Read trimming is not required for mapping and quantification of RNA-seq reads at the gene level.

ABSTRACT: RNA sequencing (RNA-seq) is currently the standard method for genome-wide expression profiling. RNA-seq reads often need to be mapped to a reference genome before read counts can be produced for genes. Read trimming methods have been developed to assist read mapping by removing adapter sequences and low-sequencing-quality bases. It is however unclear what is the impact of read trimming on the quantification of RNA-seq data, an important task in RNA-seq data analysis. In this study, we used a benchmark RNA-seq dataset and simulation data to assess the impact of read trimming on mapping and quantification of RNA-seq reads. We found that adapter sequences can be effectively removed by read aligner via 'soft-clipping' and that many low-sequencing-quality bases, which would be removed by read t

SUBMITTER: Liao Y 

PROVIDER: S-EPMC7671312 | biostudies-literature | 2020 Sep

REPOSITORIES: biostudies-literature