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Updated: Feb 25, 2026

A Bioinformatics Pipeline for Investigating Molecular Evolution and Gene Expression using RNA-seq
Published on: May 28, 2021
Evolution of Daily Gene Co-expression Patterns from Algae to Plants.
Pedro de Los Reyes1, Francisco J Romero-Campero1,2, M Teresa Ruiz1
1Plant Development Unit, Institute for Plant Biochemistry and Photosynthesis, Consejo Superior de Investigaciones Científicas, Universidad de SevillaSeville, Spain.
Daily rhythms in plants and microalgae are crucial for anticipating light changes. Comparative transcriptomic analysis reveals evolutionary shifts in rhythmic gene regulation, with conserved patterns around light transitions.
Area of Science:
- Plant and algal biology
- Evolutionary genomics
- Transcriptome regulation
Background:
- Daily rhythms are essential for plant and microalgae metabolism and development, orchestrating responses to light transitions.
- Genome-wide transcriptomic data from plants and microalgae under light:dark cycles enable comparative analyses of daily rhythm evolution.
Purpose of the Study:
- To integrate and analyze transcriptomic data from *Arabidopsis thaliana*, *Chlamydomonas reinhardtii*, and *Ostreococcus tauri* to understand the evolution of daily rhythms in the green lineage.
- To identify conserved and divergent patterns of rhythmic gene expression across species with varying light dependencies.
Main Methods:
- Integration and analysis of RNA-seq and microarray data using gene co-expression networks.
- Application of a Multiple Bidirectional Best Hit (MBBH) algorithm to identify gene orthologs.
- Gene clustering and functional enrichment analysis to compare rhythmic expression patterns.
Main Results:
- The proportion of the daily rhythmic transcriptome decreases from ~90% in *Ostreococcus* (light-dependent) to ~40% in *Arabidopsis* (more light-independent).
- Gene duplication and divergence of rhythmic expression profiles are key evolutionary mechanisms for gene families like *PRRs*, *COLs*, and *DOFs*.
- While overall conservation of daily rhythmic patterns is low to moderate, gene clusters peaking during light transitions show strikingly high conservation.
Conclusions:
- The evolution of daily rhythms in the green lineage involves changes in the size and light dependency of the rhythmic transcriptome.
- Gene duplication and divergence contribute to the evolution of rhythmic gene families.
- Light transition-associated rhythmic gene expression patterns are highly conserved, suggesting a fundamental role in plant and algal evolution.
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