Genomic Analysis of Resistance to Exserohilum turcicum in Nigerien and Senegalese Sorghum Using GWAS and Machine Learning.
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| Title: | Genomic Analysis of Resistance to Exserohilum turcicum in Nigerien and Senegalese Sorghum Using GWAS and Machine Learning. |
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| Authors: | Prom LK; USDA-ARS, Southern Plains Agricultural Research Center, 2765 F & B Road, College Station, TX 77845, USA., Ahn EJS; USDA-ARS Sustainable Perennial Crops Laboratory, Beltsville Agricultural Research Center, Beltsville, MD 20705, USA., Tukuli AR; USDA-ARS, Southern Plains Agricultural Research Center, 2765 F & B Road, College Station, TX 77845, USA., Botkin JR; Department of Plant Pathology, University of Minnesota, St. Paul, MN 55108, USA., Park S; USDA-ARS Sustainable Perennial Crops Laboratory, Beltsville Agricultural Research Center, Beltsville, MD 20705, USA., Perkin LC; USDA-ARS, Southern Plains Agricultural Research Center, 2765 F & B Road, College Station, TX 77845, USA., Magill CW; Department of Plant Pathology and Microbiology, Texas A&M University, College Station, TX 77843, USA. |
| Source: | Pathogens (Basel, Switzerland) [Pathogens] 2026 Apr 05; Vol. 15 (4). Date of Electronic Publication: 2026 Apr 05. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101596317 Publication Model: Electronic Cited Medium: Internet ISSN: 2076-0817 (Electronic) Linking ISSN: 20760817 NLM ISO Abbreviation: Pathogens Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42075717 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Genomic Analysis of Resistance to Exserohilum turcicum in Nigerien and Senegalese Sorghum Using GWAS and Machine Learning. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Prom+LK%22">Prom LK</searchLink>; USDA-ARS, Southern Plains Agricultural Research Center, 2765 F & B Road, College Station, TX 77845, USA.<br /><searchLink fieldCode="AU" term="%22Ahn+EJS%22">Ahn EJS</searchLink>; USDA-ARS Sustainable Perennial Crops Laboratory, Beltsville Agricultural Research Center, Beltsville, MD 20705, USA.<br /><searchLink fieldCode="AU" term="%22Tukuli+AR%22">Tukuli AR</searchLink>; USDA-ARS, Southern Plains Agricultural Research Center, 2765 F & B Road, College Station, TX 77845, USA.<br /><searchLink fieldCode="AU" term="%22Botkin+JR%22">Botkin JR</searchLink>; Department of Plant Pathology, University of Minnesota, St. Paul, MN 55108, USA.<br /><searchLink fieldCode="AU" term="%22Park+S%22">Park S</searchLink>; USDA-ARS Sustainable Perennial Crops Laboratory, Beltsville Agricultural Research Center, Beltsville, MD 20705, USA.<br /><searchLink fieldCode="AU" term="%22Perkin+LC%22">Perkin LC</searchLink>; USDA-ARS, Southern Plains Agricultural Research Center, 2765 F & B Road, College Station, TX 77845, USA.<br /><searchLink fieldCode="AU" term="%22Magill+CW%22">Magill CW</searchLink>; Department of Plant Pathology and Microbiology, Texas A&M University, College Station, TX 77843, USA. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101596317%22">Pathogens (Basel, Switzerland)</searchLink> [Pathogens] 2026 Apr 05; Vol. 15 (4). <i>Date of Electronic Publication: </i>2026 Apr 05. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22MDPI+AG%22">MDPI AG </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101596317 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2076-0817 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220760817%22">20760817 </searchLink><i>NLM ISO Abbreviation: </i>Pathogens <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42075717 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/pathogens15040389 Languages: – Code: eng Text: English Titles: – TitleFull: Genomic Analysis of Resistance to Exserohilum turcicum in Nigerien and Senegalese Sorghum Using GWAS and Machine Learning. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Prom LK – PersonEntity: Name: NameFull: Ahn EJS – PersonEntity: Name: NameFull: Tukuli AR – PersonEntity: Name: NameFull: Botkin JR – PersonEntity: Name: NameFull: Park S – PersonEntity: Name: NameFull: Perkin LC – PersonEntity: Name: NameFull: Magill CW IsPartOfRelationships: – BibEntity: Dates: – D: 05 M: 04 Text: 2026 Apr 05 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2076-0817 Numbering: – Type: volume Value: 15 – Type: issue Value: 4 Titles: – TitleFull: Pathogens (Basel, Switzerland) Type: main |
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