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Genome-wide association, RNA-seq and iTRAQ analyses identify candidate genes controlling radicle length of wheat
The radicle, present in the embryo of a seed, is the first root to emerge at germination, and its rapid growth is essential for establishment and survival of the seedling. However, there are few studies on the critical mechanisms underlying radicle and then radicle length in wheat seedlings, despite...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9554269/ https://www.ncbi.nlm.nih.gov/pubmed/36247556 http://dx.doi.org/10.3389/fpls.2022.939544 |
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author | Xu, Fengdan Chen, Shulin Zhou, Sumei Yue, Chao Yang, Xiwen Zhang, Xiang Zhan, Kehui He, Dexian |
author_facet | Xu, Fengdan Chen, Shulin Zhou, Sumei Yue, Chao Yang, Xiwen Zhang, Xiang Zhan, Kehui He, Dexian |
author_sort | Xu, Fengdan |
collection | PubMed |
description | The radicle, present in the embryo of a seed, is the first root to emerge at germination, and its rapid growth is essential for establishment and survival of the seedling. However, there are few studies on the critical mechanisms underlying radicle and then radicle length in wheat seedlings, despite its importance as a food crop throughout the world. In the present study, 196 wheat accessions from the Huanghuai Wheat Region were screened to measure radicle length under 4 hydroponic culture environments over 3 years. Different expression genes and proteins (DEGs/DEPs) between accessions with extremely long [Yunong 949 (WRL1), Zhongyu 9,302 (WRL2)] and short roots [Yunong 201 (WRS1), Beijing 841 (WRS2)] were identified in 12 sets of root tissue samples by RNA-seq and iTRAQ (Isobaric tags for relative and absolute quantification). Phenotypic results showed that the elongation zone was significantly longer in root accessions with long roots compared to the short-rooted accessions. A genome-wide association study (GWAS) identified four stable chromosomal regions significantly associated with radicle length, among which 1A, 4A, and 7A chromosomes regions explained 7.17% to12.93% of the phenotypic variation. The omics studies identified the expression patterns of 24 DEGs/DEPs changed at both the transcriptional and protein levels. These DEGs/DEPs were mainly involved in carbon fixation in photosynthetic organisms, photosynthesis and phenylpropanoid biosynthesis pathways. TraesCS1A02G104100 and TraesCS2B02G519100 were involved in the biosynthesis of tricin-lignins in cell walls and may affect the extension of cell walls in the radicle elongation zone. A combination of GWAS and RNA-seq analyses revealed 19 DEGs with expression changes in the four accessions, among which, TraesCS1A02G422700 (a cysteine-rich receptor-like protein kinase 6, CRK6) also showed upregulation in the comparison group by RNA-seq, iTRAQ, and qRT-PCR. BSMV-mediated gene silencing also showed that TaCRK6 improves root development in wheat. Our data suggest that TaCRK6 is a candidate gene regulating radicle length in wheat. |
format | Online Article Text |
id | pubmed-9554269 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95542692022-10-13 Genome-wide association, RNA-seq and iTRAQ analyses identify candidate genes controlling radicle length of wheat Xu, Fengdan Chen, Shulin Zhou, Sumei Yue, Chao Yang, Xiwen Zhang, Xiang Zhan, Kehui He, Dexian Front Plant Sci Plant Science The radicle, present in the embryo of a seed, is the first root to emerge at germination, and its rapid growth is essential for establishment and survival of the seedling. However, there are few studies on the critical mechanisms underlying radicle and then radicle length in wheat seedlings, despite its importance as a food crop throughout the world. In the present study, 196 wheat accessions from the Huanghuai Wheat Region were screened to measure radicle length under 4 hydroponic culture environments over 3 years. Different expression genes and proteins (DEGs/DEPs) between accessions with extremely long [Yunong 949 (WRL1), Zhongyu 9,302 (WRL2)] and short roots [Yunong 201 (WRS1), Beijing 841 (WRS2)] were identified in 12 sets of root tissue samples by RNA-seq and iTRAQ (Isobaric tags for relative and absolute quantification). Phenotypic results showed that the elongation zone was significantly longer in root accessions with long roots compared to the short-rooted accessions. A genome-wide association study (GWAS) identified four stable chromosomal regions significantly associated with radicle length, among which 1A, 4A, and 7A chromosomes regions explained 7.17% to12.93% of the phenotypic variation. The omics studies identified the expression patterns of 24 DEGs/DEPs changed at both the transcriptional and protein levels. These DEGs/DEPs were mainly involved in carbon fixation in photosynthetic organisms, photosynthesis and phenylpropanoid biosynthesis pathways. TraesCS1A02G104100 and TraesCS2B02G519100 were involved in the biosynthesis of tricin-lignins in cell walls and may affect the extension of cell walls in the radicle elongation zone. A combination of GWAS and RNA-seq analyses revealed 19 DEGs with expression changes in the four accessions, among which, TraesCS1A02G422700 (a cysteine-rich receptor-like protein kinase 6, CRK6) also showed upregulation in the comparison group by RNA-seq, iTRAQ, and qRT-PCR. BSMV-mediated gene silencing also showed that TaCRK6 improves root development in wheat. Our data suggest that TaCRK6 is a candidate gene regulating radicle length in wheat. Frontiers Media S.A. 2022-09-28 /pmc/articles/PMC9554269/ /pubmed/36247556 http://dx.doi.org/10.3389/fpls.2022.939544 Text en Copyright © 2022 Xu, Chen, Zhou, Yue, Yang, Zhang, Zhan and He. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Xu, Fengdan Chen, Shulin Zhou, Sumei Yue, Chao Yang, Xiwen Zhang, Xiang Zhan, Kehui He, Dexian Genome-wide association, RNA-seq and iTRAQ analyses identify candidate genes controlling radicle length of wheat |
title | Genome-wide association, RNA-seq and iTRAQ analyses identify candidate genes controlling radicle length of wheat |
title_full | Genome-wide association, RNA-seq and iTRAQ analyses identify candidate genes controlling radicle length of wheat |
title_fullStr | Genome-wide association, RNA-seq and iTRAQ analyses identify candidate genes controlling radicle length of wheat |
title_full_unstemmed | Genome-wide association, RNA-seq and iTRAQ analyses identify candidate genes controlling radicle length of wheat |
title_short | Genome-wide association, RNA-seq and iTRAQ analyses identify candidate genes controlling radicle length of wheat |
title_sort | genome-wide association, rna-seq and itraq analyses identify candidate genes controlling radicle length of wheat |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9554269/ https://www.ncbi.nlm.nih.gov/pubmed/36247556 http://dx.doi.org/10.3389/fpls.2022.939544 |
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