Discovery of new genetic determinants of morphological plasticity in rice roots and shoots under phosphate starvation using GWAS
Phosphorus is an essential nutrient for plants that is often in short supply. In rice (Oryza sativa L.), inorganic phosphate (Pi) deficiency leads to various physiological disorders that consequently affect plant productivity. In this study, a large-scale phenotyping experiment using 160 Vietnamese...
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Veröffentlicht in: | Journal of plant physiology 2021-02, Vol.257, p.153340-153340, Article 153340 |
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description | Phosphorus is an essential nutrient for plants that is often in short supply. In rice (Oryza sativa L.), inorganic phosphate (Pi) deficiency leads to various physiological disorders that consequently affect plant productivity. In this study, a large-scale phenotyping experiment using 160 Vietnamese rice landraces was performed under greenhouse conditions, by employing an alpha lattice design with three replicates, to identify quantitative trait loci (QTLs) associated with plant growth inhibition caused by Pi deficiency. Rice plantlets were grown for six weeks in the PVC sand column (16 cm diameter × 80 cm height) supplied with Pi-deficient medium (10 μM P) or full-Pi Yoshida medium (320 μM P). The effects of Pi deficiency on the number of crown roots, root length, shoot length, root weight, shoot weight and total weight were studied. From 36 significant markers identified using a genome-wide association study, 21 QTLs associated with plant growth inhibition under Pi starvation were defined. In total, 158 candidate genes co-located with the defined QTLs were identified. Interestingly, one QTL (qRST9.14) was associated with all three weight-traits. The co-located gene GLYCEROPHOSPHODIESTER PHOSPHODIESTERASE 13 was found to be potentially involved in Pi transport. Understanding the molecular mechanisms of Pi-starvation responses, and identifying the potential QTLs responsible for low-Pi stress tolerance, will provide valuable information for developing new varieties tolerant of low-Pi conditions. |
doi_str_mv | 10.1016/j.jplph.2020.153340 |
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In rice (Oryza sativa L.), inorganic phosphate (Pi) deficiency leads to various physiological disorders that consequently affect plant productivity. In this study, a large-scale phenotyping experiment using 160 Vietnamese rice landraces was performed under greenhouse conditions, by employing an alpha lattice design with three replicates, to identify quantitative trait loci (QTLs) associated with plant growth inhibition caused by Pi deficiency. Rice plantlets were grown for six weeks in the PVC sand column (16 cm diameter × 80 cm height) supplied with Pi-deficient medium (10 μM P) or full-Pi Yoshida medium (320 μM P). The effects of Pi deficiency on the number of crown roots, root length, shoot length, root weight, shoot weight and total weight were studied. From 36 significant markers identified using a genome-wide association study, 21 QTLs associated with plant growth inhibition under Pi starvation were defined. In total, 158 candidate genes co-located with the defined QTLs were identified. Interestingly, one QTL (qRST9.14) was associated with all three weight-traits. The co-located gene GLYCEROPHOSPHODIESTER PHOSPHODIESTERASE 13 was found to be potentially involved in Pi transport. Understanding the molecular mechanisms of Pi-starvation responses, and identifying the potential QTLs responsible for low-Pi stress tolerance, will provide valuable information for developing new varieties tolerant of low-Pi conditions.</description><identifier>ISSN: 0176-1617</identifier><identifier>EISSN: 1618-1328</identifier><identifier>DOI: 10.1016/j.jplph.2020.153340</identifier><identifier>PMID: 33388665</identifier><language>eng</language><publisher>Germany: Elsevier GmbH</publisher><subject>Gene mapping ; Genome-wide association studies ; Genome-wide association study ; Genomes ; Genotyping-by-sequencing ; Glycerophosphodiester phosphodiesterase ; Lattice design ; Molecular modelling ; Oryza sativa ; Phenotyping ; Phosphate deficiency ; Phosphate starvation response ; Phosphodiesterase ; Phosphorus ; Plant growth ; Plantlets ; Quantitative trait loci ; Quantitative trait locus ; Rice ; Rice cultivar ; Roots ; Shoots ; Starvation ; Weight</subject><ispartof>Journal of plant physiology, 2021-02, Vol.257, p.153340-153340, Article 153340</ispartof><rights>2020 Elsevier GmbH</rights><rights>Copyright © 2020 Elsevier GmbH. All rights reserved.</rights><rights>Copyright Urban & Fischer Verlag Feb 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c432t-c4eabf6a6a73fa90c6a1f283f5dd0b5ae880398ff0cea5bca81bbaab751a01dd3</citedby><cites>FETCH-LOGICAL-c432t-c4eabf6a6a73fa90c6a1f283f5dd0b5ae880398ff0cea5bca81bbaab751a01dd3</cites><orcidid>0000-0002-8492-4141</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0176161720302303$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33388665$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Mai, Nga T.P.</creatorcontrib><creatorcontrib>Mai, Chung Duc</creatorcontrib><creatorcontrib>Nguyen, Hiep Van</creatorcontrib><creatorcontrib>Le, Khang Quoc</creatorcontrib><creatorcontrib>Duong, Linh Viet</creatorcontrib><creatorcontrib>Tran, Tuan Anh</creatorcontrib><creatorcontrib>To, Huong Thi Mai</creatorcontrib><title>Discovery of new genetic determinants of morphological plasticity in rice roots and shoots under phosphate starvation using GWAS</title><title>Journal of plant physiology</title><addtitle>J Plant Physiol</addtitle><description>Phosphorus is an essential nutrient for plants that is often in short supply. In rice (Oryza sativa L.), inorganic phosphate (Pi) deficiency leads to various physiological disorders that consequently affect plant productivity. In this study, a large-scale phenotyping experiment using 160 Vietnamese rice landraces was performed under greenhouse conditions, by employing an alpha lattice design with three replicates, to identify quantitative trait loci (QTLs) associated with plant growth inhibition caused by Pi deficiency. Rice plantlets were grown for six weeks in the PVC sand column (16 cm diameter × 80 cm height) supplied with Pi-deficient medium (10 μM P) or full-Pi Yoshida medium (320 μM P). The effects of Pi deficiency on the number of crown roots, root length, shoot length, root weight, shoot weight and total weight were studied. From 36 significant markers identified using a genome-wide association study, 21 QTLs associated with plant growth inhibition under Pi starvation were defined. In total, 158 candidate genes co-located with the defined QTLs were identified. Interestingly, one QTL (qRST9.14) was associated with all three weight-traits. The co-located gene GLYCEROPHOSPHODIESTER PHOSPHODIESTERASE 13 was found to be potentially involved in Pi transport. Understanding the molecular mechanisms of Pi-starvation responses, and identifying the potential QTLs responsible for low-Pi stress tolerance, will provide valuable information for developing new varieties tolerant of low-Pi conditions.</description><subject>Gene mapping</subject><subject>Genome-wide association studies</subject><subject>Genome-wide association study</subject><subject>Genomes</subject><subject>Genotyping-by-sequencing</subject><subject>Glycerophosphodiester phosphodiesterase</subject><subject>Lattice design</subject><subject>Molecular modelling</subject><subject>Oryza sativa</subject><subject>Phenotyping</subject><subject>Phosphate deficiency</subject><subject>Phosphate starvation response</subject><subject>Phosphodiesterase</subject><subject>Phosphorus</subject><subject>Plant growth</subject><subject>Plantlets</subject><subject>Quantitative trait loci</subject><subject>Quantitative trait locus</subject><subject>Rice</subject><subject>Rice cultivar</subject><subject>Roots</subject><subject>Shoots</subject><subject>Starvation</subject><subject>Weight</subject><issn>0176-1617</issn><issn>1618-1328</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kcFuEzEQhi0EoqHwBEjIEhcuSe11dtc5cKhaKEiVOLSIozVrjxOvdu3F9gblxqPjNIUDh148nvH3jz3-CXnL2Yoz3lz0q34apt2qYlWp1EKs2TOy4A2XSy4q-ZwsGG-bZSm0Z-RVSj0reS3FS3ImhJCyaeoF-X3tkg57jAcaLPX4i27RY3aaGswYR-fB53Q8G0OcdmEIW6dhoNMAqVAuH6jzNDqNNIZQSPCGpt3DdvYGIy2iNO0gI00Z4h6yC57OyfktvflxefeavLAwJHzzGM_J98-f7q--LG-_3Xy9urxd6rWoclkROttAA62wsGG6AW4rKWxtDOtqQCmZ2EhrmUaoOw2Sdx1A19YcGDdGnJMPp75TDD9nTFmNZXIcBvAY5qSqdVszKflGFPT9f2gf5ujL61RVV23D-Jq1hRInSseQUkSrpuhGiAfFmToapHr1YJA6GqROBhXVu8feczei-af560gBPp4ALJ-xdxhV0g69RuMi6qxMcE9e8Af5CqXm</recordid><startdate>202102</startdate><enddate>202102</enddate><creator>Mai, Nga T.P.</creator><creator>Mai, Chung Duc</creator><creator>Nguyen, Hiep Van</creator><creator>Le, Khang Quoc</creator><creator>Duong, Linh Viet</creator><creator>Tran, Tuan Anh</creator><creator>To, Huong Thi Mai</creator><general>Elsevier GmbH</general><general>Elsevier Science Ltd</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QP</scope><scope>7SS</scope><scope>8FD</scope><scope>FR3</scope><scope>K9.</scope><scope>M7N</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-8492-4141</orcidid></search><sort><creationdate>202102</creationdate><title>Discovery of new genetic determinants of morphological plasticity in rice roots and shoots under phosphate starvation using GWAS</title><author>Mai, Nga T.P. ; Mai, Chung Duc ; Nguyen, Hiep Van ; Le, Khang Quoc ; Duong, Linh Viet ; Tran, Tuan Anh ; To, Huong Thi Mai</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c432t-c4eabf6a6a73fa90c6a1f283f5dd0b5ae880398ff0cea5bca81bbaab751a01dd3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Gene mapping</topic><topic>Genome-wide association studies</topic><topic>Genome-wide association study</topic><topic>Genomes</topic><topic>Genotyping-by-sequencing</topic><topic>Glycerophosphodiester phosphodiesterase</topic><topic>Lattice design</topic><topic>Molecular modelling</topic><topic>Oryza sativa</topic><topic>Phenotyping</topic><topic>Phosphate deficiency</topic><topic>Phosphate starvation response</topic><topic>Phosphodiesterase</topic><topic>Phosphorus</topic><topic>Plant growth</topic><topic>Plantlets</topic><topic>Quantitative trait loci</topic><topic>Quantitative trait locus</topic><topic>Rice</topic><topic>Rice cultivar</topic><topic>Roots</topic><topic>Shoots</topic><topic>Starvation</topic><topic>Weight</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Mai, Nga T.P.</creatorcontrib><creatorcontrib>Mai, Chung Duc</creatorcontrib><creatorcontrib>Nguyen, Hiep Van</creatorcontrib><creatorcontrib>Le, Khang Quoc</creatorcontrib><creatorcontrib>Duong, Linh Viet</creatorcontrib><creatorcontrib>Tran, Tuan Anh</creatorcontrib><creatorcontrib>To, Huong Thi Mai</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of plant physiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Mai, Nga T.P.</au><au>Mai, Chung Duc</au><au>Nguyen, Hiep Van</au><au>Le, Khang Quoc</au><au>Duong, Linh Viet</au><au>Tran, Tuan Anh</au><au>To, Huong Thi Mai</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Discovery of new genetic determinants of morphological plasticity in rice roots and shoots under phosphate starvation using GWAS</atitle><jtitle>Journal of plant physiology</jtitle><addtitle>J Plant Physiol</addtitle><date>2021-02</date><risdate>2021</risdate><volume>257</volume><spage>153340</spage><epage>153340</epage><pages>153340-153340</pages><artnum>153340</artnum><issn>0176-1617</issn><eissn>1618-1328</eissn><abstract>Phosphorus is an essential nutrient for plants that is often in short supply. In rice (Oryza sativa L.), inorganic phosphate (Pi) deficiency leads to various physiological disorders that consequently affect plant productivity. In this study, a large-scale phenotyping experiment using 160 Vietnamese rice landraces was performed under greenhouse conditions, by employing an alpha lattice design with three replicates, to identify quantitative trait loci (QTLs) associated with plant growth inhibition caused by Pi deficiency. Rice plantlets were grown for six weeks in the PVC sand column (16 cm diameter × 80 cm height) supplied with Pi-deficient medium (10 μM P) or full-Pi Yoshida medium (320 μM P). The effects of Pi deficiency on the number of crown roots, root length, shoot length, root weight, shoot weight and total weight were studied. From 36 significant markers identified using a genome-wide association study, 21 QTLs associated with plant growth inhibition under Pi starvation were defined. In total, 158 candidate genes co-located with the defined QTLs were identified. Interestingly, one QTL (qRST9.14) was associated with all three weight-traits. The co-located gene GLYCEROPHOSPHODIESTER PHOSPHODIESTERASE 13 was found to be potentially involved in Pi transport. Understanding the molecular mechanisms of Pi-starvation responses, and identifying the potential QTLs responsible for low-Pi stress tolerance, will provide valuable information for developing new varieties tolerant of low-Pi conditions.</abstract><cop>Germany</cop><pub>Elsevier GmbH</pub><pmid>33388665</pmid><doi>10.1016/j.jplph.2020.153340</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-8492-4141</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Gene mapping Genome-wide association studies Genome-wide association study Genomes Genotyping-by-sequencing Glycerophosphodiester phosphodiesterase Lattice design Molecular modelling Oryza sativa Phenotyping Phosphate deficiency Phosphate starvation response Phosphodiesterase Phosphorus Plant growth Plantlets Quantitative trait loci Quantitative trait locus Rice Rice cultivar Roots Shoots Starvation Weight |
title | Discovery of new genetic determinants of morphological plasticity in rice roots and shoots under phosphate starvation using GWAS |
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