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Updated: Mar 21, 2026

A Bioinformatics Pipeline for Investigating Molecular Evolution and Gene Expression using RNA-seq
Published on: May 28, 2021
Comparative transcriptomics across the prokaryotic tree of life
Ofir Cohen1, Shany Doron2, Omri Wurtzel3
1Department of Molecular Genetics, Weizmann Institute of Science, Rehovot 76100, Israel Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.
We created comparative transcriptome maps for 18 microbial species, revealing conserved regulatory elements like long 5' untranslated regions (UTRs) and providing a framework for studying the microbial non-coding genome.
Area of Science:
- Microbiology
- Genomics
- Bioinformatics
Background:
- Recent whole-transcriptome sequencing reveals significant complexity in bacterial and archaeal transcriptomes.
- Abundant non-coding RNAs, cis-antisense transcripts, and regulatory untranslated regions (UTRs) present challenges in understanding microbial gene regulation.
- Distinguishing functional RNAs from 'transcriptional noise' is a key challenge in microbial genomics.
Purpose of the Study:
- To develop a searchable, comparative transcriptome resource for exploring conserved genetic elements across the microbial tree of life.
- To facilitate the identification and functional characterization of non-coding RNAs and regulatory regions in bacteria and archaea.
- To establish a standardized reference transcriptome for major microbial phyla.
Main Methods:
- Generation of comparative transcriptome maps for 18 model organisms spanning 10 bacterial and archaeal phyla/subphyla.
- Standardized RNA-sequencing (RNA-seq) methods were employed for all organisms.
- Development of a web server enabling BLAST-searchable comparisons of gene families and transcriptomic elements.
Main Results:
- The comparative transcriptome maps revealed conserved transcriptomic elements, including genes with exceptionally long 5' UTRs across multiple species.
- Identification of numerous known riboswitches and suggestion of novel putative regulatory elements associated with these long 5' UTRs.
- The resource provides a searchable collection of standardized reference transcriptomes for clinically and environmentally relevant microbial phyla.
Conclusions:
- Comparative transcriptome analysis is a powerful approach for uncovering conserved regulatory elements in microbial genomes.
- The developed web server and transcriptome collection provide a valuable framework for future studies of the microbial non-coding genome.
- This resource aids in understanding the functional significance of non-coding RNAs and regulatory UTRs in bacteria and archaea.
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