ANGSD: Analysis of next generation Sequencing Data
Latest tar.gz version is (0.938/0.939 on github), see Change_log for changes, and download it here.
Filters
In most analysis you are only interested in a subset of sites and not all sites. Currently we have the following filter options.
Selected Sites
We support 2 different kinds of inputfiles for filtering.
- Bim files, if you want to use a specific major minor, or plain textfiles containing chromosome tab position.
- -filter [bimfile.bim]
- or -filter [afile.keep]
File is determed by suffix of file.
Only use sites contained in the bim (plink format) file. With -doMajorMinor 3 the major/minor alleles from the bim file is used.
Example of a bim file
1 rs11240767 0 728951 T C 1 rs3131972 0 752721 A G 1 rs3131969 0 754182 A G 1 rs3131967 0 754334 T C 1 rs1048488 0 760912 C T 1 rs12124819 0 776546 G A 1 rs4040617 0 779322 G A 1 rs4970383 0 838555 A C
Columns are, chromosome name, rsnumber, position in centimorgan, position in bp and major/major. Only column 1,4,5,6 are used. The major and minor state can also be encoded as 0,1,2,3,4. With 0=A,1=C,2=G,3=T,4=N
Example of a keep file
chr1 100001 chr1 2500000 chr1 347348
Allele frequencies
- -minMaf [float]
- only work with sites with a maf above 'float'
polymorphic sites
- -minLRT [float]
- only work with sits with an LRT>float
Major minor
Number of non missing individuals
- -minKeepIndC [int]
- only work with sites with information from atleast int individiduals, requires -doCounts 1
First we do a run with no filters
./angsd -doMaf 2 -doMajorMinor 1 -out TSK -bam bam.filelist -GL 1 -r 1: ... head TSK.mafs chromo position major minor knownEM nInd 1 13999919 A C 0.000008 1 1 13999920 G A 0.000008 1 1 13999921 G A 0.000008 1 1 13999922 C A 0.000008 1 1 13999923 A C 0.000008 1 1 13999924 G A 0.000008 1 1 13999925 G A 0.000008 1 1 13999926 A C 0.000008 1 1 13999927 G A 0.000008 1
Now we do a filter with MAF cutoff of 1\%
../angsd0.3/angsd -doMaf 2 -doMajorMinor 1 -out TSK -bam bam.filelist -GL 1 -r 1: -minMaf 0.01 head TSK.mafs chromo position major minor knownEM nInd 1 13999950 T G 0.495291 2 1 14000019 G T 0.047247 9 1 14000056 C T 0.055851 10 1 14000127 G T 0.060760 10 1 14000170 C T 0.052388 9 1 14000176 G A 0.047928 10 1 14000202 G A 0.279722 9 1 14000262 C T 0.058555 9 1 14000322 A G 0.040471 8
Similar if we only want sites with information for atleast 5 samples
../angsd0.3/angsd -doMaf 2 -doMajorMinor 1 -out TSK -bam bam.filelist -GL 1 -r 1: -minKeepInd 5 head TSK.mafs chromo position major minor knownEM nInd 1 13999971 T A 0.000007 6 1 13999972 G A 0.000007 6 1 13999973 C A 0.000005 5 1 13999974 G A 0.000006 6 1 13999975 C A 0.000002 5 1 13999976 C A 0.000004 7 1 13999977 A C 0.000005 8 1 13999978 C A 0.000005 8 1 13999979 T A 0.000005 8
If we are interested in all sites with a p-value of 10^(-6) of being variable
../angsd0.3/angsd -doMaf 2 -doMajorMinor 1 -out TSK -bam bam.filelist -GL 1 -r 1: -minLRT 24 -doSNP 1 head TSK.mafs chromo position major minor knownEM pK-EM nInd 1 14000202 G A 0.279722 42.623150 9 1 14000873 G A 0.212120 79.118476 10 1 14001018 T C 0.333736 89.040311 8 1 14001867 A G 0.200232 47.195423 10 1 14002422 A T 0.167692 43.196259 9 1 14003581 C T 0.207404 58.593208 9 1 14004623 T C 0.219838 102.856433 10 1 14007493 A G 0.453217 28.398647 9 1 14007558 C T 0.395670 80.236777 7
Deprecated options
These options should either be included (as is) or be discarded
- -minDepth
- -maxDepth