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Identification of Alternative Splicing and Polyadenylation in RNA-seq Data
Published on: June 24, 2021
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Single molecule RNA sequencing uncovers trans-splicing and improves annotations in Anopheles stephensi
X Jiang1,2,3, A B Hall1,3, J K Biedler1,2
1Program in Genetics Bioinformatics and Computational Biology, Virginia Tech, Blacksburg, VA, USA.
Insect Molecular Biology
|February 10, 2017
Summary
Isoform sequencing using PacBio technology improved gene annotation in the malaria mosquito Anopheles stephensi. This method identified novel RNA isoforms and conserved trans-splicing events, enhancing our understanding of mosquito genomics.
Area of Science:
- Genomics
- Molecular Biology
- Bioinformatics
Background:
- Single molecule real-time (SMRT) sequencing provides full-length cDNA sequences, crucial for accurate genome annotation and RNA isoform discovery.
- The Asian malaria mosquito, Anopheles stephensi, is a significant vector of malaria, making its genome a key target for research.
Purpose of the Study:
- To utilize PacBio isoform sequencing to generate a comprehensive full-length cDNA library for Anopheles stephensi.
- To improve the gene annotation of Anopheles stephensi by leveraging high-accuracy, error-corrected sequencing data.
- To identify and characterize novel RNA splicing events, including trans-splicing, within the Anopheles stephensi genome.
Main Methods:
- Isoform sequencing (Iso-Seq) using Pacific Biosciences (PacBio) platform to generate full-length cDNA reads.
- Error correction of PacBio reads utilizing Illumina RNA sequencing (RNA-seq) data.
- Comparative genomics analysis to assess conservation of identified splicing events across mosquito species.
Main Results:
- Over 600,000 full-length cDNA sequences were identified from Anopheles stephensi.
- Error correction with Illumina RNA-seq yielded more comprehensive data compared to the default SMRT pipeline.
- Gene annotation was significantly enhanced, with 4867 gene models updated and 1785 new alternatively spliced isoforms discovered.
- Six trans-splicing events were identified in An. stephensi and found to be conserved in Anopheles gambiae and Aedes aegypti.
Conclusions:
- PacBio Iso-Seq, coupled with robust error correction, is a powerful tool for advancing genome annotation in complex organisms like Anopheles stephensi.
- The discovery of conserved trans-splicing events suggests a potential evolutionary mechanism for gene rescue or adaptation in mosquitoes.
- This study provides a significantly improved genomic resource for Anopheles stephensi, facilitating future research on malaria vector control.
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