Disentangling direct and pleiotropic SNP effects in alfalfa (Medicago sativa L.) using causal graph learning.
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| Title: | Disentangling direct and pleiotropic SNP effects in alfalfa (Medicago sativa L.) using causal graph learning. |
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| Authors: | Lee Y; RoCAL, Rochester Institute of Technology, Rochester, NY, 14623, United States., Medina CA; Department of Agronomy and Plant Genetics, University of Minnesota, Saint Paul, MN, 55455, United States., Xu Z; Department of Agronomy and Plant Genetics, University of Minnesota, Saint Paul, MN, 55455, United States. zhanyou.xu@usda.gov.; Agricultural Research Service, Urbana, IL, 61801, United States. zhanyou.xu@usda.gov.; Department of Crop Sciences, The University of Illinois Urbana-Champaign, Urbana, USA. zhanyou.xu@usda.gov. |
| Source: | Scientific reports [Sci Rep] 2026 Jan 14; Vol. 16 (1), pp. 5216. Date of Electronic Publication: 2026 Jan 14. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| ISSN: | 2045-2322 |
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| DOI: | 10.1038/s41598-026-35876-w |