-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathflexify_cli.R
More file actions
323 lines (272 loc) · 11.8 KB
/
flexify_cli.R
File metadata and controls
323 lines (272 loc) · 11.8 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
#!/usr/bin/env Rscript
# =============================================================================
# Flexify — Command-Line Interface
# =============================================================================
#
# A command-line wrapper for the Flexify probe design pipeline. Supports three
# modes: probe design from Arriba input, BLAST off-target filtering, and
# handle/barcode appending to generate final synthesis-ready sequences.
#
# USAGE:
#
# Mode 1 — Design probes (default):
# Rscript flexify_cli.R --input fusions.csv --output probes.csv
# Rscript flexify_cli.R -i fusions.csv -o probes.csv --restraint 5 --mrna
#
# Mode 2 — BLAST off-target check:
# Rscript flexify_cli.R --mode blast \
# --input probes.csv --blast-db /path/to/transcriptome_db \
# --output probes_filtered.csv
#
# Mode 3 — Append handles (v1, with barcode):
# Rscript flexify_cli.R --mode finalise \
# --input selected_probes.csv --output final_probes.csv
#
# Input CSV columns required: GENE1, GENE2, probe, Barcode (integer 1-16 or "BC001"-"BC016")
#
# Mode 3 — Append handles (v2, no barcode):
# Rscript flexify_cli.R --mode finalise --assay-version v2 \
# --input selected_probes.csv --output final_probes.csv
#
# Optionally set --rhs-mode singleplex for the 4-sample kit tail (default: multiplex).
# Input CSV columns required: GENE1, GENE2, probe (no Barcode column needed)
#
# DEPENDENCIES:
# optparse, tidyverse, stringr
# flexify_core.R, flexify_offtarget.R, flexify_handles.R must be in the
# same directory as this script.
# =============================================================================
suppressPackageStartupMessages({
library(optparse)
library(tidyverse)
library(stringr)
})
# Locate the directory containing this script so helper modules can be sourced
# regardless of where the script is called from.
script_dir <- tryCatch(
dirname(normalizePath(sys.frame(1)$ofile)),
error = function(e) getwd()
)
source(file.path(script_dir, "flexify_core.R"))
source(file.path(script_dir, "flexify_offtarget.R"))
source(file.path(script_dir, "flexify_handles.R"))
# =============================================================================
# ARGUMENT DEFINITIONS
# =============================================================================
option_list <- list(
# --- General ---------------------------------------------------------------
make_option(c("-i", "--input"),
type = "character",
default = NULL,
help = "Path to input CSV file [required]",
metavar = "FILE"),
make_option(c("-o", "--output"),
type = "character",
default = NULL,
help = "Path for output CSV file [required]",
metavar = "FILE"),
make_option(c("-m", "--mode"),
type = "character",
default = "design",
help = "Pipeline mode: 'design', 'blast', or 'finalise' [default: design]",
metavar = "MODE"),
make_option("--arriba",
action = "store_true",
default = FALSE,
help = "Treat --input as an Arriba TSV file (auto-parses gene names and fusion_transcript column) [default: FALSE]"),
# --- Design mode options ---------------------------------------------------
make_option("--restraint",
type = "integer",
default = 5L,
help = "Minimum bases each gene must contribute to a probe half [default: 5]",
metavar = "INT"),
make_option("--mrna",
action = "store_true",
default = FALSE,
help = "Include mRNA target sequence column in output [default: FALSE]"),
make_option("--prioritise-rhs",
action = "store_true",
default = FALSE,
help = "Apply 0.7x score penalty to probes with junction in left half [default: FALSE]"),
make_option("--no-asterix",
action = "store_true",
default = FALSE,
help = "Do not mark the fusion breakpoint with '*' in output [default: FALSE]"),
make_option("--no-halves",
action = "store_true",
default = FALSE,
help = "Do not mark probe half boundary with '|' in output [default: FALSE]"),
# --- BLAST mode options ----------------------------------------------------
make_option("--blast-db",
type = "character",
default = NULL,
help = "Path to BLAST nucleotide database (no extension) [required for blast mode]",
metavar = "PATH"),
make_option("--min-mismatches",
type = "integer",
default = 5L,
help = "Minimum mismatches to off-target for a probe to pass [default: 5]",
metavar = "INT"),
make_option("--threads",
type = "integer",
default = 1L,
help = "Number of BLAST threads [default: 1]",
metavar = "INT"),
make_option("--keep-fails",
action = "store_true",
default = FALSE,
help = "Keep probes that fail off-target check (adds flag columns but does not filter) [default: FALSE]"),
# --- Finalise mode options -------------------------------------------------
make_option("--assay-version",
type = "character",
default = "v1",
help = "Assay version for finalise mode: 'v1' (Chromium Flex, barcode embedded) or 'v2' (GEM-X Flex, no barcode) [default: v1]",
metavar = "VERSION"),
make_option("--rhs-mode",
type = "character",
default = "multiplex",
help = "v2 RHS tail configuration: 'multiplex' (CCCATATAAGAAA) or 'singleplex' (CGGTCCTAGCAA) [default: multiplex]",
metavar = "MODE")
)
# Parse arguments
opt_parser <- OptionParser(
option_list = option_list,
description = "\nFlexify: automated fusion probe design for 10x Genomics Flex.",
epilogue = paste(
"Examples:",
" Rscript flexify_cli.R -i fusions.csv -o probes.csv",
" Rscript flexify_cli.R --mode blast -i probes.csv --blast-db /path/db -o filtered.csv",
" Rscript flexify_cli.R --mode finalise -i selected.csv -o final.csv",
sep = "\n"
)
)
opt <- parse_args(opt_parser)
# =============================================================================
# INPUT VALIDATION
# =============================================================================
if (is.null(opt$input)) {
stop("--input is required. Run with --help for usage.")
}
if (!file.exists(opt$input)) {
stop("Input file not found: ", opt$input)
}
if (is.null(opt$output)) {
stop("--output is required. Run with --help for usage.")
}
if (!opt$mode %in% c("design", "blast", "finalise")) {
stop("--mode must be one of: design, blast, finalise. Got: ", opt$mode)
}
# =============================================================================
# MODE: DESIGN
# Run probe design pipeline from an Arriba-derived fusion CSV.
# =============================================================================
if (opt$mode == "design") {
message("Flexify | Mode: design")
message(" Input: ", opt$input)
message(" Output: ", opt$output)
message(" Restraint constant: ", opt$restraint)
# Parse input: Arriba TSV directly, or generic 4-column CSV
if (isTRUE(opt$arriba)) {
message(" Input format: Arriba TSV")
cleaned_df <- tryCatch(
parse_arriba_tsv(opt$input),
error = function(e) stop("Arriba TSV parsing failed: ", conditionMessage(e))
)
} else {
message(" Input format: generic CSV")
raw_df <- read.csv(opt$input, stringsAsFactors = FALSE)
cleaned_df <- tryCatch(
process_arriba_transcript(raw_df),
error = function(e) stop("Input validation failed: ", conditionMessage(e))
)
}
n_fusions <- nrow(cleaned_df)
message(" Fusions in input: ", n_fusions)
# Run probe design
output_df <- tryCatch(
create_probes_from_arriba(
cleaned_df,
RESTRAINT_CONST = opt$restraint,
PRIORITISE_RHS_FLAG = isTRUE(opt[["prioritise-rhs"]]),
ASTERIX_FLAG = !isTRUE(opt[["no-asterix"]]),
PROBE_HALVES_FLAG = !isTRUE(opt[["no-halves"]]),
MRNA_FLAG = isTRUE(opt$mrna)
),
error = function(e) stop("Probe design failed: ", conditionMessage(e))
)
write.csv(output_df, opt$output, row.names = FALSE)
message("Done. ", nrow(output_df), " candidate probes written to: ", opt$output)
}
# =============================================================================
# MODE: BLAST
# Run BLAST off-target check on a ranked probe CSV.
# =============================================================================
if (opt$mode == "blast") {
message("Flexify | Mode: blast off-target check")
message(" Input: ", opt$input)
message(" BLAST db: ", opt[["blast-db"]])
message(" Output: ", opt$output)
if (is.null(opt[["blast-db"]])) {
stop("--blast-db is required in blast mode. Provide the path to your BLAST database.")
}
probe_df <- read.csv(opt$input, stringsAsFactors = FALSE)
message(" Probes loaded: ", nrow(probe_df))
filtered_df <- tryCatch(
run_offtarget_check(
probe_df = probe_df,
blast_db = opt[["blast-db"]],
min_mismatches = opt[["min-mismatches"]],
n_threads = opt$threads,
filter_fails = !isTRUE(opt[["keep-fails"]])
),
error = function(e) stop("BLAST check failed: ", conditionMessage(e))
)
write.csv(filtered_df, opt$output, row.names = FALSE)
message("Done. ", nrow(filtered_df), " probes written to: ", opt$output)
}
# =============================================================================
# MODE: FINALISE
# Append handle sequences and barcodes to a user-selected probe CSV.
# Input CSV must have columns: GENE1, GENE2, probe, Barcode (1-16 or BC001-BC016).
# If a 'Selected' column is present, only rows with Selected == TRUE are processed.
# =============================================================================
if (opt$mode == "finalise") {
assay_ver <- opt[["assay-version"]]
if (!assay_ver %in% c("v1", "v2")) {
stop("--assay-version must be 'v1' or 'v2'. Got: ", assay_ver)
}
is_v2 <- assay_ver == "v2"
rhs_mode <- opt[["rhs-mode"]]
if (is_v2 && !rhs_mode %in% c("multiplex", "singleplex")) {
stop("--rhs-mode must be 'multiplex' or 'singleplex'. Got: ", rhs_mode)
}
message("Flexify | Mode: finalise (append handles)")
message(" Input: ", opt$input)
message(" Output: ", opt$output)
message(" Assay version: ", assay_ver)
if (is_v2) message(" RHS mode: ", rhs_mode)
input_df <- read.csv(opt$input, stringsAsFactors = FALSE)
# If a Selected column exists, filter to marked rows only
if ("Selected" %in% colnames(input_df)) {
n_before <- nrow(input_df)
input_df <- input_df[which(input_df$Selected == TRUE | input_df$Selected == "TRUE"), ]
message(" Filtered to Selected == TRUE: ", nrow(input_df), " of ", n_before, " rows")
}
if (nrow(input_df) == 0) {
stop("No rows to process. If a 'Selected' column is present, ensure some rows are TRUE.")
}
# Column requirements differ by assay version
required <- if (is_v2) c("GENE1", "GENE2", "probe") else c("GENE1", "GENE2", "probe", "Barcode")
missing <- setdiff(required, colnames(input_df))
if (length(missing) > 0) {
stop("Input CSV is missing required columns: ", paste(missing, collapse = ", "))
}
final_df <- tryCatch(
if (is_v2) finalise_probes_v2(input_df, rhs_mode = rhs_mode)
else finalise_probes(input_df),
error = function(e) stop("Finalise failed: ", conditionMessage(e))
)
write.csv(final_df, opt$output, row.names = FALSE)
message("Done. ", nrow(final_df), " probe sequences written to: ", opt$output)
message(" Each fusion produces one LHS and one RHS oligonucleotide.")
}