Ideas about constructing a pileup file from read depth and B-allele fraction for heterozygous SNPs tracks
I have made a cancer genome simulator which produces two tracks:
- Read depth track (one for control sample and one for tumor sample)
- B-allele fraction for heterozygous SNPs track
The whole idea of making this simulator was to have a gold standard for benchmarking different somatic copy number variation detection algorithms. However, after compiling a long list of available algorithms, none uses as input such tracks. Some of the algorithms use the pileup file format for input. That is why I was thinking if I could use the data shown here and construct a pileup file so that other algorithms can run on the simulated data. Any idea is much appreciated.
They output of each track looks like this:
Read depth track:
fixedStep chrom=chrY start=0 step=1000
0
0
0
0
0
1
203
249
233
297
299
345
314
346
B-allele fraction for heterozygous SNPs track:
track graphType=points viewLimits=0:1 windowingFunction=none
variableStep chrom=chrY
1934 NaN
1987 NaN
3830 NaN
6251 NaN
6726 NaN
7470 NaN
8634 NaN
9229 0.34375
9678 0.59375
9714 0.46875
11431 0.578947368421
14188 0.675
15318 0.577777777778
16291 0.690476190476
16297 0.428571428571
19140 NaN
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