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Aflatoxin Accumulation and Associated Traits in QPM Maize Inbreds and their Testcrosses
Preharvest aflatoxin (AF) contamination by Aspergillus flavus Link:Fr is one of the main limitations for maize (Zea mays, L.) production in the southern USA, causing enormous economic losses and posing a risk to animal and human health. The objectives of this study were (1) to estimate aflatoxin acc...
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Published in: | Euphytica 2006-11, Vol.152 (2), p.247-257 |
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description | Preharvest aflatoxin (AF) contamination by Aspergillus flavus Link:Fr is one of the main limitations for maize (Zea mays, L.) production in the southern USA, causing enormous economic losses and posing a risk to animal and human health. The objectives of this study were (1) to estimate aflatoxin accumulation and expression of associated traits in quality protein maize (QPM) inbreds and their testcrosses, (2) to compute their repeatabilities and correlations, and (3) to study the relationship between inbred lines and their testcrosses for aflatoxin accumulation. Forty-eight inbreds and their testcrosses plus checks were grown in one and three locations in south and central Texas, respectively. Aflatoxin concentration was evaluated in the plants following inoculation with A. flavus. Average aflatoxin concentration overall for inbreds was 286.3 ng g^sup -1^, and for testcrosses 596.5 ng g^sup -1^ at Corpus Christi, TX, 325.1 ng g^sup -1^ at Weslaco, TX, and 105.1 ng g^sup -1^ at College Station, TX. Flinty orange inbreds developed from CIMMYT Population 69 were the least susceptible to aflatoxin accumulation in both inbreds and testcrosses at all locations. Repeatability for aflatoxin was 0.67 in inbreds at Weslaco, TX and 0.54 in testcrosses across locations. Aflatoxin in testcrosses was positively correlated both phenotycally and genotypically with endosperm texture and kernel integrity, and negatively correlated with grain yield and silking date. Less aflatoxin accumulation was associated with flinty endosperm texture, better kernel integrity, and later maturities. Association between the expression of traits in inbreds and aflatoxin in testcrosses was relatively high for endosperm texture (R ^sup 2^ = 0.62), silking date (R ^sup 2^ = 0.44), kernel integrity (R ^sup 2^ = 0.39), and aflatoxin (R ^sup 2^ = 0.60 for log ng g^sup -1^). It seems plausible to select for associated traits having high heritabilities and strong correlation with aflatoxin, in addition to low aflatoxin accumulation in inbreds and hybrids to reduce the risk of aflatoxin contamination.[PUBLICATION ABSTRACT] |
doi_str_mv | 10.1007/s10681-006-9207-3 |
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The objectives of this study were (1) to estimate aflatoxin accumulation and expression of associated traits in quality protein maize (QPM) inbreds and their testcrosses, (2) to compute their repeatabilities and correlations, and (3) to study the relationship between inbred lines and their testcrosses for aflatoxin accumulation. Forty-eight inbreds and their testcrosses plus checks were grown in one and three locations in south and central Texas, respectively. Aflatoxin concentration was evaluated in the plants following inoculation with A. flavus. Average aflatoxin concentration overall for inbreds was 286.3 ng g^sup -1^, and for testcrosses 596.5 ng g^sup -1^ at Corpus Christi, TX, 325.1 ng g^sup -1^ at Weslaco, TX, and 105.1 ng g^sup -1^ at College Station, TX. Flinty orange inbreds developed from CIMMYT Population 69 were the least susceptible to aflatoxin accumulation in both inbreds and testcrosses at all locations. Repeatability for aflatoxin was 0.67 in inbreds at Weslaco, TX and 0.54 in testcrosses across locations. Aflatoxin in testcrosses was positively correlated both phenotycally and genotypically with endosperm texture and kernel integrity, and negatively correlated with grain yield and silking date. Less aflatoxin accumulation was associated with flinty endosperm texture, better kernel integrity, and later maturities. Association between the expression of traits in inbreds and aflatoxin in testcrosses was relatively high for endosperm texture (R ^sup 2^ = 0.62), silking date (R ^sup 2^ = 0.44), kernel integrity (R ^sup 2^ = 0.39), and aflatoxin (R ^sup 2^ = 0.60 for log ng g^sup -1^). 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The objectives of this study were (1) to estimate aflatoxin accumulation and expression of associated traits in quality protein maize (QPM) inbreds and their testcrosses, (2) to compute their repeatabilities and correlations, and (3) to study the relationship between inbred lines and their testcrosses for aflatoxin accumulation. Forty-eight inbreds and their testcrosses plus checks were grown in one and three locations in south and central Texas, respectively. Aflatoxin concentration was evaluated in the plants following inoculation with A. flavus. Average aflatoxin concentration overall for inbreds was 286.3 ng g^sup -1^, and for testcrosses 596.5 ng g^sup -1^ at Corpus Christi, TX, 325.1 ng g^sup -1^ at Weslaco, TX, and 105.1 ng g^sup -1^ at College Station, TX. Flinty orange inbreds developed from CIMMYT Population 69 were the least susceptible to aflatoxin accumulation in both inbreds and testcrosses at all locations. Repeatability for aflatoxin was 0.67 in inbreds at Weslaco, TX and 0.54 in testcrosses across locations. Aflatoxin in testcrosses was positively correlated both phenotycally and genotypically with endosperm texture and kernel integrity, and negatively correlated with grain yield and silking date. Less aflatoxin accumulation was associated with flinty endosperm texture, better kernel integrity, and later maturities. Association between the expression of traits in inbreds and aflatoxin in testcrosses was relatively high for endosperm texture (R ^sup 2^ = 0.62), silking date (R ^sup 2^ = 0.44), kernel integrity (R ^sup 2^ = 0.39), and aflatoxin (R ^sup 2^ = 0.60 for log ng g^sup -1^). It seems plausible to select for associated traits having high heritabilities and strong correlation with aflatoxin, in addition to low aflatoxin accumulation in inbreds and hybrids to reduce the risk of aflatoxin contamination.[PUBLICATION ABSTRACT]</description><subject>Accumulation</subject><subject>Aflatoxins</subject><subject>Agronomy. Soil science and plant productions</subject><subject>Aspergillus flavus</subject><subject>Biological and medical sciences</subject><subject>Corn</subject><subject>endosperm</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>fungal diseases of plants</subject><subject>Genetics and breeding of economic plants</subject><subject>Hybrids</subject><subject>inbred lines</subject><subject>microbial contamination</subject><subject>quality protein maize</subject><subject>Risk reduction</subject><subject>seeds</subject><subject>testcrosses</subject><subject>texture</subject><subject>Zea mays</subject><issn>0014-2336</issn><issn>1573-5060</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2006</creationdate><recordtype>article</recordtype><recordid>eNpd0F1L7DAQBuAgR3CP-gO8sgh6V50kTSe9XMQvUFRc8TJM0_ScSLfVpAX115t1BcGrMPDMZOZlbI_DMQfAk8ih1DwHKPNKAOZyg824QpkrKOEPmwHwIhdSllvsb4zPAFChghl7mrcdjcOb77O5tdNySpUf-oz6JpvHOFhPo2uyRSA_xiyp-7ub7Ib8h8uu-jq4Jn7R8b_zIVu4ONowxOjiDttsqYtu9_vdZo_nZ4vTy_z69uLqdH6dW6lwTBvVhNaSQMV5W2mlHUpqCl04JVCUpWiFIoVWoYaqqbW1vLG1S4dg01a13GZH67kvYXid0v9m6aN1XUe9G6ZoeIUV16VK8OAXfB6m0KfdDBacC9QFJsTX6OuK4FrzEvySwrvhYFY5m3XOJuVsVjkbmXoOvwdTtNS1gXrr40-jlohCrdz-2rU0GPoXknl8EMAlgC4LgSg_AUkIha4</recordid><startdate>20061101</startdate><enddate>20061101</enddate><creator>Betran, F.J</creator><creator>Bhatnagar, S</creator><creator>Isakeit, T</creator><creator>Odvody, G</creator><creator>Mayfield, K</creator><general>Springer</general><general>Springer Nature B.V</general><scope>FBQ</scope><scope>IQODW</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7SN</scope><scope>7SS</scope><scope>7T7</scope><scope>7TM</scope><scope>7X2</scope><scope>7XB</scope><scope>88I</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>BENPR</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>M0K</scope><scope>M2P</scope><scope>M7N</scope><scope>P64</scope><scope>PATMY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PYCSY</scope><scope>Q9U</scope><scope>RC3</scope><scope>7U7</scope></search><sort><creationdate>20061101</creationdate><title>Aflatoxin Accumulation and Associated Traits in QPM Maize Inbreds and their Testcrosses</title><author>Betran, F.J ; Bhatnagar, S ; Isakeit, T ; Odvody, G ; Mayfield, K</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c357t-23ba7cca27511f9858e73ad484e5272662f25a57c57809db8cc1dcbe3367df9b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2006</creationdate><topic>Accumulation</topic><topic>Aflatoxins</topic><topic>Agronomy. Soil science and plant productions</topic><topic>Aspergillus flavus</topic><topic>Biological and medical sciences</topic><topic>Corn</topic><topic>endosperm</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>fungal diseases of plants</topic><topic>Genetics and breeding of economic plants</topic><topic>Hybrids</topic><topic>inbred lines</topic><topic>microbial contamination</topic><topic>quality protein maize</topic><topic>Risk reduction</topic><topic>seeds</topic><topic>testcrosses</topic><topic>texture</topic><topic>Zea mays</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Betran, F.J</creatorcontrib><creatorcontrib>Bhatnagar, S</creatorcontrib><creatorcontrib>Isakeit, T</creatorcontrib><creatorcontrib>Odvody, G</creatorcontrib><creatorcontrib>Mayfield, K</creatorcontrib><collection>AGRIS</collection><collection>Pascal-Francis</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Nucleic Acids Abstracts</collection><collection>Agricultural Science Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Science Database (Alumni Edition)</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Engineering Research Database</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection (Proquest) (PQ_SDU_P3)</collection><collection>Agriculture Science Database</collection><collection>ProQuest Science Journals</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environmental Science Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Environmental Science Collection</collection><collection>ProQuest Central Basic</collection><collection>Genetics Abstracts</collection><collection>Toxicology Abstracts</collection><jtitle>Euphytica</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Betran, F.J</au><au>Bhatnagar, S</au><au>Isakeit, T</au><au>Odvody, G</au><au>Mayfield, K</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Aflatoxin Accumulation and Associated Traits in QPM Maize Inbreds and their Testcrosses</atitle><jtitle>Euphytica</jtitle><date>2006-11-01</date><risdate>2006</risdate><volume>152</volume><issue>2</issue><spage>247</spage><epage>257</epage><pages>247-257</pages><issn>0014-2336</issn><eissn>1573-5060</eissn><coden>EUPHAA</coden><abstract>Preharvest aflatoxin (AF) contamination by Aspergillus flavus Link:Fr is one of the main limitations for maize (Zea mays, L.) production in the southern USA, causing enormous economic losses and posing a risk to animal and human health. The objectives of this study were (1) to estimate aflatoxin accumulation and expression of associated traits in quality protein maize (QPM) inbreds and their testcrosses, (2) to compute their repeatabilities and correlations, and (3) to study the relationship between inbred lines and their testcrosses for aflatoxin accumulation. Forty-eight inbreds and their testcrosses plus checks were grown in one and three locations in south and central Texas, respectively. Aflatoxin concentration was evaluated in the plants following inoculation with A. flavus. Average aflatoxin concentration overall for inbreds was 286.3 ng g^sup -1^, and for testcrosses 596.5 ng g^sup -1^ at Corpus Christi, TX, 325.1 ng g^sup -1^ at Weslaco, TX, and 105.1 ng g^sup -1^ at College Station, TX. Flinty orange inbreds developed from CIMMYT Population 69 were the least susceptible to aflatoxin accumulation in both inbreds and testcrosses at all locations. Repeatability for aflatoxin was 0.67 in inbreds at Weslaco, TX and 0.54 in testcrosses across locations. Aflatoxin in testcrosses was positively correlated both phenotycally and genotypically with endosperm texture and kernel integrity, and negatively correlated with grain yield and silking date. Less aflatoxin accumulation was associated with flinty endosperm texture, better kernel integrity, and later maturities. Association between the expression of traits in inbreds and aflatoxin in testcrosses was relatively high for endosperm texture (R ^sup 2^ = 0.62), silking date (R ^sup 2^ = 0.44), kernel integrity (R ^sup 2^ = 0.39), and aflatoxin (R ^sup 2^ = 0.60 for log ng g^sup -1^). It seems plausible to select for associated traits having high heritabilities and strong correlation with aflatoxin, in addition to low aflatoxin accumulation in inbreds and hybrids to reduce the risk of aflatoxin contamination.[PUBLICATION ABSTRACT]</abstract><cop>Dordrecht</cop><pub>Springer</pub><doi>10.1007/s10681-006-9207-3</doi><tpages>11</tpages></addata></record> |
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subjects | Accumulation Aflatoxins Agronomy. Soil science and plant productions Aspergillus flavus Biological and medical sciences Corn endosperm Fundamental and applied biological sciences. Psychology fungal diseases of plants Genetics and breeding of economic plants Hybrids inbred lines microbial contamination quality protein maize Risk reduction seeds testcrosses texture Zea mays |
title | Aflatoxin Accumulation and Associated Traits in QPM Maize Inbreds and their Testcrosses |
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