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eQTLs play critical roles in regulating gene expression and identifying key regulators in rice

The regulation of gene expression plays an essential role in both the phenotype and adaptation of plants. Transcriptome sequencing enables simultaneous identification of exonic variants and quantification of gene expression. Here, we sequenced the leaf transcriptomes of 287 rice accessions from arou...

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Autores principales: Liu, Chang, Zhu, Xiya, Zhang, Jin, Shen, Meng, Chen, Kai, Fu, Xiangkui, Ma, Lian, Liu, Xuelin, Zhou, Chang, Zhou, Dao‐Xiu, Wang, Gongwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9674320/
https://www.ncbi.nlm.nih.gov/pubmed/36087348
http://dx.doi.org/10.1111/pbi.13912
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author Liu, Chang
Zhu, Xiya
Zhang, Jin
Shen, Meng
Chen, Kai
Fu, Xiangkui
Ma, Lian
Liu, Xuelin
Zhou, Chang
Zhou, Dao‐Xiu
Wang, Gongwei
author_facet Liu, Chang
Zhu, Xiya
Zhang, Jin
Shen, Meng
Chen, Kai
Fu, Xiangkui
Ma, Lian
Liu, Xuelin
Zhou, Chang
Zhou, Dao‐Xiu
Wang, Gongwei
author_sort Liu, Chang
collection PubMed
description The regulation of gene expression plays an essential role in both the phenotype and adaptation of plants. Transcriptome sequencing enables simultaneous identification of exonic variants and quantification of gene expression. Here, we sequenced the leaf transcriptomes of 287 rice accessions from around the world and obtained a total of 177 853 high‐quality single nucleotide polymorphisms after filtering. Genome‐wide association study identified 44 354 expression quantitative trait loci (eQTLs), which regulate the expression of 13 201 genes, as well as 17 local eQTL hotspots and 96 distant eQTL hotspots. Furthermore, a transcriptome‐wide association study screened 21 candidate genes for starch content in the flag leaves at the heading stage. HS002 was identified as a significant distant eQTL hotspot with five downstream genes enriched for diterpene antitoxin synthesis. Co‐expression analysis, eQTL analysis, and linkage mapping together demonstrated that bHLH026 acts as a key regulator to activate the expression of downstream genes. The transgenic assay revealed that bHLH026 is an important regulator of diterpenoid antitoxin synthesis and enhances the disease resistance of rice. These findings improve our knowledge of the regulatory mechanisms of gene expression variation and complex regulatory networks of the rice genome and will facilitate genetic improvement of cultivated rice varieties.
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spelling pubmed-96743202022-11-21 eQTLs play critical roles in regulating gene expression and identifying key regulators in rice Liu, Chang Zhu, Xiya Zhang, Jin Shen, Meng Chen, Kai Fu, Xiangkui Ma, Lian Liu, Xuelin Zhou, Chang Zhou, Dao‐Xiu Wang, Gongwei Plant Biotechnol J Research Articles The regulation of gene expression plays an essential role in both the phenotype and adaptation of plants. Transcriptome sequencing enables simultaneous identification of exonic variants and quantification of gene expression. Here, we sequenced the leaf transcriptomes of 287 rice accessions from around the world and obtained a total of 177 853 high‐quality single nucleotide polymorphisms after filtering. Genome‐wide association study identified 44 354 expression quantitative trait loci (eQTLs), which regulate the expression of 13 201 genes, as well as 17 local eQTL hotspots and 96 distant eQTL hotspots. Furthermore, a transcriptome‐wide association study screened 21 candidate genes for starch content in the flag leaves at the heading stage. HS002 was identified as a significant distant eQTL hotspot with five downstream genes enriched for diterpene antitoxin synthesis. Co‐expression analysis, eQTL analysis, and linkage mapping together demonstrated that bHLH026 acts as a key regulator to activate the expression of downstream genes. The transgenic assay revealed that bHLH026 is an important regulator of diterpenoid antitoxin synthesis and enhances the disease resistance of rice. These findings improve our knowledge of the regulatory mechanisms of gene expression variation and complex regulatory networks of the rice genome and will facilitate genetic improvement of cultivated rice varieties. John Wiley and Sons Inc. 2022-09-10 2022-12 /pmc/articles/PMC9674320/ /pubmed/36087348 http://dx.doi.org/10.1111/pbi.13912 Text en © 2022 The Authors. Plant Biotechnology Journal published by Society for Experimental Biology and The Association of Applied Biologists and John Wiley & Sons Ltd. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Research Articles
Liu, Chang
Zhu, Xiya
Zhang, Jin
Shen, Meng
Chen, Kai
Fu, Xiangkui
Ma, Lian
Liu, Xuelin
Zhou, Chang
Zhou, Dao‐Xiu
Wang, Gongwei
eQTLs play critical roles in regulating gene expression and identifying key regulators in rice
title eQTLs play critical roles in regulating gene expression and identifying key regulators in rice
title_full eQTLs play critical roles in regulating gene expression and identifying key regulators in rice
title_fullStr eQTLs play critical roles in regulating gene expression and identifying key regulators in rice
title_full_unstemmed eQTLs play critical roles in regulating gene expression and identifying key regulators in rice
title_short eQTLs play critical roles in regulating gene expression and identifying key regulators in rice
title_sort eqtls play critical roles in regulating gene expression and identifying key regulators in rice
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9674320/
https://www.ncbi.nlm.nih.gov/pubmed/36087348
http://dx.doi.org/10.1111/pbi.13912
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