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Open Access 18-12-2023 | COVID-19 | Original Paper

COVID-19 Testing Among People with HIV: A Population Level Analysis Based on Statewide Data in South Carolina

Authors: Fanghui Shi, Jiajia Zhang, Xueying Yang, Haoyuan Gao, Shujie Chen, Sharon Weissman, Bankole Olatosi, Xiaoming Li

Published in: AIDS and Behavior

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Abstract

People with HIV (PWH) are at an elevated risk of developing severe COVID-19 outcomes because of compromised immunity and more comorbidities. However, existing literature suggests a lower rate of COVID-testing among PWH. This study aimed to explore the temporal trend of county-level COVID-19 testing rate and multi-level predictors of COVID-19 ever-testing among PWH in South Carolina (SC). Leveraging linked statewide HIV and COVID-19 datasets, we defined the study population as all adult (18 + years) PWH who were alive on March 2020 and living in SC. PWH with a COVID-19 testing record between March 2020 and October 2021 were defined as COVID-19 ever-testers. Logistic regression and generalized mixed models were used to investigate the association of PWH’s demographic profile, HIV clinical characteristics (e.g., CD4 count, viral load), comorbidities, and social factors with COVID-19 testing among PWH. Among 15,660 adult PWH, 8,005 (51.12%) had ever tested for COVID-19 during the study period (March 2020-October 2021). PWH with older age, being male, and Hispanics were less likely to take COVID-19 testing, while men who have sex with men or injection drug users were more likely to take COVID-19 testing. PWH with higher recent viral load (10,000-100,000 copies/ml vs. <200 copies/ml: adjusted odds ratio [AOR]: 0.64, 95%CI: 0.55–0.75) and lower CD4 counts (> 350 cells/mm3 vs. <200 cells/mm3: AOR: 1.25, 95%CI: 1.09–1.45) had lower odds for COVID-19 testing. Additionally, PWH with lower comorbidity burden and those living in rural areas were less likely to be tested for COVID-19. Differences in COVID-19 test-seeking behaviors were observed among PWH in the current study, which could help provide empirical evidence to inform the prioritization of further disease monitoring and targeted intervention. More efforts on building effective surveillance and screening systems are needed to allow early case detection and curbing disease transmission among older, male, Hispanic, and immune-suppressed PWH, especially in rural areas.
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Literature
3.
go back to reference Fusco FM, Sangiovanni V, Tiberio C, Papa N, Atripaldi L, Esposito V. Persons living with HIV may be reluctant to access to COVID-19 testing services: data from ‘D. Cotugno’Hospital, Naples, Southern Italy. Aids. 2020;34(14):2151–2.CrossRefPubMed Fusco FM, Sangiovanni V, Tiberio C, Papa N, Atripaldi L, Esposito V. Persons living with HIV may be reluctant to access to COVID-19 testing services: data from ‘D. Cotugno’Hospital, Naples, Southern Italy. Aids. 2020;34(14):2151–2.CrossRefPubMed
4.
go back to reference Gorbach PM, Rosen AD, Moore R, Shoptaw S, Mustanski B, Mehta SH, et al. Use of COVID-19 testing in the first year of the COVID-19 pandemic among cohorts of people at the intersection of drug use and HIV. Drug Alcohol Depend. 2022;241:109622.CrossRefPubMedPubMedCentral Gorbach PM, Rosen AD, Moore R, Shoptaw S, Mustanski B, Mehta SH, et al. Use of COVID-19 testing in the first year of the COVID-19 pandemic among cohorts of people at the intersection of drug use and HIV. Drug Alcohol Depend. 2022;241:109622.CrossRefPubMedPubMedCentral
5.
go back to reference Tamargo JA, Martin HR, Diaz-Martinez J, Trepka MJ, Delgado-Enciso I, Johnson A, et al. COVID-19 testing and the impact of the pandemic on the Miami adult studies on HIV cohort. J Acquir Immune Defic Syndr. 2021;87(4):1016–23.CrossRefPubMedPubMedCentral Tamargo JA, Martin HR, Diaz-Martinez J, Trepka MJ, Delgado-Enciso I, Johnson A, et al. COVID-19 testing and the impact of the pandemic on the Miami adult studies on HIV cohort. J Acquir Immune Defic Syndr. 2021;87(4):1016–23.CrossRefPubMedPubMedCentral
8.
go back to reference Lieberman-Cribbin W, Tuminello S, Flores RM, Taioli E. Disparities in COVID-19 testing and positivity in New York City. Am J Prev Med. 2020;59(3):326–32.CrossRefPubMedPubMedCentral Lieberman-Cribbin W, Tuminello S, Flores RM, Taioli E. Disparities in COVID-19 testing and positivity in New York City. Am J Prev Med. 2020;59(3):326–32.CrossRefPubMedPubMedCentral
9.
go back to reference Shiau S, Krause KD, Valera P, Swaminathan S, Halkitis PN. The burden of COVID-19 in people living with HIV: a syndemic perspective. AIDS Behav. 2020;24:2244–9.CrossRefPubMedPubMedCentral Shiau S, Krause KD, Valera P, Swaminathan S, Halkitis PN. The burden of COVID-19 in people living with HIV: a syndemic perspective. AIDS Behav. 2020;24:2244–9.CrossRefPubMedPubMedCentral
10.
go back to reference Chang JJ, Bruxvoort K, Chen LH, Akhavan B, Rodriguez J, Hechter RC, Brief Report. COVID-19 testing, characteristics, and outcomes among people living with HIV in an integrated health system. J Acquir Immune Defic Syndr. 2021;88(1):1–5.CrossRefPubMedPubMedCentral Chang JJ, Bruxvoort K, Chen LH, Akhavan B, Rodriguez J, Hechter RC, Brief Report. COVID-19 testing, characteristics, and outcomes among people living with HIV in an integrated health system. J Acquir Immune Defic Syndr. 2021;88(1):1–5.CrossRefPubMedPubMedCentral
12.
go back to reference Shapiro AE, Ignacio RAB, Whitney BM, Delaney JA, Nance RM, Bamford L, et al. Factors associated with severity of COVID-19 disease in a multicenter cohort of people with HIV in the United States, March-December 2020. JAIDS J Acquir Immune Defic Syndr. 2022. 10.1097. Shapiro AE, Ignacio RAB, Whitney BM, Delaney JA, Nance RM, Bamford L, et al. Factors associated with severity of COVID-19 disease in a multicenter cohort of people with HIV in the United States, March-December 2020. JAIDS J Acquir Immune Defic Syndr. 2022. 10.1097.
13.
go back to reference Ignacio RAB, Shapiro AE, Nance RM, Whitney BM, Delaney JA, Bamford L, et al. Racial and ethnic disparities in coronavirus disease 2019 Disease incidence independent of comorbidities, among people with HIV in the United States. Aids. 2022;36(8):1095–103.CrossRef Ignacio RAB, Shapiro AE, Nance RM, Whitney BM, Delaney JA, Bamford L, et al. Racial and ethnic disparities in coronavirus disease 2019 Disease incidence independent of comorbidities, among people with HIV in the United States. Aids. 2022;36(8):1095–103.CrossRef
14.
go back to reference Braunstein SL, Lazar R, Wahnich A, Daskalakis DC, Blackstock OJ. Coronavirus disease 2019 (COVID-19) infection among people with human immunodeficiency virus in New York City: a population-level analysis of linked surveillance data. Clin Infect Dis. 2021;72(12):e1021–e9.CrossRefPubMed Braunstein SL, Lazar R, Wahnich A, Daskalakis DC, Blackstock OJ. Coronavirus disease 2019 (COVID-19) infection among people with human immunodeficiency virus in New York City: a population-level analysis of linked surveillance data. Clin Infect Dis. 2021;72(12):e1021–e9.CrossRefPubMed
15.
go back to reference Sun J, Zheng Q, Madhira V, Olex AL, Anzalone AJ, Vinson A, et al. Association between immune dysfunction and COVID-19 breakthrough infection after SARS-CoV-2 vaccination in the US. JAMA Intern Med. 2022;182(2):153–62.CrossRefPubMed Sun J, Zheng Q, Madhira V, Olex AL, Anzalone AJ, Vinson A, et al. Association between immune dysfunction and COVID-19 breakthrough infection after SARS-CoV-2 vaccination in the US. JAMA Intern Med. 2022;182(2):153–62.CrossRefPubMed
16.
go back to reference Kaplan-Lewis E, Banga J, Khan M, Casey E, Mazumdar M, Bratu S, et al. HIV diagnosis and the clinical course of COVID-19 among patients seeking care within the New York City public hospital system during the initial pandemic peak. AIDS Patient Care STDs. 2021;35(12):457–66.CrossRefPubMed Kaplan-Lewis E, Banga J, Khan M, Casey E, Mazumdar M, Bratu S, et al. HIV diagnosis and the clinical course of COVID-19 among patients seeking care within the New York City public hospital system during the initial pandemic peak. AIDS Patient Care STDs. 2021;35(12):457–66.CrossRefPubMed
17.
go back to reference Ingram DD, Franco SJ. 2013 NCHS urban-rural classification scheme for counties: US department of health and human services, centers for disease control and prevention, national center for health statistic; 2014. Ingram DD, Franco SJ. 2013 NCHS urban-rural classification scheme for counties: US department of health and human services, centers for disease control and prevention, national center for health statistic; 2014.
18.
go back to reference Glasheen WP, Cordier T, Gumpina R, Haugh G, Davis J, Renda A. Charlson comorbidity index: ICD-9 update and ICD-10 translation. Am Health drug Benefits. 2019;12(4):188.PubMedPubMedCentral Glasheen WP, Cordier T, Gumpina R, Haugh G, Davis J, Renda A. Charlson comorbidity index: ICD-9 update and ICD-10 translation. Am Health drug Benefits. 2019;12(4):188.PubMedPubMedCentral
19.
go back to reference Quan H, Li B, Couris CM, Fushimi K, Graham P, Hider P, et al. Updating and validating the Charlson comorbidity index and score for risk adjustment in hospital discharge abstracts using data from 6 countries. Am J Epidemiol. 2011;173(6):676–82.CrossRefPubMed Quan H, Li B, Couris CM, Fushimi K, Graham P, Hider P, et al. Updating and validating the Charlson comorbidity index and score for risk adjustment in hospital discharge abstracts using data from 6 countries. Am J Epidemiol. 2011;173(6):676–82.CrossRefPubMed
20.
go back to reference Yang X, Zhang J, Chen S, Weissman S, Olatosi B, Li X. Comorbidity patterns among people living with HIV: a hierarchical clustering approach through integrated electronic health records data in South Carolina. AIDS Care. 2021;33(5):594–606.CrossRefPubMed Yang X, Zhang J, Chen S, Weissman S, Olatosi B, Li X. Comorbidity patterns among people living with HIV: a hierarchical clustering approach through integrated electronic health records data in South Carolina. AIDS Care. 2021;33(5):594–606.CrossRefPubMed
21.
go back to reference Yang X, Zhang J, Chen S, Weissman S, Olatosi B, Li X. The impact of COVID-19 pandemic on the dynamic HIV care engagement among people with HIV: real-world evidence. AIDS. 2023;37(6):951.CrossRefPubMed Yang X, Zhang J, Chen S, Weissman S, Olatosi B, Li X. The impact of COVID-19 pandemic on the dynamic HIV care engagement among people with HIV: real-world evidence. AIDS. 2023;37(6):951.CrossRefPubMed
22.
go back to reference Pollard K, Jacobsen LA. The Appalachian region: A data overview from the 2015–2019 American community survey. Chartbook. Appalachian Regional Commission; 2021. Pollard K, Jacobsen LA. The Appalachian region: A data overview from the 2015–2019 American community survey. Chartbook. Appalachian Regional Commission; 2021.
23.
go back to reference Roux AD, Kiefe CI, Jacobs DR Jr, Haan M, Jackson SA, Nieto FJ, et al. Area characteristics and individual-level socioeconomic position indicators in three population-based epidemiologic studies. Ann Epidemiol. 2001;11(6):395–405.CrossRef Roux AD, Kiefe CI, Jacobs DR Jr, Haan M, Jackson SA, Nieto FJ, et al. Area characteristics and individual-level socioeconomic position indicators in three population-based epidemiologic studies. Ann Epidemiol. 2001;11(6):395–405.CrossRef
24.
go back to reference Bishaw A, Benson C, Shrider E, Glassman B. Changes in poverty rates and poverty areas over time, 2005 to 2019. US Department of Commerce, Economics and Statistics Administration, US Census Bureau; 2020. Bishaw A, Benson C, Shrider E, Glassman B. Changes in poverty rates and poverty areas over time, 2005 to 2019. US Department of Commerce, Economics and Statistics Administration, US Census Bureau; 2020.
25.
go back to reference Yu CH, Tempe A, editors. An overview of remedial tools for collinearity in SAS. Proceedings of 2000 Western Users of SAS Software Conference; 2000: SAS Software Scottsdale, Arizona. Yu CH, Tempe A, editors. An overview of remedial tools for collinearity in SAS. Proceedings of 2000 Western Users of SAS Software Conference; 2000: SAS Software Scottsdale, Arizona.
26.
go back to reference Bien-Gund CH, Shah J, Ho JI, Stephens-Shields A, Shea K, Fishman J, et al. The COVID-19 self-testing through rapid network distribution (C-STRAND) trial: a randomized controlled trial to increase COVID-19 testing in underserved populations. Contemp Clin Trials. 2021;110:106585.CrossRefPubMedPubMedCentral Bien-Gund CH, Shah J, Ho JI, Stephens-Shields A, Shea K, Fishman J, et al. The COVID-19 self-testing through rapid network distribution (C-STRAND) trial: a randomized controlled trial to increase COVID-19 testing in underserved populations. Contemp Clin Trials. 2021;110:106585.CrossRefPubMedPubMedCentral
27.
go back to reference Woloshin S, Dewitt B, Krishnamurti T, Fischhoff B. Assessing how consumers interpret and act on results from at-home COVID-19 self-test kits: a randomized clinical trial. JAMA Intern Med. 2022;182(3):332–41.CrossRefPubMed Woloshin S, Dewitt B, Krishnamurti T, Fischhoff B. Assessing how consumers interpret and act on results from at-home COVID-19 self-test kits: a randomized clinical trial. JAMA Intern Med. 2022;182(3):332–41.CrossRefPubMed
28.
go back to reference Wanat M, Logan M, Hirst JA, Vicary C, Lee JJ, Perera R, et al. Perceptions on undertaking regular asymptomatic self-testing for COVID-19 using lateral flow tests: a qualitative study of university students and staff. BMJ open. 2021;11(9):e053850.CrossRefPubMed Wanat M, Logan M, Hirst JA, Vicary C, Lee JJ, Perera R, et al. Perceptions on undertaking regular asymptomatic self-testing for COVID-19 using lateral flow tests: a qualitative study of university students and staff. BMJ open. 2021;11(9):e053850.CrossRefPubMed
29.
30.
go back to reference Stall NM, Wu W, Lapointe-Shaw L, Fisman DN, Hillmer MP, Rochon PA. Sex-specific differences in COVID-19 testing, cases and outcomes: a population-wide study in Ontario, Can medRxiv. 2020:2020.04.30.20086975. Stall NM, Wu W, Lapointe-Shaw L, Fisman DN, Hillmer MP, Rochon PA. Sex-specific differences in COVID-19 testing, cases and outcomes: a population-wide study in Ontario, Can medRxiv. 2020:2020.04.30.20086975.
31.
go back to reference Mullin S, Wang S, Morozova I, Berenson J, Asase N, Rodney DJ, et al. Testing communication concepts on COVID-19 contact tracing among Black and Latinx/Hispanic people in the United States. J Racial Ethnic Health Disparities. 2022;9(6):2300–16.CrossRef Mullin S, Wang S, Morozova I, Berenson J, Asase N, Rodney DJ, et al. Testing communication concepts on COVID-19 contact tracing among Black and Latinx/Hispanic people in the United States. J Racial Ethnic Health Disparities. 2022;9(6):2300–16.CrossRef
32.
go back to reference Turner-Musa J, Ajayi O, Kemp L, editors. Examining social determinants of health, stigma, and COVID-19 disparities. Healthcare: MDPI; 2020. Turner-Musa J, Ajayi O, Kemp L, editors. Examining social determinants of health, stigma, and COVID-19 disparities. Healthcare: MDPI; 2020.
33.
go back to reference Karmakar M, Lantz PM, Tipirneni R. Association of social and demographic factors with COVID-19 incidence and death rates in the US. JAMA Netw Open. 2021;4(1):e2036462.CrossRefPubMedPubMedCentral Karmakar M, Lantz PM, Tipirneni R. Association of social and demographic factors with COVID-19 incidence and death rates in the US. JAMA Netw Open. 2021;4(1):e2036462.CrossRefPubMedPubMedCentral
34.
go back to reference Liu T, Liang W, Zhong H, He J, Chen Z, He G, et al. Risk factors associated with COVID-19 infection: a retrospective cohort study based on contacts tracing. Emerg Microbes Infections. 2020;9(1):1546–53.CrossRef Liu T, Liang W, Zhong H, He J, Chen Z, He G, et al. Risk factors associated with COVID-19 infection: a retrospective cohort study based on contacts tracing. Emerg Microbes Infections. 2020;9(1):1546–53.CrossRef
35.
go back to reference Iyanda AE, Boakye KA, Lu Y, Oppong JR. Racial/ethnic heterogeneity and rural-urban disparity of COVID-19 case fatality ratio in the USA: a negative binomial and GIS-based analysis. J Racial Ethnic Health Disparities. 2022;9(2):708–21.CrossRef Iyanda AE, Boakye KA, Lu Y, Oppong JR. Racial/ethnic heterogeneity and rural-urban disparity of COVID-19 case fatality ratio in the USA: a negative binomial and GIS-based analysis. J Racial Ethnic Health Disparities. 2022;9(2):708–21.CrossRef
38.
go back to reference Mueller JT, McConnell K, Burow PB, Pofahl K, Merdjanoff AA, Farrell J. Impacts of the COVID-19 pandemic on rural America. Proceedings of the National Academy of Sciences. 2021;118(1):2019378118. Mueller JT, McConnell K, Burow PB, Pofahl K, Merdjanoff AA, Farrell J. Impacts of the COVID-19 pandemic on rural America. Proceedings of the National Academy of Sciences. 2021;118(1):2019378118.
39.
go back to reference Segel JE, Ross HI, Edwards JL, Braun KA, Davis LA. The unique challenges facing rural providers in the COVID-19 pandemic. Popul Health Manage. 2021;24(3):304–6.CrossRef Segel JE, Ross HI, Edwards JL, Braun KA, Davis LA. The unique challenges facing rural providers in the COVID-19 pandemic. Popul Health Manage. 2021;24(3):304–6.CrossRef
40.
go back to reference Huang Q, Jackson S, Derakhshan S, Lee L, Pham E, Jackson A, et al. Urban-rural differences in COVID-19 exposures and outcomes in the South: a preliminary analysis of South Carolina. PLoS ONE. 2021;16(2):e0246548.CrossRefPubMedPubMedCentral Huang Q, Jackson S, Derakhshan S, Lee L, Pham E, Jackson A, et al. Urban-rural differences in COVID-19 exposures and outcomes in the South: a preliminary analysis of South Carolina. PLoS ONE. 2021;16(2):e0246548.CrossRefPubMedPubMedCentral
41.
go back to reference Giannouchos TV, Li Z, Hung P, Li X, Olatosi B. Rural-urban disparities in hospital admissions and mortality among patients with COVID-19: evidence from South Carolina from 2021 to 2022. J Community Health. 2023:1–10. Giannouchos TV, Li Z, Hung P, Li X, Olatosi B. Rural-urban disparities in hospital admissions and mortality among patients with COVID-19: evidence from South Carolina from 2021 to 2022. J Community Health. 2023:1–10.
42.
go back to reference Haischer MH, Beilfuss R, Hart MR, Opielinski L, Wrucke D, Zirgaitis G, et al. Who is wearing a mask? Gender-, age-, and location-related differences during the COVID-19 pandemic. PLoS ONE. 2020;15(10):e0240785.CrossRefPubMedPubMedCentral Haischer MH, Beilfuss R, Hart MR, Opielinski L, Wrucke D, Zirgaitis G, et al. Who is wearing a mask? Gender-, age-, and location-related differences during the COVID-19 pandemic. PLoS ONE. 2020;15(10):e0240785.CrossRefPubMedPubMedCentral
43.
go back to reference Ameh GG, Njoku A, Inungu J, Younis M. Rural America and coronavirus epidemic: challenges and solutions. Eur J Environ Public Health. 2020;4(2):em0040.CrossRef Ameh GG, Njoku A, Inungu J, Younis M. Rural America and coronavirus epidemic: challenges and solutions. Eur J Environ Public Health. 2020;4(2):em0040.CrossRef
44.
go back to reference Ridgway JP, Schmitt J, Friedman E, Taylor M, Devlin S, McNulty M et al. HIV care continuum and COVID-19 outcomes among people living with HIV during the COVID-19 pandemic, Chicago, IL. AIDS and Behavior. 2020;24:2770-2. Ridgway JP, Schmitt J, Friedman E, Taylor M, Devlin S, McNulty M et al. HIV care continuum and COVID-19 outcomes among people living with HIV during the COVID-19 pandemic, Chicago, IL. AIDS and Behavior. 2020;24:2770-2.
45.
go back to reference Wang QQ, Kaelber DC, Xu R, Volkow ND. COVID-19 risk and outcomes in patients with substance use disorders: analyses from electronic health records in the United States. Mol Psychiatry. 2021;26(1):30–9.CrossRefPubMed Wang QQ, Kaelber DC, Xu R, Volkow ND. COVID-19 risk and outcomes in patients with substance use disorders: analyses from electronic health records in the United States. Mol Psychiatry. 2021;26(1):30–9.CrossRefPubMed
46.
go back to reference Rader B, Gertz A, Iuliano AD, Gilmer M, Wronski L, Astley CM, et al. Use of at-home covid-19 tests—United States, August 23, 2021–March 12, 2022. Morb Mortal Wkly Rep. 2022;71(13):489.CrossRef Rader B, Gertz A, Iuliano AD, Gilmer M, Wronski L, Astley CM, et al. Use of at-home covid-19 tests—United States, August 23, 2021–March 12, 2022. Morb Mortal Wkly Rep. 2022;71(13):489.CrossRef
Metadata
Title
COVID-19 Testing Among People with HIV: A Population Level Analysis Based on Statewide Data in South Carolina
Authors
Fanghui Shi
Jiajia Zhang
Xueying Yang
Haoyuan Gao
Shujie Chen
Sharon Weissman
Bankole Olatosi
Xiaoming Li
Publication date
18-12-2023
Publisher
Springer US
Published in
AIDS and Behavior
Print ISSN: 1090-7165
Electronic ISSN: 1573-3254
DOI
https://doi.org/10.1007/s10461-023-04244-4

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