Different strandedness from HISAT2 and STAR alignment
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3 months ago
tianshenbio ▴ 180

My pair-end RNA-seq data is stranded (fr-firststrand, dUTP library). I tried to align the reads onto the genome using:

HISAT2:

hisat2 -p 32 --dta -x genome_index -1 1P.fq.gz -2 2P.fq.gz -S map.sam

and STAR:

STAR --runThreadN 12 --readFilesCommand gunzip -c --readFilesIn 1P.fq.gz 2P.fq.gz --genomeDir star_index --outSJfilterReads Unique

However, when I check the results from the two aligners on IGV, it seems that STAR aligned the reads on the wrong strand:

The upper panel shows read junctions from STAR and the lower panel is from HISAT2.

The upper panel shows read junctions from STAR and the lower panel is from HISAT2

Is it the case that STAR aligned the reads on the wrong strand? How do I fix this? Thanks

star strandedness RNA-seq alignment hisat2 • 522 views
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3 months ago
GenoMax 147k

Looks like you did not add correct --rna-strandedness RF option for hisat2 alignment. Default option is to consider data "unstranded".

See: Which strand specific option need to be used with HISAT2?

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Hi, yes I realised that, but in this case, hisat2 (the lower panel) did align the reads to the correct strand - see gene model below. But STAR aligned the reads on the opposite strand.

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dUTP method sequences the complementary strand: HISAT2 rna-strandness option

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I see! It makes sense now, thank you.

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I ran HISAT2 with --rna-strandness RF again, but the alignment looks the same. In fact, it looks more messy than the previous run without the strandeness option - a few reads appear to map to the reverse strand.

enter image description here

I am so confused, in this case, HISAT2 (with and without the strandness option) always show opposite strandness compared with STAR, how this can be potentially explained?

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