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Updated: Aug 10, 2025

A Bioinformatics Pipeline for Investigating Molecular Evolution and Gene Expression using RNA-seq
Published on: May 28, 2021
Full-Length RNA Sequencing Provides Insights into Goldfish Evolution under Artificial Selection.
Xuedi Du1, Weiwei Zhang1, Jiali Wu1
1College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China.
Artificial selection profoundly impacts goldfish (Carassius auratus) embryo gene expression. Thousands of differences in gene expression, alternative splicing, and polyadenylation events were found between Celestial-Eye and Ryukin breeds.
Area of Science:
- Evolutionary biology
- Genomics
- Developmental biology
Background:
- Goldfish (Carassius auratus) are valuable models for studying fish morphology evolution.
- While genes for ornamental traits are known, the impact of artificial selection on embryonic gene expression remains largely unexplored.
Purpose of the Study:
- To investigate the effects of artificial selection on gene expression profiles in goldfish embryos.
- To compare transcriptomic differences between Celestial-Eye (CE) and Ryukin (RK) goldfish breeds.
Main Methods:
- Hybrid transcriptome sequencing using the PacBio platform.
- Identification and validation of alternative splicing (AS) and alternative polyadenylation (APA) events.
- Detection of long non-coding RNAs and fusion genes.
- RNA-sequencing (RNA-seq) for differential gene expression analysis.
- KEGG enrichment analysis of differentially expressed genes (DEGs).
Main Results:
- Sequencing identified over 54,000 transcript isoforms in both CE and RK goldfish.
- Thousands of inter-breed specific alternative splicing and polyadenylation events were discovered.
- Abundant long non-coding RNAs and fusion genes, mostly breed-specific, were detected.
- Thousands of differentially expressed genes were identified between CE and RK embryos across developmental stages.
- KEGG analysis revealed significant differences in gene expression pathways between the two breeds.
Conclusions:
- Artificial selection has exerted extensive influence on goldfish embryonic gene expression.
- These molecular changes likely form the genetic foundation for the diverse morphological variations observed in goldfish breeds.
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