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A low-coverage 3' RNA-seq to detect homeolog expression in polyploid wheat
Jianqiang Sun1, Moeko Okada2,3, Toshiaki Tameshige3,4
1Research Center for Agricultural Information Technology, National Agriculture and Food Research Organization, 3-1-1 Kannondai, Tsukuba, Ibaraki 305-8517, Japan.
NAR Genomics and Bioinformatics
|July 14, 2023
Summary
This study introduces a low-cost 3' RNA sequencing method for allopolyploid species like bread wheat. It efficiently identifies duplicated genes (homeologs) using 3' untranslated regions, enabling large-scale transcriptomic analysis.
Area of Science:
- Genomics
- Transcriptomics
- Plant Science
Background:
- Distinguishing homeologous genes in allopolyploids is challenging for genomic analysis.
- Cost-efficient RNA sequencing (RNA-seq) is needed for large-scale studies in allopolyploids.
Purpose of the Study:
- To evaluate a low-cost 3' RNA-seq method (Lasy-Seq) for homeolog detection in allohexaploid bread wheat (Triticum aestivum).
- To assess the utility of 3' untranslated regions (UTRs) for differentiating homeologous genes.
Main Methods:
- Utilized 3' RNA-seq focusing on 3' UTRs with high mutation rates.
- Tested Lasy-Seq protocol on bread wheat.
- Compared HISAT2 mapping performance for 3' RNA-seq data.
- Extended 3' UTR annotation to improve homeolog detection.
- Validated findings with high-coverage conventional RNA-seq.
Main Results:
- HISAT2 demonstrated optimal performance for 3' RNA-seq, minimizing mapping errors and computational time.
- Extending 3' UTR annotation significantly enhanced homeolog detection.
- 3' RNA-seq successfully identified differentially expressed genes under cold stress, comparable to conventional RNA-seq.
- Downsampling revealed that even low sequencing depth (2 million reads) can detect over half of expressed homeologs.
Conclusions:
- Low-cost 3' RNA-seq is a viable tool for large-scale transcriptomic studies in allohexaploid wheat.
- This method shows potential for application in other allopolyploid species.
- 3' UTRs are valuable targets for homeolog identification in transcriptomic studies.
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