Description Usage Arguments Details See Also Examples
Mutsig analysis of somatic mutations in noncoding region by taking into account mutatational categories and DNA replication timing.
1 |
bkgr.mut.file |
Background mutation file stratified by categories and replication timing. |
obs.mut.file |
Observational mutation file stratified by categories and replication timing. |
bkgr.mut |
A data frame of |
obs.mut |
A data frame of |
time |
Permutation times. |
mc.cores |
Number of cores used in mclapply. Set it to 4 or 8 to perform computation in parallel. |
outfile |
Output file. |
The format of both input files (See Examples
):
The 1st row is the header. The 1st column can be any data type (e.g. string, integer, ...).
The last column is the DNA replication timing cluster ID indicating the S_i stages to
which this genomic region belongs.
1. Duquenne L, Huvet M, Chen C, et al: Impact of replication timing on non-CpG and CpG substitution rates in mammalian genomes447<e2><80><93>457, 2010 2. Koren A, Polak P, Nemesh J, et al: Differential Relationship of DNA Replication Timing to Different Forms of Human Mutation and Variation. Am J Hum Genet 91:1033<e2><80><93>1040, 2012 3. Ghosh S, Polak P, Eggan K, et al: Genetic Variation in Human DNA Replication Timing 1<e2><80><93>12, 2014
mutsigclfn
,mutsig.gene
,mutsig.pathway
1 2 3 4 5 6 7 8 9 10 11 12 13 | library(parallel)
data('cds_start_3k_upstream') ## Data from meta-study of more than 1000 liver cancers
mutsignr(bkgr.mut=bkgr.mut, obs.mut=obs.mut, time=1000, mc.cores=2, outfile='output.sig_elements.txt')
########The format of input file###################
region *CpG->T Tp*C->mut Tp*A->T C->T C->A misc reptime_cluster
chr1:66091-69091 26 1050 814 954 980 14176 3
chr1:364659-367659 10 1098 546 974 984 14388 0
chr1:622034-625034 16 1014 548 1094 1110 14218 4
chr1:858322-861322 678 660 52 1914 2592 12104 2
chr1:894620-897620 634 660 56 1842 2476 12332 1
###################################################
## NOTE: the column of input file must be the same as the above shown.
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