Literature DB >> 34327321

Phasing analysis of the transcriptome and epigenome in a rice hybrid reveals the inheritance and difference in DNA methylation and allelic transcription regulation.

Jia-Wu Feng1,2, Yue Lu3, Lin Shao1, Jianwei Zhang1, Huan Li1, Ling-Ling Chen1,2.   

Abstract

Hybrids are always a focus of botanical research and have a high practical value in agricultural production. To better understand allele regulation and differences in DNA methylation in hybrids, we developed a phasing pipeline for hybrid rice based on two parental genomes (PP2PG), which is applicable for Iso-Seq, RNA-Seq, and Bisulfite sequencing (BS-Seq). Using PP2PG, we analyzed differences in gene transcription, alternative splicing, and DNA methylation in an allele-specific manner between parents and progeny or different progeny alleles. The phasing of Iso-Seq data provided a great advantage in separating the whole gene structure and producing a significantly higher separation ratio than RNA-Seq. The interaction of hybrid alleles was studied by constructing an allele co-expression network that revealed the dominant allele effect in the network. The expression variation between parents and the parental alleles in progeny showed tissue- or environment-specific patterns, which implied a preference for trans-acting regulation under different conditions. In addition, by comparing allele-specific DNA methylation, we found that CG methylation was more likely to be inherited than CHG and CHH methylation, and its enrichment in genic regions was connected to gene structure. In addition to an effective phasing pipeline, we also identified differentiation in OsWAK38 gene structure that may have led to the expansion of allele functions in hybrids. In summary, we developed a phasing pipeline and provided valuable insights into alternative splicing, interaction networks, trans-acting regulation, and the inheritance of DNA methylation in hybrid rice.
© 2021 The Authors.

Entities:  

Keywords:  allele co-expression network; allele-specific DNA methylation; allele-specific expression; hybrid; phasing; trans-acting regulation

Mesh:

Year:  2021        PMID: 34327321      PMCID: PMC8299081          DOI: 10.1016/j.xplc.2021.100185

Source DB:  PubMed          Journal:  Plant Commun        ISSN: 2590-3462


  54 in total

Review 1.  Genome-wide allele-specific analysis: insights into regulatory variation.

Authors:  Tomi Pastinen
Journal:  Nat Rev Genet       Date:  2010-06-22       Impact factor: 53.242

Review 2.  Genomic and epigenetic insights into the molecular bases of heterosis.

Authors:  Z Jeffrey Chen
Journal:  Nat Rev Genet       Date:  2013-06-11       Impact factor: 53.242

3.  Minimap2: pairwise alignment for nucleotide sequences.

Authors:  Heng Li
Journal:  Bioinformatics       Date:  2018-09-15       Impact factor: 6.937

4.  SignalP 5.0 improves signal peptide predictions using deep neural networks.

Authors:  José Juan Almagro Armenteros; Konstantinos D Tsirigos; Casper Kaae Sønderby; Thomas Nordahl Petersen; Ole Winther; Søren Brunak; Gunnar von Heijne; Henrik Nielsen
Journal:  Nat Biotechnol       Date:  2019-02-18       Impact factor: 54.908

5.  StringTie enables improved reconstruction of a transcriptome from RNA-seq reads.

Authors:  Mihaela Pertea; Geo M Pertea; Corina M Antonescu; Tsung-Cheng Chang; Joshua T Mendell; Steven L Salzberg
Journal:  Nat Biotechnol       Date:  2015-02-18       Impact factor: 54.908

6.  A novel wall-associated receptor-like protein kinase gene, OsWAK1, plays important roles in rice blast disease resistance.

Authors:  Hui Li; Shan-Yue Zhou; Wen-Sheng Zhao; Sheng-Chang Su; You-Liang Peng
Journal:  Plant Mol Biol       Date:  2008-11-28       Impact factor: 4.076

Review 7.  Shanyou 63: an elite mega rice hybrid in China.

Authors:  Fangming Xie; Jianfu Zhang
Journal:  Rice (N Y)       Date:  2018-04-09       Impact factor: 4.783

8.  Comparison of phasing strategies for whole human genomes.

Authors:  Yongwook Choi; Agnes P Chan; Ewen Kirkness; Amalio Telenti; Nicholas J Schork
Journal:  PLoS Genet       Date:  2018-04-05       Impact factor: 5.917

9.  Trimmomatic: a flexible trimmer for Illumina sequence data.

Authors:  Anthony M Bolger; Marc Lohse; Bjoern Usadel
Journal:  Bioinformatics       Date:  2014-04-01       Impact factor: 6.937

Review 10.  Unzipping haplotypes in diploid and polyploid genomes.

Authors:  Xingtan Zhang; Ruoxi Wu; Yibin Wang; Jiaxin Yu; Haibao Tang
Journal:  Comput Struct Biotechnol J       Date:  2019-12-09       Impact factor: 7.271

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  1 in total

1.  CG and CHG Methylation Contribute to the Transcriptional Control of OsPRR37-Output Genes in Rice.

Authors:  Chuan Liu; Na Li; Zeping Lu; Qianxi Sun; Xinhan Pang; Xudong Xiang; Changhao Deng; Zhengshuojian Xiong; Kunxian Shu; Fang Yang; Zhongli Hu
Journal:  Front Plant Sci       Date:  2022-02-15       Impact factor: 5.753

  1 in total

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