Related Experiment Video
Updated: Mar 28, 2026

A Bioinformatics Pipeline for Investigating Molecular Evolution and Gene Expression using RNA-seq
Published on: May 28, 2021
Sequence and gene expression evolution of paralogous genes in willows
Srilakshmy L Harikrishnan1, Pascal Pucholt1, Sofia Berlin1
1Swedish University of Agricultural Sciences, Department of Plant Biology, Uppsala BioCenter, Linnean Centre for Plant Biology, P.O. Box 7080, SE-75007 Uppsala, Sweden.
Whole genome duplication (WGD) in willows led to gene duplication. Differential gene expression and conserved functions explain the retention of these Salicoid duplicates, driving willow evolution.
Area of Science:
- Evolutionary Biology
- Genomics
- Plant Science
Background:
- Whole genome duplications (WGD) are key drivers of species diversification and evolutionary novelty.
- The evolutionary fate of duplicated genes post-WGD, particularly gene loss versus retention, remains incompletely understood.
- The Salicoid whole genome duplication event in willows, occurring over 45 million years ago, provides a model for studying these processes.
Purpose of the Study:
- To investigate the balance between gene loss and retention mechanisms for duplicated genes originating from the Salicoid WGD in willows.
- To explore the expression patterns and evolutionary pressures acting on Salicoid duplicates.
- To elucidate the functional divergence and conservation of these duplicated genes.
Main Methods:
- De novo assembly of RNA-seq data from willow leaves and roots.
- Identification of Salicoid duplicates using synonymous third-codon transversion rates and syntenic analysis.
- Analysis of gene expression levels (tissue-specific and differential expression) and evolutionary rates (Ka/Ks).
- Gene Ontology enrichment analysis to infer functional roles.
Main Results:
- Identified 3,778 pairs of Salicoid duplicates from 48,508 contigs.
- Most duplicates were expressed in both tissues, with 74% showing significant differential expression.
- Salicoid duplicates evolve under purifying selection (mean Ka/Ks = 0.23).
- Non-differentially expressed duplicates were enriched for DNA/nucleic acid binding functions, suggesting dosage sensitivity.
- Differentially expressed duplicates were enriched for biosynthesis and metabolism functions, indicating regulatory neofunctionalization or subfunctionalization.
Conclusions:
- Willow Salicoid duplicates are retained through a combination of dosage sensitivity and regulatory sub/neofunctionalization.
- Differential expression patterns correlate with specific functional enrichments, highlighting distinct evolutionary trajectories.
- Multiple evolutionary processes contribute to the long-term persistence of duplicated genes following whole genome duplication in willows.
More Related Videos
Related Concept Videos
Gene Families
Occasionally these regions can be adapted to take on new roles within the organism, becoming novel genes...
Gene Families
Gene Duplication and Divergence
The duplicated copies of the gene are called Paralogs. Paralogs with similar sequences and functions form a gene family. Across several species, a large number of gene families are...
Cis-regulatory Sequences
Cis-regulatory Sequences
Gene Evolution - Fast or Slow?
In contrast, regions which code...

