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Risk factors for SARS-CoV-2 seropositivity in a health care worker population during the early pandemic
BACKGROUND: While others have reported severe acute respiratory syndrome-related coronavirus 2(SARS-CoV-2) seroprevalence studies in health care workers (HCWs), we leverage the use of a highly sensitive coronavirus antigen microarray to identify a group of seropositive health care workers who were m...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10186297/ https://www.ncbi.nlm.nih.gov/pubmed/37194021 http://dx.doi.org/10.1186/s12879-023-08284-y |
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author | Schubl, Sebastian D. Figueroa, Cesar Palma, Anton M. de Assis, Rafael R. Jain, Aarti Nakajima, Rie Jasinskas, Algimantas Brabender, Danielle Hosseinian, Sina Naaseh, Ariana Hernandez Dominguez, Oscar Runge, Ava Skochko, Shannon Chinn, Justine Kelsey, Adam J. Lai, Kieu T. Zhao, Weian Horvath, Peter Tifrea, Delia Grigorian, Areg Gonzales, Abran Adelsohn, Suzanne Zaldivar, Frank Edwards, Robert Amin, Alpesh N. Stamos, Michael J. Barie, Philip S. Felgner, Philip L. Khan, Saahir |
author_facet | Schubl, Sebastian D. Figueroa, Cesar Palma, Anton M. de Assis, Rafael R. Jain, Aarti Nakajima, Rie Jasinskas, Algimantas Brabender, Danielle Hosseinian, Sina Naaseh, Ariana Hernandez Dominguez, Oscar Runge, Ava Skochko, Shannon Chinn, Justine Kelsey, Adam J. Lai, Kieu T. Zhao, Weian Horvath, Peter Tifrea, Delia Grigorian, Areg Gonzales, Abran Adelsohn, Suzanne Zaldivar, Frank Edwards, Robert Amin, Alpesh N. Stamos, Michael J. Barie, Philip S. Felgner, Philip L. Khan, Saahir |
author_sort | Schubl, Sebastian D. |
collection | PubMed |
description | BACKGROUND: While others have reported severe acute respiratory syndrome-related coronavirus 2(SARS-CoV-2) seroprevalence studies in health care workers (HCWs), we leverage the use of a highly sensitive coronavirus antigen microarray to identify a group of seropositive health care workers who were missed by daily symptom screening that was instituted prior to any epidemiologically significant local outbreak. Given that most health care facilities rely on daily symptom screening as the primary method to identify SARS-CoV-2 among health care workers, here, we aim to determine how demographic, occupational, and clinical variables influence SARS-CoV-2 seropositivity among health care workers. METHODS: We designed a cross-sectional survey of HCWs for SARS-CoV-2 seropositivity conducted from May 15th to June 30th 2020 at a 418-bed academic hospital in Orange County, California. From an eligible population of 5,349 HCWs, study participants were recruited in two ways: an open cohort, and a targeted cohort. The open cohort was open to anyone, whereas the targeted cohort that recruited HCWs previously screened for COVID-19 or work in high-risk units. A total of 1,557 HCWs completed the survey and provided specimens, including 1,044 in the open cohort and 513 in the targeted cohort. Demographic, occupational, and clinical variables were surveyed electronically. SARS-CoV-2 seropositivity was assessed using a coronavirus antigen microarray (CoVAM), which measures antibodies against eleven viral antigens to identify prior infection with 98% specificity and 93% sensitivity. RESULTS: Among tested HCWs (n = 1,557), SARS-CoV-2 seropositivity was 10.8%, and risk factors included male gender (OR 1.48, 95% CI 1.05–2.06), exposure to COVID-19 outside of work (2.29, 1.14–4.29), working in food or environmental services (4.85, 1.51–14.85), and working in COVID-19 units (ICU: 2.28, 1.29–3.96; ward: 1.59, 1.01–2.48). Amongst 1,103 HCWs not previously screened, seropositivity was 8.0%, and additional risk factors included younger age (1.57, 1.00-2.45) and working in administration (2.69, 1.10–7.10). CONCLUSION: SARS-CoV-2 seropositivity is significantly higher than reported case counts even among HCWs who are meticulously screened. Seropositive HCWs missed by screening were more likely to be younger, work outside direct patient care, or have exposure outside of work. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12879-023-08284-y. |
format | Online Article Text |
id | pubmed-10186297 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-101862972023-05-17 Risk factors for SARS-CoV-2 seropositivity in a health care worker population during the early pandemic Schubl, Sebastian D. Figueroa, Cesar Palma, Anton M. de Assis, Rafael R. Jain, Aarti Nakajima, Rie Jasinskas, Algimantas Brabender, Danielle Hosseinian, Sina Naaseh, Ariana Hernandez Dominguez, Oscar Runge, Ava Skochko, Shannon Chinn, Justine Kelsey, Adam J. Lai, Kieu T. Zhao, Weian Horvath, Peter Tifrea, Delia Grigorian, Areg Gonzales, Abran Adelsohn, Suzanne Zaldivar, Frank Edwards, Robert Amin, Alpesh N. Stamos, Michael J. Barie, Philip S. Felgner, Philip L. Khan, Saahir BMC Infect Dis Research BACKGROUND: While others have reported severe acute respiratory syndrome-related coronavirus 2(SARS-CoV-2) seroprevalence studies in health care workers (HCWs), we leverage the use of a highly sensitive coronavirus antigen microarray to identify a group of seropositive health care workers who were missed by daily symptom screening that was instituted prior to any epidemiologically significant local outbreak. Given that most health care facilities rely on daily symptom screening as the primary method to identify SARS-CoV-2 among health care workers, here, we aim to determine how demographic, occupational, and clinical variables influence SARS-CoV-2 seropositivity among health care workers. METHODS: We designed a cross-sectional survey of HCWs for SARS-CoV-2 seropositivity conducted from May 15th to June 30th 2020 at a 418-bed academic hospital in Orange County, California. From an eligible population of 5,349 HCWs, study participants were recruited in two ways: an open cohort, and a targeted cohort. The open cohort was open to anyone, whereas the targeted cohort that recruited HCWs previously screened for COVID-19 or work in high-risk units. A total of 1,557 HCWs completed the survey and provided specimens, including 1,044 in the open cohort and 513 in the targeted cohort. Demographic, occupational, and clinical variables were surveyed electronically. SARS-CoV-2 seropositivity was assessed using a coronavirus antigen microarray (CoVAM), which measures antibodies against eleven viral antigens to identify prior infection with 98% specificity and 93% sensitivity. RESULTS: Among tested HCWs (n = 1,557), SARS-CoV-2 seropositivity was 10.8%, and risk factors included male gender (OR 1.48, 95% CI 1.05–2.06), exposure to COVID-19 outside of work (2.29, 1.14–4.29), working in food or environmental services (4.85, 1.51–14.85), and working in COVID-19 units (ICU: 2.28, 1.29–3.96; ward: 1.59, 1.01–2.48). Amongst 1,103 HCWs not previously screened, seropositivity was 8.0%, and additional risk factors included younger age (1.57, 1.00-2.45) and working in administration (2.69, 1.10–7.10). CONCLUSION: SARS-CoV-2 seropositivity is significantly higher than reported case counts even among HCWs who are meticulously screened. Seropositive HCWs missed by screening were more likely to be younger, work outside direct patient care, or have exposure outside of work. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12879-023-08284-y. BioMed Central 2023-05-16 /pmc/articles/PMC10186297/ /pubmed/37194021 http://dx.doi.org/10.1186/s12879-023-08284-y Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Schubl, Sebastian D. Figueroa, Cesar Palma, Anton M. de Assis, Rafael R. Jain, Aarti Nakajima, Rie Jasinskas, Algimantas Brabender, Danielle Hosseinian, Sina Naaseh, Ariana Hernandez Dominguez, Oscar Runge, Ava Skochko, Shannon Chinn, Justine Kelsey, Adam J. Lai, Kieu T. Zhao, Weian Horvath, Peter Tifrea, Delia Grigorian, Areg Gonzales, Abran Adelsohn, Suzanne Zaldivar, Frank Edwards, Robert Amin, Alpesh N. Stamos, Michael J. Barie, Philip S. Felgner, Philip L. Khan, Saahir Risk factors for SARS-CoV-2 seropositivity in a health care worker population during the early pandemic |
title | Risk factors for SARS-CoV-2 seropositivity in a health care worker population during the early pandemic |
title_full | Risk factors for SARS-CoV-2 seropositivity in a health care worker population during the early pandemic |
title_fullStr | Risk factors for SARS-CoV-2 seropositivity in a health care worker population during the early pandemic |
title_full_unstemmed | Risk factors for SARS-CoV-2 seropositivity in a health care worker population during the early pandemic |
title_short | Risk factors for SARS-CoV-2 seropositivity in a health care worker population during the early pandemic |
title_sort | risk factors for sars-cov-2 seropositivity in a health care worker population during the early pandemic |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10186297/ https://www.ncbi.nlm.nih.gov/pubmed/37194021 http://dx.doi.org/10.1186/s12879-023-08284-y |
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