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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Main Authors: Yue Zhang, Razgar Seyed Rahmani, Xingyu Yang, Jinming Chen, Tao Shi
Format: Article
Language:English
Published: BMC 2020-06-01
Series:BMC Genomics
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12864-020-06853-y
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spelling 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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