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Linkage Mapping of Stem Saccharification Digestibility in Rice
Rice is the staple food of almost half of the world population, and in excess 90% of it is grown and consumed in Asia, but the disposal of rice straw poses a problem for farmers, who often burn it in the fields, causing health and environmental problems. However, with increased focus on the developm...
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Published in: | PloS one 2016-07, Vol.11 (7), p.e0159117 |
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description | Rice is the staple food of almost half of the world population, and in excess 90% of it is grown and consumed in Asia, but the disposal of rice straw poses a problem for farmers, who often burn it in the fields, causing health and environmental problems. However, with increased focus on the development of sustainable biofuel production, rice straw has been recognized as a potential feedstock for non-food derived biofuel production. Currently, the commercial realization of rice as a biofuel feedstock is constrained by the high cost of industrial saccharification processes needed to release sugar for fermentation. This study is focused on the alteration of lignin content, and cell wall chemotypes and structures, and their effects on the saccharification potential of rice lignocellulosic biomass. A recombinant inbred lines (RILs) population derived from a cross between the lowland rice variety IR1552 and the upland rice variety Azucena with 271 molecular markers for quantitative trait SNP (QTS) analyses was used. After association analysis of 271 markers for saccharification potential, 1 locus and 4 pairs of epistatic loci were found to contribute to the enzymatic digestibility phenotype, and an inverse relationship between reducing sugar and lignin content in these recombinant inbred lines was identified. As a result of QTS analyses, several cell-wall associated candidate genes are proposed that may be useful for marker-assisted breeding and may aid breeders to produce potential high saccharification rice varieties. |
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However, with increased focus on the development of sustainable biofuel production, rice straw has been recognized as a potential feedstock for non-food derived biofuel production. Currently, the commercial realization of rice as a biofuel feedstock is constrained by the high cost of industrial saccharification processes needed to release sugar for fermentation. This study is focused on the alteration of lignin content, and cell wall chemotypes and structures, and their effects on the saccharification potential of rice lignocellulosic biomass. A recombinant inbred lines (RILs) population derived from a cross between the lowland rice variety IR1552 and the upland rice variety Azucena with 271 molecular markers for quantitative trait SNP (QTS) analyses was used. After association analysis of 271 markers for saccharification potential, 1 locus and 4 pairs of epistatic loci were found to contribute to the enzymatic digestibility phenotype, and an inverse relationship between reducing sugar and lignin content in these recombinant inbred lines was identified. As a result of QTS analyses, several cell-wall associated candidate genes are proposed that may be useful for marker-assisted breeding and may aid breeders to produce potential high saccharification rice varieties.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0159117</identifier><identifier>PMID: 27415441</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Agricultural economics ; Agricultural production ; Agriculture ; Agronomy ; Association analysis ; Biodiesel fuels ; Biofuels ; Biology ; Biology and Life Sciences ; Biomass ; Biotechnology ; Breeding ; Cell walls ; Cellulose ; Cellulose - metabolism ; Chromosome Mapping ; Chromosomes, Plant ; Digestibility ; Engineering and Technology ; Epistasis ; Fermentation ; Food production ; Fuels ; Gene mapping ; Genes ; Genetic aspects ; Germplasm ; Inbreeding ; Lignin ; Lignin - genetics ; Lignin - metabolism ; Lignocellulose ; Linkage (Genetics) ; Loci ; Markers ; Oryza ; Oryza - genetics ; Oryza - metabolism ; Oryza sativa ; Phenotypes ; Physical Sciences ; Physiological aspects ; Plant Stems - metabolism ; Polymorphism, Single Nucleotide ; Proteins ; Quantitative Trait Loci ; Raw materials ; Research and Analysis Methods ; Rice ; Saccharification ; Single-nucleotide polymorphism ; Straw ; Sugar ; Sustainable development ; World population</subject><ispartof>PloS one, 2016-07, Vol.11 (7), p.e0159117</ispartof><rights>COPYRIGHT 2016 Public Library of Science</rights><rights>2016 Liu et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2016 Liu et al 2016 Liu et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c725t-4ded9e8d9282ac1e96f48321a8a25c4f9acdd867a51d7efc6b7561c1d50882ff3</citedby><cites>FETCH-LOGICAL-c725t-4ded9e8d9282ac1e96f48321a8a25c4f9acdd867a51d7efc6b7561c1d50882ff3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/1804472889/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/1804472889?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,25732,27903,27904,36991,36992,44569,53770,53772,74873</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27415441$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Wang, Tai</contributor><creatorcontrib>Liu, Bohan</creatorcontrib><creatorcontrib>Gómez, Leonardo D</creatorcontrib><creatorcontrib>Hua, Cangmei</creatorcontrib><creatorcontrib>Sun, Lili</creatorcontrib><creatorcontrib>Ali, Imran</creatorcontrib><creatorcontrib>Huang, Linli</creatorcontrib><creatorcontrib>Yu, Chunyan</creatorcontrib><creatorcontrib>Simister, Rachael</creatorcontrib><creatorcontrib>Steele-King, Clare</creatorcontrib><creatorcontrib>Gan, Yinbo</creatorcontrib><creatorcontrib>McQueen-Mason, Simon J</creatorcontrib><title>Linkage Mapping of Stem Saccharification Digestibility in Rice</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Rice is the staple food of almost half of the world population, and in excess 90% of it is grown and consumed in Asia, but the disposal of rice straw poses a problem for farmers, who often burn it in the fields, causing health and environmental problems. However, with increased focus on the development of sustainable biofuel production, rice straw has been recognized as a potential feedstock for non-food derived biofuel production. Currently, the commercial realization of rice as a biofuel feedstock is constrained by the high cost of industrial saccharification processes needed to release sugar for fermentation. This study is focused on the alteration of lignin content, and cell wall chemotypes and structures, and their effects on the saccharification potential of rice lignocellulosic biomass. A recombinant inbred lines (RILs) population derived from a cross between the lowland rice variety IR1552 and the upland rice variety Azucena with 271 molecular markers for quantitative trait SNP (QTS) analyses was used. After association analysis of 271 markers for saccharification potential, 1 locus and 4 pairs of epistatic loci were found to contribute to the enzymatic digestibility phenotype, and an inverse relationship between reducing sugar and lignin content in these recombinant inbred lines was identified. As a result of QTS analyses, several cell-wall associated candidate genes are proposed that may be useful for marker-assisted breeding and may aid breeders to produce potential high saccharification rice varieties.</description><subject>Agricultural economics</subject><subject>Agricultural production</subject><subject>Agriculture</subject><subject>Agronomy</subject><subject>Association analysis</subject><subject>Biodiesel fuels</subject><subject>Biofuels</subject><subject>Biology</subject><subject>Biology and Life Sciences</subject><subject>Biomass</subject><subject>Biotechnology</subject><subject>Breeding</subject><subject>Cell walls</subject><subject>Cellulose</subject><subject>Cellulose - metabolism</subject><subject>Chromosome Mapping</subject><subject>Chromosomes, Plant</subject><subject>Digestibility</subject><subject>Engineering and Technology</subject><subject>Epistasis</subject><subject>Fermentation</subject><subject>Food production</subject><subject>Fuels</subject><subject>Gene mapping</subject><subject>Genes</subject><subject>Genetic aspects</subject><subject>Germplasm</subject><subject>Inbreeding</subject><subject>Lignin</subject><subject>Lignin - genetics</subject><subject>Lignin - metabolism</subject><subject>Lignocellulose</subject><subject>Linkage (Genetics)</subject><subject>Loci</subject><subject>Markers</subject><subject>Oryza</subject><subject>Oryza - genetics</subject><subject>Oryza - metabolism</subject><subject>Oryza sativa</subject><subject>Phenotypes</subject><subject>Physical Sciences</subject><subject>Physiological aspects</subject><subject>Plant Stems - metabolism</subject><subject>Polymorphism, Single Nucleotide</subject><subject>Proteins</subject><subject>Quantitative Trait Loci</subject><subject>Raw materials</subject><subject>Research and Analysis Methods</subject><subject>Rice</subject><subject>Saccharification</subject><subject>Single-nucleotide polymorphism</subject><subject>Straw</subject><subject>Sugar</subject><subject>Sustainable development</subject><subject>World population</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNqNkk1v1DAQhiMEoqXwDxBEQkJw2MV2_JVLparlY6VFlbrA1Zo4dtZLNk7jBLX_Hm83rTaoB-SDrfEz73jGb5K8xmiOM4E_bfzQNVDPW9-YOcIsx1g8SY5xnpEZJyh7enA-Sl6EsEGIZZLz58kRERQzSvFxcrp0zW-oTPod2tY1VeptuurNNl2B1mvonHUaeueb9MJVJvSucLXrb1PXpFdOm5fJMwt1MK_G_ST5-eXzj_Nvs-Xl18X52XKmBWH9jJamzI0scyIJaGxybqnMCAYJhGlqc9BlKbkAhkthrOaFYBxrXDIkJbE2O0ne7nXb2gc1th4UlohSQaTMI7HYE6WHjWo7t4XuVnlw6i7gu0pB1ztdG8W51qjQ8THWUMhtUcjCClMAYlITKKLW6VhtKLam1KbpO6gnotObxq1V5f8omlOaZzwKfBgFOn89xLGprQva1DU0xg9375accERYRN_9gz7e3UhVEBtwjfWxrt6JqjPKopoQGYnU_BEqrtJsnY4-sS7GJwkfJwmR6c1NX8EQglqsrv6fvfw1Zd8fsGsDdb8Ovh52RgpTkO5B3fkQOmMfhoyR2tn8fhpqZ3M12jymvTn8oIeke19nfwF-bfe2</recordid><startdate>20160714</startdate><enddate>20160714</enddate><creator>Liu, Bohan</creator><creator>Gómez, Leonardo D</creator><creator>Hua, Cangmei</creator><creator>Sun, Lili</creator><creator>Ali, Imran</creator><creator>Huang, Linli</creator><creator>Yu, Chunyan</creator><creator>Simister, Rachael</creator><creator>Steele-King, Clare</creator><creator>Gan, Yinbo</creator><creator>McQueen-Mason, Simon J</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20160714</creationdate><title>Linkage Mapping of Stem Saccharification Digestibility in Rice</title><author>Liu, Bohan ; Gómez, Leonardo D ; Hua, Cangmei ; Sun, Lili ; Ali, Imran ; Huang, Linli ; Yu, Chunyan ; Simister, Rachael ; Steele-King, Clare ; Gan, Yinbo ; McQueen-Mason, Simon J</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c725t-4ded9e8d9282ac1e96f48321a8a25c4f9acdd867a51d7efc6b7561c1d50882ff3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Agricultural economics</topic><topic>Agricultural production</topic><topic>Agriculture</topic><topic>Agronomy</topic><topic>Association analysis</topic><topic>Biodiesel fuels</topic><topic>Biofuels</topic><topic>Biology</topic><topic>Biology and Life Sciences</topic><topic>Biomass</topic><topic>Biotechnology</topic><topic>Breeding</topic><topic>Cell walls</topic><topic>Cellulose</topic><topic>Cellulose - metabolism</topic><topic>Chromosome Mapping</topic><topic>Chromosomes, Plant</topic><topic>Digestibility</topic><topic>Engineering and Technology</topic><topic>Epistasis</topic><topic>Fermentation</topic><topic>Food production</topic><topic>Fuels</topic><topic>Gene mapping</topic><topic>Genes</topic><topic>Genetic aspects</topic><topic>Germplasm</topic><topic>Inbreeding</topic><topic>Lignin</topic><topic>Lignin - genetics</topic><topic>Lignin - metabolism</topic><topic>Lignocellulose</topic><topic>Linkage (Genetics)</topic><topic>Loci</topic><topic>Markers</topic><topic>Oryza</topic><topic>Oryza - genetics</topic><topic>Oryza - metabolism</topic><topic>Oryza sativa</topic><topic>Phenotypes</topic><topic>Physical Sciences</topic><topic>Physiological aspects</topic><topic>Plant Stems - metabolism</topic><topic>Polymorphism, Single Nucleotide</topic><topic>Proteins</topic><topic>Quantitative Trait Loci</topic><topic>Raw materials</topic><topic>Research and Analysis Methods</topic><topic>Rice</topic><topic>Saccharification</topic><topic>Single-nucleotide polymorphism</topic><topic>Straw</topic><topic>Sugar</topic><topic>Sustainable development</topic><topic>World population</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Liu, Bohan</creatorcontrib><creatorcontrib>Gómez, Leonardo D</creatorcontrib><creatorcontrib>Hua, Cangmei</creatorcontrib><creatorcontrib>Sun, Lili</creatorcontrib><creatorcontrib>Ali, Imran</creatorcontrib><creatorcontrib>Huang, Linli</creatorcontrib><creatorcontrib>Yu, Chunyan</creatorcontrib><creatorcontrib>Simister, Rachael</creatorcontrib><creatorcontrib>Steele-King, Clare</creatorcontrib><creatorcontrib>Gan, Yinbo</creatorcontrib><creatorcontrib>McQueen-Mason, Simon J</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Opposing Viewpoints</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>Nursing & Allied Health Database (ProQuest)</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Agricultural Science Collection</collection><collection>Health & Medical Complete (ProQuest Database)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database (ProQuest)</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central</collection><collection>Advanced Technologies & Aerospace Collection</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>Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection (Proquest) (PQ_SDU_P3)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Materials Science Database</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Meteorological & Geoastrophysical Abstracts - 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However, with increased focus on the development of sustainable biofuel production, rice straw has been recognized as a potential feedstock for non-food derived biofuel production. Currently, the commercial realization of rice as a biofuel feedstock is constrained by the high cost of industrial saccharification processes needed to release sugar for fermentation. This study is focused on the alteration of lignin content, and cell wall chemotypes and structures, and their effects on the saccharification potential of rice lignocellulosic biomass. A recombinant inbred lines (RILs) population derived from a cross between the lowland rice variety IR1552 and the upland rice variety Azucena with 271 molecular markers for quantitative trait SNP (QTS) analyses was used. After association analysis of 271 markers for saccharification potential, 1 locus and 4 pairs of epistatic loci were found to contribute to the enzymatic digestibility phenotype, and an inverse relationship between reducing sugar and lignin content in these recombinant inbred lines was identified. As a result of QTS analyses, several cell-wall associated candidate genes are proposed that may be useful for marker-assisted breeding and may aid breeders to produce potential high saccharification rice varieties.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>27415441</pmid><doi>10.1371/journal.pone.0159117</doi><oa>free_for_read</oa></addata></record> |
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subjects | Agricultural economics Agricultural production Agriculture Agronomy Association analysis Biodiesel fuels Biofuels Biology Biology and Life Sciences Biomass Biotechnology Breeding Cell walls Cellulose Cellulose - metabolism Chromosome Mapping Chromosomes, Plant Digestibility Engineering and Technology Epistasis Fermentation Food production Fuels Gene mapping Genes Genetic aspects Germplasm Inbreeding Lignin Lignin - genetics Lignin - metabolism Lignocellulose Linkage (Genetics) Loci Markers Oryza Oryza - genetics Oryza - metabolism Oryza sativa Phenotypes Physical Sciences Physiological aspects Plant Stems - metabolism Polymorphism, Single Nucleotide Proteins Quantitative Trait Loci Raw materials Research and Analysis Methods Rice Saccharification Single-nucleotide polymorphism Straw Sugar Sustainable development World population |
title | Linkage Mapping of Stem Saccharification Digestibility in Rice |
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