Transcriptome Analysis Provides Insights into Grain Filling in Foxtail Millet (<i>Setaria italica</i> L.)

Grain filling is an importantly developmental process which is associated with the yield and quality of foxtail millet (<i>Setaria italic</i> L.). However, the molecular mechanisms of grain filling are rarely reported in foxtail millet. In our study, RNA-seq was performed to investigate...

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Main Authors: Tao Wang, Hui Song, Pengtao Li, Yangyang Wei, Nan Hu, Zhenwen Chen, Weiqi Wang, Jinrong Liu, Baohong Zhang, Renhai Peng
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:https://www.mdpi.com/1422-0067/21/14/5031
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spelling doaj-36981fe122754ce187903d5a427a4f702020-11-25T02:55:19ZengMDPI AGInternational Journal of Molecular Sciences1661-65961422-00672020-07-01215031503110.3390/ijms21145031Transcriptome Analysis Provides Insights into Grain Filling in Foxtail Millet (<i>Setaria italica</i> L.)Tao Wang0Hui Song1Pengtao Li2Yangyang Wei3Nan Hu4Zhenwen Chen5Weiqi Wang6Jinrong Liu7Baohong Zhang8Renhai Peng9College of Biology and Food Engineering, Anyang Institute of Technology, Anyang 455000, ChinaAnyang Academy of Agriculture Sciences, Anyang 455000, ChinaCollege of Biology and Food Engineering, Anyang Institute of Technology, Anyang 455000, ChinaCollege of Biology and Food Engineering, Anyang Institute of Technology, Anyang 455000, ChinaCollege of Biology and Food Engineering, Anyang Institute of Technology, Anyang 455000, ChinaCollege of Biology and Food Engineering, Anyang Institute of Technology, Anyang 455000, ChinaCollege of Biology and Food Engineering, Anyang Institute of Technology, Anyang 455000, ChinaAnyang Academy of Agriculture Sciences, Anyang 455000, ChinaDepartment of Biology, East Carolina University, Greenville, NC 27858, USACollege of Biology and Food Engineering, Anyang Institute of Technology, Anyang 455000, ChinaGrain filling is an importantly developmental process which is associated with the yield and quality of foxtail millet (<i>Setaria italic</i> L.). However, the molecular mechanisms of grain filling are rarely reported in foxtail millet. In our study, RNA-seq was performed to investigate the transcriptional dynamics and identify the key genes involved in grain filling in foxtail millet at five different developmental stages. A total of 11,399 differentially expressed genes (DEGs), including 902 transcription factors (TFs), were identified. Certain important genes involved in grain filling were discovered through a function annotation and temporal expression patterns analysis. These genes included genes associated with starch biosynthesis, cell-wall invertases, hormone signal transduction, and polyamine metabolism pathways. The expression levels of seven randomly selected DEGs were validated by a quantitative real-time polymerase chain reaction (qRT-PCR). This study provides the first insight into the changes in the gene expression of grain filling at different developmental stages in foxtail millet. These results could help understand the complex molecular mechanisms of the panicle formation in foxtail millet and other cereal crops.https://www.mdpi.com/1422-0067/21/14/5031foxtail milletgrain fillingRNA-SeqDEGsstarch biosynthesis
collection DOAJ
language English
format Article
sources DOAJ
author Tao Wang
Hui Song
Pengtao Li
Yangyang Wei
Nan Hu
Zhenwen Chen
Weiqi Wang
Jinrong Liu
Baohong Zhang
Renhai Peng
spellingShingle Tao Wang
Hui Song
Pengtao Li
Yangyang Wei
Nan Hu
Zhenwen Chen
Weiqi Wang
Jinrong Liu
Baohong Zhang
Renhai Peng
Transcriptome Analysis Provides Insights into Grain Filling in Foxtail Millet (<i>Setaria italica</i> L.)
International Journal of Molecular Sciences
foxtail millet
grain filling
RNA-Seq
DEGs
starch biosynthesis
author_facet Tao Wang
Hui Song
Pengtao Li
Yangyang Wei
Nan Hu
Zhenwen Chen
Weiqi Wang
Jinrong Liu
Baohong Zhang
Renhai Peng
author_sort Tao Wang
title Transcriptome Analysis Provides Insights into Grain Filling in Foxtail Millet (<i>Setaria italica</i> L.)
title_short Transcriptome Analysis Provides Insights into Grain Filling in Foxtail Millet (<i>Setaria italica</i> L.)
title_full Transcriptome Analysis Provides Insights into Grain Filling in Foxtail Millet (<i>Setaria italica</i> L.)
title_fullStr Transcriptome Analysis Provides Insights into Grain Filling in Foxtail Millet (<i>Setaria italica</i> L.)
title_full_unstemmed Transcriptome Analysis Provides Insights into Grain Filling in Foxtail Millet (<i>Setaria italica</i> L.)
title_sort transcriptome analysis provides insights into grain filling in foxtail millet (<i>setaria italica</i> l.)
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1661-6596
1422-0067
publishDate 2020-07-01
description Grain filling is an importantly developmental process which is associated with the yield and quality of foxtail millet (<i>Setaria italic</i> L.). However, the molecular mechanisms of grain filling are rarely reported in foxtail millet. In our study, RNA-seq was performed to investigate the transcriptional dynamics and identify the key genes involved in grain filling in foxtail millet at five different developmental stages. A total of 11,399 differentially expressed genes (DEGs), including 902 transcription factors (TFs), were identified. Certain important genes involved in grain filling were discovered through a function annotation and temporal expression patterns analysis. These genes included genes associated with starch biosynthesis, cell-wall invertases, hormone signal transduction, and polyamine metabolism pathways. The expression levels of seven randomly selected DEGs were validated by a quantitative real-time polymerase chain reaction (qRT-PCR). This study provides the first insight into the changes in the gene expression of grain filling at different developmental stages in foxtail millet. These results could help understand the complex molecular mechanisms of the panicle formation in foxtail millet and other cereal crops.
topic foxtail millet
grain filling
RNA-Seq
DEGs
starch biosynthesis
url https://www.mdpi.com/1422-0067/21/14/5031
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