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Social Determinants of Health Factors for Gene-Environment COVID-19 Research: Challenges and Opportunities.
Phuong, Jimmy; Riches, Naomi O; Madlock-Brown, Charisse; Duran, Deborah; Calzoni, Luca; Espinoza, Juan C; Datta, Gora; Kavuluru, Ramakanth; Weiskopf, Nicole G; Ward-Caviness, Cavin K; Lin, Asiyah Yu.
  • Phuong J; Division of Biomedical and Health Informatics University of Washington Seattle WA 98195 USA.
  • Riches NO; Harborview Injury Prevention Research Center University of Washington Seattle WA 98104 USA.
  • Madlock-Brown C; Department of Biomedical Informatics University of Utah School of Medicine Salt Lake City UT 84108-3514 USA.
  • Duran D; Health Informatics and Information Management University of Tennessee Health Science Center Memphis TN 38163 USA.
  • Calzoni L; National Institute on Minority Health and Health Disparities (NIMHD) National Institutes of Health Bethesda MD 20892-5465 USA.
  • Espinoza JC; National Institute on Minority Health and Health Disparities (NIMHD) National Institutes of Health Bethesda MD 20892-5465 USA.
  • Datta G; Department of Biomedical Informatics University of Pittsburgh Pittsburgh PA 15206 USA.
  • Kavuluru R; Department of Pediatrics Children's Hospital Los Angeles Los Angeles CA 90015 USA.
  • Weiskopf NG; Department of Civil and Environmental Engineering University of California at Berkeley Berkeley CA 94720 USA.
  • Ward-Caviness CK; Division of Biomedical Informatics Department of Internal Medicine University of Kentucky Lexington KY 40506 USA.
  • Lin AY; Department of Medical Informatics & Clinical Epidemiology Oregon Health & Science University Portland OR 97239 USA.
Adv Genet (Hoboken) ; 3(2): 2100056, 2022 Jun.
Article in English | MEDLINE | ID: covidwho-1729129
ABSTRACT
The characteristics of a person's health status are often guided by how they live, grow, learn, their genetics, as well as their access to health care. Yet, all too often, studies examining the relationship between social determinants of health (behavioral, sociocultural, and physical environmental factors), the role of demographics, and health outcomes poorly represent these relationships, leading to misinterpretations, limited study reproducibility, and datasets with limited representativeness and secondary research use capacity. This is a profound hurdle in what questions can or cannot be rigorously studied about COVID-19. In practice, gene-environment interactions studies have paved the way for including these factors into research. Similarly, our understanding of social determinants of health continues to expand with diverse data collection modalities as health systems, patients, and community health engagement aim to fill the knowledge gaps toward promoting health and wellness. Here, a conceptual framework is proposed, adapted from the population health framework, socioecological model, and causal modeling in gene-environment interaction studies to integrate the core constructs from each domain with practical considerations needed for multidisciplinary science.
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Full text: Available Collection: International databases Database: MEDLINE Language: English Journal: Adv Genet (Hoboken) Year: 2022 Document Type: Article

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Full text: Available Collection: International databases Database: MEDLINE Language: English Journal: Adv Genet (Hoboken) Year: 2022 Document Type: Article