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Joint QTL Mapping and Transcriptome Sequencing Analysis Reveal Candidate Seed-Shattering-Related Genes in Common Buckwheat

Common buckwheat (Fagopyrum esculentum M.) is an important traditional miscellaneous grain crop. However, seed-shattering is a significant problem in common buckwheat. To investigate the genetic architecture and genetic regulation of seed-shattering in common buckwheat, we constructed a genetic link...

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Autores principales: Chen, Chuyi, Zhang, Yuke, Liu, Yang, Cui, Jingbin, He, Xingxing, Wu, Yichao, Yue, Linqing, Zhang, Jian, Ding, Mengqi, Yi, Zelin, Fang, Xiaomei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10298342/
https://www.ncbi.nlm.nih.gov/pubmed/37373161
http://dx.doi.org/10.3390/ijms241210013
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author Chen, Chuyi
Zhang, Yuke
Liu, Yang
Cui, Jingbin
He, Xingxing
Wu, Yichao
Yue, Linqing
Zhang, Jian
Ding, Mengqi
Yi, Zelin
Fang, Xiaomei
author_facet Chen, Chuyi
Zhang, Yuke
Liu, Yang
Cui, Jingbin
He, Xingxing
Wu, Yichao
Yue, Linqing
Zhang, Jian
Ding, Mengqi
Yi, Zelin
Fang, Xiaomei
author_sort Chen, Chuyi
collection PubMed
description Common buckwheat (Fagopyrum esculentum M.) is an important traditional miscellaneous grain crop. However, seed-shattering is a significant problem in common buckwheat. To investigate the genetic architecture and genetic regulation of seed-shattering in common buckwheat, we constructed a genetic linkage map using the F(2) population of Gr (green-flower mutant and shattering resistance) and UD (white flower and susceptible to shattering), which included eight linkage groups with 174 loci, and detected seven QTLs of pedicel strength. RNA-seq analysis of pedicel in two parents revealed 214 differentially expressed genes DEGs that play roles in phenylpropanoid biosynthesis, vitamin B6 metabolism, and flavonoid biosynthesis. Weighted gene co-expression network analysis (WGCNA) was performed and screened out 19 core hub genes. Untargeted GC-MS analysis detected 138 different metabolites and conjoint analysis screened out 11 DEGs, which were significantly associated with differential metabolites. Furthermore, we identified 43 genes in the QTLs, of which six genes had high expression levels in the pedicel of common buckwheat. Finally, 21 candidate genes were screened out based on the above analysis and gene function. Our results provided additional knowledge for the identification and functions of causal candidate genes responsible for the variation in seed-shattering and would be an invaluable resource for the genetic dissection of common buckwheat resistance-shattering molecular breeding.
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spelling pubmed-102983422023-06-28 Joint QTL Mapping and Transcriptome Sequencing Analysis Reveal Candidate Seed-Shattering-Related Genes in Common Buckwheat Chen, Chuyi Zhang, Yuke Liu, Yang Cui, Jingbin He, Xingxing Wu, Yichao Yue, Linqing Zhang, Jian Ding, Mengqi Yi, Zelin Fang, Xiaomei Int J Mol Sci Article Common buckwheat (Fagopyrum esculentum M.) is an important traditional miscellaneous grain crop. However, seed-shattering is a significant problem in common buckwheat. To investigate the genetic architecture and genetic regulation of seed-shattering in common buckwheat, we constructed a genetic linkage map using the F(2) population of Gr (green-flower mutant and shattering resistance) and UD (white flower and susceptible to shattering), which included eight linkage groups with 174 loci, and detected seven QTLs of pedicel strength. RNA-seq analysis of pedicel in two parents revealed 214 differentially expressed genes DEGs that play roles in phenylpropanoid biosynthesis, vitamin B6 metabolism, and flavonoid biosynthesis. Weighted gene co-expression network analysis (WGCNA) was performed and screened out 19 core hub genes. Untargeted GC-MS analysis detected 138 different metabolites and conjoint analysis screened out 11 DEGs, which were significantly associated with differential metabolites. Furthermore, we identified 43 genes in the QTLs, of which six genes had high expression levels in the pedicel of common buckwheat. Finally, 21 candidate genes were screened out based on the above analysis and gene function. Our results provided additional knowledge for the identification and functions of causal candidate genes responsible for the variation in seed-shattering and would be an invaluable resource for the genetic dissection of common buckwheat resistance-shattering molecular breeding. MDPI 2023-06-11 /pmc/articles/PMC10298342/ /pubmed/37373161 http://dx.doi.org/10.3390/ijms241210013 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chen, Chuyi
Zhang, Yuke
Liu, Yang
Cui, Jingbin
He, Xingxing
Wu, Yichao
Yue, Linqing
Zhang, Jian
Ding, Mengqi
Yi, Zelin
Fang, Xiaomei
Joint QTL Mapping and Transcriptome Sequencing Analysis Reveal Candidate Seed-Shattering-Related Genes in Common Buckwheat
title Joint QTL Mapping and Transcriptome Sequencing Analysis Reveal Candidate Seed-Shattering-Related Genes in Common Buckwheat
title_full Joint QTL Mapping and Transcriptome Sequencing Analysis Reveal Candidate Seed-Shattering-Related Genes in Common Buckwheat
title_fullStr Joint QTL Mapping and Transcriptome Sequencing Analysis Reveal Candidate Seed-Shattering-Related Genes in Common Buckwheat
title_full_unstemmed Joint QTL Mapping and Transcriptome Sequencing Analysis Reveal Candidate Seed-Shattering-Related Genes in Common Buckwheat
title_short Joint QTL Mapping and Transcriptome Sequencing Analysis Reveal Candidate Seed-Shattering-Related Genes in Common Buckwheat
title_sort joint qtl mapping and transcriptome sequencing analysis reveal candidate seed-shattering-related genes in common buckwheat
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10298342/
https://www.ncbi.nlm.nih.gov/pubmed/37373161
http://dx.doi.org/10.3390/ijms241210013
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