Integrative expression network analysis of microRNA and gene isoforms in sacred lotus
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...
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doaj-e507f43ac4054a429fe78460e39915452020-11-25T03:47:20ZengBMCBMC Genomics1471-21642020-06-0121111310.1186/s12864-020-06853-yIntegrative expression network analysis of microRNA and gene isoforms in sacred lotusYue Zhang0Razgar Seyed Rahmani1Xingyu Yang2Jinming Chen3Tao Shi4Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of SciencesDepartment of Plant Biotechnology and Bioinformatics, Ghent UniversityWuhan Institute of Landscape ArchitectureKey Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of SciencesKey Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of SciencesAbstract 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.http://link.springer.com/article/10.1186/s12864-020-06853-ymicroRNATranscript isoformsCo-expression networkSacred lotus |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yue Zhang Razgar Seyed Rahmani Xingyu Yang Jinming Chen Tao Shi |
spellingShingle |
Yue Zhang Razgar Seyed Rahmani Xingyu Yang Jinming Chen Tao Shi Integrative expression network analysis of microRNA and gene isoforms in sacred lotus BMC Genomics microRNA Transcript isoforms Co-expression network Sacred lotus |
author_facet |
Yue Zhang Razgar Seyed Rahmani Xingyu Yang Jinming Chen Tao Shi |
author_sort |
Yue Zhang |
title |
Integrative expression network analysis of microRNA and gene isoforms in sacred lotus |
title_short |
Integrative expression network analysis of microRNA and gene isoforms in sacred lotus |
title_full |
Integrative expression network analysis of microRNA and gene isoforms in sacred lotus |
title_fullStr |
Integrative expression network analysis of microRNA and gene isoforms in sacred lotus |
title_full_unstemmed |
Integrative expression network analysis of microRNA and gene isoforms in sacred lotus |
title_sort |
integrative expression network analysis of microrna and gene isoforms in sacred lotus |
publisher |
BMC |
series |
BMC Genomics |
issn |
1471-2164 |
publishDate |
2020-06-01 |
description |
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. |
topic |
microRNA Transcript isoforms Co-expression network Sacred lotus |
url |
http://link.springer.com/article/10.1186/s12864-020-06853-y |
work_keys_str_mv |
AT yuezhang integrativeexpressionnetworkanalysisofmicrornaandgeneisoformsinsacredlotus AT razgarseyedrahmani integrativeexpressionnetworkanalysisofmicrornaandgeneisoformsinsacredlotus AT xingyuyang integrativeexpressionnetworkanalysisofmicrornaandgeneisoformsinsacredlotus AT jinmingchen integrativeexpressionnetworkanalysisofmicrornaandgeneisoformsinsacredlotus AT taoshi integrativeexpressionnetworkanalysisofmicrornaandgeneisoformsinsacredlotus |
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