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COVID-19 Surveillance in the Biobank at the Colorado Center for Personalized Medicine: Observational Study

BACKGROUND: Characterizing the experience and impact of the COVID-19 pandemic among various populations remains challenging due to the limitations inherent in common data sources, such as electronic health records (EHRs) or cross-sectional surveys. OBJECTIVE: This study aims to describe testing beha...

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Autores principales: Johnson, Randi K, Marker, Katie M, Mayer, David, Shortt, Jonathan, Kao, David, Barnes, Kathleen C, Lowery, Jan T, Gignoux, Christopher R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9196874/
https://www.ncbi.nlm.nih.gov/pubmed/35486493
http://dx.doi.org/10.2196/37327
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author Johnson, Randi K
Marker, Katie M
Mayer, David
Shortt, Jonathan
Kao, David
Barnes, Kathleen C
Lowery, Jan T
Gignoux, Christopher R
author_facet Johnson, Randi K
Marker, Katie M
Mayer, David
Shortt, Jonathan
Kao, David
Barnes, Kathleen C
Lowery, Jan T
Gignoux, Christopher R
author_sort Johnson, Randi K
collection PubMed
description BACKGROUND: Characterizing the experience and impact of the COVID-19 pandemic among various populations remains challenging due to the limitations inherent in common data sources, such as electronic health records (EHRs) or cross-sectional surveys. OBJECTIVE: This study aims to describe testing behaviors, symptoms, impact, vaccination status, and case ascertainment during the COVID-19 pandemic using integrated data sources. METHODS: In summer 2020 and 2021, we surveyed participants enrolled in the Biobank at the Colorado Center for Personalized Medicine (CCPM; N=180,599) about their experience with COVID-19. The prevalence of testing, symptoms, and impacts of COVID-19 on employment, family life, and physical and mental health were calculated overall and by demographic categories. Survey respondents who reported receiving a positive COVID-19 test result were considered a “confirmed case” of COVID-19. Using EHRs, we compared COVID-19 case ascertainment and characteristics in EHRs versus the survey. Positive cases were identified in EHRs using the International Statistical Classification of Diseases, 10th revision (ICD-10) diagnosis codes, health care encounter types, and encounter primary diagnoses. RESULTS: Of the 25,063 (13.9%) survey respondents, 10,661 (42.5%) had been tested for COVID-19, and of those, 1366 (12.8%) tested positive. Nearly half of those tested had symptoms or had been exposed to someone who was infected. Young adults (18-29 years) and Hispanics were more likely to have positive tests compared to older adults and persons of other racial/ethnic groups. Mental health (n=13,688, 54.6%) and family life (n=12,233, 48.8%) were most negatively affected by the pandemic and more so among younger groups and women; negative impacts on employment were more commonly reported among Black respondents. Of the 10,249 individuals who responded to vaccination questions from version 2 of the survey (summer 2021), 9770 (95.3%) had received the vaccine. After integration with EHR data up to the time of the survey completion, 1006 (4%) of the survey respondents had a discordant COVID-19 case status between EHRs and the survey. Using all longitudinal EHR and survey data, we identified 11,472 (6.4%) COVID-19-positive cases among Biobank participants. In comparison to COVID-19 cases identified through the survey, EHR-identified cases were younger and more likely to be Hispanic. CONCLUSIONS: We found that the COVID-19 pandemic has had far-reaching and varying effects among our Biobank participants. Integrated data assets, such as the Biobank at the CCPM, are key resources for population health monitoring in response to public health emergencies, such as the COVID-19 pandemic.
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spelling pubmed-91968742022-06-15 COVID-19 Surveillance in the Biobank at the Colorado Center for Personalized Medicine: Observational Study Johnson, Randi K Marker, Katie M Mayer, David Shortt, Jonathan Kao, David Barnes, Kathleen C Lowery, Jan T Gignoux, Christopher R JMIR Public Health Surveill Original Paper BACKGROUND: Characterizing the experience and impact of the COVID-19 pandemic among various populations remains challenging due to the limitations inherent in common data sources, such as electronic health records (EHRs) or cross-sectional surveys. OBJECTIVE: This study aims to describe testing behaviors, symptoms, impact, vaccination status, and case ascertainment during the COVID-19 pandemic using integrated data sources. METHODS: In summer 2020 and 2021, we surveyed participants enrolled in the Biobank at the Colorado Center for Personalized Medicine (CCPM; N=180,599) about their experience with COVID-19. The prevalence of testing, symptoms, and impacts of COVID-19 on employment, family life, and physical and mental health were calculated overall and by demographic categories. Survey respondents who reported receiving a positive COVID-19 test result were considered a “confirmed case” of COVID-19. Using EHRs, we compared COVID-19 case ascertainment and characteristics in EHRs versus the survey. Positive cases were identified in EHRs using the International Statistical Classification of Diseases, 10th revision (ICD-10) diagnosis codes, health care encounter types, and encounter primary diagnoses. RESULTS: Of the 25,063 (13.9%) survey respondents, 10,661 (42.5%) had been tested for COVID-19, and of those, 1366 (12.8%) tested positive. Nearly half of those tested had symptoms or had been exposed to someone who was infected. Young adults (18-29 years) and Hispanics were more likely to have positive tests compared to older adults and persons of other racial/ethnic groups. Mental health (n=13,688, 54.6%) and family life (n=12,233, 48.8%) were most negatively affected by the pandemic and more so among younger groups and women; negative impacts on employment were more commonly reported among Black respondents. Of the 10,249 individuals who responded to vaccination questions from version 2 of the survey (summer 2021), 9770 (95.3%) had received the vaccine. After integration with EHR data up to the time of the survey completion, 1006 (4%) of the survey respondents had a discordant COVID-19 case status between EHRs and the survey. Using all longitudinal EHR and survey data, we identified 11,472 (6.4%) COVID-19-positive cases among Biobank participants. In comparison to COVID-19 cases identified through the survey, EHR-identified cases were younger and more likely to be Hispanic. CONCLUSIONS: We found that the COVID-19 pandemic has had far-reaching and varying effects among our Biobank participants. Integrated data assets, such as the Biobank at the CCPM, are key resources for population health monitoring in response to public health emergencies, such as the COVID-19 pandemic. JMIR Publications 2022-06-13 /pmc/articles/PMC9196874/ /pubmed/35486493 http://dx.doi.org/10.2196/37327 Text en ©Randi K Johnson, Katie M Marker, David Mayer, Jonathan Shortt, David Kao, Kathleen C Barnes, Jan T Lowery, Christopher R Gignoux. Originally published in JMIR Public Health and Surveillance (https://publichealth.jmir.org), 13.06.2022. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Public Health and Surveillance, is properly cited. The complete bibliographic information, a link to the original publication on https://publichealth.jmir.org, as well as this copyright and license information must be included.
spellingShingle Original Paper
Johnson, Randi K
Marker, Katie M
Mayer, David
Shortt, Jonathan
Kao, David
Barnes, Kathleen C
Lowery, Jan T
Gignoux, Christopher R
COVID-19 Surveillance in the Biobank at the Colorado Center for Personalized Medicine: Observational Study
title COVID-19 Surveillance in the Biobank at the Colorado Center for Personalized Medicine: Observational Study
title_full COVID-19 Surveillance in the Biobank at the Colorado Center for Personalized Medicine: Observational Study
title_fullStr COVID-19 Surveillance in the Biobank at the Colorado Center for Personalized Medicine: Observational Study
title_full_unstemmed COVID-19 Surveillance in the Biobank at the Colorado Center for Personalized Medicine: Observational Study
title_short COVID-19 Surveillance in the Biobank at the Colorado Center for Personalized Medicine: Observational Study
title_sort covid-19 surveillance in the biobank at the colorado center for personalized medicine: observational study
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9196874/
https://www.ncbi.nlm.nih.gov/pubmed/35486493
http://dx.doi.org/10.2196/37327
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