/Miniforge3-24.11.3-0-Linux-x86_64.sh
     bash Miniforge3-24.11.3-0-Linux-x86_64.sh
    ->>>>>>> Stashed changes

    I would say yes to the default options. You may then need to refresh your workspace to initiate conda, by running source ~/.bashrc. You should see (base) @@ -618,16 +589,9 @@

    Step 2: Create conda environment for pipeline

    GenoPred/pipeline/envs/pipeline.yaml file. This will create an environment called genopred with some essential packages installed.

    -<<<<<<< Updated upstream -
    conda env create -f GenoPred/pipeline/envs/pipeline.yaml
    -

    Now activate the new genopred environment.

    -
    conda activate genopred
    -=======
    mamba env create -f GenoPred/pipeline/envs/pipeline.yaml

    Now activate the new genopred environment.

    mamba activate genopred
    ->>>>>>> Stashed changes ->>>>>>> 999a324 (Updated docs)
    @@ -743,9 +707,9 @@

    configfile

    ---+++ @@ -808,9 +772,10 @@

    configfile

    +lassosum2, ldpred2, megaprs. +Note. By default, sbayesr, +lassosum2, and ldpred2 are only implemented +for GWAS of EUR ancestry. @@ -1132,7 +1097,7 @@

    Step 2: Run the pipeline

    # Specify location of score_list file score_list: example_input/score_list.txt -# Specify pgs_methods ('ptclump','dbslmm','prscs','sbayesr','lassosum','ldpred2','megaprs') +# Specify pgs_methods pgs_methods: ['ptclump','dbslmm'] # Specify if you want test mode. Set to NA if you don't want test mode @@ -1576,7 +1541,7 @@

    Requesting outputs

    GenoPred pipeline.

    -

    +

    @@ -2329,7 +2294,7 @@

    Multi-source PGS methods

    # Specify location of target_list file target_list: example_input/target_list.txt -# Specify pgs_methods ('ptclump','dbslmm','prscs','sbayesr','lassosum','ldpred2','megaprs') +# Specify pgs_methods pgs_methods: ['lassosum'] # Specify methods for which PGS should be combined using LEOPARD+QuickPRS @@ -2523,7 +2488,8 @@

    Specifying alternative reference data for PGS methods

    • sbayesr_ldref: for SBayesR
    • sbayesrc_ldref: for SBayesRC
    • -
    • ldpred2_ldref: for LDpred2
    • +
    • ldpred2_ldref: for LDpred2 and +lassosum2
    • quickprs_ref: for QuickPRS
    • quickprs_multi_ldref: for LEOPARD+QuickPRS
    • diff --git a/docs/pipeline_technical.Rmd b/docs/pipeline_technical.Rmd index 07cd143e..32336190 100644 --- a/docs/pipeline_technical.Rmd +++ b/docs/pipeline_technical.Rmd @@ -24,15 +24,19 @@ library(data.table) This document provides technical details of the GenoPred pipeline. The GenoPred pipeline automates the process of calculating polygenic scores. The pipeline aims to implement the current practises for polygenic scoring. See [here](pipeline_overview.html) more general information regarding the GenoPred pipeline. -Please cite our preprint when using the pipeline: +Please cite our publication when using the pipeline: -- "Pain, O. et al. "The GenoPred Pipeline: A Comprehensive and Scalable Pipeline for Polygenic Scoring." MedRxiv 2024. https://doi.org/10.1101/2024.06.12.24308843 +- "Pain, O. et al. "The GenoPred Pipeline: A Comprehensive and Scalable Pipeline for Polygenic Scoring." Bioinformatics (2024). https://doi.org/10.1093/bioinformatics/btae551 + +If using multi-source PGS methods, please also cite our study describing their evaluation and implementation within GenoPred: + +- "Pain, O. "Leveraging Global Genetics Resources to Enhance Polygenic Prediction Across Ancestrally Diverse Populations." MedRxiv (2026). https://doi.org/10.1101/2025.03.27.25324773 If relevant, please also cite our paper comparing polygenic scoring methods and describing the reference-standardised approach: -- Pain, O. et al. "Evaluation of polygenic prediction methodology within a reference-standardized framework." PLoS genetics. https://doi.org/10.1371/journal.pgen.1009021 +- Pain, O. et al. "Evaluation of polygenic prediction methodology within a reference-standardized framework." PLoS genetics (2024). https://doi.org/10.1371/journal.pgen.1009021 -Please also cite the relevant studies for the tools and data used by the GenoPred pipeline. +Please also remember to cite the relevant studies for the tools and data used by the GenoPred pipeline. *** @@ -51,7 +55,7 @@ See [here](pipeline_readme.html#pipeline-configuration) for more information on ***
      -![Figure 1. GenoPred pipeline schematic. Shows input files, processes, outputs, and rules.](Images/pipeline_readme/pipeline_schematic_lowdef.png) +![Figure 1. GenoPred pipeline schematic. Shows input files, processes, outputs, and rules.](Images/pipeline_readme/pipeline_schematic_groups_lowdef.png)
      @@ -123,21 +127,22 @@ The GenoPred pipeline currently only implements PGS methods intended for GWAS ba ```{r, eval = T, echo = F} methods_table <- data.frame( - Method = c("DBSLMM", "lassosum", "LDpred2", "MegaPRS", "PRS-CS", "pT+clump", "SBayesR"), - Software = c("DBSLMM", "lassosum R package", "bigsnpr R package", "LDAK", "PRS-CS", "PLINK", "GCTB"), - PubMedID = c(32330416, "28480976", "33326037", "34234142", "30992449", "25722852", "31704910"), - PseudoValidationOption = c("Yes (only option)", "Yes", "Yes", "Yes", "Yes", "No", "Yes (only option)"), + Method = c("DBSLMM", "lassosum", "lassosum2", "LDpred2", "MegaPRS", "PRS-CS", "pT+clump", "SBayesR"), + Software = c("DBSLMM", "lassosum R package", "bigsnpr R package", "bigsnpr R package", "LDAK", "PRS-CS", "PLINK", "GCTB"), + PubMedID = c("32330416", "28480976", "36105883", "33326037", "34234142", "30992449", "25722852", "31704910"), + PseudoValidationOption = c("Yes (only option)", "Yes", "No", "Yes", "Yes", "Yes", "No", "Yes (only option)"), Parameters = c("SNP-heritability estimated using LD Score Regression (on liability scale for binary outcomes)", "s = 0.2, 0.5, 0.9, 1; lambda = exp(seq(log(0.001), log(0.1), length.out=20))", + "delta = 0.001, 0.01, 0.1, 1; nlambda = 30; lambda.min.ratio = 0.01", "Grid includes 126 combinations of heritability and non-zero effect fractions (p).", "Fits lasso, ridge, bolt and BayesR models, with a total of 148 sets of hyperparameters", "phi = 1e-6, 1e-4, 1e-2, 1, auto", "p-value thresholds: 1e-8, 1e-6, 1e-4, 1e-2, 0.1, 0.2, 0.3, 0.4, 0.5, 1; Clumping: r2 = 0.1; window = 250kb", "NA"), - MHCRegion = c("Not excluded", "Not excluded", "Not excluded", "Not excluded", "Not excluded", "Only top variant retained", "Excluded (as recommended)"), - LDReference = c("Population-matched 1KG+HGDP", "Population-matched 1KG+HGDP", "EUR UKB (LDpred2-provided)", "Population-matched 1KG+HGDP", "Population-matched UKB (PRS-CS provided)", "Population-matched 1KG+HGDP", "EUR UKB (GCTB-provided)"), - CPUUsage = c("40 seconds", "10 seconds", "3 minutes", "5 minutes", "35 minutes", "5 seconds", "3 minutes"), - MemoryUsage = c("450 Mb", "400 Mb", "500 Mb", "450Mb", "350 Mb", "100 Mb", "500 Mb") + MHCRegion = c("Not excluded", "Not excluded", "Not excluded", "Not excluded", "Not excluded", "Not excluded", "Only top variant retained", "Excluded (as recommended)"), + LDReference = c("Population-matched 1KG+HGDP", "Population-matched 1KG+HGDP", "EUR UKB (LDpred2-provided)", "EUR UKB (LDpred2-provided)", "Population-matched 1KG+HGDP", "Population-matched UKB (PRS-CS provided)", "Population-matched 1KG+HGDP", "EUR UKB (GCTB-provided)"), + CPUUsage = c("40 seconds", "10 seconds", "NA but it is quick", "3 minutes", "5 minutes", "35 minutes", "5 seconds", "3 minutes"), + MemoryUsage = c("450 Mb", "400 Mb", "NA but ~500Mb", "500 Mb", "450Mb", "350 Mb", "100 Mb", "500 Mb") ) names(methods_table) <- c('Method','Software','PubMed ID', 'Pseudovalidation Option','Parameters','MHC Region','LD Reference','CPU usage*','Memory Usage*') @@ -165,6 +170,12 @@ lassosum, an R package, applies the LASSO method for constructing PGS, is implem *** +#### lassosum2 + +lassosum2 is an updated version of the original lassosum method and is implemented in the bigsnpr R package. It performs penalised regression on GWAS summary statistics using an elastic net–like approach, balancing L1 and L2 penalties through a grid of hyperparameters: the shrinkage parameter lambda and the sparsity parameter delta. Lassosum2 can be run efficiently on sparse LD matrices derived from reference data, and is particularly suited for traits where variable selection may be beneficial. In GenoPred, lassosum2 is run using the script [pgs_methods/lassosum2.R](https://github.com/opain/GenoPred/blob/master/Scripts/pgs_methods/lassosum2.R). GenoPred uses bigsnpr v1.12.2 with the default grid of lambda and delta values, and performs GWAS quality control as recommended by the authors. LD matrices used by lassosum2 are precomputed from European individuals in the UK Biobank and applied only to GWAS based on a EUR population. Alternative LD reference panels can be specified for other populations ([see here](pipeline_readme.html#specifying-alternative-reference-data-for-pgs-methods)). + +*** + #### LDpred2 LDpred2, part of the bigsnpr R package, operates in 'inf', 'grid', and 'auto' modes. The 'inf' mode is better suited for highly polygenic traits, whereas 'grid' and 'auto' adjust effect sizes using various hyperparameters, including SNP heritability. In GenoPred, LDpred2 is run using the script [pgs_methods/ldpred2](https://github.com/opain/GenoPred/blob/master/Scripts/pgs_methods/ldpred2.R).R. GenoPred uses bigsnpr v1.12.2, with the default LDpred2 grid search, and recommended GWAS quality control checks. GenoPred employs LDpred2's precomputed LD matrices based on the European individuals from the UK Biobank, and it is applied only to GWAS based on a EUR population. The user can specify alternative LD reference data to include additional populations ([see here](pipeline_readme.html#specifying-alternative-reference-data-for-pgs-methods)). If the SNP-h2 estimated using LDSC is <0.05, the SNP-heritability used by LDpred2 is set to 0.05. diff --git a/docs/pipeline_technical.html b/docs/pipeline_technical.html index 49ef0bb9..f678bc41 100644 --- a/docs/pipeline_technical.html +++ b/docs/pipeline_technical.html @@ -80,6 +80,41 @@ gtag('config', 'G-YR18ZB3PR3'); + + + +
    ['ptclump','dbslmm'] Options are: ptclump, dbslmm, prscs, sbayesr, lassosum, -ldpred2, megaprs. Note. -sbayesr and ldpred2 are only implemented for -GWAS of EUR ancestry.
    testing