Population structure, genetic diversity, and GWAS analyses with GBS-derived SNPs and silicodart markers unveil genetic potential for breeding and candidate genes for agronomic and root quality traits in an international sugar beet germplasm collection.

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Title: Population structure, genetic diversity, and GWAS analyses with GBS-derived SNPs and silicodart markers unveil genetic potential for breeding and candidate genes for agronomic and root quality traits in an international sugar beet germplasm collection.
Authors: Bahjat NM; Department of Agricultural Biotechnology, Faculty of Agriculture, Van Yuzuncu Yil University, Van, 65080, Turkey., Yıldız M; Department of Agricultural Biotechnology, Faculty of Agriculture, Van Yuzuncu Yil University, Van, 65080, Turkey. mehtapyildiz@gmail.com., Nadeem MA; Department of Biotechnology, Faculty of Science, Mersin University, Yenişehir, Mersin, 33343, Turkey.; Department of Field Crops, Faculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas, 58140, Turkey., Morales A; Instituto Nacional de Tecnología Agropecuaria (INTA) Estación Experimental Agropecuaria La Consulta, La Consulta M5567, Argentina.; Facultad de Ciencias Agrarias, Laboratorio de Biología Molecular, Universidad Nacional de Cuyo (UNCuyo), Instituto de Biología Agrícola de Mendoza (IBAM CONICET, Luján de Cuyo M5534, Argentina., Wohlfeiler J; Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Instituto Nacional de Tecnología Agropecuaria (INTA) Estación Experimental Agropecuaria Mendoza, Luján de Cuyo M5534, Argentina., Baloch FS; Department of Biotechnology, Faculty of Science, Mersin University, Yenişehir, Mersin, 33343, Turkey.; Department of Plant Resources and Environment, Jeju National University, Jeju, 63243, Republic of Korea., Tunçtürk M; Department of Field Crops, Faculty of Agriculture, Van Yuzuncu Yil University, Van, 65090, Turkey., Koçak M; Department of Agricultural Biotechnology, Faculty of Agriculture, Van Yuzuncu Yil University, Van, 65080, Turkey., Chung YS; Department of Plant Resources and Environment, Jeju National University, Jeju, 63243, Republic of Korea., Grzebelus D; Department of Plant Biology and Biotechnology, Faculty of Biotechnology and Horticulture, University of Agriculture in Krakow, Krakow, Poland., Sadik G; Department of Agricultural Biotechnology, Faculty of Agriculture, Van Yuzuncu Yil University, Van, 65080, Turkey., Kuzğun C; Department of Agricultural Biotechnology, Faculty of Agriculture, Van Yuzuncu Yil University, Van, 65080, Turkey., Cavagnaro PF; Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Instituto Nacional de Tecnología Agropecuaria (INTA) Estación Experimental Agropecuaria Mendoza, Luján de Cuyo M5534, Argentina. cavagnaro.pablo@inta.gob.ar.; Department of Plant Biology and Biotechnology, Faculty of Biotechnology and Horticulture, University of Agriculture in Krakow, Krakow, Poland. cavagnaro.pablo@inta.gob.ar.
Source: BMC plant biology [BMC Plant Biol] 2025 Apr 24; Vol. 25 (1), pp. 523. Date of Electronic Publication: 2025 Apr 24.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100967807 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2229 (Electronic) Linking ISSN: 14712229 NLM ISO Abbreviation: BMC Plant Biol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Population structure, genetic diversity, and GWAS analyses with GBS-derived SNPs and silicodart markers unveil genetic potential for breeding and candidate genes for agronomic and root quality traits in an international sugar beet germplasm collection.
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  Data: <searchLink fieldCode="AU" term="%22Bahjat+NM%22">Bahjat NM</searchLink>; Department of Agricultural Biotechnology, Faculty of Agriculture, Van Yuzuncu Yil University, Van, 65080, Turkey.<br /><searchLink fieldCode="AU" term="%22Yıldız+M%22">Yıldız M</searchLink>; Department of Agricultural Biotechnology, Faculty of Agriculture, Van Yuzuncu Yil University, Van, 65080, Turkey. mehtapyildiz@gmail.com.<br /><searchLink fieldCode="AU" term="%22Nadeem+MA%22">Nadeem MA</searchLink>; Department of Biotechnology, Faculty of Science, Mersin University, Yenişehir, Mersin, 33343, Turkey.; Department of Field Crops, Faculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas, 58140, Turkey.<br /><searchLink fieldCode="AU" term="%22Morales+A%22">Morales A</searchLink>; Instituto Nacional de Tecnología Agropecuaria (INTA) Estación Experimental Agropecuaria La Consulta, La Consulta M5567, Argentina.; Facultad de Ciencias Agrarias, Laboratorio de Biología Molecular, Universidad Nacional de Cuyo (UNCuyo), Instituto de Biología Agrícola de Mendoza (IBAM CONICET, Luján de Cuyo M5534, Argentina.<br /><searchLink fieldCode="AU" term="%22Wohlfeiler+J%22">Wohlfeiler J</searchLink>; Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Instituto Nacional de Tecnología Agropecuaria (INTA) Estación Experimental Agropecuaria Mendoza, Luján de Cuyo M5534, Argentina.<br /><searchLink fieldCode="AU" term="%22Baloch+FS%22">Baloch FS</searchLink>; Department of Biotechnology, Faculty of Science, Mersin University, Yenişehir, Mersin, 33343, Turkey.; Department of Plant Resources and Environment, Jeju National University, Jeju, 63243, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Tunçtürk+M%22">Tunçtürk M</searchLink>; Department of Field Crops, Faculty of Agriculture, Van Yuzuncu Yil University, Van, 65090, Turkey.<br /><searchLink fieldCode="AU" term="%22Koçak+M%22">Koçak M</searchLink>; Department of Agricultural Biotechnology, Faculty of Agriculture, Van Yuzuncu Yil University, Van, 65080, Turkey.<br /><searchLink fieldCode="AU" term="%22Chung+YS%22">Chung YS</searchLink>; Department of Plant Resources and Environment, Jeju National University, Jeju, 63243, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Grzebelus+D%22">Grzebelus D</searchLink>; Department of Plant Biology and Biotechnology, Faculty of Biotechnology and Horticulture, University of Agriculture in Krakow, Krakow, Poland.<br /><searchLink fieldCode="AU" term="%22Sadik+G%22">Sadik G</searchLink>; Department of Agricultural Biotechnology, Faculty of Agriculture, Van Yuzuncu Yil University, Van, 65080, Turkey.<br /><searchLink fieldCode="AU" term="%22Kuzğun+C%22">Kuzğun C</searchLink>; Department of Agricultural Biotechnology, Faculty of Agriculture, Van Yuzuncu Yil University, Van, 65080, Turkey.<br /><searchLink fieldCode="AU" term="%22Cavagnaro+PF%22">Cavagnaro PF</searchLink>; Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Instituto Nacional de Tecnología Agropecuaria (INTA) Estación Experimental Agropecuaria Mendoza, Luján de Cuyo M5534, Argentina. cavagnaro.pablo@inta.gob.ar.; Department of Plant Biology and Biotechnology, Faculty of Biotechnology and Horticulture, University of Agriculture in Krakow, Krakow, Poland. cavagnaro.pablo@inta.gob.ar.
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  Data: <searchLink fieldCode="JN" term="%22100967807%22">BMC plant biology</searchLink> [BMC Plant Biol] 2025 Apr 24; Vol. 25 (1), pp. 523. <i>Date of Electronic Publication: </i>2025 Apr 24.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>100967807 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1471-2229 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214712229%22">14712229 </searchLink><i>NLM ISO Abbreviation: </i>BMC Plant Biol <i>Subsets: </i>MEDLINE
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