featureCounts - annotation file issue
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Entering edit mode
4.9 years ago
gokberk ▴ 90

Hi all,

I've been using featureCounts to generate count tables out of my bam files. Previously, it worked fine with bam files which I generated with Subread.

Now, I'm using featureCounts with the bam files I generated with HiSAT2. However, non of the alignments were assigned to any genes, since the chromosome names in my gtf file and bam files were different. I changed the chromosome names in my bam files following the instructions in this post. However, the bam file I generate following this method turns out to be corrupted somehow. samtools view mybam.bam | head command does not give any output and when I run featureCounts, I receive "GZIP ERROR: -5" and still non of the alignments gets assigned to a gene. So I wonder how I can fix this discrepancy between my bam files and gtf file.

I used awk to format the header file and changed all chromosome names accordingly, but it didn't fix the issue. However, when I change chromosome names, blanks between columns change as well for some reason, meaning if there was a tab, it turns into a single space. So, I wonder if there is another way of solving this issue. I would be more than happy if you could help me out.

Here is how my gtf, header and old bam files look right now:

gtf:

NC_005943.1 RefSeq  CDS 3259    4213    .   +   0   transcript_id "gene34201"; gene_id "gene34201"; gene_name "ND1";
NC_005943.1 RefSeq  CDS 4421    5462    .   +   0   transcript_id "gene34202"; gene_id "gene34202"; gene_name "ND2";
NC_005943.1 RefSeq  CDS 5850    7418    .   +   0   transcript_id "gene34203"; gene_id "gene34203"; gene_name "COX1";
NC_005943.1 RefSeq  CDS 7532    8215    .   +   0   transcript_id "gene34204"; gene_id "gene34204"; gene_name "COX2";
NC_005943.1 RefSeq  CDS 8357    8563    .   +   0   transcript_id "gene34205"; gene_id "gene34205"; gene_name "ATP8";
NC_005943.1 RefSeq  CDS 8518    9198    .   +   0   transcript_id "gene34206"; gene_id "gene34206"; gene_name "ATP6";

old header file:

@HD VN:1.0  SO:coordinate
@SQ SN:chr1 LN:225584828
@SQ SN:chr10    LN:92844088
@SQ SN:chr11    LN:133663169
@SQ SN:chr12    LN:125506784
@SQ SN:chr13    LN:108979918
@SQ SN:chr14    LN:127894412
@SQ SN:chr15    LN:111343173
@SQ SN:chr16    LN:77216781
@SQ SN:chr17    LN:95684472
@SQ SN:chr18    LN:70235451
@SQ SN:chr19    LN:53671032
@SQ SN:chr2 LN:204787373
@SQ SN:chr20    LN:74971481
@SQ SN:chr3 LN:185818997
@SQ SN:chr4 LN:172585720
@SQ SN:chr5 LN:190429646
@SQ SN:chr6 LN:180051392
@SQ SN:chr7 LN:169600520
@SQ SN:chr8 LN:144306982
@SQ SN:chr9 LN:129882849
@SQ SN:chrM LN:16564
@SQ SN:chrUn_NW_014806053v1 LN:1653

fixed header file:

@HD    VN:1.0  SO:coordinate
@SQ SN:NC_041754.1  LN:225584828
@SQ SN:NC_041763.1  LN:92844088
@SQ SN:NC_041764.1  LN:133663169
@SQ SN:NC_041765.1  LN:125506784
@SQ SN:NC_041766.1  LN:108979918
@SQ SN:NC_041767.1  LN:127894412
@SQ SN:NC_041768.1  LN:111343173
@SQ SN:NC_041769.1  LN:77216781
@SQ SN:NC_041770.1  LN:95684472
@SQ SN:NC_041771.1  LN:70235451
@SQ SN:NC_041772.1  LN:53671032
@SQ SN:NC_041755.1  LN:204787373
@SQ SN:NC_041773.1  LN:74971481
@SQ SN:NC_041756.1  LN:185818997
@SQ SN:NC_041757.1  LN:172585720
@SQ SN:NC_041758.1  LN:190429646
@SQ SN:NC_041759.1  LN:180051392
@SQ SN:NC_041760.1  LN:169600520
@SQ SN:NC_041761.1  LN:144306982
@SQ SN:NC_041762.1  LN:129882849
@SQ SN:NC_005943.1  LN:16564
@SQ SN:NW_014806053.1   LN:1653
@SQ SN:NW_014806054.1   LN:997
@SQ SN:NW_014806055.1   LN:843

old bam:

SRR5991098.18949202 0   chr1    42294   60  40M *   0   0   GCCCTGCCTCCCACAGCTTTATTTCTTTTGGTTTTGGATG    HHHJJJJJJJJJJJJJJJJJIJJJIJJJJJIGIJJJIIJJ    AS:i:0  XN:i:0  XM:i:0XO:i:0    XG:i:0  NM:i:0  MD:Z:40 YT:Z:UU NH:i:1
SRR5991098.2109594  0   chr1    42295   60  40M *   0   0   CCCTGCCTCCCACAGCTTTATTTCTTTTGGTTTTGGATGC    HHGJJJJJJJJIJCHIIJJGIIJIJJJJIIFHHIGICHFH    AS:i:0  XN:i:0  XM:i:0XO:i:0    XG:i:0  NM:i:0  MD:Z:40 YT:Z:UU NH:i:1
SRR5991098.16345197 0   chr1    42301   60  40M *   0   0   CTCCCACAGCTTTATTTCTTTTGGTTTTGGATGCAAAACA    D:ADEDA;;=+AEEFFEECBEDI<D;>1B<>DD9DDEDAD    AS:i:0  XN:i:0  XM:i:0XO:i:0    XG:i:0  NM:i:0  MD:Z:40 YT:Z:UU NH:i:1
SRR5991098.31884339 0   chr1    42303   60  40M *   0   0   CCCACAGCTTTATTTCTTTTGGTTTTGGATGCAAAACAAA    HHHJJJJJJJJJJJJIJJJJJJHIIJIJIIJJJJJJJJJJ    AS:i:0  XN:i:0  XM:i:

Cheers!

RNA-Seq • 2.2k views
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4.9 years ago

I would change chromosome names in GTF which is also computationally efficient.

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Thanks for the advice geek_y! While I was trying to do what you suggested, I realized that the chromosome names in my gtf file and the chromosome names that are given at NCBI's website that I downloaded this gtf file do not match. So, I found the correct chromosome name from the gft file itself and it fixed my problem. Thanks again!

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Instead of closing the question, please mark the answer as accepted to indicate that it solved your problem. That will help others in the future.

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