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Genome-Wide Association Study of Morpho-Physiological Traits in Aegilops tauschii to Broaden Wheat Genetic Diversity
, the D-genome donor of bread wheat, is a storehouse of genetic diversity that can be used for wheat improvement. This species consists of two main lineages (TauL1 and TauL2) and one minor lineage (TauL3). Its morpho-physiological diversity is large, with adaptations to a wide ecological range. Iden...
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Published in: | Plants (Basel) 2021-01, Vol.10 (2), p.211 |
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creator | Mahjoob, Mazin Mahjoob Mohamed Gorafi, Yasir Serag Alnor Kamal, Nasrein Mohamed Yamasaki, Yuji Tahir, Izzat Sidahmed Ali Matsuoka, Yoshihiro Tsujimoto, Hisashi |
description | , the D-genome donor of bread wheat, is a storehouse of genetic diversity that can be used for wheat improvement. This species consists of two main lineages (TauL1 and TauL2) and one minor lineage (TauL3). Its morpho-physiological diversity is large, with adaptations to a wide ecological range. Identification of allelic diversity in
is of utmost importance for efficient breeding and widening of the genetic base of wheat. This study aimed at identifying markers or genes associated with morpho-physiological traits in
, and at understanding the difference in genetic diversity between the two main lineages. We performed genome-wide association studies of 11 morpho-physiological traits of 343
accessions representing the entire range of habitats using 34,829 DArTseq markers. We observed a wide range of morpho-physiological variation among all accessions. We identified 23 marker-trait associations (MTAs) in all accessions, 15 specific to TauL1 and eight specific to TauL2, suggesting independent evolution in each lineage. Some of the MTAs could be novel and have not been reported in bread wheat. The markers or genes identified in this study will help reveal the genes controlling the morpho-physiological traits in
, and thus in bread wheat even if the plant morphology is different. |
doi_str_mv | 10.3390/plants10020211 |
format | article |
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is of utmost importance for efficient breeding and widening of the genetic base of wheat. This study aimed at identifying markers or genes associated with morpho-physiological traits in
, and at understanding the difference in genetic diversity between the two main lineages. We performed genome-wide association studies of 11 morpho-physiological traits of 343
accessions representing the entire range of habitats using 34,829 DArTseq markers. We observed a wide range of morpho-physiological variation among all accessions. We identified 23 marker-trait associations (MTAs) in all accessions, 15 specific to TauL1 and eight specific to TauL2, suggesting independent evolution in each lineage. Some of the MTAs could be novel and have not been reported in bread wheat. The markers or genes identified in this study will help reveal the genes controlling the morpho-physiological traits in
, and thus in bread wheat even if the plant morphology is different.</description><identifier>ISSN: 2223-7747</identifier><identifier>EISSN: 2223-7747</identifier><identifier>DOI: 10.3390/plants10020211</identifier><identifier>PMID: 33499189</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Adaptation ; Aegilops tauschii ; Bread ; DArTseq marker ; Evolution ; Genes ; Genetic diversity ; Genome-wide association studies ; Genomes ; Goat grass ; Grain ; GWAS ; Markers ; morpho-physiological diversity ; Morphology ; Physiology ; Plant morphology ; Triticum aestivum ; Wheat</subject><ispartof>Plants (Basel), 2021-01, Vol.10 (2), p.211</ispartof><rights>2021 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2021 by the authors. 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c594t-71a0a43797f3a5f20d94e55f477cb8ad94c9149d1233635820f071b4e63017353</citedby><cites>FETCH-LOGICAL-c594t-71a0a43797f3a5f20d94e55f477cb8ad94c9149d1233635820f071b4e63017353</cites><orcidid>0000-0002-1711-6961 ; 0000-0003-0203-0759 ; 0000-0003-4068-7807 ; 0000-0002-6627-0287</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2599088916/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2599088916?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,25732,27903,27904,36991,36992,44569,53769,53771,74872</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33499189$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Mahjoob, Mazin Mahjoob Mohamed</creatorcontrib><creatorcontrib>Gorafi, Yasir Serag Alnor</creatorcontrib><creatorcontrib>Kamal, Nasrein Mohamed</creatorcontrib><creatorcontrib>Yamasaki, Yuji</creatorcontrib><creatorcontrib>Tahir, Izzat Sidahmed Ali</creatorcontrib><creatorcontrib>Matsuoka, Yoshihiro</creatorcontrib><creatorcontrib>Tsujimoto, Hisashi</creatorcontrib><title>Genome-Wide Association Study of Morpho-Physiological Traits in Aegilops tauschii to Broaden Wheat Genetic Diversity</title><title>Plants (Basel)</title><addtitle>Plants (Basel)</addtitle><description>, the D-genome donor of bread wheat, is a storehouse of genetic diversity that can be used for wheat improvement. This species consists of two main lineages (TauL1 and TauL2) and one minor lineage (TauL3). Its morpho-physiological diversity is large, with adaptations to a wide ecological range. Identification of allelic diversity in
is of utmost importance for efficient breeding and widening of the genetic base of wheat. This study aimed at identifying markers or genes associated with morpho-physiological traits in
, and at understanding the difference in genetic diversity between the two main lineages. We performed genome-wide association studies of 11 morpho-physiological traits of 343
accessions representing the entire range of habitats using 34,829 DArTseq markers. We observed a wide range of morpho-physiological variation among all accessions. We identified 23 marker-trait associations (MTAs) in all accessions, 15 specific to TauL1 and eight specific to TauL2, suggesting independent evolution in each lineage. Some of the MTAs could be novel and have not been reported in bread wheat. The markers or genes identified in this study will help reveal the genes controlling the morpho-physiological traits in
, and thus in bread wheat even if the plant morphology is different.</description><subject>Adaptation</subject><subject>Aegilops tauschii</subject><subject>Bread</subject><subject>DArTseq marker</subject><subject>Evolution</subject><subject>Genes</subject><subject>Genetic diversity</subject><subject>Genome-wide association studies</subject><subject>Genomes</subject><subject>Goat grass</subject><subject>Grain</subject><subject>GWAS</subject><subject>Markers</subject><subject>morpho-physiological diversity</subject><subject>Morphology</subject><subject>Physiology</subject><subject>Plant morphology</subject><subject>Triticum aestivum</subject><subject>Wheat</subject><issn>2223-7747</issn><issn>2223-7747</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpdkktr3DAUhUVpacI02y6LoJtunOply9oUpmnzgIQUmpKlkOXrsQaP5UpyYP59lJk0ZCqEnkefrnQPQh8pOeVcka_TYMYUKSGMMErfoGPGGC-kFPLtq_EROolxTXKpc6XVe3TEuVCK1uoYpQsY_QaKe9cCXsborTPJ-RH_TnO7xb7DNz5MvS9-9dvo_OBXzpoB3wXjUsRuxEtYucFPESczR9s7h5PH34M3LYz4vgeTcL4CkrP4h3uAEF3afkDvOjNEOHnuF-jP-c-7s8vi-vbi6mx5XdhSiVRIaogRXCrZcVN2jLRKQFl2Qkrb1CbPrKJCtZRxXvGyZqQjkjYCKk6o5CVfoKs9t_VmrafgNiZstTdO7xZ8WGkTcmQD6AYYtELVXJVcAIhGNTWvbMmkAsJ3rG971jQ3G2gtjCmY4QB6uDO6Xq_8g5aK0orSDPjyDAj-7wwx6Y2LFoacQ_Bz1Ezk3PCK5GaBPv8nXfs5jPmrNCuVInWtdqrTvcoGH2OA7iUYSvSTP_ShP_KBT6-f8CL_5wb-CFektsI</recordid><startdate>20210122</startdate><enddate>20210122</enddate><creator>Mahjoob, Mazin Mahjoob Mohamed</creator><creator>Gorafi, Yasir Serag Alnor</creator><creator>Kamal, Nasrein Mohamed</creator><creator>Yamasaki, Yuji</creator><creator>Tahir, Izzat Sidahmed Ali</creator><creator>Matsuoka, Yoshihiro</creator><creator>Tsujimoto, Hisashi</creator><general>MDPI AG</general><general>MDPI</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7SN</scope><scope>7SS</scope><scope>7T7</scope><scope>7X2</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M0K</scope><scope>M7P</scope><scope>P64</scope><scope>PATMY</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PYCSY</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-1711-6961</orcidid><orcidid>https://orcid.org/0000-0003-0203-0759</orcidid><orcidid>https://orcid.org/0000-0003-4068-7807</orcidid><orcidid>https://orcid.org/0000-0002-6627-0287</orcidid></search><sort><creationdate>20210122</creationdate><title>Genome-Wide Association Study of Morpho-Physiological Traits in Aegilops tauschii to Broaden Wheat Genetic Diversity</title><author>Mahjoob, Mazin Mahjoob Mohamed ; 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This species consists of two main lineages (TauL1 and TauL2) and one minor lineage (TauL3). Its morpho-physiological diversity is large, with adaptations to a wide ecological range. Identification of allelic diversity in
is of utmost importance for efficient breeding and widening of the genetic base of wheat. This study aimed at identifying markers or genes associated with morpho-physiological traits in
, and at understanding the difference in genetic diversity between the two main lineages. We performed genome-wide association studies of 11 morpho-physiological traits of 343
accessions representing the entire range of habitats using 34,829 DArTseq markers. We observed a wide range of morpho-physiological variation among all accessions. We identified 23 marker-trait associations (MTAs) in all accessions, 15 specific to TauL1 and eight specific to TauL2, suggesting independent evolution in each lineage. Some of the MTAs could be novel and have not been reported in bread wheat. The markers or genes identified in this study will help reveal the genes controlling the morpho-physiological traits in
, and thus in bread wheat even if the plant morphology is different.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>33499189</pmid><doi>10.3390/plants10020211</doi><orcidid>https://orcid.org/0000-0002-1711-6961</orcidid><orcidid>https://orcid.org/0000-0003-0203-0759</orcidid><orcidid>https://orcid.org/0000-0003-4068-7807</orcidid><orcidid>https://orcid.org/0000-0002-6627-0287</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adaptation Aegilops tauschii Bread DArTseq marker Evolution Genes Genetic diversity Genome-wide association studies Genomes Goat grass Grain GWAS Markers morpho-physiological diversity Morphology Physiology Plant morphology Triticum aestivum Wheat |
title | Genome-Wide Association Study of Morpho-Physiological Traits in Aegilops tauschii to Broaden Wheat Genetic Diversity |
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