Integrative expression network analysis of microRNA and gene isoforms in sacred lotus
- Author
- Yue Zhang, Razgar Seyed Rahmani, Xingyu Yang, Jinming Chen and Tao Shi
- Organization
- Abstract
- Background Gene expression is complex and regulated by multiple molecular mechanisms, such as miRNA-mediated gene inhibition and alternative-splicing of pre-mRNAs. However, the coordination of interaction between miRNAs with different splicing isoforms, and the change of splicing isoform in response to different cellular environments are largely unexplored in plants. In this study, we analyzed the miRNA and mRNA transcriptome from lotus (Nelumbo nucifera), an economically important flowering plant. Results Through RNA-seq analyses on miRNAs and their target genes (isoforms) among six lotus tissues, expression of most miRNAs seem to be negatively correlated with their targets and tend to be tissue-specific. Further, our results showed that preferential interactions between miRNAs and hub gene isoforms in one coexpression module which is highly correlated with leaf. Intriguingly, for many genes, their corresponding isoforms were assigned to different co-expressed modules, and they exhibited more divergent mRNA structures including presence and absence of miRNA binding sites, suggesting functional divergence for many isoforms is escalated by both structural and expression divergence. Further detailed functional enrichment analysis of miRNA targets revealed that miRNAs are involved in the regulation of lotus growth and development by regulating plant hormone-related pathway genes. Conclusions Taken together, our comprehensive analyses of miRNA and mRNA transcriptome elucidate the coordination of interaction between miRNAs and different splicing isoforms, and highlight the functional divergence of many transcript isoforms from the same locus in lotus.
- Keywords
- Genetics, Biotechnology, microRNA, Transcript isoforms, Co-expression network, Sacred lotus, ANALYSIS REVEALS, PLANT, MIRNAS, TRANSCRIPTOME, EVOLUTION, CAMELLIA, TARGETS, ADAPTATION, INSIGHTS, PATHWAYS
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Citation
Please use this url to cite or link to this publication: http://hdl.handle.net/1854/LU-8735924
- MLA
- Zhang, Yue, et al. “Integrative Expression Network Analysis of MicroRNA and Gene Isoforms in Sacred Lotus.” BMC GENOMICS, vol. 21, no. 1, 2020, doi:10.1186/s12864-020-06853-y.
- APA
- Zhang, Y., Seyed Rahmani, R., Yang, X., Chen, J., & Shi, T. (2020). Integrative expression network analysis of microRNA and gene isoforms in sacred lotus. BMC GENOMICS, 21(1). https://doi.org/10.1186/s12864-020-06853-y
- Chicago author-date
- Zhang, Yue, Razgar Seyed Rahmani, Xingyu Yang, Jinming Chen, and Tao Shi. 2020. “Integrative Expression Network Analysis of MicroRNA and Gene Isoforms in Sacred Lotus.” BMC GENOMICS 21 (1). https://doi.org/10.1186/s12864-020-06853-y.
- Chicago author-date (all authors)
- Zhang, Yue, Razgar Seyed Rahmani, Xingyu Yang, Jinming Chen, and Tao Shi. 2020. “Integrative Expression Network Analysis of MicroRNA and Gene Isoforms in Sacred Lotus.” BMC GENOMICS 21 (1). doi:10.1186/s12864-020-06853-y.
- Vancouver
- 1.Zhang Y, Seyed Rahmani R, Yang X, Chen J, Shi T. Integrative expression network analysis of microRNA and gene isoforms in sacred lotus. BMC GENOMICS. 2020;21(1).
- IEEE
- [1]Y. Zhang, R. Seyed Rahmani, X. Yang, J. Chen, and T. Shi, “Integrative expression network analysis of microRNA and gene isoforms in sacred lotus,” BMC GENOMICS, vol. 21, no. 1, 2020.
@article{8735924,
abstract = {{Background Gene expression is complex and regulated by multiple molecular mechanisms, such as miRNA-mediated gene inhibition and alternative-splicing of pre-mRNAs. However, the coordination of interaction between miRNAs with different splicing isoforms, and the change of splicing isoform in response to different cellular environments are largely unexplored in plants. In this study, we analyzed the miRNA and mRNA transcriptome from lotus (Nelumbo nucifera), an economically important flowering plant. Results Through RNA-seq analyses on miRNAs and their target genes (isoforms) among six lotus tissues, expression of most miRNAs seem to be negatively correlated with their targets and tend to be tissue-specific. Further, our results showed that preferential interactions between miRNAs and hub gene isoforms in one coexpression module which is highly correlated with leaf. Intriguingly, for many genes, their corresponding isoforms were assigned to different co-expressed modules, and they exhibited more divergent mRNA structures including presence and absence of miRNA binding sites, suggesting functional divergence for many isoforms is escalated by both structural and expression divergence. Further detailed functional enrichment analysis of miRNA targets revealed that miRNAs are involved in the regulation of lotus growth and development by regulating plant hormone-related pathway genes. Conclusions Taken together, our comprehensive analyses of miRNA and mRNA transcriptome elucidate the coordination of interaction between miRNAs and different splicing isoforms, and highlight the functional divergence of many transcript isoforms from the same locus in lotus.}},
articleno = {{429}},
author = {{Zhang, Yue and Seyed Rahmani, Razgar and Yang, Xingyu and Chen, Jinming and Shi, Tao}},
issn = {{1471-2164}},
journal = {{BMC GENOMICS}},
keywords = {{Genetics,Biotechnology,microRNA,Transcript isoforms,Co-expression network,Sacred lotus,ANALYSIS REVEALS,PLANT,MIRNAS,TRANSCRIPTOME,EVOLUTION,CAMELLIA,TARGETS,ADAPTATION,INSIGHTS,PATHWAYS}},
language = {{eng}},
number = {{1}},
pages = {{13}},
title = {{Integrative expression network analysis of microRNA and gene isoforms in sacred lotus}},
url = {{http://doi.org/10.1186/s12864-020-06853-y}},
volume = {{21}},
year = {{2020}},
}
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