For everyone, who is working with RNA-seq data I would like to advise this comprehensive protocol, published in Nature. The protocol describes in details all steps of data analysis, as well as trouble shooting.
Count-based differential expression analysis of RNA sequencing data using R and Bioconductor
Count-based differential expression analysis of RNA sequencing data using R and Bioconductor
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