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...
Main Authors: | , , , , , , , , , |
---|---|
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 |
id |
doaj-36981fe122754ce187903d5a427a4f70 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT taowang transcriptomeanalysisprovidesinsightsintograinfillinginfoxtailmilletisetariaitalicail AT huisong transcriptomeanalysisprovidesinsightsintograinfillinginfoxtailmilletisetariaitalicail AT pengtaoli transcriptomeanalysisprovidesinsightsintograinfillinginfoxtailmilletisetariaitalicail AT yangyangwei transcriptomeanalysisprovidesinsightsintograinfillinginfoxtailmilletisetariaitalicail AT nanhu transcriptomeanalysisprovidesinsightsintograinfillinginfoxtailmilletisetariaitalicail AT zhenwenchen transcriptomeanalysisprovidesinsightsintograinfillinginfoxtailmilletisetariaitalicail AT weiqiwang transcriptomeanalysisprovidesinsightsintograinfillinginfoxtailmilletisetariaitalicail AT jinrongliu transcriptomeanalysisprovidesinsightsintograinfillinginfoxtailmilletisetariaitalicail AT baohongzhang transcriptomeanalysisprovidesinsightsintograinfillinginfoxtailmilletisetariaitalicail AT renhaipeng transcriptomeanalysisprovidesinsightsintograinfillinginfoxtailmilletisetariaitalicail |
_version_ |
1724716724244185088 |