Insights into the cotton anther development through association analysis of transcriptomic and small RNA sequencing
Abstract Background Plant anther development is a systematic and complex process precisely controlled by genes. Regulation genes and their regulatory mechanisms for this process remain elusive. In contrast to numerous researches on anther development with respect to mRNAs or miRNAs in many crops, th...
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doaj-9f960b3ca29940b093fcdcc3ecc5ecdf2020-11-25T02:15:21ZengBMCBMC Plant Biology1471-22292018-08-0118111210.1186/s12870-018-1376-4Insights into the cotton anther development through association analysis of transcriptomic and small RNA sequencingJin Chen0Pin Su1Pengyun Chen2Qiong Li3Xiaoling Yuan4Zhi Liu5College of Bioscience and Biotechnology, Hunan Agricultural UniversityHunan Academy of Agricultural Sciences, Institute of Plant ProtectionState Key Laboratory of Cotton Biology, Institute of Cotton Research of CAASCollege of Bioscience and Biotechnology, Hunan Agricultural UniversityCollege of Bioscience and Biotechnology, Hunan Agricultural UniversityCollege of Bioscience and Biotechnology, Hunan Agricultural UniversityAbstract Background Plant anther development is a systematic and complex process precisely controlled by genes. Regulation genes and their regulatory mechanisms for this process remain elusive. In contrast to numerous researches on anther development with respect to mRNAs or miRNAs in many crops, the association analysis combining both omics has not been reported on cotton anther. Results In this study, the molecular mechanism of cotton anther development was investigated with the employment of association analysis of transcriptome and small RNA sequencing during the predefined four stages of cotton anther development, sporogenuous cell proliferation (SCP), meiotic phase (MP), microspore release period (MRP) and pollen maturity (PM). Analysis revealed that the differentially expressed genes are increasingly recruited along with the developmental progress. Expression of functional genes differed significantly among developmental stages. The genes related with cell cycle, progesterone-mediated oocyte maturation, and meiosis are predominantly expressed at the early stage of anther development (SCP and MP), and the expression of genes involved in energy metabolism, flavonoid biosynthesis, axon guidance and phospholipase D signaling pathways is mainly enriched at the late stage of anther development (MRP and PM). Analysis of expression patterns revealed that there was the largest number of differentially expressed genes in the MP and the expression profiles of differentially expressed genes were significantly increased, which implied the importance of MP in the entire anther development cycle. In addition, prediction and analysis of miRNA targeted genes suggested that miRNAs play important roles in anther development. The miRNAs ghr-miR393, Dt_chr12_6065 and At_chr9_3080 participated in cell cycle, carbohydrate metabolism and auxin anabolism through the target genes, respectively, to achieve the regulation of anther development. Conclusions Through the association analysis of mRNA and miRNA, our work gives a better understanding of the preferentially expressed genes and regulation in different developmental stages of cotton anther and the importance of meiotic phase, and also the involvement of miRNAs in precise regulation for this process, which would be valuable for clarifying the mechanism of plant anther development in response to internal and external environments.http://link.springer.com/article/10.1186/s12870-018-1376-4CottonTranscriptomemicroRNAAnther developmentGene expression regulation |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jin Chen Pin Su Pengyun Chen Qiong Li Xiaoling Yuan Zhi Liu |
spellingShingle |
Jin Chen Pin Su Pengyun Chen Qiong Li Xiaoling Yuan Zhi Liu Insights into the cotton anther development through association analysis of transcriptomic and small RNA sequencing BMC Plant Biology Cotton Transcriptome microRNA Anther development Gene expression regulation |
author_facet |
Jin Chen Pin Su Pengyun Chen Qiong Li Xiaoling Yuan Zhi Liu |
author_sort |
Jin Chen |
title |
Insights into the cotton anther development through association analysis of transcriptomic and small RNA sequencing |
title_short |
Insights into the cotton anther development through association analysis of transcriptomic and small RNA sequencing |
title_full |
Insights into the cotton anther development through association analysis of transcriptomic and small RNA sequencing |
title_fullStr |
Insights into the cotton anther development through association analysis of transcriptomic and small RNA sequencing |
title_full_unstemmed |
Insights into the cotton anther development through association analysis of transcriptomic and small RNA sequencing |
title_sort |
insights into the cotton anther development through association analysis of transcriptomic and small rna sequencing |
publisher |
BMC |
series |
BMC Plant Biology |
issn |
1471-2229 |
publishDate |
2018-08-01 |
description |
Abstract Background Plant anther development is a systematic and complex process precisely controlled by genes. Regulation genes and their regulatory mechanisms for this process remain elusive. In contrast to numerous researches on anther development with respect to mRNAs or miRNAs in many crops, the association analysis combining both omics has not been reported on cotton anther. Results In this study, the molecular mechanism of cotton anther development was investigated with the employment of association analysis of transcriptome and small RNA sequencing during the predefined four stages of cotton anther development, sporogenuous cell proliferation (SCP), meiotic phase (MP), microspore release period (MRP) and pollen maturity (PM). Analysis revealed that the differentially expressed genes are increasingly recruited along with the developmental progress. Expression of functional genes differed significantly among developmental stages. The genes related with cell cycle, progesterone-mediated oocyte maturation, and meiosis are predominantly expressed at the early stage of anther development (SCP and MP), and the expression of genes involved in energy metabolism, flavonoid biosynthesis, axon guidance and phospholipase D signaling pathways is mainly enriched at the late stage of anther development (MRP and PM). Analysis of expression patterns revealed that there was the largest number of differentially expressed genes in the MP and the expression profiles of differentially expressed genes were significantly increased, which implied the importance of MP in the entire anther development cycle. In addition, prediction and analysis of miRNA targeted genes suggested that miRNAs play important roles in anther development. The miRNAs ghr-miR393, Dt_chr12_6065 and At_chr9_3080 participated in cell cycle, carbohydrate metabolism and auxin anabolism through the target genes, respectively, to achieve the regulation of anther development. Conclusions Through the association analysis of mRNA and miRNA, our work gives a better understanding of the preferentially expressed genes and regulation in different developmental stages of cotton anther and the importance of meiotic phase, and also the involvement of miRNAs in precise regulation for this process, which would be valuable for clarifying the mechanism of plant anther development in response to internal and external environments. |
topic |
Cotton Transcriptome microRNA Anther development Gene expression regulation |
url |
http://link.springer.com/article/10.1186/s12870-018-1376-4 |
work_keys_str_mv |
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