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Marker-assisted selection to improve drought adaptation in maize: the backcross approach, perspectives, limitations, and alternatives
A number of different marker-assisted selection (MAS) approaches do exist for the improvement of polygenic traits. Results of a marker-assisted backcross (MABC) selection experiment aimed at improving grain yield under drought conditions in tropical maize are presented and compared with alternative...
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Published in: | Journal of experimental botany 2007-01, Vol.58 (2), p.351-360 |
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description | A number of different marker-assisted selection (MAS) approaches do exist for the improvement of polygenic traits. Results of a marker-assisted backcross (MABC) selection experiment aimed at improving grain yield under drought conditions in tropical maize are presented and compared with alternative MAS strategies. The introgression of favourable alleles at five target regions involved in the expression of yield components and flowering traits increased grain yield and reduced the asynchrony between male and female flowering under water-limited conditions. Eighty-five per cent of the recurrent parent's genotype at non-target loci was recovered in only four generations of MABC by screening large segregating populations (2200 individuals) for three of the four generations. Selected MABC-derived BC2F3 families were crossed with two testers and evaluated under different water regimes. Mean grain yield of MABC-derived hybrids was consistently higher than that of control hybrids (crosses from the recurrent parent to the same two testers as the MABC-derived families) under severe water stress conditions. Under those conditions, the best five MABC-derived hybrids yielded, on average, at least 50% more than control hybrids. Under mild water stress, defined as resulting in |
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Results of a marker-assisted backcross (MABC) selection experiment aimed at improving grain yield under drought conditions in tropical maize are presented and compared with alternative MAS strategies. The introgression of favourable alleles at five target regions involved in the expression of yield components and flowering traits increased grain yield and reduced the asynchrony between male and female flowering under water-limited conditions. Eighty-five per cent of the recurrent parent's genotype at non-target loci was recovered in only four generations of MABC by screening large segregating populations (2200 individuals) for three of the four generations. Selected MABC-derived BC2F3 families were crossed with two testers and evaluated under different water regimes. Mean grain yield of MABC-derived hybrids was consistently higher than that of control hybrids (crosses from the recurrent parent to the same two testers as the MABC-derived families) under severe water stress conditions. Under those conditions, the best five MABC-derived hybrids yielded, on average, at least 50% more than control hybrids. Under mild water stress, defined as resulting in <50% yield reduction, no difference was observed between MABC-derived hybrids and the control plants, thus confirming that the genetic regulation for drought tolerance is dependent on stress intensity. MABC conversions involving several target regions are likely to result in partial rather than complete line conversion. Simulations were conducted to assess the utility of such partial conversions, i.e. containing favourable donor alleles at non-target regions, for subsequent phenotypic selection. The results clearly showed that selecting several genotypes (10–20) at each MABC cycle was most efficient. In the light of these results, alternative approaches to MABC are discussed, including recurrent selection, illustrated by an example of improving the adaptation of maize to low temperatures. Given the current approaches for MAS and the choices of marker technologies available now and potential for future developments, the use of MAS techniques in further improving grain yield under abiotic stresses in maize appears very promising.</description><identifier>ISSN: 0022-0957</identifier><identifier>EISSN: 1460-2431</identifier><identifier>DOI: 10.1093/jxb/erl214</identifier><identifier>PMID: 17158111</identifier><identifier>CODEN: JEBOA6</identifier><language>eng</language><publisher>Oxford: Oxford University Press</publisher><subject>Adaptation ; Agronomy. Soil science and plant productions ; Alleles ; Backcross ; Biological and medical sciences ; Corn ; Crosses, Genetic ; Disasters ; Drought ; Fundamental and applied biological sciences. Psychology ; Genetic engineering applications ; Genetic loci ; Genetic Markers ; Genetics and breeding of economic plants ; Genotypes ; Hybridity ; marker-assisted selection ; Molecular genetics ; Phenotypic traits ; Plant breeding: fundamental aspects and methodology ; Plants ; Quantitative trait loci ; recurrent selection ; Selection, Genetic ; SPECIAL ISSUE PAPER ; Water - metabolism ; Zea mays ; Zea mays - genetics ; Zea mays - metabolism</subject><ispartof>Journal of experimental botany, 2007-01, Vol.58 (2), p.351-360</ispartof><rights>Society for Experimental Biology 2007</rights><rights>The Author [2006]. Published by Oxford University Press [on behalf of the Society for Experimental Biology]. All rights reserved. For Permissions, please e-mail: journals.permissions@oxfordjournals.org 2007</rights><rights>2007 INIST-CNRS</rights><rights>Copyright Oxford University Press(England) Jan 2007</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c540t-f73eebb3a9662371fe0c081b0230926ef4d8bcb6146cc82d6904cf1afc12c73f3</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.jstor.org/stable/pdf/24036489$$EPDF$$P50$$Gjstor$$H</linktopdf><linktohtml>$$Uhttps://www.jstor.org/stable/24036489$$EHTML$$P50$$Gjstor$$H</linktohtml><link.rule.ids>309,310,314,780,784,789,790,23930,23931,25140,27924,27925,58238,58471</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=18531159$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/17158111$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ribaut, Jean-Marcel</creatorcontrib><creatorcontrib>Ragot, Michel</creatorcontrib><title>Marker-assisted selection to improve drought adaptation in maize: the backcross approach, perspectives, limitations, and alternatives</title><title>Journal of experimental botany</title><addtitle>J Exp Bot</addtitle><description>A number of different marker-assisted selection (MAS) approaches do exist for the improvement of polygenic traits. Results of a marker-assisted backcross (MABC) selection experiment aimed at improving grain yield under drought conditions in tropical maize are presented and compared with alternative MAS strategies. The introgression of favourable alleles at five target regions involved in the expression of yield components and flowering traits increased grain yield and reduced the asynchrony between male and female flowering under water-limited conditions. Eighty-five per cent of the recurrent parent's genotype at non-target loci was recovered in only four generations of MABC by screening large segregating populations (2200 individuals) for three of the four generations. Selected MABC-derived BC2F3 families were crossed with two testers and evaluated under different water regimes. Mean grain yield of MABC-derived hybrids was consistently higher than that of control hybrids (crosses from the recurrent parent to the same two testers as the MABC-derived families) under severe water stress conditions. Under those conditions, the best five MABC-derived hybrids yielded, on average, at least 50% more than control hybrids. Under mild water stress, defined as resulting in <50% yield reduction, no difference was observed between MABC-derived hybrids and the control plants, thus confirming that the genetic regulation for drought tolerance is dependent on stress intensity. MABC conversions involving several target regions are likely to result in partial rather than complete line conversion. Simulations were conducted to assess the utility of such partial conversions, i.e. containing favourable donor alleles at non-target regions, for subsequent phenotypic selection. The results clearly showed that selecting several genotypes (10–20) at each MABC cycle was most efficient. In the light of these results, alternative approaches to MABC are discussed, including recurrent selection, illustrated by an example of improving the adaptation of maize to low temperatures. Given the current approaches for MAS and the choices of marker technologies available now and potential for future developments, the use of MAS techniques in further improving grain yield under abiotic stresses in maize appears very promising.</description><subject>Adaptation</subject><subject>Agronomy. Soil science and plant productions</subject><subject>Alleles</subject><subject>Backcross</subject><subject>Biological and medical sciences</subject><subject>Corn</subject><subject>Crosses, Genetic</subject><subject>Disasters</subject><subject>Drought</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>Genetic engineering applications</subject><subject>Genetic loci</subject><subject>Genetic Markers</subject><subject>Genetics and breeding of economic plants</subject><subject>Genotypes</subject><subject>Hybridity</subject><subject>marker-assisted selection</subject><subject>Molecular genetics</subject><subject>Phenotypic traits</subject><subject>Plant breeding: fundamental aspects and methodology</subject><subject>Plants</subject><subject>Quantitative trait loci</subject><subject>recurrent selection</subject><subject>Selection, Genetic</subject><subject>SPECIAL ISSUE PAPER</subject><subject>Water - metabolism</subject><subject>Zea mays</subject><subject>Zea mays - genetics</subject><subject>Zea mays - metabolism</subject><issn>0022-0957</issn><issn>1460-2431</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2007</creationdate><recordtype>article</recordtype><recordid>eNqFks1rFTEUxQdR7Gt1414JQl1Ix-Z7Enda9VWoiKAgbkImc8eX1_kymSnVvf-3eW-GFlzoKoTzuyc399wse0TwC4I1O91el6cQGkr4nWxFuMQ55YzczVYYU5pjLYqD7DDGLcZYYCHuZwekIEIRQlbZ7w82XELIbYw-jlChCA240fcdGnvk2yH0V4Cq0E_fNyOylR1Gu1d9h1rrf8FLNG4AldZdutDHiOyQSqzbnKABQhx2XlcQT1DjWz-XpovtKmSbEUJn9_KD7F5tmwgPl_Mo-_Lu7eez8_zi4_r92auL3AmOx7wuGEBZMqulpKwgNWCHFSkxZVhTCTWvVOlKmWbgnKKV1Ji7mtjaEeoKVrOj7Nnsm3r8MUEcTeujg6axHfRTNFJpobSm_wWJFpwJoRP49C9w20_pW000lAlMpOI8Qc9naD-iALUZgm9t-GkINrsITYrQzBEm-MniOJUtVLfoklkCjhfARmebOtjO-XjLKcEI2be2cP00_PvBxzO3jWMfbkjKMZNc7XzyWd8tyPWNnvbGyIIVwpx__WbW6zfqNVPEfGJ_AGsGzDk</recordid><startdate>20070101</startdate><enddate>20070101</enddate><creator>Ribaut, Jean-Marcel</creator><creator>Ragot, Michel</creator><general>Oxford University Press</general><general>Oxford Publishing Limited (England)</general><scope>BSCLL</scope><scope>IQODW</scope><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>7QO</scope><scope>7QP</scope><scope>8FD</scope><scope>FR3</scope><scope>K9.</scope><scope>P64</scope><scope>RC3</scope><scope>7UA</scope><scope>C1K</scope><scope>7X8</scope></search><sort><creationdate>20070101</creationdate><title>Marker-assisted selection to improve drought adaptation in maize: the backcross approach, perspectives, limitations, and alternatives</title><author>Ribaut, Jean-Marcel ; Ragot, Michel</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c540t-f73eebb3a9662371fe0c081b0230926ef4d8bcb6146cc82d6904cf1afc12c73f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2007</creationdate><topic>Adaptation</topic><topic>Agronomy. Soil science and plant productions</topic><topic>Alleles</topic><topic>Backcross</topic><topic>Biological and medical sciences</topic><topic>Corn</topic><topic>Crosses, Genetic</topic><topic>Disasters</topic><topic>Drought</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>Genetic engineering applications</topic><topic>Genetic loci</topic><topic>Genetic Markers</topic><topic>Genetics and breeding of economic plants</topic><topic>Genotypes</topic><topic>Hybridity</topic><topic>marker-assisted selection</topic><topic>Molecular genetics</topic><topic>Phenotypic traits</topic><topic>Plant breeding: fundamental aspects and methodology</topic><topic>Plants</topic><topic>Quantitative trait loci</topic><topic>recurrent selection</topic><topic>Selection, Genetic</topic><topic>SPECIAL ISSUE PAPER</topic><topic>Water - metabolism</topic><topic>Zea mays</topic><topic>Zea mays - genetics</topic><topic>Zea mays - metabolism</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ribaut, Jean-Marcel</creatorcontrib><creatorcontrib>Ragot, Michel</creatorcontrib><collection>Istex</collection><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>Water Resources Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of experimental botany</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ribaut, Jean-Marcel</au><au>Ragot, Michel</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Marker-assisted selection to improve drought adaptation in maize: the backcross approach, perspectives, limitations, and alternatives</atitle><jtitle>Journal of experimental botany</jtitle><addtitle>J Exp Bot</addtitle><date>2007-01-01</date><risdate>2007</risdate><volume>58</volume><issue>2</issue><spage>351</spage><epage>360</epage><pages>351-360</pages><issn>0022-0957</issn><eissn>1460-2431</eissn><coden>JEBOA6</coden><abstract>A number of different marker-assisted selection (MAS) approaches do exist for the improvement of polygenic traits. Results of a marker-assisted backcross (MABC) selection experiment aimed at improving grain yield under drought conditions in tropical maize are presented and compared with alternative MAS strategies. The introgression of favourable alleles at five target regions involved in the expression of yield components and flowering traits increased grain yield and reduced the asynchrony between male and female flowering under water-limited conditions. Eighty-five per cent of the recurrent parent's genotype at non-target loci was recovered in only four generations of MABC by screening large segregating populations (2200 individuals) for three of the four generations. Selected MABC-derived BC2F3 families were crossed with two testers and evaluated under different water regimes. Mean grain yield of MABC-derived hybrids was consistently higher than that of control hybrids (crosses from the recurrent parent to the same two testers as the MABC-derived families) under severe water stress conditions. Under those conditions, the best five MABC-derived hybrids yielded, on average, at least 50% more than control hybrids. Under mild water stress, defined as resulting in <50% yield reduction, no difference was observed between MABC-derived hybrids and the control plants, thus confirming that the genetic regulation for drought tolerance is dependent on stress intensity. MABC conversions involving several target regions are likely to result in partial rather than complete line conversion. Simulations were conducted to assess the utility of such partial conversions, i.e. containing favourable donor alleles at non-target regions, for subsequent phenotypic selection. The results clearly showed that selecting several genotypes (10–20) at each MABC cycle was most efficient. In the light of these results, alternative approaches to MABC are discussed, including recurrent selection, illustrated by an example of improving the adaptation of maize to low temperatures. Given the current approaches for MAS and the choices of marker technologies available now and potential for future developments, the use of MAS techniques in further improving grain yield under abiotic stresses in maize appears very promising.</abstract><cop>Oxford</cop><pub>Oxford University Press</pub><pmid>17158111</pmid><doi>10.1093/jxb/erl214</doi><tpages>10</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adaptation Agronomy. Soil science and plant productions Alleles Backcross Biological and medical sciences Corn Crosses, Genetic Disasters Drought Fundamental and applied biological sciences. Psychology Genetic engineering applications Genetic loci Genetic Markers Genetics and breeding of economic plants Genotypes Hybridity marker-assisted selection Molecular genetics Phenotypic traits Plant breeding: fundamental aspects and methodology Plants Quantitative trait loci recurrent selection Selection, Genetic SPECIAL ISSUE PAPER Water - metabolism Zea mays Zea mays - genetics Zea mays - metabolism |
title | Marker-assisted selection to improve drought adaptation in maize: the backcross approach, perspectives, limitations, and alternatives |
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