2021-02-21 20:59:39 +01:00
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library(immuneSIM)
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2021-02-26 02:19:40 +01:00
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library(Biostrings)
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2021-02-21 20:59:39 +01:00
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2021-03-02 20:08:14 +01:00
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generate_repertoire <- function(number_of_sequences) {
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2021-03-10 12:34:20 +01:00
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return(immuneSIM(
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2021-02-25 20:00:35 +01:00
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number_of_seqs = number_of_sequences,
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species = "hs",
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receptor = "tr",
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2021-03-10 12:34:20 +01:00
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chain = "b"
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))
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2021-02-25 20:00:35 +01:00
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}
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2021-02-21 20:59:39 +01:00
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2021-03-23 19:33:32 +01:00
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save_data <- function(data) {
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Biostrings::writeXStringSet(data$sequence, "data/sequence.fasta")
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vdj_sequences <- data[-1]
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write.csv(vdj_sequences, "data/vdj_alignment.csv", row.names = FALSE)
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2021-02-26 02:19:40 +01:00
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}
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2021-03-29 20:30:16 +02:00
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process_data <- function(repertoire) {
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2021-03-23 19:33:32 +01:00
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columns <- c(
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"sequence", "v_sequence_alignment",
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"d_sequence_alignment", "j_sequence_alignment"
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)
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2021-03-11 21:03:16 +01:00
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data <- repertoire[, columns]
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2021-03-29 20:30:16 +02:00
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dna_sequence <- Biostrings::DNAStringSet(data$sequence)
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data$sequence <- Biostrings::reverseComplement(dna_sequence)
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save_data(data)
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2021-02-26 02:20:11 +01:00
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}
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2021-02-21 20:59:39 +01:00
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2021-03-29 20:30:16 +02:00
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parse_cli_arguments <- function() {
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args <- commandArgs(trailingOnly = TRUE)
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if (length(args) != 1) {
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stop("usage: repertoire.r <number of sequences>")
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2021-02-25 20:02:11 +01:00
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}
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2021-03-29 20:30:16 +02:00
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return(args[1])
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2021-02-25 20:02:11 +01:00
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}
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2021-03-29 20:30:16 +02:00
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args <- parse_cli_arguments()
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repertoire <- generate_repertoire(number_of_sequences = as.integer(args[1]))
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process_data(repertoire)
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