Step-by-Step Bioinformatics Analysis of Schistosoma mansoni Long Non-coding RNA Sequences

Methods Mol Biol. 2020:2151:109-133. doi: 10.1007/978-1-0716-0635-3_10.

Abstract

In the last few years, long non-coding RNAs (lncRNAs) have been widely studied in humans, and their relevance for physiological and pathological conditions has been demonstrated. In parasites, there are only a few works, such as in Plasmodium falciparum, where it was shown that an lncRNA regulates the expression of a gene associated with immune system evasion, also indicating the relevance of understanding the role of this class of RNAs in parasites. In Schistosoma mansoni, in the last 2 years, there were four published articles related to the annotation of lncRNAs in different life cycle stages using RNA-Seq libraries. In order to make this process of lncRNA identification and annotation more accessible to biologists with no bioinformatics training, considering the growing number of S. mansoni RNA-Seq libraries publicly available from different sources, such as ovary tissues from bi-sex and single-sex infections, and the potential of lncRNAs as therapeutic targets, we provide this step-by-step protocol of lncRNA identification and quantification. This guide includes the download of RNA-Seq libraries from a public database and reads processing and mapping against the genome, transcript reconstruction, novel lncRNA identification, transcripts expression level determination, and the identification of differentially expressed lncRNAs.

Keywords: Bioinformatics; Differential gene expression; Long non-coding RNAs; Parasitology; RNA-Seq; Schistosoma; Transcriptome assembly.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Base Sequence
  • Computational Biology / methods*
  • Databases, Genetic
  • Gene Expression Regulation
  • Gene Library
  • Molecular Sequence Annotation
  • Principal Component Analysis
  • Quality Control
  • RNA, Long Noncoding / genetics*
  • RNA, Long Noncoding / metabolism
  • RNA, Messenger / genetics
  • RNA, Messenger / metabolism
  • RNA-Seq
  • Schistosoma mansoni / genetics*
  • Transcriptome / genetics

Substances

  • RNA, Long Noncoding
  • RNA, Messenger