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Allen CG, Olstad DL, Kahkoska AR, Guan Y, Ramos PS, Steinberg J, Staras SAS, Lumpkins CY, Milko LV, Turbitt E, Rahm AK, Saylor KW, Best S, Hatch A, Santangelo I, Roberts MC. Extending an Antiracism Lens to the Implementation of Precision Public Health Interventions. Am J Public Health 2023; 113:1210-1218. [PMID: 37651661 PMCID: PMC10568499 DOI: 10.2105/ajph.2023.307386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/06/2023] [Indexed: 09/02/2023]
Abstract
Precision public health holds promise to improve disease prevention and health promotion strategies, allowing the right intervention to be delivered to the right population at the right time. Growing concerns underscore the potential for precision-based approaches to exacerbate health disparities by relying on biased data inputs and recapitulating existing access inequities. To achieve its full potential, precision public health must focus on addressing social and structural drivers of health and prominently incorporate equity-related concerns, particularly with respect to race and ethnicity. In this article, we discuss how an antiracism lens could be applied to reduce health disparities and health inequities through equity-informed research, implementation, and evaluation of precision public health interventions. (Am J Public Health. 2023;113(11):1210-1218. https://doi.org/10.2105/AJPH.2023.307386).
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Affiliation(s)
- Caitlin G Allen
- Caitlin G. Allen and Ashley Hatch are with the Department of Public Health Sciences, College of Medicine, and Paula S. Ramos is with the Departments of Medicine and Public Health Sciences, Medical University of South Carolina, Charleston. Dana Lee Olstad is with the Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada. Anna R. Kahkoska is with the Department of Nutrition, Laura V. Milko is with the Department of Genetics, and Megan C. Roberts is with the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Yue Guan and Isabella Santangelo are with the Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta, GA. Julia Steinberg is with The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, Australia. Stephanie A. S. Staras is with the Department of Health Outcome and Biomedical Informatics, College of Medicine, and Institute for Child Health Policy, University of Florida, Gainesville. Crystal Y. Lumpkins is with the Department of Communication, Huntsman Cancer Institute, University of Utah, Salt Lake City. Erin Turbitt is with the Graduate School of Health, University of Technology Sydney, Ultimo, NSW, Australia. Alanna K. Rahm is with the Department of Genomic Health, Geisinger Medical Center, Danville, PA. Katherine W. Saylor is with the Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia. Stephanie Best is with the Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Dana Lee Olstad
- Caitlin G. Allen and Ashley Hatch are with the Department of Public Health Sciences, College of Medicine, and Paula S. Ramos is with the Departments of Medicine and Public Health Sciences, Medical University of South Carolina, Charleston. Dana Lee Olstad is with the Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada. Anna R. Kahkoska is with the Department of Nutrition, Laura V. Milko is with the Department of Genetics, and Megan C. Roberts is with the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Yue Guan and Isabella Santangelo are with the Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta, GA. Julia Steinberg is with The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, Australia. Stephanie A. S. Staras is with the Department of Health Outcome and Biomedical Informatics, College of Medicine, and Institute for Child Health Policy, University of Florida, Gainesville. Crystal Y. Lumpkins is with the Department of Communication, Huntsman Cancer Institute, University of Utah, Salt Lake City. Erin Turbitt is with the Graduate School of Health, University of Technology Sydney, Ultimo, NSW, Australia. Alanna K. Rahm is with the Department of Genomic Health, Geisinger Medical Center, Danville, PA. Katherine W. Saylor is with the Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia. Stephanie Best is with the Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Anna R Kahkoska
- Caitlin G. Allen and Ashley Hatch are with the Department of Public Health Sciences, College of Medicine, and Paula S. Ramos is with the Departments of Medicine and Public Health Sciences, Medical University of South Carolina, Charleston. Dana Lee Olstad is with the Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada. Anna R. Kahkoska is with the Department of Nutrition, Laura V. Milko is with the Department of Genetics, and Megan C. Roberts is with the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Yue Guan and Isabella Santangelo are with the Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta, GA. Julia Steinberg is with The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, Australia. Stephanie A. S. Staras is with the Department of Health Outcome and Biomedical Informatics, College of Medicine, and Institute for Child Health Policy, University of Florida, Gainesville. Crystal Y. Lumpkins is with the Department of Communication, Huntsman Cancer Institute, University of Utah, Salt Lake City. Erin Turbitt is with the Graduate School of Health, University of Technology Sydney, Ultimo, NSW, Australia. Alanna K. Rahm is with the Department of Genomic Health, Geisinger Medical Center, Danville, PA. Katherine W. Saylor is with the Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia. Stephanie Best is with the Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Yue Guan
- Caitlin G. Allen and Ashley Hatch are with the Department of Public Health Sciences, College of Medicine, and Paula S. Ramos is with the Departments of Medicine and Public Health Sciences, Medical University of South Carolina, Charleston. Dana Lee Olstad is with the Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada. Anna R. Kahkoska is with the Department of Nutrition, Laura V. Milko is with the Department of Genetics, and Megan C. Roberts is with the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Yue Guan and Isabella Santangelo are with the Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta, GA. Julia Steinberg is with The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, Australia. Stephanie A. S. Staras is with the Department of Health Outcome and Biomedical Informatics, College of Medicine, and Institute for Child Health Policy, University of Florida, Gainesville. Crystal Y. Lumpkins is with the Department of Communication, Huntsman Cancer Institute, University of Utah, Salt Lake City. Erin Turbitt is with the Graduate School of Health, University of Technology Sydney, Ultimo, NSW, Australia. Alanna K. Rahm is with the Department of Genomic Health, Geisinger Medical Center, Danville, PA. Katherine W. Saylor is with the Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia. Stephanie Best is with the Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Paula S Ramos
- Caitlin G. Allen and Ashley Hatch are with the Department of Public Health Sciences, College of Medicine, and Paula S. Ramos is with the Departments of Medicine and Public Health Sciences, Medical University of South Carolina, Charleston. Dana Lee Olstad is with the Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada. Anna R. Kahkoska is with the Department of Nutrition, Laura V. Milko is with the Department of Genetics, and Megan C. Roberts is with the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Yue Guan and Isabella Santangelo are with the Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta, GA. Julia Steinberg is with The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, Australia. Stephanie A. S. Staras is with the Department of Health Outcome and Biomedical Informatics, College of Medicine, and Institute for Child Health Policy, University of Florida, Gainesville. Crystal Y. Lumpkins is with the Department of Communication, Huntsman Cancer Institute, University of Utah, Salt Lake City. Erin Turbitt is with the Graduate School of Health, University of Technology Sydney, Ultimo, NSW, Australia. Alanna K. Rahm is with the Department of Genomic Health, Geisinger Medical Center, Danville, PA. Katherine W. Saylor is with the Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia. Stephanie Best is with the Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Julia Steinberg
- Caitlin G. Allen and Ashley Hatch are with the Department of Public Health Sciences, College of Medicine, and Paula S. Ramos is with the Departments of Medicine and Public Health Sciences, Medical University of South Carolina, Charleston. Dana Lee Olstad is with the Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada. Anna R. Kahkoska is with the Department of Nutrition, Laura V. Milko is with the Department of Genetics, and Megan C. Roberts is with the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Yue Guan and Isabella Santangelo are with the Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta, GA. Julia Steinberg is with The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, Australia. Stephanie A. S. Staras is with the Department of Health Outcome and Biomedical Informatics, College of Medicine, and Institute for Child Health Policy, University of Florida, Gainesville. Crystal Y. Lumpkins is with the Department of Communication, Huntsman Cancer Institute, University of Utah, Salt Lake City. Erin Turbitt is with the Graduate School of Health, University of Technology Sydney, Ultimo, NSW, Australia. Alanna K. Rahm is with the Department of Genomic Health, Geisinger Medical Center, Danville, PA. Katherine W. Saylor is with the Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia. Stephanie Best is with the Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Stephanie A S Staras
- Caitlin G. Allen and Ashley Hatch are with the Department of Public Health Sciences, College of Medicine, and Paula S. Ramos is with the Departments of Medicine and Public Health Sciences, Medical University of South Carolina, Charleston. Dana Lee Olstad is with the Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada. Anna R. Kahkoska is with the Department of Nutrition, Laura V. Milko is with the Department of Genetics, and Megan C. Roberts is with the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Yue Guan and Isabella Santangelo are with the Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta, GA. Julia Steinberg is with The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, Australia. Stephanie A. S. Staras is with the Department of Health Outcome and Biomedical Informatics, College of Medicine, and Institute for Child Health Policy, University of Florida, Gainesville. Crystal Y. Lumpkins is with the Department of Communication, Huntsman Cancer Institute, University of Utah, Salt Lake City. Erin Turbitt is with the Graduate School of Health, University of Technology Sydney, Ultimo, NSW, Australia. Alanna K. Rahm is with the Department of Genomic Health, Geisinger Medical Center, Danville, PA. Katherine W. Saylor is with the Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia. Stephanie Best is with the Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Crystal Y Lumpkins
- Caitlin G. Allen and Ashley Hatch are with the Department of Public Health Sciences, College of Medicine, and Paula S. Ramos is with the Departments of Medicine and Public Health Sciences, Medical University of South Carolina, Charleston. Dana Lee Olstad is with the Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada. Anna R. Kahkoska is with the Department of Nutrition, Laura V. Milko is with the Department of Genetics, and Megan C. Roberts is with the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Yue Guan and Isabella Santangelo are with the Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta, GA. Julia Steinberg is with The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, Australia. Stephanie A. S. Staras is with the Department of Health Outcome and Biomedical Informatics, College of Medicine, and Institute for Child Health Policy, University of Florida, Gainesville. Crystal Y. Lumpkins is with the Department of Communication, Huntsman Cancer Institute, University of Utah, Salt Lake City. Erin Turbitt is with the Graduate School of Health, University of Technology Sydney, Ultimo, NSW, Australia. Alanna K. Rahm is with the Department of Genomic Health, Geisinger Medical Center, Danville, PA. Katherine W. Saylor is with the Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia. Stephanie Best is with the Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Laura V Milko
- Caitlin G. Allen and Ashley Hatch are with the Department of Public Health Sciences, College of Medicine, and Paula S. Ramos is with the Departments of Medicine and Public Health Sciences, Medical University of South Carolina, Charleston. Dana Lee Olstad is with the Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada. Anna R. Kahkoska is with the Department of Nutrition, Laura V. Milko is with the Department of Genetics, and Megan C. Roberts is with the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Yue Guan and Isabella Santangelo are with the Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta, GA. Julia Steinberg is with The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, Australia. Stephanie A. S. Staras is with the Department of Health Outcome and Biomedical Informatics, College of Medicine, and Institute for Child Health Policy, University of Florida, Gainesville. Crystal Y. Lumpkins is with the Department of Communication, Huntsman Cancer Institute, University of Utah, Salt Lake City. Erin Turbitt is with the Graduate School of Health, University of Technology Sydney, Ultimo, NSW, Australia. Alanna K. Rahm is with the Department of Genomic Health, Geisinger Medical Center, Danville, PA. Katherine W. Saylor is with the Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia. Stephanie Best is with the Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Erin Turbitt
- Caitlin G. Allen and Ashley Hatch are with the Department of Public Health Sciences, College of Medicine, and Paula S. Ramos is with the Departments of Medicine and Public Health Sciences, Medical University of South Carolina, Charleston. Dana Lee Olstad is with the Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada. Anna R. Kahkoska is with the Department of Nutrition, Laura V. Milko is with the Department of Genetics, and Megan C. Roberts is with the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Yue Guan and Isabella Santangelo are with the Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta, GA. Julia Steinberg is with The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, Australia. Stephanie A. S. Staras is with the Department of Health Outcome and Biomedical Informatics, College of Medicine, and Institute for Child Health Policy, University of Florida, Gainesville. Crystal Y. Lumpkins is with the Department of Communication, Huntsman Cancer Institute, University of Utah, Salt Lake City. Erin Turbitt is with the Graduate School of Health, University of Technology Sydney, Ultimo, NSW, Australia. Alanna K. Rahm is with the Department of Genomic Health, Geisinger Medical Center, Danville, PA. Katherine W. Saylor is with the Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia. Stephanie Best is with the Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Alanna K Rahm
- Caitlin G. Allen and Ashley Hatch are with the Department of Public Health Sciences, College of Medicine, and Paula S. Ramos is with the Departments of Medicine and Public Health Sciences, Medical University of South Carolina, Charleston. Dana Lee Olstad is with the Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada. Anna R. Kahkoska is with the Department of Nutrition, Laura V. Milko is with the Department of Genetics, and Megan C. Roberts is with the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Yue Guan and Isabella Santangelo are with the Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta, GA. Julia Steinberg is with The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, Australia. Stephanie A. S. Staras is with the Department of Health Outcome and Biomedical Informatics, College of Medicine, and Institute for Child Health Policy, University of Florida, Gainesville. Crystal Y. Lumpkins is with the Department of Communication, Huntsman Cancer Institute, University of Utah, Salt Lake City. Erin Turbitt is with the Graduate School of Health, University of Technology Sydney, Ultimo, NSW, Australia. Alanna K. Rahm is with the Department of Genomic Health, Geisinger Medical Center, Danville, PA. Katherine W. Saylor is with the Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia. Stephanie Best is with the Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Katherine W Saylor
- Caitlin G. Allen and Ashley Hatch are with the Department of Public Health Sciences, College of Medicine, and Paula S. Ramos is with the Departments of Medicine and Public Health Sciences, Medical University of South Carolina, Charleston. Dana Lee Olstad is with the Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada. Anna R. Kahkoska is with the Department of Nutrition, Laura V. Milko is with the Department of Genetics, and Megan C. Roberts is with the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Yue Guan and Isabella Santangelo are with the Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta, GA. Julia Steinberg is with The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, Australia. Stephanie A. S. Staras is with the Department of Health Outcome and Biomedical Informatics, College of Medicine, and Institute for Child Health Policy, University of Florida, Gainesville. Crystal Y. Lumpkins is with the Department of Communication, Huntsman Cancer Institute, University of Utah, Salt Lake City. Erin Turbitt is with the Graduate School of Health, University of Technology Sydney, Ultimo, NSW, Australia. Alanna K. Rahm is with the Department of Genomic Health, Geisinger Medical Center, Danville, PA. Katherine W. Saylor is with the Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia. Stephanie Best is with the Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Stephanie Best
- Caitlin G. Allen and Ashley Hatch are with the Department of Public Health Sciences, College of Medicine, and Paula S. Ramos is with the Departments of Medicine and Public Health Sciences, Medical University of South Carolina, Charleston. Dana Lee Olstad is with the Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada. Anna R. Kahkoska is with the Department of Nutrition, Laura V. Milko is with the Department of Genetics, and Megan C. Roberts is with the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Yue Guan and Isabella Santangelo are with the Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta, GA. Julia Steinberg is with The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, Australia. Stephanie A. S. Staras is with the Department of Health Outcome and Biomedical Informatics, College of Medicine, and Institute for Child Health Policy, University of Florida, Gainesville. Crystal Y. Lumpkins is with the Department of Communication, Huntsman Cancer Institute, University of Utah, Salt Lake City. Erin Turbitt is with the Graduate School of Health, University of Technology Sydney, Ultimo, NSW, Australia. Alanna K. Rahm is with the Department of Genomic Health, Geisinger Medical Center, Danville, PA. Katherine W. Saylor is with the Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia. Stephanie Best is with the Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Ashley Hatch
- Caitlin G. Allen and Ashley Hatch are with the Department of Public Health Sciences, College of Medicine, and Paula S. Ramos is with the Departments of Medicine and Public Health Sciences, Medical University of South Carolina, Charleston. Dana Lee Olstad is with the Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada. Anna R. Kahkoska is with the Department of Nutrition, Laura V. Milko is with the Department of Genetics, and Megan C. Roberts is with the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Yue Guan and Isabella Santangelo are with the Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta, GA. Julia Steinberg is with The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, Australia. Stephanie A. S. Staras is with the Department of Health Outcome and Biomedical Informatics, College of Medicine, and Institute for Child Health Policy, University of Florida, Gainesville. Crystal Y. Lumpkins is with the Department of Communication, Huntsman Cancer Institute, University of Utah, Salt Lake City. Erin Turbitt is with the Graduate School of Health, University of Technology Sydney, Ultimo, NSW, Australia. Alanna K. Rahm is with the Department of Genomic Health, Geisinger Medical Center, Danville, PA. Katherine W. Saylor is with the Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia. Stephanie Best is with the Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Isabella Santangelo
- Caitlin G. Allen and Ashley Hatch are with the Department of Public Health Sciences, College of Medicine, and Paula S. Ramos is with the Departments of Medicine and Public Health Sciences, Medical University of South Carolina, Charleston. Dana Lee Olstad is with the Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada. Anna R. Kahkoska is with the Department of Nutrition, Laura V. Milko is with the Department of Genetics, and Megan C. Roberts is with the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Yue Guan and Isabella Santangelo are with the Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta, GA. Julia Steinberg is with The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, Australia. Stephanie A. S. Staras is with the Department of Health Outcome and Biomedical Informatics, College of Medicine, and Institute for Child Health Policy, University of Florida, Gainesville. Crystal Y. Lumpkins is with the Department of Communication, Huntsman Cancer Institute, University of Utah, Salt Lake City. Erin Turbitt is with the Graduate School of Health, University of Technology Sydney, Ultimo, NSW, Australia. Alanna K. Rahm is with the Department of Genomic Health, Geisinger Medical Center, Danville, PA. Katherine W. Saylor is with the Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia. Stephanie Best is with the Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Megan C Roberts
- Caitlin G. Allen and Ashley Hatch are with the Department of Public Health Sciences, College of Medicine, and Paula S. Ramos is with the Departments of Medicine and Public Health Sciences, Medical University of South Carolina, Charleston. Dana Lee Olstad is with the Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada. Anna R. Kahkoska is with the Department of Nutrition, Laura V. Milko is with the Department of Genetics, and Megan C. Roberts is with the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Yue Guan and Isabella Santangelo are with the Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta, GA. Julia Steinberg is with The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, Australia. Stephanie A. S. Staras is with the Department of Health Outcome and Biomedical Informatics, College of Medicine, and Institute for Child Health Policy, University of Florida, Gainesville. Crystal Y. Lumpkins is with the Department of Communication, Huntsman Cancer Institute, University of Utah, Salt Lake City. Erin Turbitt is with the Graduate School of Health, University of Technology Sydney, Ultimo, NSW, Australia. Alanna K. Rahm is with the Department of Genomic Health, Geisinger Medical Center, Danville, PA. Katherine W. Saylor is with the Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia. Stephanie Best is with the Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
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Caggiano C, Boudaie A, Shemirani R, Mefford J, Petter E, Chiu A, Ercelen D, He R, Tward D, Paul KC, Chang TS, Pasaniuc B, Kenny EE, Shortt JA, Gignoux CR, Balliu B, Arboleda VA, Belbin G, Zaitlen N. Disease risk and healthcare utilization among ancestrally diverse groups in the Los Angeles region. Nat Med 2023; 29:1845-1856. [PMID: 37464048 PMCID: PMC11121511 DOI: 10.1038/s41591-023-02425-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 05/30/2023] [Indexed: 07/20/2023]
Abstract
An individual's disease risk is affected by the populations that they belong to, due to shared genetics and environmental factors. The study of fine-scale populations in clinical care is important for identifying and reducing health disparities and for developing personalized interventions. To assess patterns of clinical diagnoses and healthcare utilization by fine-scale populations, we leveraged genetic data and electronic medical records from 35,968 patients as part of the UCLA ATLAS Community Health Initiative. We defined clusters of individuals using identity by descent, a form of genetic relatedness that utilizes shared genomic segments arising due to a common ancestor. In total, we identified 376 clusters, including clusters with patients of Afro-Caribbean, Puerto Rican, Lebanese Christian, Iranian Jewish and Gujarati ancestry. Our analysis uncovered 1,218 significant associations between disease diagnoses and clusters and 124 significant associations with specialty visits. We also examined the distribution of pathogenic alleles and found 189 significant alleles at elevated frequency in particular clusters, including many that are not regularly included in population screening efforts. Overall, this work progresses the understanding of health in understudied communities and can provide the foundation for further study into health inequities.
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Affiliation(s)
- Christa Caggiano
- Interdepartmental Program in Bioinformatics, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Neurology, University of California, Los Angeles, Los Angeles, CA, USA
| | | | - Ruhollah Shemirani
- Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Joel Mefford
- Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA
| | - Ella Petter
- Department of Computer Science, University of California, Los Angeles, Los Angeles, CA, USA
| | - Alec Chiu
- Interdepartmental Program in Bioinformatics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Defne Ercelen
- Computational and Systems Biology Interdepartmental Program, University of California, Los Angeles, Los Angeles, CA, USA
| | - Rosemary He
- Department of Computer Science, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Computational Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Daniel Tward
- Department of Neurology, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Computational Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Kimberly C Paul
- Department of Neurology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Timothy S Chang
- Department of Neurology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Bogdan Pasaniuc
- Department of Computational Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Institute of Precision Health, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Human Genetics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Eimear E Kenny
- Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jonathan A Shortt
- Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Division of Bioinformatics and Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Christopher R Gignoux
- Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Division of Bioinformatics and Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Brunilda Balliu
- Department of Computational Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Valerie A Arboleda
- Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Human Genetics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Gillian Belbin
- Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Noah Zaitlen
- Department of Neurology, University of California, Los Angeles, Los Angeles, CA, USA.
- Department of Computational Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- Department of Human Genetics, University of California, Los Angeles, Los Angeles, CA, USA.
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