No need to breed for enhanced colonization by arbuscular mycorrhizal fungi to improve low-P adaptation of West African sorghums
AIMS: Western Africa (WA) sorghums are predominantly cultivated under low plant available phosphorus (P) soil conditions with a diverse population of arbuscular mycorrhizal fungi (AMF) present. This study aims to determine whether sorghum breeding programs should target higher colonization by AMF th...
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description | AIMS: Western Africa (WA) sorghums are predominantly cultivated under low plant available phosphorus (P) soil conditions with a diverse population of arbuscular mycorrhizal fungi (AMF) present. This study aims to determine whether sorghum breeding programs should target higher colonization by AMF through understanding the genotypic variation of sorghum for AMF-root colonization (AMF-RC) under different P-fertility conditions at different growth stages and assessing the genetics underlying AMF-RC using genome-wide association study (GWAS). METHOD: A sorghum diversity panel of 187 WA genotypes was grown in low-P soil in a pot trial for 38 days and a subset of 13 genotypes was grown in a low- and high-P field until maturity at ICRISAT-Samanko in Mali, WA. Root samples were taken at 38 days from the pot trial plants and at flowering time in the field trials. Shoot biomass was analyzed for P concentration and dry matter yield. GWAS was conducted for shoot-P-content and AMF-RC. RESULTS: Significant genotypic variation was observed for AMF-RC, but the repeatability estimates were only low (w² = 0.15 at 38 days) to moderate (w² = 0.54–0.56 at flowering time). AMF-RC was significantly higher in low-P versus high-P field conditions. Large residual variation was observed for AMF-RC in both pot and field trials. None of the genotypic groups, contrasting for selection history, race and grain yield performance across multiple field trials, differed significantly for AMF-RC. AMF-RC showed no or negative relationships to shoot-P-content and grain yield, irrespective of soil-P level or plant developmental stage. AMF-RC at 38 days was significantly correlated (r = 67**) to AMF-RC at flowering. However, GWAS did not detect significant genomic regions for AMF-RC but did for shoot-P content. CONCLUSION: Although genetic differences for AMF-RC were detected, the trait appears to be highly polygenic. Genotypic selection for higher AMF-RC in WA sorghums is not promising due to the low heritability and the lack of positive relationships with P acquisition. |
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Frederick W ; Neumann, Günter ; Weltzien, Eva ; Haussmann, Bettina I. G</creator><creatorcontrib>Leiser, Willmar L ; Olatoye, Marcus O ; Rattunde, H. Frederick W ; Neumann, Günter ; Weltzien, Eva ; Haussmann, Bettina I. G</creatorcontrib><description>AIMS: Western Africa (WA) sorghums are predominantly cultivated under low plant available phosphorus (P) soil conditions with a diverse population of arbuscular mycorrhizal fungi (AMF) present. This study aims to determine whether sorghum breeding programs should target higher colonization by AMF through understanding the genotypic variation of sorghum for AMF-root colonization (AMF-RC) under different P-fertility conditions at different growth stages and assessing the genetics underlying AMF-RC using genome-wide association study (GWAS). METHOD: A sorghum diversity panel of 187 WA genotypes was grown in low-P soil in a pot trial for 38 days and a subset of 13 genotypes was grown in a low- and high-P field until maturity at ICRISAT-Samanko in Mali, WA. Root samples were taken at 38 days from the pot trial plants and at flowering time in the field trials. Shoot biomass was analyzed for P concentration and dry matter yield. GWAS was conducted for shoot-P-content and AMF-RC. RESULTS: Significant genotypic variation was observed for AMF-RC, but the repeatability estimates were only low (w² = 0.15 at 38 days) to moderate (w² = 0.54–0.56 at flowering time). AMF-RC was significantly higher in low-P versus high-P field conditions. Large residual variation was observed for AMF-RC in both pot and field trials. None of the genotypic groups, contrasting for selection history, race and grain yield performance across multiple field trials, differed significantly for AMF-RC. AMF-RC showed no or negative relationships to shoot-P-content and grain yield, irrespective of soil-P level or plant developmental stage. AMF-RC at 38 days was significantly correlated (r = 67**) to AMF-RC at flowering. However, GWAS did not detect significant genomic regions for AMF-RC but did for shoot-P content. CONCLUSION: Although genetic differences for AMF-RC were detected, the trait appears to be highly polygenic. Genotypic selection for higher AMF-RC in WA sorghums is not promising due to the low heritability and the lack of positive relationships with P acquisition.</description><identifier>ISSN: 0032-079X</identifier><identifier>EISSN: 1573-5036</identifier><identifier>DOI: 10.1007/s11104-015-2437-1</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>biomass ; Biomedical and Life Sciences ; breeding ; Colonization ; Crop yield ; Developmental stages ; Dry matter ; dry matter accumulation ; Ecology ; Fertility ; field experimentation ; flowering ; Fungi ; Genetic aspects ; Genetic variation ; Genetics ; Genome-wide association studies ; genome-wide association study ; genotype ; Genotypes ; grain yield ; Health aspects ; heritability ; Life Sciences ; Magnoliophyta ; mycorrhizal fungi ; Mycorrhizas ; Observations ; Phosphorus ; Phosphorus content ; Plant breeding ; Plant Physiology ; Plant Sciences ; Plant-soil relationships ; Regular Article ; Selective breeding ; soil ; Soil Science & Conservation ; Soils ; Sorghum</subject><ispartof>Plant and soil, 2016-04, Vol.401 (1-2), p.51-64</ispartof><rights>Springer Science+Business Media 2016</rights><rights>Springer International Publishing Switzerland 2015</rights><rights>COPYRIGHT 2016 Springer</rights><rights>Springer International Publishing Switzerland 2016</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c434t-fa3eebe20c59cd6e7dabaa2c6ccf82e62d1e82a9ab20a986f82c76b64cf654283</citedby><cites>FETCH-LOGICAL-c434t-fa3eebe20c59cd6e7dabaa2c6ccf82e62d1e82a9ab20a986f82c76b64cf654283</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.jstor.org/stable/pdf/26180704$$EPDF$$P50$$Gjstor$$H</linktopdf><linktohtml>$$Uhttps://www.jstor.org/stable/26180704$$EHTML$$P50$$Gjstor$$H</linktohtml><link.rule.ids>314,776,780,799,27901,27902,41464,42533,51294,57992,58225</link.rule.ids></links><search><creatorcontrib>Leiser, Willmar L</creatorcontrib><creatorcontrib>Olatoye, Marcus O</creatorcontrib><creatorcontrib>Rattunde, H. Frederick W</creatorcontrib><creatorcontrib>Neumann, Günter</creatorcontrib><creatorcontrib>Weltzien, Eva</creatorcontrib><creatorcontrib>Haussmann, Bettina I. G</creatorcontrib><title>No need to breed for enhanced colonization by arbuscular mycorrhizal fungi to improve low-P adaptation of West African sorghums</title><title>Plant and soil</title><addtitle>Plant Soil</addtitle><description>AIMS: Western Africa (WA) sorghums are predominantly cultivated under low plant available phosphorus (P) soil conditions with a diverse population of arbuscular mycorrhizal fungi (AMF) present. This study aims to determine whether sorghum breeding programs should target higher colonization by AMF through understanding the genotypic variation of sorghum for AMF-root colonization (AMF-RC) under different P-fertility conditions at different growth stages and assessing the genetics underlying AMF-RC using genome-wide association study (GWAS). METHOD: A sorghum diversity panel of 187 WA genotypes was grown in low-P soil in a pot trial for 38 days and a subset of 13 genotypes was grown in a low- and high-P field until maturity at ICRISAT-Samanko in Mali, WA. Root samples were taken at 38 days from the pot trial plants and at flowering time in the field trials. Shoot biomass was analyzed for P concentration and dry matter yield. GWAS was conducted for shoot-P-content and AMF-RC. RESULTS: Significant genotypic variation was observed for AMF-RC, but the repeatability estimates were only low (w² = 0.15 at 38 days) to moderate (w² = 0.54–0.56 at flowering time). AMF-RC was significantly higher in low-P versus high-P field conditions. Large residual variation was observed for AMF-RC in both pot and field trials. None of the genotypic groups, contrasting for selection history, race and grain yield performance across multiple field trials, differed significantly for AMF-RC. AMF-RC showed no or negative relationships to shoot-P-content and grain yield, irrespective of soil-P level or plant developmental stage. AMF-RC at 38 days was significantly correlated (r = 67**) to AMF-RC at flowering. However, GWAS did not detect significant genomic regions for AMF-RC but did for shoot-P content. CONCLUSION: Although genetic differences for AMF-RC were detected, the trait appears to be highly polygenic. Genotypic selection for higher AMF-RC in WA sorghums is not promising due to the low heritability and the lack of positive relationships with P acquisition.</description><subject>biomass</subject><subject>Biomedical and Life Sciences</subject><subject>breeding</subject><subject>Colonization</subject><subject>Crop yield</subject><subject>Developmental stages</subject><subject>Dry matter</subject><subject>dry matter accumulation</subject><subject>Ecology</subject><subject>Fertility</subject><subject>field experimentation</subject><subject>flowering</subject><subject>Fungi</subject><subject>Genetic aspects</subject><subject>Genetic variation</subject><subject>Genetics</subject><subject>Genome-wide association studies</subject><subject>genome-wide association study</subject><subject>genotype</subject><subject>Genotypes</subject><subject>grain yield</subject><subject>Health aspects</subject><subject>heritability</subject><subject>Life Sciences</subject><subject>Magnoliophyta</subject><subject>mycorrhizal fungi</subject><subject>Mycorrhizas</subject><subject>Observations</subject><subject>Phosphorus</subject><subject>Phosphorus content</subject><subject>Plant breeding</subject><subject>Plant Physiology</subject><subject>Plant Sciences</subject><subject>Plant-soil relationships</subject><subject>Regular Article</subject><subject>Selective breeding</subject><subject>soil</subject><subject>Soil Science & Conservation</subject><subject>Soils</subject><subject>Sorghum</subject><issn>0032-079X</issn><issn>1573-5036</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNp9kUGL1TAUhYMo-Bz9AS7EgBs3HZM0TdLlY1BHGFTQQXfhNk368miTZ9Iqz41_fVIqIi4ki-TmfufeAwehp5RcUkLkq0wpJbwitKkYr2VF76EdbWRdNaQW99GOkJpVRLZfH6JHOR_JWlOxQ7_eRxys7fEccZfWh4sJ23CAYEph4hiD_wmzjwF3ZwypW7JZRkh4OpuY0qE0R-yWMPh1hJ9OKX63eIw_qo8YejjNmzY6_MXmGe9d8gYCzjENh2XKj9EDB2O2T37fF-j2zevPV9fVzYe37672N5XhNZ8rB7W1nWXENK3phZU9dADMCGOcYlawnlrFoIWOEWiVKJ9Gik5w40TDmaov0MttbvH3bSlO9OSzseMIwcYlayoVaZhiTBb0xT_oMS4pFHeFkpzKpqG0UJcbNcBotQ8uzglMOb2dvInBOl_-95yLwiu-jqWbwKSYc7JOn5KfIJ01JXrNUG8Z6pKhXjPU6xK2aXJhw2DTX1b-I3q2iY55junPFiaoIpLw0n--9R1EDUPyWd9-YoQKQiirlWrrO-cWs1U</recordid><startdate>20160401</startdate><enddate>20160401</enddate><creator>Leiser, Willmar L</creator><creator>Olatoye, Marcus O</creator><creator>Rattunde, H. Frederick W</creator><creator>Neumann, Günter</creator><creator>Weltzien, Eva</creator><creator>Haussmann, Bettina I. G</creator><general>Springer International Publishing</general><general>Springer</general><general>Springer Nature B.V</general><scope>FBQ</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7SN</scope><scope>7ST</scope><scope>7T7</scope><scope>7X2</scope><scope>88A</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M0K</scope><scope>M7P</scope><scope>P64</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>RC3</scope><scope>SOI</scope><scope>M7N</scope></search><sort><creationdate>20160401</creationdate><title>No need to breed for enhanced colonization by arbuscular mycorrhizal fungi to improve low-P adaptation of West African sorghums</title><author>Leiser, Willmar L ; Olatoye, Marcus O ; Rattunde, H. Frederick W ; Neumann, Günter ; Weltzien, Eva ; Haussmann, Bettina I. G</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c434t-fa3eebe20c59cd6e7dabaa2c6ccf82e62d1e82a9ab20a986f82c76b64cf654283</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>biomass</topic><topic>Biomedical and Life Sciences</topic><topic>breeding</topic><topic>Colonization</topic><topic>Crop yield</topic><topic>Developmental stages</topic><topic>Dry matter</topic><topic>dry matter accumulation</topic><topic>Ecology</topic><topic>Fertility</topic><topic>field experimentation</topic><topic>flowering</topic><topic>Fungi</topic><topic>Genetic aspects</topic><topic>Genetic variation</topic><topic>Genetics</topic><topic>Genome-wide association studies</topic><topic>genome-wide association study</topic><topic>genotype</topic><topic>Genotypes</topic><topic>grain yield</topic><topic>Health aspects</topic><topic>heritability</topic><topic>Life Sciences</topic><topic>Magnoliophyta</topic><topic>mycorrhizal fungi</topic><topic>Mycorrhizas</topic><topic>Observations</topic><topic>Phosphorus</topic><topic>Phosphorus content</topic><topic>Plant breeding</topic><topic>Plant Physiology</topic><topic>Plant Sciences</topic><topic>Plant-soil relationships</topic><topic>Regular Article</topic><topic>Selective breeding</topic><topic>soil</topic><topic>Soil Science & Conservation</topic><topic>Soils</topic><topic>Sorghum</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Leiser, Willmar L</creatorcontrib><creatorcontrib>Olatoye, Marcus O</creatorcontrib><creatorcontrib>Rattunde, H. Frederick W</creatorcontrib><creatorcontrib>Neumann, Günter</creatorcontrib><creatorcontrib>Weltzien, Eva</creatorcontrib><creatorcontrib>Haussmann, Bettina I. 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Frederick W</au><au>Neumann, Günter</au><au>Weltzien, Eva</au><au>Haussmann, Bettina I. G</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>No need to breed for enhanced colonization by arbuscular mycorrhizal fungi to improve low-P adaptation of West African sorghums</atitle><jtitle>Plant and soil</jtitle><stitle>Plant Soil</stitle><date>2016-04-01</date><risdate>2016</risdate><volume>401</volume><issue>1-2</issue><spage>51</spage><epage>64</epage><pages>51-64</pages><issn>0032-079X</issn><eissn>1573-5036</eissn><abstract>AIMS: Western Africa (WA) sorghums are predominantly cultivated under low plant available phosphorus (P) soil conditions with a diverse population of arbuscular mycorrhizal fungi (AMF) present. This study aims to determine whether sorghum breeding programs should target higher colonization by AMF through understanding the genotypic variation of sorghum for AMF-root colonization (AMF-RC) under different P-fertility conditions at different growth stages and assessing the genetics underlying AMF-RC using genome-wide association study (GWAS). METHOD: A sorghum diversity panel of 187 WA genotypes was grown in low-P soil in a pot trial for 38 days and a subset of 13 genotypes was grown in a low- and high-P field until maturity at ICRISAT-Samanko in Mali, WA. Root samples were taken at 38 days from the pot trial plants and at flowering time in the field trials. Shoot biomass was analyzed for P concentration and dry matter yield. GWAS was conducted for shoot-P-content and AMF-RC. RESULTS: Significant genotypic variation was observed for AMF-RC, but the repeatability estimates were only low (w² = 0.15 at 38 days) to moderate (w² = 0.54–0.56 at flowering time). AMF-RC was significantly higher in low-P versus high-P field conditions. Large residual variation was observed for AMF-RC in both pot and field trials. None of the genotypic groups, contrasting for selection history, race and grain yield performance across multiple field trials, differed significantly for AMF-RC. AMF-RC showed no or negative relationships to shoot-P-content and grain yield, irrespective of soil-P level or plant developmental stage. AMF-RC at 38 days was significantly correlated (r = 67**) to AMF-RC at flowering. However, GWAS did not detect significant genomic regions for AMF-RC but did for shoot-P content. CONCLUSION: Although genetic differences for AMF-RC were detected, the trait appears to be highly polygenic. Genotypic selection for higher AMF-RC in WA sorghums is not promising due to the low heritability and the lack of positive relationships with P acquisition.</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><doi>10.1007/s11104-015-2437-1</doi><tpages>14</tpages></addata></record> |
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subjects | biomass Biomedical and Life Sciences breeding Colonization Crop yield Developmental stages Dry matter dry matter accumulation Ecology Fertility field experimentation flowering Fungi Genetic aspects Genetic variation Genetics Genome-wide association studies genome-wide association study genotype Genotypes grain yield Health aspects heritability Life Sciences Magnoliophyta mycorrhizal fungi Mycorrhizas Observations Phosphorus Phosphorus content Plant breeding Plant Physiology Plant Sciences Plant-soil relationships Regular Article Selective breeding soil Soil Science & Conservation Soils Sorghum |
title | No need to breed for enhanced colonization by arbuscular mycorrhizal fungi to improve low-P adaptation of West African sorghums |
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