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Hypertension prevalence in the All of Us Research Program among groups traditionally underrepresented in medical research
The All of Us Research Program was designed to enable broad-based precision medicine research in a cohort of unprecedented scale and diversity. Hypertension (HTN) is a major public health concern. The validity of HTN data and definition of hypertension cases in the All of Us (AoU) Research Program f...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8219813/ https://www.ncbi.nlm.nih.gov/pubmed/34158555 http://dx.doi.org/10.1038/s41598-021-92143-w |
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author | Chandler, Paulette D. Clark, Cheryl R. Zhou, Guohai Noel, Nyia L. Achilike, Confidence Mendez, Lizette Ramirez, Andrea H. Loperena-Cortes, Roxana Mayo, Kelsey Cohn, Elizabeth Ohno-Machado, Lucila Boerwinkle, Eric Cicek, Mine Qian, Jun Schully, Sheri Ratsimbazafy, Francis Mockrin, Stephen Gebo, Kelly Dedier, Julien J. Murphy, Shawn N. Smoller, Jordan W. Karlson, Elizabeth W. |
author_facet | Chandler, Paulette D. Clark, Cheryl R. Zhou, Guohai Noel, Nyia L. Achilike, Confidence Mendez, Lizette Ramirez, Andrea H. Loperena-Cortes, Roxana Mayo, Kelsey Cohn, Elizabeth Ohno-Machado, Lucila Boerwinkle, Eric Cicek, Mine Qian, Jun Schully, Sheri Ratsimbazafy, Francis Mockrin, Stephen Gebo, Kelly Dedier, Julien J. Murphy, Shawn N. Smoller, Jordan W. Karlson, Elizabeth W. |
author_sort | Chandler, Paulette D. |
collection | PubMed |
description | The All of Us Research Program was designed to enable broad-based precision medicine research in a cohort of unprecedented scale and diversity. Hypertension (HTN) is a major public health concern. The validity of HTN data and definition of hypertension cases in the All of Us (AoU) Research Program for use in rule-based algorithms is unknown. In this cross-sectional, population-based study, we compare HTN prevalence in the AoU Research Program to HTN prevalence in the 2015–2016 National Health and Nutrition Examination Survey (NHANES). We used AoU baseline data from patient (age ≥ 18) measurements (PM), surveys, and electronic health record (EHR) blood pressure measurements. We retrospectively examined the prevalence of HTN in the EHR cohort using Systemized Nomenclature of Medicine (SNOMED) codes and blood pressure medications recorded in the EHR. We defined HTN as the participant having at least 2 HTN diagnosis/billing codes on separate dates in the EHR data AND at least one HTN medication. We calculated an age-standardized HTN prevalence according to the age distribution of the U.S. Census, using 3 groups (18–39, 40–59, and ≥ 60). Among the 185,770 participants enrolled in the AoU Cohort (mean age at enrollment = 51.2 years) available in a Researcher Workbench as of October 2019, EHR data was available for at least one SNOMED code from 112,805 participants, medications for 104,230 participants, and 103,490 participants had both medication and SNOMED data. The total number of persons with SNOMED codes on at least two distinct dates and at least one antihypertensive medication was 33,310 for a crude prevalence of HTN of 32.2%. AoU age-adjusted HTN prevalence was 27.9% using 3 groups compared to 29.6% in NHANES. The AoU cohort is a growing source of diverse longitudinal data to study hypertension nationwide and develop precision rule-based algorithms for use in hypertension treatment and prevention research. The prevalence of hypertension in this cohort is similar to that in prior population-based surveys. |
format | Online Article Text |
id | pubmed-8219813 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-82198132021-06-24 Hypertension prevalence in the All of Us Research Program among groups traditionally underrepresented in medical research Chandler, Paulette D. Clark, Cheryl R. Zhou, Guohai Noel, Nyia L. Achilike, Confidence Mendez, Lizette Ramirez, Andrea H. Loperena-Cortes, Roxana Mayo, Kelsey Cohn, Elizabeth Ohno-Machado, Lucila Boerwinkle, Eric Cicek, Mine Qian, Jun Schully, Sheri Ratsimbazafy, Francis Mockrin, Stephen Gebo, Kelly Dedier, Julien J. Murphy, Shawn N. Smoller, Jordan W. Karlson, Elizabeth W. Sci Rep Article The All of Us Research Program was designed to enable broad-based precision medicine research in a cohort of unprecedented scale and diversity. Hypertension (HTN) is a major public health concern. The validity of HTN data and definition of hypertension cases in the All of Us (AoU) Research Program for use in rule-based algorithms is unknown. In this cross-sectional, population-based study, we compare HTN prevalence in the AoU Research Program to HTN prevalence in the 2015–2016 National Health and Nutrition Examination Survey (NHANES). We used AoU baseline data from patient (age ≥ 18) measurements (PM), surveys, and electronic health record (EHR) blood pressure measurements. We retrospectively examined the prevalence of HTN in the EHR cohort using Systemized Nomenclature of Medicine (SNOMED) codes and blood pressure medications recorded in the EHR. We defined HTN as the participant having at least 2 HTN diagnosis/billing codes on separate dates in the EHR data AND at least one HTN medication. We calculated an age-standardized HTN prevalence according to the age distribution of the U.S. Census, using 3 groups (18–39, 40–59, and ≥ 60). Among the 185,770 participants enrolled in the AoU Cohort (mean age at enrollment = 51.2 years) available in a Researcher Workbench as of October 2019, EHR data was available for at least one SNOMED code from 112,805 participants, medications for 104,230 participants, and 103,490 participants had both medication and SNOMED data. The total number of persons with SNOMED codes on at least two distinct dates and at least one antihypertensive medication was 33,310 for a crude prevalence of HTN of 32.2%. AoU age-adjusted HTN prevalence was 27.9% using 3 groups compared to 29.6% in NHANES. The AoU cohort is a growing source of diverse longitudinal data to study hypertension nationwide and develop precision rule-based algorithms for use in hypertension treatment and prevention research. The prevalence of hypertension in this cohort is similar to that in prior population-based surveys. Nature Publishing Group UK 2021-06-22 /pmc/articles/PMC8219813/ /pubmed/34158555 http://dx.doi.org/10.1038/s41598-021-92143-w Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Chandler, Paulette D. Clark, Cheryl R. Zhou, Guohai Noel, Nyia L. Achilike, Confidence Mendez, Lizette Ramirez, Andrea H. Loperena-Cortes, Roxana Mayo, Kelsey Cohn, Elizabeth Ohno-Machado, Lucila Boerwinkle, Eric Cicek, Mine Qian, Jun Schully, Sheri Ratsimbazafy, Francis Mockrin, Stephen Gebo, Kelly Dedier, Julien J. Murphy, Shawn N. Smoller, Jordan W. Karlson, Elizabeth W. Hypertension prevalence in the All of Us Research Program among groups traditionally underrepresented in medical research |
title | Hypertension prevalence in the All of Us Research Program among groups traditionally underrepresented in medical research |
title_full | Hypertension prevalence in the All of Us Research Program among groups traditionally underrepresented in medical research |
title_fullStr | Hypertension prevalence in the All of Us Research Program among groups traditionally underrepresented in medical research |
title_full_unstemmed | Hypertension prevalence in the All of Us Research Program among groups traditionally underrepresented in medical research |
title_short | Hypertension prevalence in the All of Us Research Program among groups traditionally underrepresented in medical research |
title_sort | hypertension prevalence in the all of us research program among groups traditionally underrepresented in medical research |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8219813/ https://www.ncbi.nlm.nih.gov/pubmed/34158555 http://dx.doi.org/10.1038/s41598-021-92143-w |
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