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Incorporating dietary information to enhance polygenic prediction models with applications to body mass index and type 2 diabetes.

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Title: Incorporating dietary information to enhance polygenic prediction models with applications to body mass index and type 2 diabetes.
Authors: Lee EY; Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA., Dinh BL; Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.; Department of Quantitative and Computational Biology, University of Southern California, Los Angeles, CA, USA., Tang J; Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA., Streicher SA; Population Sciences in the Pacific Program, Cancer Center, University of Hawai'i, Honolulu, HI, USA., Wang X; Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA., Biswas S; Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA., Tian H; Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA., Yu X; Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA., Taparra K; Department of Radiation Oncology at the David Geffen School of Medicine, University of California, Los Angeles, CA, USA.; Department of Health Policy and Management at the School of Public Health, University of California, Los Angeles, CA, USA., Naseri T; Ministry of Health, Apia, Samoa.; Department of Epidemiology, Brown University, Providence, RI, USA., Viali S; Oceania University of Medicine, Apia, Samoa.; Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, USA., Weeks DE; Department of Human Genetics, University of Pittsburgh, Pittsburgh, PA, USA.; Department of Biostatistics and Health Data Science, University of Pittsburgh, Pittsburgh, PA, USA., Carlson JC; Department of Human Genetics, University of Pittsburgh, Pittsburgh, PA, USA.; Department of Biostatistics and Health Data Science, University of Pittsburgh, Pittsburgh, PA, USA., Haiman CA; Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA., Marchand LL; Population Sciences in the Pacific Program, Cancer Center, University of Hawai'i, Honolulu, HI, USA., Maskarinec G; Population Sciences in the Pacific Program, Cancer Center, University of Hawai'i, Honolulu, HI, USA., Wilkens LR; Population Sciences in the Pacific Program, Cancer Center, University of Hawai'i, Honolulu, HI, USA., Park SY; Population Sciences in the Pacific Program, Cancer Center, University of Hawai'i, Honolulu, HI, USA., Chiang CWK; Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA. charleston.chiang@med.usc.edu.; Department of Quantitative and Computational Biology, University of Southern California, Los Angeles, CA, USA. charleston.chiang@med.usc.edu.; Norris Comprehensive Cancer Center, Los Angeles, CA, USA. charleston.chiang@med.usc.edu.
Source: Genes & nutrition [Genes Nutr] 2026 Jun 18. Date of Electronic Publication: 2026 Jun 18.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: Germany NLM ID: 101280108 Publication Model: Print-Electronic Cited Medium: Print ISSN: 1555-8932 (Print) Linking ISSN: 15558932 NLM ISO Abbreviation: Genes Nutr
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Lee+EY%22">Lee EY</searchLink>; Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Dinh+BL%22">Dinh BL</searchLink>; Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.; Department of Quantitative and Computational Biology, University of Southern California, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Tang+J%22">Tang J</searchLink>; Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Streicher+SA%22">Streicher SA</searchLink>; Population Sciences in the Pacific Program, Cancer Center, University of Hawai'i, Honolulu, HI, USA.<br /><searchLink fieldCode="AU" term="%22Wang+X%22">Wang X</searchLink>; Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Biswas+S%22">Biswas S</searchLink>; Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Tian+H%22">Tian H</searchLink>; Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Yu+X%22">Yu X</searchLink>; Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Taparra+K%22">Taparra K</searchLink>; Department of Radiation Oncology at the David Geffen School of Medicine, University of California, Los Angeles, CA, USA.; Department of Health Policy and Management at the School of Public Health, University of California, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Naseri+T%22">Naseri T</searchLink>; Ministry of Health, Apia, Samoa.; Department of Epidemiology, Brown University, Providence, RI, USA.<br /><searchLink fieldCode="AU" term="%22Viali+S%22">Viali S</searchLink>; Oceania University of Medicine, Apia, Samoa.; Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, USA.<br /><searchLink fieldCode="AU" term="%22Weeks+DE%22">Weeks DE</searchLink>; Department of Human Genetics, University of Pittsburgh, Pittsburgh, PA, USA.; Department of Biostatistics and Health Data Science, University of Pittsburgh, Pittsburgh, PA, USA.<br /><searchLink fieldCode="AU" term="%22Carlson+JC%22">Carlson JC</searchLink>; Department of Human Genetics, University of Pittsburgh, Pittsburgh, PA, USA.; Department of Biostatistics and Health Data Science, University of Pittsburgh, Pittsburgh, PA, USA.<br /><searchLink fieldCode="AU" term="%22Haiman+CA%22">Haiman CA</searchLink>; Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Marchand+LL%22">Marchand LL</searchLink>; Population Sciences in the Pacific Program, Cancer Center, University of Hawai'i, Honolulu, HI, USA.<br /><searchLink fieldCode="AU" term="%22Maskarinec+G%22">Maskarinec G</searchLink>; Population Sciences in the Pacific Program, Cancer Center, University of Hawai'i, Honolulu, HI, USA.<br /><searchLink fieldCode="AU" term="%22Wilkens+LR%22">Wilkens LR</searchLink>; Population Sciences in the Pacific Program, Cancer Center, University of Hawai'i, Honolulu, HI, USA.<br /><searchLink fieldCode="AU" term="%22Park+SY%22">Park SY</searchLink>; Population Sciences in the Pacific Program, Cancer Center, University of Hawai'i, Honolulu, HI, USA.<br /><searchLink fieldCode="AU" term="%22Chiang+CWK%22">Chiang CWK</searchLink>; Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA. charleston.chiang@med.usc.edu.; Department of Quantitative and Computational Biology, University of Southern California, Los Angeles, CA, USA. charleston.chiang@med.usc.edu.; Norris Comprehensive Cancer Center, Los Angeles, CA, USA. charleston.chiang@med.usc.edu.
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