Genome-Wide Association Study of Brown Rot (Monilinia spp.) Tolerance in Peach

Brown rot, caused by Monilinia spp., is one of the most important diseases on stone fruit worldwide. Severe yield loss can be caused by pre- and post-harvest fruit decay. Although some degree of tolerance has been reported in peach and almond, the genetic resistance in peach cultivars is still lacki...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Frontiers in plant science 2021-03, Vol.12, p.635914-635914, Article 635914
Hauptverfasser: Fu, Wanfang, Linge, Cassia da Silva, Gasic, Ksenija
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 635914
container_issue
container_start_page 635914
container_title Frontiers in plant science
container_volume 12
creator Fu, Wanfang
Linge, Cassia da Silva
Gasic, Ksenija
description Brown rot, caused by Monilinia spp., is one of the most important diseases on stone fruit worldwide. Severe yield loss can be caused by pre- and post-harvest fruit decay. Although some degree of tolerance has been reported in peach and almond, the genetic resistance in peach cultivars is still lacking. To date, only few genomic regions associated with brown rot response in fruit skin and flesh have been detected in peach. Previous studies suggested brown rot tolerance in peach being a polygenic quantitative trait. More information is needed to uncover the genetics behind brown rot tolerance in peach. To identify the genomic regions in peach associated with this trait, 26 cultivars and progeny from 9 crosses with 'Bolinha' sources of tolerance, were phenotyped across two seasons (2015 and 2016) for brown rot disease severity index in wounded and non-wounded fruits and genotyped using a newly developed 9+9K peach SNP array. Genome wide association study using single- and multi-locus methods by GAPIT version 3, mrMLM 4.0, GAPIT and G Model, revealed 14 reliable SNPs significantly associated with brown rot infection responses in peach skin (10) and flesh (4) across whole genome except for chromosome 3. Candidate gene analysis within the haplotype regions of the detected markers identified 25 predicted genes associated with pathogen infection response/resistance. Results presented here facilitate further understanding of genetics behind brown rot tolerance in peach and provide an important foundation for DNA-assisted breeding.
doi_str_mv 10.3389/fpls.2021.635914
format Article
fullrecord <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8006439</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_186d6dd0bb6c421581dcfa67cb40c388</doaj_id><sourcerecordid>2507731566</sourcerecordid><originalsourceid>FETCH-LOGICAL-c462t-99fc94fb0aa821631aeda48b4de25375dbce47f5f4a6c23473254af353fc31f33</originalsourceid><addsrcrecordid>eNqNkktvFSEYhidGY5vavSvDssbMkfvAxqQ90dqkXqI1uiMMl5ZmDowwY9N_L6dTT9qdbCDw8PKF52ualwiuCBHyrR-HssIQoxUnTCL6pNlHnNOWcvzr6YP1XnNYyjWsg0EoZfe82SOkk1Bivt98PnUxbVz7M1gHjktJJugppAi-T7O9BcmDk5xuIviWJnD0KcUwhBg0KOO4eg0u0uCyjsaBEMFXp83Vi-aZ10Nxh_fzQfPjw_uL9cf2_Mvp2fr4vDW1oqmV0htJfQ-1FhhxgrSzmoqeWocZ6ZjtjaOdZ55qbjChHcGMak8Y8YYgT8hBc7bk2qSv1ZjDRudblXRQdxspXyqdp2AGp5DgllsL-54bihETyBqveWd6Cg0Roma9W7LGud84a1ycsh4ehT4-ieFKXaY_SkDIKZE14Og-IKffsyuT2oRi3DDo6NJcFGaw6whinFcULqjJqZTs_O4ZBNXWqtpaVVurarFar7x6WN7uwj-HFXizADeuT76Y4KqRHVa11_8lUnTbDkCVFv9Pr8N01w3rNMeJ_AWSML75</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2507731566</pqid></control><display><type>article</type><title>Genome-Wide Association Study of Brown Rot (Monilinia spp.) Tolerance in Peach</title><source>DOAJ Directory of Open Access Journals</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>PubMed Central Open Access</source><source>PubMed Central</source><creator>Fu, Wanfang ; Linge, Cassia da Silva ; Gasic, Ksenija</creator><creatorcontrib>Fu, Wanfang ; Linge, Cassia da Silva ; Gasic, Ksenija</creatorcontrib><description>Brown rot, caused by Monilinia spp., is one of the most important diseases on stone fruit worldwide. Severe yield loss can be caused by pre- and post-harvest fruit decay. Although some degree of tolerance has been reported in peach and almond, the genetic resistance in peach cultivars is still lacking. To date, only few genomic regions associated with brown rot response in fruit skin and flesh have been detected in peach. Previous studies suggested brown rot tolerance in peach being a polygenic quantitative trait. More information is needed to uncover the genetics behind brown rot tolerance in peach. To identify the genomic regions in peach associated with this trait, 26 cultivars and progeny from 9 crosses with 'Bolinha' sources of tolerance, were phenotyped across two seasons (2015 and 2016) for brown rot disease severity index in wounded and non-wounded fruits and genotyped using a newly developed 9+9K peach SNP array. Genome wide association study using single- and multi-locus methods by GAPIT version 3, mrMLM 4.0, GAPIT and G Model, revealed 14 reliable SNPs significantly associated with brown rot infection responses in peach skin (10) and flesh (4) across whole genome except for chromosome 3. Candidate gene analysis within the haplotype regions of the detected markers identified 25 predicted genes associated with pathogen infection response/resistance. Results presented here facilitate further understanding of genetics behind brown rot tolerance in peach and provide an important foundation for DNA-assisted breeding.</description><identifier>ISSN: 1664-462X</identifier><identifier>EISSN: 1664-462X</identifier><identifier>DOI: 10.3389/fpls.2021.635914</identifier><identifier>PMID: 33790926</identifier><language>eng</language><publisher>LAUSANNE: Frontiers Media Sa</publisher><subject>association mapping ; candidate gene analyses ; disease resistance ; fruit breeding ; Life Sciences &amp; Biomedicine ; Plant Science ; Plant Sciences ; Prunus ; Rosaceae ; Science &amp; Technology</subject><ispartof>Frontiers in plant science, 2021-03, Vol.12, p.635914-635914, Article 635914</ispartof><rights>Copyright © 2021 Fu, da Silva Linge and Gasic.</rights><rights>Copyright © 2021 Fu, da Silva Linge and Gasic. 2021 Fu, da Silva Linge and Gasic</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>true</woscitedreferencessubscribed><woscitedreferencescount>18</woscitedreferencescount><woscitedreferencesoriginalsourcerecordid>wos000631398700001</woscitedreferencesoriginalsourcerecordid><citedby>FETCH-LOGICAL-c462t-99fc94fb0aa821631aeda48b4de25375dbce47f5f4a6c23473254af353fc31f33</citedby><cites>FETCH-LOGICAL-c462t-99fc94fb0aa821631aeda48b4de25375dbce47f5f4a6c23473254af353fc31f33</cites><orcidid>0000-0003-4391-5262</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8006439/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8006439/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,864,885,2102,2114,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33790926$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Fu, Wanfang</creatorcontrib><creatorcontrib>Linge, Cassia da Silva</creatorcontrib><creatorcontrib>Gasic, Ksenija</creatorcontrib><title>Genome-Wide Association Study of Brown Rot (Monilinia spp.) Tolerance in Peach</title><title>Frontiers in plant science</title><addtitle>FRONT PLANT SCI</addtitle><addtitle>Front Plant Sci</addtitle><description>Brown rot, caused by Monilinia spp., is one of the most important diseases on stone fruit worldwide. Severe yield loss can be caused by pre- and post-harvest fruit decay. Although some degree of tolerance has been reported in peach and almond, the genetic resistance in peach cultivars is still lacking. To date, only few genomic regions associated with brown rot response in fruit skin and flesh have been detected in peach. Previous studies suggested brown rot tolerance in peach being a polygenic quantitative trait. More information is needed to uncover the genetics behind brown rot tolerance in peach. To identify the genomic regions in peach associated with this trait, 26 cultivars and progeny from 9 crosses with 'Bolinha' sources of tolerance, were phenotyped across two seasons (2015 and 2016) for brown rot disease severity index in wounded and non-wounded fruits and genotyped using a newly developed 9+9K peach SNP array. Genome wide association study using single- and multi-locus methods by GAPIT version 3, mrMLM 4.0, GAPIT and G Model, revealed 14 reliable SNPs significantly associated with brown rot infection responses in peach skin (10) and flesh (4) across whole genome except for chromosome 3. Candidate gene analysis within the haplotype regions of the detected markers identified 25 predicted genes associated with pathogen infection response/resistance. Results presented here facilitate further understanding of genetics behind brown rot tolerance in peach and provide an important foundation for DNA-assisted breeding.</description><subject>association mapping</subject><subject>candidate gene analyses</subject><subject>disease resistance</subject><subject>fruit breeding</subject><subject>Life Sciences &amp; Biomedicine</subject><subject>Plant Science</subject><subject>Plant Sciences</subject><subject>Prunus</subject><subject>Rosaceae</subject><subject>Science &amp; Technology</subject><issn>1664-462X</issn><issn>1664-462X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>HGBXW</sourceid><sourceid>DOA</sourceid><recordid>eNqNkktvFSEYhidGY5vavSvDssbMkfvAxqQ90dqkXqI1uiMMl5ZmDowwY9N_L6dTT9qdbCDw8PKF52ualwiuCBHyrR-HssIQoxUnTCL6pNlHnNOWcvzr6YP1XnNYyjWsg0EoZfe82SOkk1Bivt98PnUxbVz7M1gHjktJJugppAi-T7O9BcmDk5xuIviWJnD0KcUwhBg0KOO4eg0u0uCyjsaBEMFXp83Vi-aZ10Nxh_fzQfPjw_uL9cf2_Mvp2fr4vDW1oqmV0htJfQ-1FhhxgrSzmoqeWocZ6ZjtjaOdZ55qbjChHcGMak8Y8YYgT8hBc7bk2qSv1ZjDRudblXRQdxspXyqdp2AGp5DgllsL-54bihETyBqveWd6Cg0Roma9W7LGud84a1ycsh4ehT4-ieFKXaY_SkDIKZE14Og-IKffsyuT2oRi3DDo6NJcFGaw6whinFcULqjJqZTs_O4ZBNXWqtpaVVurarFar7x6WN7uwj-HFXizADeuT76Y4KqRHVa11_8lUnTbDkCVFv9Pr8N01w3rNMeJ_AWSML75</recordid><startdate>20210309</startdate><enddate>20210309</enddate><creator>Fu, Wanfang</creator><creator>Linge, Cassia da Silva</creator><creator>Gasic, Ksenija</creator><general>Frontiers Media Sa</general><general>Frontiers Media S.A</general><scope>BLEPL</scope><scope>DTL</scope><scope>HGBXW</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-4391-5262</orcidid></search><sort><creationdate>20210309</creationdate><title>Genome-Wide Association Study of Brown Rot (Monilinia spp.) Tolerance in Peach</title><author>Fu, Wanfang ; Linge, Cassia da Silva ; Gasic, Ksenija</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c462t-99fc94fb0aa821631aeda48b4de25375dbce47f5f4a6c23473254af353fc31f33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>association mapping</topic><topic>candidate gene analyses</topic><topic>disease resistance</topic><topic>fruit breeding</topic><topic>Life Sciences &amp; Biomedicine</topic><topic>Plant Science</topic><topic>Plant Sciences</topic><topic>Prunus</topic><topic>Rosaceae</topic><topic>Science &amp; Technology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Fu, Wanfang</creatorcontrib><creatorcontrib>Linge, Cassia da Silva</creatorcontrib><creatorcontrib>Gasic, Ksenija</creatorcontrib><collection>Web of Science Core Collection</collection><collection>Science Citation Index Expanded</collection><collection>Web of Science - Science Citation Index Expanded - 2021</collection><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>Fu, Wanfang</au><au>Linge, Cassia da Silva</au><au>Gasic, Ksenija</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Genome-Wide Association Study of Brown Rot (Monilinia spp.) Tolerance in Peach</atitle><jtitle>Frontiers in plant science</jtitle><stitle>FRONT PLANT SCI</stitle><addtitle>Front Plant Sci</addtitle><date>2021-03-09</date><risdate>2021</risdate><volume>12</volume><spage>635914</spage><epage>635914</epage><pages>635914-635914</pages><artnum>635914</artnum><issn>1664-462X</issn><eissn>1664-462X</eissn><abstract>Brown rot, caused by Monilinia spp., is one of the most important diseases on stone fruit worldwide. Severe yield loss can be caused by pre- and post-harvest fruit decay. Although some degree of tolerance has been reported in peach and almond, the genetic resistance in peach cultivars is still lacking. To date, only few genomic regions associated with brown rot response in fruit skin and flesh have been detected in peach. Previous studies suggested brown rot tolerance in peach being a polygenic quantitative trait. More information is needed to uncover the genetics behind brown rot tolerance in peach. To identify the genomic regions in peach associated with this trait, 26 cultivars and progeny from 9 crosses with 'Bolinha' sources of tolerance, were phenotyped across two seasons (2015 and 2016) for brown rot disease severity index in wounded and non-wounded fruits and genotyped using a newly developed 9+9K peach SNP array. Genome wide association study using single- and multi-locus methods by GAPIT version 3, mrMLM 4.0, GAPIT and G Model, revealed 14 reliable SNPs significantly associated with brown rot infection responses in peach skin (10) and flesh (4) across whole genome except for chromosome 3. Candidate gene analysis within the haplotype regions of the detected markers identified 25 predicted genes associated with pathogen infection response/resistance. Results presented here facilitate further understanding of genetics behind brown rot tolerance in peach and provide an important foundation for DNA-assisted breeding.</abstract><cop>LAUSANNE</cop><pub>Frontiers Media Sa</pub><pmid>33790926</pmid><doi>10.3389/fpls.2021.635914</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0003-4391-5262</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1664-462X
ispartof Frontiers in plant science, 2021-03, Vol.12, p.635914-635914, Article 635914
issn 1664-462X
1664-462X
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8006439
source DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central Open Access; PubMed Central
subjects association mapping
candidate gene analyses
disease resistance
fruit breeding
Life Sciences & Biomedicine
Plant Science
Plant Sciences
Prunus
Rosaceae
Science & Technology
title Genome-Wide Association Study of Brown Rot (Monilinia spp.) Tolerance in Peach
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-21T03%3A43%3A22IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Genome-Wide%20Association%20Study%20of%20Brown%20Rot%20(Monilinia%20spp.)%20Tolerance%20in%20Peach&rft.jtitle=Frontiers%20in%20plant%20science&rft.au=Fu,%20Wanfang&rft.date=2021-03-09&rft.volume=12&rft.spage=635914&rft.epage=635914&rft.pages=635914-635914&rft.artnum=635914&rft.issn=1664-462X&rft.eissn=1664-462X&rft_id=info:doi/10.3389/fpls.2021.635914&rft_dat=%3Cproquest_pubme%3E2507731566%3C/proquest_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2507731566&rft_id=info:pmid/33790926&rft_doaj_id=oai_doaj_org_article_186d6dd0bb6c421581dcfa67cb40c388&rfr_iscdi=true