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Expression GWAS of PGIP1 Identifies STOP1-Dependent and STOP1-Independent Regulation of PGIP1 in Aluminum Stress Signaling in Arabidopsis
To elucidate the unknown regulatory mechanisms involved in aluminum (Al)-induced expression of ( ), which is one of the downstream genes of SENSITIVE TO PROTON RHIZOTOXICITY 1 (STOP1) regulating Al-tolerance genes, we conducted a genome-wide association analysis of gene expression levels (eGWAS) of...
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Published in: | Frontiers in plant science 2021-12, Vol.12, p.774687-774687 |
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creator | Agrahari, Raj Kishan Enomoto, Takuo Ito, Hiroki Nakano, Yuki Yanase, Emiko Watanabe, Toshihiro Sadhukhan, Ayan Iuchi, Satoshi Kobayashi, Masatomo Panda, Sanjib Kumar Yamamoto, Yoshiharu Y Koyama, Hiroyuki Kobayashi, Yuriko |
description | To elucidate the unknown regulatory mechanisms involved in aluminum (Al)-induced expression of
(
), which is one of the downstream genes of SENSITIVE TO PROTON RHIZOTOXICITY 1 (STOP1) regulating Al-tolerance genes, we conducted a genome-wide association analysis of gene expression levels (eGWAS) of
in the shoots under Al stress using 83
accessions. The eGWAS, conducted through a mixed linear model, revealed 17 suggestive SNPs across the genome having the association with the expression level variation in
. The GWAS-detected SNPs were directly located inside transcription factors and other genes involved in stress signaling, which were expressed in response to Al. These candidate genes carried different expression level and amino acid polymorphisms. Among them, three genes encoding NAC domain-containing protein 27 (NAC027), TRX superfamily protein, and R-R-type MYB protein were associated with the suppression of
expression in their mutants, and accordingly, the system affected Al tolerance. We also found the involvement of Al-induced endogenous nitric oxide (NO) signaling, which induces
and
genes to regulate
expression. In this study, we provide genetic evidence that STOP1-independent NO signaling pathway and STOP1-dependent regulation in phosphoinositide (PI) signaling pathway are involved in the regulation of
expression under Al stress. |
doi_str_mv | 10.3389/fpls.2021.774687 |
format | article |
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(
), which is one of the downstream genes of SENSITIVE TO PROTON RHIZOTOXICITY 1 (STOP1) regulating Al-tolerance genes, we conducted a genome-wide association analysis of gene expression levels (eGWAS) of
in the shoots under Al stress using 83
accessions. The eGWAS, conducted through a mixed linear model, revealed 17 suggestive SNPs across the genome having the association with the expression level variation in
. The GWAS-detected SNPs were directly located inside transcription factors and other genes involved in stress signaling, which were expressed in response to Al. These candidate genes carried different expression level and amino acid polymorphisms. Among them, three genes encoding NAC domain-containing protein 27 (NAC027), TRX superfamily protein, and R-R-type MYB protein were associated with the suppression of
expression in their mutants, and accordingly, the system affected Al tolerance. We also found the involvement of Al-induced endogenous nitric oxide (NO) signaling, which induces
and
genes to regulate
expression. In this study, we provide genetic evidence that STOP1-independent NO signaling pathway and STOP1-dependent regulation in phosphoinositide (PI) signaling pathway are involved in the regulation of
expression under Al stress.</description><identifier>ISSN: 1664-462X</identifier><identifier>EISSN: 1664-462X</identifier><identifier>DOI: 10.3389/fpls.2021.774687</identifier><identifier>PMID: 34975956</identifier><language>eng</language><publisher>Switzerland: Frontiers Media S.A</publisher><subject>aluminum stress ; Arabidopsis thaliana ; GWAS ; PGIP1 ; phosphoinositide signaling ; Plant Science ; transcription factor</subject><ispartof>Frontiers in plant science, 2021-12, Vol.12, p.774687-774687</ispartof><rights>Copyright © 2021 Agrahari, Enomoto, Ito, Nakano, Yanase, Watanabe, Sadhukhan, Iuchi, Kobayashi, Panda, Yamamoto, Koyama and Kobayashi.</rights><rights>Copyright © 2021 Agrahari, Enomoto, Ito, Nakano, Yanase, Watanabe, Sadhukhan, Iuchi, Kobayashi, Panda, Yamamoto, Koyama and Kobayashi. 2021 Agrahari, Enomoto, Ito, Nakano, Yanase, Watanabe, Sadhukhan, Iuchi, Kobayashi, Panda, Yamamoto, Koyama and Kobayashi</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c528t-a9b136f55675110cea2ee50391a71a0a0a574229fd061312f6c85ec70c0e80393</citedby><cites>FETCH-LOGICAL-c528t-a9b136f55675110cea2ee50391a71a0a0a574229fd061312f6c85ec70c0e80393</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8719490/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8719490/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34975956$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Agrahari, Raj Kishan</creatorcontrib><creatorcontrib>Enomoto, Takuo</creatorcontrib><creatorcontrib>Ito, Hiroki</creatorcontrib><creatorcontrib>Nakano, Yuki</creatorcontrib><creatorcontrib>Yanase, Emiko</creatorcontrib><creatorcontrib>Watanabe, Toshihiro</creatorcontrib><creatorcontrib>Sadhukhan, Ayan</creatorcontrib><creatorcontrib>Iuchi, Satoshi</creatorcontrib><creatorcontrib>Kobayashi, Masatomo</creatorcontrib><creatorcontrib>Panda, Sanjib Kumar</creatorcontrib><creatorcontrib>Yamamoto, Yoshiharu Y</creatorcontrib><creatorcontrib>Koyama, Hiroyuki</creatorcontrib><creatorcontrib>Kobayashi, Yuriko</creatorcontrib><title>Expression GWAS of PGIP1 Identifies STOP1-Dependent and STOP1-Independent Regulation of PGIP1 in Aluminum Stress Signaling in Arabidopsis</title><title>Frontiers in plant science</title><addtitle>Front Plant Sci</addtitle><description>To elucidate the unknown regulatory mechanisms involved in aluminum (Al)-induced expression of
(
), which is one of the downstream genes of SENSITIVE TO PROTON RHIZOTOXICITY 1 (STOP1) regulating Al-tolerance genes, we conducted a genome-wide association analysis of gene expression levels (eGWAS) of
in the shoots under Al stress using 83
accessions. The eGWAS, conducted through a mixed linear model, revealed 17 suggestive SNPs across the genome having the association with the expression level variation in
. The GWAS-detected SNPs were directly located inside transcription factors and other genes involved in stress signaling, which were expressed in response to Al. These candidate genes carried different expression level and amino acid polymorphisms. Among them, three genes encoding NAC domain-containing protein 27 (NAC027), TRX superfamily protein, and R-R-type MYB protein were associated with the suppression of
expression in their mutants, and accordingly, the system affected Al tolerance. We also found the involvement of Al-induced endogenous nitric oxide (NO) signaling, which induces
and
genes to regulate
expression. In this study, we provide genetic evidence that STOP1-independent NO signaling pathway and STOP1-dependent regulation in phosphoinositide (PI) signaling pathway are involved in the regulation of
expression under Al stress.</description><subject>aluminum stress</subject><subject>Arabidopsis thaliana</subject><subject>GWAS</subject><subject>PGIP1</subject><subject>phosphoinositide signaling</subject><subject>Plant Science</subject><subject>transcription factor</subject><issn>1664-462X</issn><issn>1664-462X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpVkk1v1DAQhiMEolXpnRPKkUsWf8RfF6RVKUukSl2xRXCzvI4TXDl2sBMEP4F_jdPdrlr7MNbrmWdG9lsUbyFYYczFh250aYUAgivGasrZi-IcUlpXNUU_Xj45nxWXKd2DvAgAQrDXxRmuBSOC0PPi3_WfMZqUbPDl5vt6V4au3G6aLSyb1vjJdtakcnd3u4XVJzMav4il8u1Ra7LwqH41_ezUtJBOEOvLtZsH6-eh3E1Lo3Jne6-c9f3DZVR724Yx2fSmeNUpl8zlMV4U3z5f3119qW5uN83V-qbSBPGpUmIPMe0IoYxACLRRyBgCsICKQQXyJqxGSHQtoBBD1FHNidEMaGB4TsMXRXPgtkHdyzHaQcW_MigrH4QQe6niZLUzEmFFlcCg4wDWjC1BaaT4nuRZsNCZ9fHAGuf9YFqdnyEq9wz6_Mbbn7IPvyVnUNQCZMD7IyCGX7NJkxxs0sY55U2Yk0QUUsQh5CSngkOqjiGlaLpTGwjkYgi5GEIuhpAHQ-SSd0_HOxU8fj_-D9xXsS8</recordid><startdate>20211217</startdate><enddate>20211217</enddate><creator>Agrahari, Raj Kishan</creator><creator>Enomoto, Takuo</creator><creator>Ito, Hiroki</creator><creator>Nakano, Yuki</creator><creator>Yanase, Emiko</creator><creator>Watanabe, Toshihiro</creator><creator>Sadhukhan, Ayan</creator><creator>Iuchi, Satoshi</creator><creator>Kobayashi, Masatomo</creator><creator>Panda, Sanjib Kumar</creator><creator>Yamamoto, Yoshiharu Y</creator><creator>Koyama, Hiroyuki</creator><creator>Kobayashi, Yuriko</creator><general>Frontiers Media S.A</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20211217</creationdate><title>Expression GWAS of PGIP1 Identifies STOP1-Dependent and STOP1-Independent Regulation of PGIP1 in Aluminum Stress Signaling in Arabidopsis</title><author>Agrahari, Raj Kishan ; Enomoto, Takuo ; Ito, Hiroki ; Nakano, Yuki ; Yanase, Emiko ; Watanabe, Toshihiro ; Sadhukhan, Ayan ; Iuchi, Satoshi ; Kobayashi, Masatomo ; Panda, Sanjib Kumar ; Yamamoto, Yoshiharu Y ; Koyama, Hiroyuki ; Kobayashi, Yuriko</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c528t-a9b136f55675110cea2ee50391a71a0a0a574229fd061312f6c85ec70c0e80393</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>aluminum stress</topic><topic>Arabidopsis thaliana</topic><topic>GWAS</topic><topic>PGIP1</topic><topic>phosphoinositide signaling</topic><topic>Plant Science</topic><topic>transcription factor</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Agrahari, Raj Kishan</creatorcontrib><creatorcontrib>Enomoto, Takuo</creatorcontrib><creatorcontrib>Ito, Hiroki</creatorcontrib><creatorcontrib>Nakano, Yuki</creatorcontrib><creatorcontrib>Yanase, Emiko</creatorcontrib><creatorcontrib>Watanabe, Toshihiro</creatorcontrib><creatorcontrib>Sadhukhan, Ayan</creatorcontrib><creatorcontrib>Iuchi, Satoshi</creatorcontrib><creatorcontrib>Kobayashi, Masatomo</creatorcontrib><creatorcontrib>Panda, Sanjib Kumar</creatorcontrib><creatorcontrib>Yamamoto, Yoshiharu Y</creatorcontrib><creatorcontrib>Koyama, Hiroyuki</creatorcontrib><creatorcontrib>Kobayashi, Yuriko</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Frontiers in plant science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Agrahari, Raj Kishan</au><au>Enomoto, Takuo</au><au>Ito, Hiroki</au><au>Nakano, Yuki</au><au>Yanase, Emiko</au><au>Watanabe, Toshihiro</au><au>Sadhukhan, Ayan</au><au>Iuchi, Satoshi</au><au>Kobayashi, Masatomo</au><au>Panda, Sanjib Kumar</au><au>Yamamoto, Yoshiharu Y</au><au>Koyama, Hiroyuki</au><au>Kobayashi, Yuriko</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Expression GWAS of PGIP1 Identifies STOP1-Dependent and STOP1-Independent Regulation of PGIP1 in Aluminum Stress Signaling in Arabidopsis</atitle><jtitle>Frontiers in plant science</jtitle><addtitle>Front Plant Sci</addtitle><date>2021-12-17</date><risdate>2021</risdate><volume>12</volume><spage>774687</spage><epage>774687</epage><pages>774687-774687</pages><issn>1664-462X</issn><eissn>1664-462X</eissn><abstract>To elucidate the unknown regulatory mechanisms involved in aluminum (Al)-induced expression of
(
), which is one of the downstream genes of SENSITIVE TO PROTON RHIZOTOXICITY 1 (STOP1) regulating Al-tolerance genes, we conducted a genome-wide association analysis of gene expression levels (eGWAS) of
in the shoots under Al stress using 83
accessions. The eGWAS, conducted through a mixed linear model, revealed 17 suggestive SNPs across the genome having the association with the expression level variation in
. The GWAS-detected SNPs were directly located inside transcription factors and other genes involved in stress signaling, which were expressed in response to Al. These candidate genes carried different expression level and amino acid polymorphisms. Among them, three genes encoding NAC domain-containing protein 27 (NAC027), TRX superfamily protein, and R-R-type MYB protein were associated with the suppression of
expression in their mutants, and accordingly, the system affected Al tolerance. We also found the involvement of Al-induced endogenous nitric oxide (NO) signaling, which induces
and
genes to regulate
expression. In this study, we provide genetic evidence that STOP1-independent NO signaling pathway and STOP1-dependent regulation in phosphoinositide (PI) signaling pathway are involved in the regulation of
expression under Al stress.</abstract><cop>Switzerland</cop><pub>Frontiers Media S.A</pub><pmid>34975956</pmid><doi>10.3389/fpls.2021.774687</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | aluminum stress Arabidopsis thaliana GWAS PGIP1 phosphoinositide signaling Plant Science transcription factor |
title | Expression GWAS of PGIP1 Identifies STOP1-Dependent and STOP1-Independent Regulation of PGIP1 in Aluminum Stress Signaling in Arabidopsis |
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