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Efficient identification of palatability-related genes using QTL mapping in rice breeding
The gelatinization temperature of rice is an important factor in determining the eating and cooking quality, and it affects consumer preference. The alkali digestion value (ADV) is one of the main methods used to test the quality of rice and has a high correlation with the gelatinization temperature...
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Published in: | Molecular breeding 2023-05, Vol.43 (5), p.39-39, Article 39 |
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description | The gelatinization temperature of rice is an important factor in determining the eating and cooking quality, and it affects consumer preference. The alkali digestion value (ADV) is one of the main methods used to test the quality of rice and has a high correlation with the gelatinization temperature. For the development of high-quality rice, it is important to understand the genetic basis of palatability-related traits, and QTL analysis is a statistical method linking phenotypic data and genotype data and is an effective method to explain the genetic basis of variation in complex traits. QTL mapping related to the ADV of brown and milled rice was performed using the 120 Cheongcheong/Nagdong double haploid (CNDH) line. As a result, 12 QTLs related to ADV were detected, and 20 candidate genes were selected from the RM588–RM1163 region of chromosome 6 through screening by gene function analysis. The comparison of the relative expression level of candidate genes showed that
OsSS1q6
is highly expressed in CNDH lines with high ADV in both brown rice and milled rice. In addition,
OsSS1q6
has high homology with the starch synthase 1 protein and interacts with various starch biosynthesis-related proteins, such as GBSSII, SBE, and APL. Therefore, we suggest that
OsSS1q6
identified through QTL mapping could be one of the various genes involved in the gelatinization temperature of rice by regulating starch biosynthesis. This study can be used as basic data for breeding high-quality rice and provides a new genetic resource that can increase the palatability of rice. |
doi_str_mv | 10.1007/s11032-023-01392-2 |
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OsSS1q6
is highly expressed in CNDH lines with high ADV in both brown rice and milled rice. In addition,
OsSS1q6
has high homology with the starch synthase 1 protein and interacts with various starch biosynthesis-related proteins, such as GBSSII, SBE, and APL. Therefore, we suggest that
OsSS1q6
identified through QTL mapping could be one of the various genes involved in the gelatinization temperature of rice by regulating starch biosynthesis. This study can be used as basic data for breeding high-quality rice and provides a new genetic resource that can increase the palatability of rice.</description><identifier>ISSN: 1380-3743</identifier><identifier>EISSN: 1572-9788</identifier><identifier>DOI: 10.1007/s11032-023-01392-2</identifier><identifier>PMID: 37312747</identifier><language>eng</language><publisher>Dordrecht: Springer Netherlands</publisher><subject>Biomedical and Life Sciences ; Biosynthesis ; Biotechnology ; brown rice ; Chromosome 6 ; chromosomes ; consumer preferences ; doubled haploids ; Eating quality ; Function analysis ; gelatinization temperature ; Gene expression ; Gene mapping ; Genes ; Genetic diversity ; Genetic resources ; genotype ; Genotypes ; Homology ; Life Sciences ; Mapping ; Molecular biology ; Palatability ; phenotype ; Plant biology ; Plant breeding ; Plant Genetics and Genomics ; Plant Pathology ; Plant Physiology ; Plant reproduction ; Plant Sciences ; Proteins ; Quantitative trait loci ; Rice ; Starch ; Starch synthase ; Statistical analysis ; Statistical methods ; wet digestion method</subject><ispartof>Molecular breeding, 2023-05, Vol.43 (5), p.39-39, Article 39</ispartof><rights>The Author(s), under exclusive licence to Springer Nature B.V. 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c459t-dae04c8b96d02c3c19ce491ef1ce12e4139501827aab000b74a2c0f26542ca043</cites><orcidid>0000-0002-6282-9557 ; 0000-0001-5788-3017 ; 0000-0002-2416-7388 ; 0000-0002-8532-608X ; 0000-0002-4917-4402 ; 0000-0003-4812-6297 ; 0000-0003-2207-5313 ; 0000-0001-9375-3981</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/PMC10248614/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10248614/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,723,776,780,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37312747$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Jang, Yoon-Hee</creatorcontrib><creatorcontrib>Park, Jae-Ryoung</creatorcontrib><creatorcontrib>Kim, Eun-Gyeong</creatorcontrib><creatorcontrib>Jan, Rahmatullah</creatorcontrib><creatorcontrib>Asif, Saleem</creatorcontrib><creatorcontrib>Farooq, Muhammad</creatorcontrib><creatorcontrib>Zhao, Dan-Dan</creatorcontrib><creatorcontrib>Kim, Kyung-Min</creatorcontrib><title>Efficient identification of palatability-related genes using QTL mapping in rice breeding</title><title>Molecular breeding</title><addtitle>Mol Breeding</addtitle><addtitle>Mol Breed</addtitle><description>The gelatinization temperature of rice is an important factor in determining the eating and cooking quality, and it affects consumer preference. The alkali digestion value (ADV) is one of the main methods used to test the quality of rice and has a high correlation with the gelatinization temperature. For the development of high-quality rice, it is important to understand the genetic basis of palatability-related traits, and QTL analysis is a statistical method linking phenotypic data and genotype data and is an effective method to explain the genetic basis of variation in complex traits. QTL mapping related to the ADV of brown and milled rice was performed using the 120 Cheongcheong/Nagdong double haploid (CNDH) line. As a result, 12 QTLs related to ADV were detected, and 20 candidate genes were selected from the RM588–RM1163 region of chromosome 6 through screening by gene function analysis. The comparison of the relative expression level of candidate genes showed that
OsSS1q6
is highly expressed in CNDH lines with high ADV in both brown rice and milled rice. In addition,
OsSS1q6
has high homology with the starch synthase 1 protein and interacts with various starch biosynthesis-related proteins, such as GBSSII, SBE, and APL. Therefore, we suggest that
OsSS1q6
identified through QTL mapping could be one of the various genes involved in the gelatinization temperature of rice by regulating starch biosynthesis. This study can be used as basic data for breeding high-quality rice and provides a new genetic resource that can increase the palatability of rice.</description><subject>Biomedical and Life Sciences</subject><subject>Biosynthesis</subject><subject>Biotechnology</subject><subject>brown rice</subject><subject>Chromosome 6</subject><subject>chromosomes</subject><subject>consumer preferences</subject><subject>doubled haploids</subject><subject>Eating quality</subject><subject>Function analysis</subject><subject>gelatinization temperature</subject><subject>Gene expression</subject><subject>Gene mapping</subject><subject>Genes</subject><subject>Genetic diversity</subject><subject>Genetic resources</subject><subject>genotype</subject><subject>Genotypes</subject><subject>Homology</subject><subject>Life Sciences</subject><subject>Mapping</subject><subject>Molecular biology</subject><subject>Palatability</subject><subject>phenotype</subject><subject>Plant biology</subject><subject>Plant breeding</subject><subject>Plant Genetics and Genomics</subject><subject>Plant Pathology</subject><subject>Plant Physiology</subject><subject>Plant reproduction</subject><subject>Plant Sciences</subject><subject>Proteins</subject><subject>Quantitative trait loci</subject><subject>Rice</subject><subject>Starch</subject><subject>Starch synthase</subject><subject>Statistical analysis</subject><subject>Statistical methods</subject><subject>wet digestion method</subject><issn>1380-3743</issn><issn>1572-9788</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNqFkU1v1DAQhiNERUvhD3BAkbhwMfWMndg-IVSVD2mlCqkcOFmOM1lcZZ1gJ5X67_GypXwcysWe8Twz9uu3ql4AfwOcq7MMwAUyjoJxEAYZPqpOoFHIjNL6cYmF5kwoKY6rpzlf89Jk2vZJdSyUAFRSnVRfL4Yh-EBxqUNf1lAyt4Qp1tNQz250i-vCGJZblqgk1NdbipTrNYe4rT9fbeqdm-d9HGKdgqe6S0R9OXhWHQ1uzPT8bj-tvry_uDr_yDaXHz6dv9swLxuzsN4Rl153pu05euHBeJIGaABPgCSLsIaDRuVcVwR0Sjr0fMC2kegdl-K0enuYO6_djnpfRCQ32jmFnUu3dnLB_l2J4ZvdTjcWOErdwn7C67sJafq-Ul7sLmRP4-giTWu2AhoBuoEG_ouixkYDIhcFffUPej2tKZavKBQ3ppVgsFB4oHyack403D8cuN27bA8u2-Ky_emy3Te9_FPyfcsvWwsgDkAupbil9PvuB8b-AATVsms</recordid><startdate>20230501</startdate><enddate>20230501</enddate><creator>Jang, Yoon-Hee</creator><creator>Park, Jae-Ryoung</creator><creator>Kim, Eun-Gyeong</creator><creator>Jan, Rahmatullah</creator><creator>Asif, Saleem</creator><creator>Farooq, Muhammad</creator><creator>Zhao, Dan-Dan</creator><creator>Kim, Kyung-Min</creator><general>Springer Netherlands</general><general>Springer Nature B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X2</scope><scope>8FE</scope><scope>8FH</scope><scope>8FK</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M0K</scope><scope>M7P</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>7X8</scope><scope>7S9</scope><scope>L.6</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-6282-9557</orcidid><orcidid>https://orcid.org/0000-0001-5788-3017</orcidid><orcidid>https://orcid.org/0000-0002-2416-7388</orcidid><orcidid>https://orcid.org/0000-0002-8532-608X</orcidid><orcidid>https://orcid.org/0000-0002-4917-4402</orcidid><orcidid>https://orcid.org/0000-0003-4812-6297</orcidid><orcidid>https://orcid.org/0000-0003-2207-5313</orcidid><orcidid>https://orcid.org/0000-0001-9375-3981</orcidid></search><sort><creationdate>20230501</creationdate><title>Efficient identification of palatability-related genes using QTL mapping in rice breeding</title><author>Jang, Yoon-Hee ; Park, Jae-Ryoung ; Kim, Eun-Gyeong ; Jan, Rahmatullah ; Asif, Saleem ; Farooq, Muhammad ; Zhao, Dan-Dan ; Kim, Kyung-Min</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c459t-dae04c8b96d02c3c19ce491ef1ce12e4139501827aab000b74a2c0f26542ca043</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Biomedical and Life Sciences</topic><topic>Biosynthesis</topic><topic>Biotechnology</topic><topic>brown rice</topic><topic>Chromosome 6</topic><topic>chromosomes</topic><topic>consumer preferences</topic><topic>doubled haploids</topic><topic>Eating quality</topic><topic>Function analysis</topic><topic>gelatinization temperature</topic><topic>Gene expression</topic><topic>Gene mapping</topic><topic>Genes</topic><topic>Genetic diversity</topic><topic>Genetic resources</topic><topic>genotype</topic><topic>Genotypes</topic><topic>Homology</topic><topic>Life Sciences</topic><topic>Mapping</topic><topic>Molecular biology</topic><topic>Palatability</topic><topic>phenotype</topic><topic>Plant biology</topic><topic>Plant breeding</topic><topic>Plant Genetics and Genomics</topic><topic>Plant Pathology</topic><topic>Plant Physiology</topic><topic>Plant reproduction</topic><topic>Plant Sciences</topic><topic>Proteins</topic><topic>Quantitative trait loci</topic><topic>Rice</topic><topic>Starch</topic><topic>Starch synthase</topic><topic>Statistical analysis</topic><topic>Statistical methods</topic><topic>wet digestion method</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Jang, Yoon-Hee</creatorcontrib><creatorcontrib>Park, Jae-Ryoung</creatorcontrib><creatorcontrib>Kim, Eun-Gyeong</creatorcontrib><creatorcontrib>Jan, Rahmatullah</creatorcontrib><creatorcontrib>Asif, Saleem</creatorcontrib><creatorcontrib>Farooq, Muhammad</creatorcontrib><creatorcontrib>Zhao, Dan-Dan</creatorcontrib><creatorcontrib>Kim, Kyung-Min</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Agricultural Science Collection</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>Agriculture Science Database</collection><collection>ProQuest Biological Science Journals</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>MEDLINE - Academic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Molecular breeding</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Jang, Yoon-Hee</au><au>Park, Jae-Ryoung</au><au>Kim, Eun-Gyeong</au><au>Jan, Rahmatullah</au><au>Asif, Saleem</au><au>Farooq, Muhammad</au><au>Zhao, Dan-Dan</au><au>Kim, Kyung-Min</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Efficient identification of palatability-related genes using QTL mapping in rice breeding</atitle><jtitle>Molecular breeding</jtitle><stitle>Mol Breeding</stitle><addtitle>Mol Breed</addtitle><date>2023-05-01</date><risdate>2023</risdate><volume>43</volume><issue>5</issue><spage>39</spage><epage>39</epage><pages>39-39</pages><artnum>39</artnum><issn>1380-3743</issn><eissn>1572-9788</eissn><abstract>The gelatinization temperature of rice is an important factor in determining the eating and cooking quality, and it affects consumer preference. The alkali digestion value (ADV) is one of the main methods used to test the quality of rice and has a high correlation with the gelatinization temperature. For the development of high-quality rice, it is important to understand the genetic basis of palatability-related traits, and QTL analysis is a statistical method linking phenotypic data and genotype data and is an effective method to explain the genetic basis of variation in complex traits. QTL mapping related to the ADV of brown and milled rice was performed using the 120 Cheongcheong/Nagdong double haploid (CNDH) line. As a result, 12 QTLs related to ADV were detected, and 20 candidate genes were selected from the RM588–RM1163 region of chromosome 6 through screening by gene function analysis. The comparison of the relative expression level of candidate genes showed that
OsSS1q6
is highly expressed in CNDH lines with high ADV in both brown rice and milled rice. In addition,
OsSS1q6
has high homology with the starch synthase 1 protein and interacts with various starch biosynthesis-related proteins, such as GBSSII, SBE, and APL. Therefore, we suggest that
OsSS1q6
identified through QTL mapping could be one of the various genes involved in the gelatinization temperature of rice by regulating starch biosynthesis. This study can be used as basic data for breeding high-quality rice and provides a new genetic resource that can increase the palatability of rice.</abstract><cop>Dordrecht</cop><pub>Springer Netherlands</pub><pmid>37312747</pmid><doi>10.1007/s11032-023-01392-2</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-6282-9557</orcidid><orcidid>https://orcid.org/0000-0001-5788-3017</orcidid><orcidid>https://orcid.org/0000-0002-2416-7388</orcidid><orcidid>https://orcid.org/0000-0002-8532-608X</orcidid><orcidid>https://orcid.org/0000-0002-4917-4402</orcidid><orcidid>https://orcid.org/0000-0003-4812-6297</orcidid><orcidid>https://orcid.org/0000-0003-2207-5313</orcidid><orcidid>https://orcid.org/0000-0001-9375-3981</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Biomedical and Life Sciences Biosynthesis Biotechnology brown rice Chromosome 6 chromosomes consumer preferences doubled haploids Eating quality Function analysis gelatinization temperature Gene expression Gene mapping Genes Genetic diversity Genetic resources genotype Genotypes Homology Life Sciences Mapping Molecular biology Palatability phenotype Plant biology Plant breeding Plant Genetics and Genomics Plant Pathology Plant Physiology Plant reproduction Plant Sciences Proteins Quantitative trait loci Rice Starch Starch synthase Statistical analysis Statistical methods wet digestion method |
title | Efficient identification of palatability-related genes using QTL mapping in rice breeding |
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