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32 changes: 29 additions & 3 deletions ASCAT/R/ascat.runAscat.R
Original file line number Diff line number Diff line change
Expand Up @@ -107,6 +107,14 @@ ascat.runAscat = function(ASCATobj, gamma = 0.55, pdfPlot = FALSE, y_limit = 5,
names(psi) = colnames(n1)
names(goodnessOfFit) = colnames(n1)

# Save alternative solutions
alternative_solutions_list = list()
for (i in 1:length(goodarrays)) {
alternative_solutions_list[[i]] = res[[goodarrays[i]]]$alternative_solutions
}
alternative_solutions <- do.call("rbind", alternative_solutions_list)
alternative_solutions <- as.data.frame(alternative_solutions)

seg = NULL
for (i in 1:length(goodarrays)) {
segje = res[[goodarrays[i]]]$seg
Expand Down Expand Up @@ -177,10 +185,12 @@ ascat.runAscat = function(ASCATobj, gamma = 0.55, pdfPlot = FALSE, y_limit = 5,
seg = NULL
seg_raw = NULL
distance_matrix = NULL
alternative_solutions = NULL
}

return(list(nA = n1, nB = n2, purity = tp, aberrantcellfraction = tp, ploidy = ploidy, psi = psi, goodnessOfFit = goodnessOfFit,
failedarrays = fa, nonaberrantarrays = naarrays, segments = seg, segments_raw = seg_raw, distance_matrix = distance_matrix))
failedarrays = fa, nonaberrantarrays = naarrays, segments = seg, segments_raw = seg_raw, distance_matrix = distance_matrix,
alternative_solutions = alternative_solutions))
}

#' @title runASCAT
Expand Down Expand Up @@ -264,9 +274,23 @@ runASCAT = function(lrr, baf, lrrsegmented, bafsegmented, gender, SNPpos, chromo
nropt = 0
localmin = NULL
optima = list()
alt.sol = data.frame()

if (!failedqualitycheck && is.na(rho_manual)) {

inv.d <- 1/d
alt.ploidy <- cbind(as.numeric(rownames(inv.d)),apply(inv.d,1,max))
alt.cellularity <- cbind(as.numeric(colnames(inv.d)),apply(inv.d,2,max))
alt.p.indx <- which(diff(sign(diff(alt.ploidy[,2]))) == -2) + 1
alt.c.indx <- apply(inv.d[rownames(alt.ploidy[alt.p.indx,,drop=F]),,drop=F],1,function(x){ which(x == max(x))})
if(length(ascat.runAscat) > 0){
alt.sol <- cbind(alt.ploidy[alt.p.indx,1,drop=F], alt.cellularity[alt.c.indx,,drop=F])
colnames(alt.sol) <- c('psi_ploidy', 'rho_aberrant_cell_fraction', 'goodness_of_fit')
alt.sol <- alt.sol[order(alt.sol[,3],decreasing=T),,drop=F]
rownames(alt.sol) <- 1:nrow(alt.sol)
alt.sol[,3] <- (1-((1/alt.sol[,3])/TheoretMaxdist)) * 100
}

# first, try with all filters
for (i in 4:(dim(d)[1]-3)) {
for (j in 4:(dim(d)[2]-3)) {
Expand Down Expand Up @@ -742,7 +766,8 @@ runASCAT = function(lrr, baf, lrrsegmented, bafsegmented, gender, SNPpos, chromo
}

return(list(rho = rho_opt1, psi = psi_opt1, goodnessOfFit = goodnessOfFit_opt1, nonaberrant = nonaberrant,
nA = n1all, nB = n2all, seg = seg, seg_raw = seg_raw, distance_matrix = d))
nA = n1all, nB = n2all, seg = seg, seg_raw = seg_raw, distance_matrix = d,
alternative_solutions = alt.sol))

} else {

Expand All @@ -753,7 +778,8 @@ runASCAT = function(lrr, baf, lrrsegmented, bafsegmented, gender, SNPpos, chromo
dev.off()

warning(paste("ASCAT could not find an optimal ploidy and purity value for sample ", name, ".\n", sep=""))
return(list(rho = NA, psi = NA, goodnessOfFit = NA, nonaberrant = FALSE, nA = NA, nB = NA, seg = NA, seg_raw = NA, distance_matrix = NA))
return(list(rho = NA, psi = NA, goodnessOfFit = NA, nonaberrant = FALSE, nA = NA, nB = NA, seg = NA, seg_raw = NA, distance_matrix = NA,
alternative_solutions = NA))
}

}
Expand Down