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Identification of Alternative Splicing and Polyadenylation in RNA-seq Data
Published on: June 24, 2021
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Polyadenylation-related isoform switching in human evolution revealed by full-length transcript structure.
Yumei Li1, Qing Sunny Shen1, Qi Peng1,2
1Laboratory of Bioinformatics and Genomic Medicine, Institute of Molecular Medicine, Peking University, Beijing, China.
Briefings in Bioinformatics
|May 11, 2021
Summary
We created accurate rhesus macaque gene models using long-read sequencing. This improved comparative genomics and revealed human-specific gene regulation through polyadenylation (PA) events.
Area of Science:
- Genomics and Transcriptomics
- Comparative Primate Biology
- Bioinformatics and Computational Biology
Background:
- Rhesus macaque is a vital nonhuman primate model for evolutionary and translational research.
- Existing macaque gene models are error-prone, limiting their utility in scientific studies.
- Accurate gene models are crucial for advancing comparative genomics and understanding primate evolution.
Purpose of the Study:
- To de novo define comprehensive, full-length rhesus macaque gene models.
- To enable accurate human-macaque comparative analysis of gene regulation, specifically polyadenylation (PA).
- To investigate the mechanisms driving human-specific transcriptome and phenotypic changes.
Main Methods:
- Utilized single-molecule, long-read transcriptome sequencing across four macaque tissues.
- Integrated RNA sequencing and cap analysis gene expression sequencing data for fine-scale structure refinement.
- Performed comparative genomics analysis between human and macaque, using mouse as an outgroup.
Main Results:
- Generated over 8.5 million long complementary DNA reads, defining 51,605 accurate macaque gene models.
- These models cover a high percentage of macaque (89.7%) and human (75.7%) orthologous genes.
- Identified 79 human-specific distal polyadenylation (PA) events, primarily driven by strengthening distal sites, impacting gene expression regulation.
Conclusions:
- The developed full-length macaque gene models provide an intact reference for primate research.
- Human-specific isoforms, regulated by PA, contribute to temporospatially specific gene expression reduction.
- Isoform switching represents an underappreciated regulatory mechanism in human-specific transcriptome and phenotypic evolution.
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