Loading…
Genome wide association study of MAGIC population reveals a novel QTL for salinity and sodicity tolerance in rice
The present study was conducted to identify the novel QTLs controlling salinity and sodicity tolerance using indica MAGIC rice population. Phenotyping was carried out in salinity (EC ~ 10 dS/m) and sodicity (pH ~ 9.8) at the seedling stage. Among 391 lines, 43 and 98 lines were found tolerant and mo...
Saved in:
Published in: | Physiology and molecular biology of plants 2022-04, Vol.28 (4), p.819-835 |
---|---|
Main Authors: | , , , , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | cdi_FETCH-LOGICAL-c474t-5d947dd2952e4049c9d81fd9a4850549d8ccddefd8a21edf3716ad4683a477723 |
---|---|
cites | cdi_FETCH-LOGICAL-c474t-5d947dd2952e4049c9d81fd9a4850549d8ccddefd8a21edf3716ad4683a477723 |
container_end_page | 835 |
container_issue | 4 |
container_start_page | 819 |
container_title | Physiology and molecular biology of plants |
container_volume | 28 |
creator | Krishnamurthy, S. L. Sharma, P. C. Dewan, D. Lokeshkumar, B. M. Rathor, Suman Warraich, A. S. Vinaykumar, N. M. Leung, Hei Singh, R. K. |
description | The present study was conducted to identify the novel QTLs controlling salinity and sodicity tolerance using
indica
MAGIC rice population. Phenotyping was carried out in salinity (EC ~ 10 dS/m) and sodicity (pH ~ 9.8) at the seedling stage. Among 391 lines, 43 and 98 lines were found tolerant and moderately tolerant to salinity. For sodicity condition, 2 and 45 lines were showed tolerance and moderately tolerance at seedling stage. MAGIC population was genotyped with the help of genotyping by sequencing (GBS) and filtered 27041SNPs were used for genome wide marker trait association studies. With respect to salinity tolerance, 25 SNPs were distributed on chromosomes 1, 5, 11 and 12, whereas 18 SNPs were mapped on chromosomes 6, 4 and 11 with LOD value of > 3.25 to sodicity tolerance in rice. The candidate gene analysis detected twelve causal genes including
SKC1
gene at
Saltol
region for salinity and six associated genes for sodic stress tolerance. The significant haplotypes responsible for core histone protein coding gene (
LOC_Os12g25120
) and three uncharacterized protein coding genes (
LOC_Os01g20710
,
LOC_Os01g20870
and
LOC_Os12g22020
) were identified under saline stress. Likewise, five significant haplotypes coding for ribose 5-phosphate isomerise (
LOC_Os04g24140
), aspartyl protease (
LOC_Os06g15760
), aluminum-activated malate transporter (
LOC_Os06g15779
), OsFBX421-Fbox domain containing protein (
LOC_Os11g32940
) and one uncharacterized protein (
LOC_Os11g32930
) were detected for sodic stress tolerance. The identified novel SNPs could be the potential candidates for functional characterization. These candidate genes aid to further understanding of genetic mechanism on salinity and sodicity stress tolerance in rice. The tolerant line could be used in future breeding programme to enhance the salinity and sodicity tolerance in rice. |
doi_str_mv | 10.1007/s12298-022-01174-8 |
format | article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9110595</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2667788678</sourcerecordid><originalsourceid>FETCH-LOGICAL-c474t-5d947dd2952e4049c9d81fd9a4850549d8ccddefd8a21edf3716ad4683a477723</originalsourceid><addsrcrecordid>eNp9Uc9PHCEUJk0btVv_gR4MiRcv0wIDA1xMjGltkzXGxJ4JhTcWMwsrzGyz_72sY2310Au8l-_Hey8fQh8p-UQJkZ8LZUyrhjDWEEolb9QbdEB0LQhvydvHmjZCab6P3pdyR0jXckn30H4rhGZcdQfo_gJiWgH-HTxgW0pywY4hRVzGyW9x6vHl2cX3c7xO62mYkQwbsEPBFse0gQFf3yxxnzIudggxjFtso8cl-eB2zZgGyDY6wKFKg4MP6F1f5XD49C_Qj69fbs6_NcurOuhs2Tgu-dgIr7n0nmnBgBOunfaK9l5brgQRvHbOeQ-9V5ZR8H0raWc971RruZSStQt0Ovuup58r8A7imO1g1jmsbN6aZIN5icTwy9ymjdGUEqFFNTh5MsjpfoIymlUoDobBRkhTMazrpFSqk6pSj19R79KUYz1vxxK0lbo-C8RmlsuplAz98zKUmF2iZk7U1ETNY6JmZ3307xnPkj8RVkI7E0qF4i3kv7P_Y_sApzGtZw</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2665137951</pqid></control><display><type>article</type><title>Genome wide association study of MAGIC population reveals a novel QTL for salinity and sodicity tolerance in rice</title><source>Open Access: PubMed Central</source><source>Springer Link</source><creator>Krishnamurthy, S. L. ; Sharma, P. C. ; Dewan, D. ; Lokeshkumar, B. M. ; Rathor, Suman ; Warraich, A. S. ; Vinaykumar, N. M. ; Leung, Hei ; Singh, R. K.</creator><creatorcontrib>Krishnamurthy, S. L. ; Sharma, P. C. ; Dewan, D. ; Lokeshkumar, B. M. ; Rathor, Suman ; Warraich, A. S. ; Vinaykumar, N. M. ; Leung, Hei ; Singh, R. K.</creatorcontrib><description>The present study was conducted to identify the novel QTLs controlling salinity and sodicity tolerance using
indica
MAGIC rice population. Phenotyping was carried out in salinity (EC ~ 10 dS/m) and sodicity (pH ~ 9.8) at the seedling stage. Among 391 lines, 43 and 98 lines were found tolerant and moderately tolerant to salinity. For sodicity condition, 2 and 45 lines were showed tolerance and moderately tolerance at seedling stage. MAGIC population was genotyped with the help of genotyping by sequencing (GBS) and filtered 27041SNPs were used for genome wide marker trait association studies. With respect to salinity tolerance, 25 SNPs were distributed on chromosomes 1, 5, 11 and 12, whereas 18 SNPs were mapped on chromosomes 6, 4 and 11 with LOD value of > 3.25 to sodicity tolerance in rice. The candidate gene analysis detected twelve causal genes including
SKC1
gene at
Saltol
region for salinity and six associated genes for sodic stress tolerance. The significant haplotypes responsible for core histone protein coding gene (
LOC_Os12g25120
) and three uncharacterized protein coding genes (
LOC_Os01g20710
,
LOC_Os01g20870
and
LOC_Os12g22020
) were identified under saline stress. Likewise, five significant haplotypes coding for ribose 5-phosphate isomerise (
LOC_Os04g24140
), aspartyl protease (
LOC_Os06g15760
), aluminum-activated malate transporter (
LOC_Os06g15779
), OsFBX421-Fbox domain containing protein (
LOC_Os11g32940
) and one uncharacterized protein (
LOC_Os11g32930
) were detected for sodic stress tolerance. The identified novel SNPs could be the potential candidates for functional characterization. These candidate genes aid to further understanding of genetic mechanism on salinity and sodicity stress tolerance in rice. The tolerant line could be used in future breeding programme to enhance the salinity and sodicity tolerance in rice.</description><identifier>ISSN: 0971-5894</identifier><identifier>EISSN: 0974-0430</identifier><identifier>DOI: 10.1007/s12298-022-01174-8</identifier><identifier>PMID: 35592486</identifier><language>eng</language><publisher>New Delhi: Springer India</publisher><subject>Aluminum ; Aspartic endopeptidase ; Biological and Medical Physics ; Biomedical and Life Sciences ; Biophysics ; Cell Biology ; Chromosomes ; Genes ; Genome-wide association studies ; Genomes ; Genotyping ; Haplotypes ; Histones ; Life Sciences ; Phenotyping ; Plant Physiology ; Plant Sciences ; Population studies ; Proteins ; Quantitative trait loci ; Research Article ; Ribose ; Rice ; Salinity ; Salinity effects ; Salinity tolerance ; Seedlings ; Single-nucleotide polymorphism ; Stress</subject><ispartof>Physiology and molecular biology of plants, 2022-04, Vol.28 (4), p.819-835</ispartof><rights>Prof. H.S. Srivastava Foundation for Science and Society 2022</rights><rights>Prof. H.S. Srivastava Foundation for Science and Society 2022.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c474t-5d947dd2952e4049c9d81fd9a4850549d8ccddefd8a21edf3716ad4683a477723</citedby><cites>FETCH-LOGICAL-c474t-5d947dd2952e4049c9d81fd9a4850549d8ccddefd8a21edf3716ad4683a477723</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9110595/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9110595/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35592486$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Krishnamurthy, S. L.</creatorcontrib><creatorcontrib>Sharma, P. C.</creatorcontrib><creatorcontrib>Dewan, D.</creatorcontrib><creatorcontrib>Lokeshkumar, B. M.</creatorcontrib><creatorcontrib>Rathor, Suman</creatorcontrib><creatorcontrib>Warraich, A. S.</creatorcontrib><creatorcontrib>Vinaykumar, N. M.</creatorcontrib><creatorcontrib>Leung, Hei</creatorcontrib><creatorcontrib>Singh, R. K.</creatorcontrib><title>Genome wide association study of MAGIC population reveals a novel QTL for salinity and sodicity tolerance in rice</title><title>Physiology and molecular biology of plants</title><addtitle>Physiol Mol Biol Plants</addtitle><addtitle>Physiol Mol Biol Plants</addtitle><description>The present study was conducted to identify the novel QTLs controlling salinity and sodicity tolerance using
indica
MAGIC rice population. Phenotyping was carried out in salinity (EC ~ 10 dS/m) and sodicity (pH ~ 9.8) at the seedling stage. Among 391 lines, 43 and 98 lines were found tolerant and moderately tolerant to salinity. For sodicity condition, 2 and 45 lines were showed tolerance and moderately tolerance at seedling stage. MAGIC population was genotyped with the help of genotyping by sequencing (GBS) and filtered 27041SNPs were used for genome wide marker trait association studies. With respect to salinity tolerance, 25 SNPs were distributed on chromosomes 1, 5, 11 and 12, whereas 18 SNPs were mapped on chromosomes 6, 4 and 11 with LOD value of > 3.25 to sodicity tolerance in rice. The candidate gene analysis detected twelve causal genes including
SKC1
gene at
Saltol
region for salinity and six associated genes for sodic stress tolerance. The significant haplotypes responsible for core histone protein coding gene (
LOC_Os12g25120
) and three uncharacterized protein coding genes (
LOC_Os01g20710
,
LOC_Os01g20870
and
LOC_Os12g22020
) were identified under saline stress. Likewise, five significant haplotypes coding for ribose 5-phosphate isomerise (
LOC_Os04g24140
), aspartyl protease (
LOC_Os06g15760
), aluminum-activated malate transporter (
LOC_Os06g15779
), OsFBX421-Fbox domain containing protein (
LOC_Os11g32940
) and one uncharacterized protein (
LOC_Os11g32930
) were detected for sodic stress tolerance. The identified novel SNPs could be the potential candidates for functional characterization. These candidate genes aid to further understanding of genetic mechanism on salinity and sodicity stress tolerance in rice. The tolerant line could be used in future breeding programme to enhance the salinity and sodicity tolerance in rice.</description><subject>Aluminum</subject><subject>Aspartic endopeptidase</subject><subject>Biological and Medical Physics</subject><subject>Biomedical and Life Sciences</subject><subject>Biophysics</subject><subject>Cell Biology</subject><subject>Chromosomes</subject><subject>Genes</subject><subject>Genome-wide association studies</subject><subject>Genomes</subject><subject>Genotyping</subject><subject>Haplotypes</subject><subject>Histones</subject><subject>Life Sciences</subject><subject>Phenotyping</subject><subject>Plant Physiology</subject><subject>Plant Sciences</subject><subject>Population studies</subject><subject>Proteins</subject><subject>Quantitative trait loci</subject><subject>Research Article</subject><subject>Ribose</subject><subject>Rice</subject><subject>Salinity</subject><subject>Salinity effects</subject><subject>Salinity tolerance</subject><subject>Seedlings</subject><subject>Single-nucleotide polymorphism</subject><subject>Stress</subject><issn>0971-5894</issn><issn>0974-0430</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9Uc9PHCEUJk0btVv_gR4MiRcv0wIDA1xMjGltkzXGxJ4JhTcWMwsrzGyz_72sY2310Au8l-_Hey8fQh8p-UQJkZ8LZUyrhjDWEEolb9QbdEB0LQhvydvHmjZCab6P3pdyR0jXckn30H4rhGZcdQfo_gJiWgH-HTxgW0pywY4hRVzGyW9x6vHl2cX3c7xO62mYkQwbsEPBFse0gQFf3yxxnzIudggxjFtso8cl-eB2zZgGyDY6wKFKg4MP6F1f5XD49C_Qj69fbs6_NcurOuhs2Tgu-dgIr7n0nmnBgBOunfaK9l5brgQRvHbOeQ-9V5ZR8H0raWc971RruZSStQt0Ovuup58r8A7imO1g1jmsbN6aZIN5icTwy9ymjdGUEqFFNTh5MsjpfoIymlUoDobBRkhTMazrpFSqk6pSj19R79KUYz1vxxK0lbo-C8RmlsuplAz98zKUmF2iZk7U1ETNY6JmZ3307xnPkj8RVkI7E0qF4i3kv7P_Y_sApzGtZw</recordid><startdate>20220401</startdate><enddate>20220401</enddate><creator>Krishnamurthy, S. L.</creator><creator>Sharma, P. C.</creator><creator>Dewan, D.</creator><creator>Lokeshkumar, B. M.</creator><creator>Rathor, Suman</creator><creator>Warraich, A. S.</creator><creator>Vinaykumar, N. M.</creator><creator>Leung, Hei</creator><creator>Singh, R. K.</creator><general>Springer India</general><general>Springer Nature B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20220401</creationdate><title>Genome wide association study of MAGIC population reveals a novel QTL for salinity and sodicity tolerance in rice</title><author>Krishnamurthy, S. L. ; Sharma, P. C. ; Dewan, D. ; Lokeshkumar, B. M. ; Rathor, Suman ; Warraich, A. S. ; Vinaykumar, N. M. ; Leung, Hei ; Singh, R. K.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c474t-5d947dd2952e4049c9d81fd9a4850549d8ccddefd8a21edf3716ad4683a477723</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Aluminum</topic><topic>Aspartic endopeptidase</topic><topic>Biological and Medical Physics</topic><topic>Biomedical and Life Sciences</topic><topic>Biophysics</topic><topic>Cell Biology</topic><topic>Chromosomes</topic><topic>Genes</topic><topic>Genome-wide association studies</topic><topic>Genomes</topic><topic>Genotyping</topic><topic>Haplotypes</topic><topic>Histones</topic><topic>Life Sciences</topic><topic>Phenotyping</topic><topic>Plant Physiology</topic><topic>Plant Sciences</topic><topic>Population studies</topic><topic>Proteins</topic><topic>Quantitative trait loci</topic><topic>Research Article</topic><topic>Ribose</topic><topic>Rice</topic><topic>Salinity</topic><topic>Salinity effects</topic><topic>Salinity tolerance</topic><topic>Seedlings</topic><topic>Single-nucleotide polymorphism</topic><topic>Stress</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Krishnamurthy, S. L.</creatorcontrib><creatorcontrib>Sharma, P. C.</creatorcontrib><creatorcontrib>Dewan, D.</creatorcontrib><creatorcontrib>Lokeshkumar, B. M.</creatorcontrib><creatorcontrib>Rathor, Suman</creatorcontrib><creatorcontrib>Warraich, A. S.</creatorcontrib><creatorcontrib>Vinaykumar, N. M.</creatorcontrib><creatorcontrib>Leung, Hei</creatorcontrib><creatorcontrib>Singh, R. K.</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Physiology and molecular biology of plants</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Krishnamurthy, S. L.</au><au>Sharma, P. C.</au><au>Dewan, D.</au><au>Lokeshkumar, B. M.</au><au>Rathor, Suman</au><au>Warraich, A. S.</au><au>Vinaykumar, N. M.</au><au>Leung, Hei</au><au>Singh, R. K.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Genome wide association study of MAGIC population reveals a novel QTL for salinity and sodicity tolerance in rice</atitle><jtitle>Physiology and molecular biology of plants</jtitle><stitle>Physiol Mol Biol Plants</stitle><addtitle>Physiol Mol Biol Plants</addtitle><date>2022-04-01</date><risdate>2022</risdate><volume>28</volume><issue>4</issue><spage>819</spage><epage>835</epage><pages>819-835</pages><issn>0971-5894</issn><eissn>0974-0430</eissn><abstract>The present study was conducted to identify the novel QTLs controlling salinity and sodicity tolerance using
indica
MAGIC rice population. Phenotyping was carried out in salinity (EC ~ 10 dS/m) and sodicity (pH ~ 9.8) at the seedling stage. Among 391 lines, 43 and 98 lines were found tolerant and moderately tolerant to salinity. For sodicity condition, 2 and 45 lines were showed tolerance and moderately tolerance at seedling stage. MAGIC population was genotyped with the help of genotyping by sequencing (GBS) and filtered 27041SNPs were used for genome wide marker trait association studies. With respect to salinity tolerance, 25 SNPs were distributed on chromosomes 1, 5, 11 and 12, whereas 18 SNPs were mapped on chromosomes 6, 4 and 11 with LOD value of > 3.25 to sodicity tolerance in rice. The candidate gene analysis detected twelve causal genes including
SKC1
gene at
Saltol
region for salinity and six associated genes for sodic stress tolerance. The significant haplotypes responsible for core histone protein coding gene (
LOC_Os12g25120
) and three uncharacterized protein coding genes (
LOC_Os01g20710
,
LOC_Os01g20870
and
LOC_Os12g22020
) were identified under saline stress. Likewise, five significant haplotypes coding for ribose 5-phosphate isomerise (
LOC_Os04g24140
), aspartyl protease (
LOC_Os06g15760
), aluminum-activated malate transporter (
LOC_Os06g15779
), OsFBX421-Fbox domain containing protein (
LOC_Os11g32940
) and one uncharacterized protein (
LOC_Os11g32930
) were detected for sodic stress tolerance. The identified novel SNPs could be the potential candidates for functional characterization. These candidate genes aid to further understanding of genetic mechanism on salinity and sodicity stress tolerance in rice. The tolerant line could be used in future breeding programme to enhance the salinity and sodicity tolerance in rice.</abstract><cop>New Delhi</cop><pub>Springer India</pub><pmid>35592486</pmid><doi>10.1007/s12298-022-01174-8</doi><tpages>17</tpages><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0971-5894 |
ispartof | Physiology and molecular biology of plants, 2022-04, Vol.28 (4), p.819-835 |
issn | 0971-5894 0974-0430 |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9110595 |
source | Open Access: PubMed Central; Springer Link |
subjects | Aluminum Aspartic endopeptidase Biological and Medical Physics Biomedical and Life Sciences Biophysics Cell Biology Chromosomes Genes Genome-wide association studies Genomes Genotyping Haplotypes Histones Life Sciences Phenotyping Plant Physiology Plant Sciences Population studies Proteins Quantitative trait loci Research Article Ribose Rice Salinity Salinity effects Salinity tolerance Seedlings Single-nucleotide polymorphism Stress |
title | Genome wide association study of MAGIC population reveals a novel QTL for salinity and sodicity tolerance in rice |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-06T03%3A57%3A11IST&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%20wide%20association%20study%20of%20MAGIC%20population%20reveals%20a%20novel%20QTL%20for%20salinity%20and%20sodicity%20tolerance%20in%20rice&rft.jtitle=Physiology%20and%20molecular%20biology%20of%20plants&rft.au=Krishnamurthy,%20S.%20L.&rft.date=2022-04-01&rft.volume=28&rft.issue=4&rft.spage=819&rft.epage=835&rft.pages=819-835&rft.issn=0971-5894&rft.eissn=0974-0430&rft_id=info:doi/10.1007/s12298-022-01174-8&rft_dat=%3Cproquest_pubme%3E2667788678%3C/proquest_pubme%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c474t-5d947dd2952e4049c9d81fd9a4850549d8ccddefd8a21edf3716ad4683a477723%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2665137951&rft_id=info:pmid/35592486&rfr_iscdi=true |