Phenotyping and metabolome analysis reveal the role of AdoMetDC and Di19 genes in determining acquired tolerance to drought in rice
Water‐saving attempts for rice cultivation often reduce yields. Maintaining productivity under drought is possible when rice genotypes are bred with improved metabolism and spikelet fertility. Although attempts have been made to introgress water mining and water use efficiency traits, combining acqu...
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creator | Sankarapillai, Lekshmy V. Vijayaraghavareddy, Preethi Nanaiah, Karthik Arpitha, Gajamaranahally D. Chaitanya, Purushothama M. Sathishraj, Rajendran Shindhe, Dhananjay Vemanna, Ramu S. Yin, Xinyou Struik, Paul C. Sreeman, Sheshshayee |
description | Water‐saving attempts for rice cultivation often reduce yields. Maintaining productivity under drought is possible when rice genotypes are bred with improved metabolism and spikelet fertility. Although attempts have been made to introgress water mining and water use efficiency traits, combining acquired tolerance traits (ATTs), that is, specific traits induced or upregulated to better tolerate severe stress, appears equally important. In our study, we screened 90 rice germplasm accessions that represented the molecular and phenotypic variations of 851 lines of the 3 K rice panel. Utilising phenomics, we identified markers linked to ATTs through association analysis of over 0.2 million SNPs derived from whole‐genome sequences. Propensity to respond to ‘induction’ stress varied significantly among genotypes, reflecting differences in cellular protection against oxidative stress. Among the ATTs, the hydroxyl radical and proline contents exhibited the highest variability. Furthermore, these significant variations in ATTs were strongly correlated with spikelet fertility. The 43 significant markers associated with ATTs were further validated using a different subset of contrasting genotypes. Gene expression studies and metabolomic profiling of two well‐known contrasting genotypes, APO (tolerant) and IR64 (sensitive), identified two ATT genes: AdoMetDC and Di19. Our study highlights the relevance of polyamine biosynthesis in modulating ATTs in rice. Genotypes with superior ATTs and the associated markers can be effectively employed in breeding rice varieties with sustained spikelet fertility and grain yield under drought. |
doi_str_mv | 10.1111/ppl.13992 |
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Maintaining productivity under drought is possible when rice genotypes are bred with improved metabolism and spikelet fertility. Although attempts have been made to introgress water mining and water use efficiency traits, combining acquired tolerance traits (ATTs), that is, specific traits induced or upregulated to better tolerate severe stress, appears equally important. In our study, we screened 90 rice germplasm accessions that represented the molecular and phenotypic variations of 851 lines of the 3 K rice panel. Utilising phenomics, we identified markers linked to ATTs through association analysis of over 0.2 million SNPs derived from whole‐genome sequences. Propensity to respond to ‘induction’ stress varied significantly among genotypes, reflecting differences in cellular protection against oxidative stress. Among the ATTs, the hydroxyl radical and proline contents exhibited the highest variability. Furthermore, these significant variations in ATTs were strongly correlated with spikelet fertility. The 43 significant markers associated with ATTs were further validated using a different subset of contrasting genotypes. Gene expression studies and metabolomic profiling of two well‐known contrasting genotypes, APO (tolerant) and IR64 (sensitive), identified two ATT genes: AdoMetDC and Di19. Our study highlights the relevance of polyamine biosynthesis in modulating ATTs in rice. Genotypes with superior ATTs and the associated markers can be effectively employed in breeding rice varieties with sustained spikelet fertility and grain yield under drought.</description><identifier>ISSN: 0031-9317</identifier><identifier>EISSN: 1399-3054</identifier><identifier>DOI: 10.1111/ppl.13992</identifier><language>eng</language><publisher>Oxford, UK: Blackwell Publishing Ltd</publisher><subject>Association analysis ; Biomarkers ; Biosynthesis ; Crop yield ; Cultivation ; Drought ; Fertility ; Gene expression ; Gene sequencing ; Genes ; Genomes ; Genotypes ; Germplasm ; Grain cultivation ; Hydroxyl radicals ; Metabolomics ; Oxidative stress ; Phenotypic variations ; Phenotyping ; Plant breeding ; Polyamines ; Rice ; Single-nucleotide polymorphism ; Water conservation ; Water use ; Water use efficiency</subject><ispartof>Physiologia plantarum, 2023-09, Vol.175 (5), p.e13992-n/a</ispartof><rights>2023 Scandinavian Plant Physiology Society.</rights><rights>2023 Scandinavian Plant Physiology Society</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3302-b153d69e4edb07c61936d456a38139679aa3fe58912a285c0237b79a3a26bf0d3</citedby><cites>FETCH-LOGICAL-c3302-b153d69e4edb07c61936d456a38139679aa3fe58912a285c0237b79a3a26bf0d3</cites><orcidid>0000-0002-9729-8768 ; 0000-0002-2634-8596</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fppl.13992$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fppl.13992$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1417,27924,27925,45574,45575</link.rule.ids></links><search><creatorcontrib>Sankarapillai, Lekshmy V.</creatorcontrib><creatorcontrib>Vijayaraghavareddy, Preethi</creatorcontrib><creatorcontrib>Nanaiah, Karthik</creatorcontrib><creatorcontrib>Arpitha, Gajamaranahally D.</creatorcontrib><creatorcontrib>Chaitanya, Purushothama M.</creatorcontrib><creatorcontrib>Sathishraj, Rajendran</creatorcontrib><creatorcontrib>Shindhe, Dhananjay</creatorcontrib><creatorcontrib>Vemanna, Ramu S.</creatorcontrib><creatorcontrib>Yin, Xinyou</creatorcontrib><creatorcontrib>Struik, Paul C.</creatorcontrib><creatorcontrib>Sreeman, Sheshshayee</creatorcontrib><title>Phenotyping and metabolome analysis reveal the role of AdoMetDC and Di19 genes in determining acquired tolerance to drought in rice</title><title>Physiologia plantarum</title><description>Water‐saving attempts for rice cultivation often reduce yields. Maintaining productivity under drought is possible when rice genotypes are bred with improved metabolism and spikelet fertility. Although attempts have been made to introgress water mining and water use efficiency traits, combining acquired tolerance traits (ATTs), that is, specific traits induced or upregulated to better tolerate severe stress, appears equally important. In our study, we screened 90 rice germplasm accessions that represented the molecular and phenotypic variations of 851 lines of the 3 K rice panel. Utilising phenomics, we identified markers linked to ATTs through association analysis of over 0.2 million SNPs derived from whole‐genome sequences. Propensity to respond to ‘induction’ stress varied significantly among genotypes, reflecting differences in cellular protection against oxidative stress. Among the ATTs, the hydroxyl radical and proline contents exhibited the highest variability. Furthermore, these significant variations in ATTs were strongly correlated with spikelet fertility. The 43 significant markers associated with ATTs were further validated using a different subset of contrasting genotypes. Gene expression studies and metabolomic profiling of two well‐known contrasting genotypes, APO (tolerant) and IR64 (sensitive), identified two ATT genes: AdoMetDC and Di19. Our study highlights the relevance of polyamine biosynthesis in modulating ATTs in rice. Genotypes with superior ATTs and the associated markers can be effectively employed in breeding rice varieties with sustained spikelet fertility and grain yield under drought.</description><subject>Association analysis</subject><subject>Biomarkers</subject><subject>Biosynthesis</subject><subject>Crop yield</subject><subject>Cultivation</subject><subject>Drought</subject><subject>Fertility</subject><subject>Gene expression</subject><subject>Gene sequencing</subject><subject>Genes</subject><subject>Genomes</subject><subject>Genotypes</subject><subject>Germplasm</subject><subject>Grain cultivation</subject><subject>Hydroxyl radicals</subject><subject>Metabolomics</subject><subject>Oxidative stress</subject><subject>Phenotypic variations</subject><subject>Phenotyping</subject><subject>Plant breeding</subject><subject>Polyamines</subject><subject>Rice</subject><subject>Single-nucleotide polymorphism</subject><subject>Water conservation</subject><subject>Water use</subject><subject>Water use efficiency</subject><issn>0031-9317</issn><issn>1399-3054</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp1kTtPwzAUhS0EEqUw8A8sscCQ1o_ETcaqPKUiOsAcOfFN68qJUzsBZeaP47ZMSNzB9_rqO0eyD0LXlExoqGnbmgnlWcZO0GjfI06S-BSNCOE0yjidnaML77eEUCEoG6Hv1QYa2w2tbtZYNgrX0MnCGltDuEozeO2xg0-QBncbwM4awLbCc2VfobtfHDT3mmZ4DQ14rBusoANX6-bgWO567UDhLuicbEoIE1bO9utNt4edLuESnVXSeLj67WP08fjwvniOlm9PL4v5Mio5JywqaMKVyCAGVZBZKWjGhYoTIXkaXipmmZS8giTNKJMsTUrC-KwIWy6ZKCqi-BjdHn1bZ3c9-C6vtS_BGNmA7X3O0pRxFocjoDd_0K3tXfiPA0VFTASPA3V3pEpnvXdQ5a3TtXRDTkm-jyMPceSHOAI7PbJf2sDwP5ivVsuj4gdOdIvX</recordid><startdate>202309</startdate><enddate>202309</enddate><creator>Sankarapillai, Lekshmy V.</creator><creator>Vijayaraghavareddy, Preethi</creator><creator>Nanaiah, Karthik</creator><creator>Arpitha, Gajamaranahally D.</creator><creator>Chaitanya, Purushothama M.</creator><creator>Sathishraj, Rajendran</creator><creator>Shindhe, Dhananjay</creator><creator>Vemanna, Ramu S.</creator><creator>Yin, Xinyou</creator><creator>Struik, Paul C.</creator><creator>Sreeman, Sheshshayee</creator><general>Blackwell Publishing Ltd</general><general>Wiley Subscription Services, Inc</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SN</scope><scope>7ST</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>P64</scope><scope>RC3</scope><scope>SOI</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-9729-8768</orcidid><orcidid>https://orcid.org/0000-0002-2634-8596</orcidid></search><sort><creationdate>202309</creationdate><title>Phenotyping and metabolome analysis reveal the role of AdoMetDC and Di19 genes in determining acquired tolerance to drought in rice</title><author>Sankarapillai, Lekshmy V. ; Vijayaraghavareddy, Preethi ; Nanaiah, Karthik ; Arpitha, Gajamaranahally D. ; Chaitanya, Purushothama M. ; Sathishraj, Rajendran ; Shindhe, Dhananjay ; Vemanna, Ramu S. ; Yin, Xinyou ; Struik, Paul C. ; Sreeman, Sheshshayee</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3302-b153d69e4edb07c61936d456a38139679aa3fe58912a285c0237b79a3a26bf0d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Association analysis</topic><topic>Biomarkers</topic><topic>Biosynthesis</topic><topic>Crop yield</topic><topic>Cultivation</topic><topic>Drought</topic><topic>Fertility</topic><topic>Gene expression</topic><topic>Gene sequencing</topic><topic>Genes</topic><topic>Genomes</topic><topic>Genotypes</topic><topic>Germplasm</topic><topic>Grain cultivation</topic><topic>Hydroxyl radicals</topic><topic>Metabolomics</topic><topic>Oxidative stress</topic><topic>Phenotypic variations</topic><topic>Phenotyping</topic><topic>Plant breeding</topic><topic>Polyamines</topic><topic>Rice</topic><topic>Single-nucleotide polymorphism</topic><topic>Water conservation</topic><topic>Water use</topic><topic>Water use efficiency</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sankarapillai, Lekshmy V.</creatorcontrib><creatorcontrib>Vijayaraghavareddy, Preethi</creatorcontrib><creatorcontrib>Nanaiah, Karthik</creatorcontrib><creatorcontrib>Arpitha, Gajamaranahally D.</creatorcontrib><creatorcontrib>Chaitanya, Purushothama M.</creatorcontrib><creatorcontrib>Sathishraj, Rajendran</creatorcontrib><creatorcontrib>Shindhe, Dhananjay</creatorcontrib><creatorcontrib>Vemanna, Ramu S.</creatorcontrib><creatorcontrib>Yin, Xinyou</creatorcontrib><creatorcontrib>Struik, Paul C.</creatorcontrib><creatorcontrib>Sreeman, Sheshshayee</creatorcontrib><collection>CrossRef</collection><collection>Ecology Abstracts</collection><collection>Environment Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>Environment Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Physiologia plantarum</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sankarapillai, Lekshmy V.</au><au>Vijayaraghavareddy, Preethi</au><au>Nanaiah, Karthik</au><au>Arpitha, Gajamaranahally D.</au><au>Chaitanya, Purushothama M.</au><au>Sathishraj, Rajendran</au><au>Shindhe, Dhananjay</au><au>Vemanna, Ramu S.</au><au>Yin, Xinyou</au><au>Struik, Paul C.</au><au>Sreeman, Sheshshayee</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Phenotyping and metabolome analysis reveal the role of AdoMetDC and Di19 genes in determining acquired tolerance to drought in rice</atitle><jtitle>Physiologia plantarum</jtitle><date>2023-09</date><risdate>2023</risdate><volume>175</volume><issue>5</issue><spage>e13992</spage><epage>n/a</epage><pages>e13992-n/a</pages><issn>0031-9317</issn><eissn>1399-3054</eissn><abstract>Water‐saving attempts for rice cultivation often reduce yields. Maintaining productivity under drought is possible when rice genotypes are bred with improved metabolism and spikelet fertility. Although attempts have been made to introgress water mining and water use efficiency traits, combining acquired tolerance traits (ATTs), that is, specific traits induced or upregulated to better tolerate severe stress, appears equally important. In our study, we screened 90 rice germplasm accessions that represented the molecular and phenotypic variations of 851 lines of the 3 K rice panel. Utilising phenomics, we identified markers linked to ATTs through association analysis of over 0.2 million SNPs derived from whole‐genome sequences. Propensity to respond to ‘induction’ stress varied significantly among genotypes, reflecting differences in cellular protection against oxidative stress. Among the ATTs, the hydroxyl radical and proline contents exhibited the highest variability. Furthermore, these significant variations in ATTs were strongly correlated with spikelet fertility. The 43 significant markers associated with ATTs were further validated using a different subset of contrasting genotypes. Gene expression studies and metabolomic profiling of two well‐known contrasting genotypes, APO (tolerant) and IR64 (sensitive), identified two ATT genes: AdoMetDC and Di19. Our study highlights the relevance of polyamine biosynthesis in modulating ATTs in rice. Genotypes with superior ATTs and the associated markers can be effectively employed in breeding rice varieties with sustained spikelet fertility and grain yield under drought.</abstract><cop>Oxford, UK</cop><pub>Blackwell Publishing Ltd</pub><doi>10.1111/ppl.13992</doi><tpages>20</tpages><orcidid>https://orcid.org/0000-0002-9729-8768</orcidid><orcidid>https://orcid.org/0000-0002-2634-8596</orcidid></addata></record> |
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subjects | Association analysis Biomarkers Biosynthesis Crop yield Cultivation Drought Fertility Gene expression Gene sequencing Genes Genomes Genotypes Germplasm Grain cultivation Hydroxyl radicals Metabolomics Oxidative stress Phenotypic variations Phenotyping Plant breeding Polyamines Rice Single-nucleotide polymorphism Water conservation Water use Water use efficiency |
title | Phenotyping and metabolome analysis reveal the role of AdoMetDC and Di19 genes in determining acquired tolerance to drought in rice |
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