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Cantu RM, Sanders SC, Turner GA, Snowden JN, Ingold A, Hartzell S, House S, Frederick D, Chalwadi UK, Siegel ER, Kennedy JL. Younger and rural children are more likely to be hospitalized for SARS-CoV-2 infections. PLoS One 2024; 19:e0308221. [PMID: 39356708 PMCID: PMC11446435 DOI: 10.1371/journal.pone.0308221] [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] [Received: 12/01/2023] [Accepted: 07/18/2024] [Indexed: 10/04/2024] Open
Abstract
PURPOSE To identify characteristics of SARS-CoV-2 infection that are associated with hospitalization in children initially evaluated in a Pediatric Emergency Department (ED). METHODS We identified cases of SARS-CoV-2 positive patients seen in the Arkansas Children's Hospital (ACH) ED or hospitalized between May 27, 2020, and April 28, 2022, using ICD-10 codes within the Pediatric Hospital Information System (PHIS) Database. We compared infection waves for differences in patient characteristics and used logistic regressions to examine which features led to a higher chance of hospitalization. FINDINGS We included 681 pre-Delta cases, 673 Delta cases, and 970 Omicron cases. Almost 17% of patients were admitted to the hospital. Compared to Omicron-infected children, pre-Delta and Delta-infected children were twice as likely hospitalized (OR = 2.2 and 2.0, respectively; p<0.0001). Infants under one year were >3 times as likely to be hospitalized than children ages 5-14 years regardless of wave (OR = 3.42; 95%CI = 2.36-4.94). Rural children were almost three times as likely than urban children to be hospitalized across all waves (OR = 2.73; 95%CI = 1.97-3.78). Finally, those with a complex condition had nearly a 15-fold increase in odds of admission (OR = 14.6; 95%CI = 10.6-20.0). CONCLUSIONS Children diagnosed during the pre-Delta or Delta waves were more likely to be hospitalized than those diagnosed during the Omicron wave. Younger and rural patients were more likely to be hospitalized regardless of the wave. We suspect lower vaccination rates and larger distances from medical care influenced higher hospitalization rates.
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Affiliation(s)
- Rebecca M. Cantu
- Division of Hospital Medicine, Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
- Arkansas Children’s Hospital, Little Rock, Arkansas, United States of America
| | - Sara C. Sanders
- Division of Hospital Medicine, Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
- Arkansas Children’s Hospital, Little Rock, Arkansas, United States of America
| | - Grace A. Turner
- Arkansas Children’s Research Institute, Little Rock, Arkansas, United States of America
| | - Jessica N. Snowden
- Arkansas Children’s Hospital, Little Rock, Arkansas, United States of America
- Arkansas Children’s Research Institute, Little Rock, Arkansas, United States of America
- Division of Infectious Diseases, Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
| | - Ashton Ingold
- Arkansas Children’s Research Institute, Little Rock, Arkansas, United States of America
| | - Susanna Hartzell
- Arkansas Children’s Research Institute, Little Rock, Arkansas, United States of America
| | - Suzanne House
- Arkansas Children’s Research Institute, Little Rock, Arkansas, United States of America
- Division of Allergy and Immunology, Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
| | - Dana Frederick
- Arkansas Children’s Research Institute, Little Rock, Arkansas, United States of America
- Division of Allergy and Immunology, Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
| | - Uday K. Chalwadi
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
| | - Eric R. Siegel
- Department of Biostatistics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
| | - Joshua L. Kennedy
- Arkansas Children’s Hospital, Little Rock, Arkansas, United States of America
- Arkansas Children’s Research Institute, Little Rock, Arkansas, United States of America
- Division of Allergy and Immunology, Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
- Division of Pulmonary and Critical Care Medicine, University of Arkansas for Medical Sciences Department of Internal Medicine, Little Rock, Arkansas, United States of America
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Aglipay M, Kwong JC, Colwill K, Gringas AC, Tuite A, Mamdani M, Keown-Stoneman C, Birken C, Maguire J. Seroprevalence of SARS-CoV-2 antibodies among children receiving primary care in Toronto, Ontario. CANADIAN JOURNAL OF PUBLIC HEALTH = REVUE CANADIENNE DE SANTE PUBLIQUE 2024:10.17269/s41997-024-00916-3. [PMID: 39168962 DOI: 10.17269/s41997-024-00916-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 06/17/2024] [Indexed: 08/23/2024]
Abstract
OBJECTIVE Characterizing the seroprevalence of SARS-CoV-2 antibodies in children is needed to optimize the COVID-19 public health response. We quantified the seroprevalence of SARS-CoV-2 infection-acquired antibodies and vaccine-acquired antibodies among children receiving primary care in Toronto, Canada. METHODS We conducted a longitudinal cohort study between January 2021 and November 2022 in healthy children aged 0-16 years receiving primary care in Toronto. The primary and secondary outcomes were seroprevalence of SARS-COV-2 infection-acquired antibodies and vaccine-acquired antibodies ascertained from finger-prick dried blood spots. Samples were tested using an enzyme-linked immunosorbent assay for antibodies to full-length spike trimer and nucleocapsid. We explored sociodemographic differences with Firth's penalized generalized estimating equations. RESULTS Of the 475 participants, 50.1% were girls and mean age was 6.4 years (SD = 3.2). We identified 103 children seropositive for infection-acquired antibodies, with a crude seroprevalence that rose from 2.6% (95%CI 1.39-4.92) from January to July 2021 to 50.7% (95%CI 39.5-61.8) by July to November 2022. Seroprevalence of vaccine-acquired antibodies was 45.2% by July to November 2022 (95%CI 34.3-56.58). No differences in sociodemographic factors (age, sex, income, or ethnicity) were identified for infection-acquired antibodies; however, children with vaccine-acquired antibodies were more likely to be older, have mothers with university education, and have mothers who had also been vaccinated. CONCLUSION Our results provide a benchmark for seroprevalence of SARS-CoV-2 antibodies in children in Toronto. Ongoing monitoring of the serological status of children is important, particularly with the emergence of new variants of concern, low vaccine coverage, and discontinuation of PCR testing.
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Affiliation(s)
- Mary Aglipay
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
| | - Jeffrey C Kwong
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Public Health Ontario, Toronto, Ontario, Canada
- Centre for Vaccine Preventable Diseases, University of Toronto, Toronto, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
- University Health Network, Toronto, Ontario, Canada
| | - Karen Colwill
- Lunenfeld-Tanenbaum Research Institute, Toronto, Ontario, Canada
| | | | - Ashleigh Tuite
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Muhammad Mamdani
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
| | - Charles Keown-Stoneman
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
| | - Catherine Birken
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- Department of Nutritional Sciences, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Child Health Evaluative Sciences, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
- Division of Pediatric Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Pediatrics, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Jonathon Maguire
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada.
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada.
- Department of Nutritional Sciences, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.
- Department of Pediatrics, St Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada.
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3
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Silverberg SL, Shulha HP, McMillan B, He G, Lee A, Márquez AC, Bartlett SR, Gill V, Abu-Raya B, Bettinger JA, Cabrera A, Coombs D, Gantt S, Goldfarb DM, Sauvé L, Krajden M, Morshed M, Sekirov I, Jassem AN, Sadarangani M. Factors associated with SARS-CoV-2 infection in unvaccinated children and young adults. BMC Infect Dis 2024; 24:91. [PMID: 38225625 PMCID: PMC10790408 DOI: 10.1186/s12879-023-08950-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Accepted: 12/24/2023] [Indexed: 01/17/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Pediatric COVID-19 cases are often mild or asymptomatic, which has complicated estimations of disease burden using existing testing practices. We aimed to determine the age-specific population seropositivity and risk factors of SARS-CoV-2 seropositivity among children and young adults during the pandemic in British Columbia (BC). METHODS We conducted two cross-sectional serosurveys: phase 1 enrolled children and adults < 25 years between November 2020-May 2021 and phase 2 enrolled children < 10 years between June 2021-May 2022 in BC. Participants completed electronic surveys and self-collected finger-prick dried blood spot (DBS) samples. Samples were tested for immunoglobulin G antibodies against ancestral spike protein (S). Descriptive statistics from survey data were reported and two multivariable analyses were conducted to evaluate factors associated with seropositivity. RESULTS A total of 2864 participants were enrolled, of which 95/2167 (4.4%) participants were S-seropositive in phase 1 across all ages, and 61/697 (8.8%) unvaccinated children aged under ten years were S-seropositive in phase 2. Overall, South Asian participants had a higher seropositivity than other ethnicities (13.5% vs. 5.2%). Of 156 seropositive participants in both phases, 120 had no prior positive SARS-CoV-2 test. Young infants and young adults had the highest reported seropositivity rates (7.0% and 7.2% respectively vs. 3.0-5.6% across other age groups). CONCLUSIONS SARS-CoV-2 seropositivity among unvaccinated children and young adults was low in May 2022, and South Asians were disproportionately infected. This work demonstrates the need for improved diagnostics and reporting strategies that account for age-specific differences in pandemic dynamics and acceptability of testing mechanisms.
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Affiliation(s)
- Sarah L Silverberg
- Vaccine Evaluation Center, BC Children's Hospital Research Institute, 950 West 28th Ave Vancouver, V5Z 4H4, Vancouver, BC, Canada
- Division of Infectious Diseases, Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - Hennady P Shulha
- Vaccine Evaluation Center, BC Children's Hospital Research Institute, 950 West 28th Ave Vancouver, V5Z 4H4, Vancouver, BC, Canada
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Brynn McMillan
- Vaccine Evaluation Center, BC Children's Hospital Research Institute, 950 West 28th Ave Vancouver, V5Z 4H4, Vancouver, BC, Canada
- Experimental Medicine Program, Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Guanyuhui He
- Vaccine Evaluation Center, BC Children's Hospital Research Institute, 950 West 28th Ave Vancouver, V5Z 4H4, Vancouver, BC, Canada
| | - Amy Lee
- Vaccine Evaluation Center, BC Children's Hospital Research Institute, 950 West 28th Ave Vancouver, V5Z 4H4, Vancouver, BC, Canada
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Ana Citlali Márquez
- Public Health Laboratory, BC Centre for Disease Control, Vancouver, BC, Canada
| | - Sofia R Bartlett
- Public Health Laboratory, BC Centre for Disease Control, Vancouver, BC, Canada
| | - Vivek Gill
- Vaccine Evaluation Center, BC Children's Hospital Research Institute, 950 West 28th Ave Vancouver, V5Z 4H4, Vancouver, BC, Canada
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Bahaa Abu-Raya
- Vaccine Evaluation Center, BC Children's Hospital Research Institute, 950 West 28th Ave Vancouver, V5Z 4H4, Vancouver, BC, Canada
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Julie A Bettinger
- Vaccine Evaluation Center, BC Children's Hospital Research Institute, 950 West 28th Ave Vancouver, V5Z 4H4, Vancouver, BC, Canada
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Adriana Cabrera
- Vaccine Evaluation Center, BC Children's Hospital Research Institute, 950 West 28th Ave Vancouver, V5Z 4H4, Vancouver, BC, Canada
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Daniel Coombs
- Department of Mathematics, University of British Columbia, Vancouver, BC, Canada
| | - Soren Gantt
- Vaccine Evaluation Center, BC Children's Hospital Research Institute, 950 West 28th Ave Vancouver, V5Z 4H4, Vancouver, BC, Canada
- Centre de Recherche du CHU Sainte-Justine, Montreal, QC, Canada
| | - David M Goldfarb
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Laura Sauvé
- Vaccine Evaluation Center, BC Children's Hospital Research Institute, 950 West 28th Ave Vancouver, V5Z 4H4, Vancouver, BC, Canada
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Mel Krajden
- Public Health Laboratory, BC Centre for Disease Control, Vancouver, BC, Canada
| | - Muhammad Morshed
- Public Health Laboratory, BC Centre for Disease Control, Vancouver, BC, Canada
| | - Inna Sekirov
- Public Health Laboratory, BC Centre for Disease Control, Vancouver, BC, Canada
| | - Agatha N Jassem
- Public Health Laboratory, BC Centre for Disease Control, Vancouver, BC, Canada
| | - Manish Sadarangani
- Vaccine Evaluation Center, BC Children's Hospital Research Institute, 950 West 28th Ave Vancouver, V5Z 4H4, Vancouver, BC, Canada.
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada.
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4
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Bohn MK, Steele S, Adeli K. SARS-CoV-2 serology in pediatrics: Seroprevalence studies in unvaccinated children and humoral antibody response post vaccination. Clin Biochem 2023; 119:110630. [PMID: 37549823 DOI: 10.1016/j.clinbiochem.2023.110630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 08/02/2023] [Accepted: 08/04/2023] [Indexed: 08/09/2023]
Abstract
BACKGROUND Humoral response against SARS-CoV-2 is increasingly accepted as the central correlate of immune protection. Recent pediatric seroprevalence data are extremely limited. Significant knowledge gaps also exist in immune response to mRNA SARS-CoV-2 vaccination in children. As children demonstrate distinct response to naïve infection relative to adults, it is essential to investigate age-specific differences in seroprevalence and antibody response to SARS-CoV-2 vaccination. METHODS Seroprevalence was assessed through two cross-sectional serosurveys prior to COVID-19 vaccination approval in children <5 years using residual patient specimens (n = 2902). To assess antibody response post-vaccination, 842 participants (580 children, 262 adults) were prospectively recruited with informed consent. Participation required completion of a health questionnaire and blood donation. Samples were collected at varying times post-vaccination and assayed using the Abbott AdviseDx SARS-CoV-2 IgG II and DiaSorin LIAISON SARS-CoV-2 TrimericS IgG assays. RESULTS Significant increases in seroprevalence were observed between the first and second serosurveys in unvaccinated children <6 months to 5 years (38-75%). In the prospective vaccination cohort, serokinetic response decreased with time post-dose of an mRNA vaccine. Measured IgG titres were significantly higher in children relative to adults across all time points. CONCLUSIONS This is the largest evaluation of quantitative SARS-CoV-2 antibody assays in a cohort of Canadian children, adolescents, and adults. Findings suggest high rates of SARS-CoV-2 exposure among unvaccinated young children in the Toronto community. Additional data supports children have higher antibody titres relative to adults post-vaccination.
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Affiliation(s)
- Mary Kathryn Bohn
- CALIPER Program, Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, ON, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Shannon Steele
- CALIPER Program, Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, ON, Canada
| | - Khosrow Adeli
- CALIPER Program, Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, ON, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada.
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5
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Allen JL, Amick BC, Williams ML, Kennedy JL, Boehme KW, Forrest JC, Primack B, Sides EA, Nembhard WN, Gardner SF, Snowden JN, James LP, Olgaard E, Gandy J. A longitudinal study of SARS-CoV-2 antibody seroprevalence and mitigation behaviors among college students at an Arkansas University. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2023:1-10. [PMID: 37289962 DOI: 10.1080/07448481.2023.2217456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 03/29/2023] [Accepted: 05/19/2023] [Indexed: 06/10/2023]
Abstract
Objective: Assess university students' SARS-CoV-2 antibody seroprevalence and mitigation behaviors over time. Participants: Randomly selected college students (N = 344) in a predominantly rural Southern state. Methods: Participants provided blood samples and completed self-administered questionnaires at three timepoints over the academic year. Adjusted odds ratios and 95% confidence intervals were estimated from logistic regression analyses. Results: SARS-CoV-2 antibody seroprevalence was 18.2% in September 2020, 13.1% in December, and 45.5% in March 2021 (21% for those with no vaccination history). SARS-CoV-2 antibody seroprevalence was associated with large social gatherings, staying local during the summer break, symptoms of fatigue or rhinitis, Greek affiliation, attending Greek events, employment, and using social media as the primary COVID-19 information source. In March 2021, seroprevalence was associated with receiving at least one dose of a COVID-19 vaccination. Conclusion: SARS-CoV-2 seroprevalence was higher in this population of college students than previous studies. Results can assist leaders in making informed decisions as new variants threaten college campuses.
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Affiliation(s)
- Jaimi L Allen
- Department of Epidemiology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Benjamin C Amick
- Department of Epidemiology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Mark L Williams
- Department of Health Behavior and Health Education, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Joshua L Kennedy
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
- Department of Internal Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
- Arkansas Children's Research Institute, Little Rock, Arkansas, USA
| | - Karl W Boehme
- Department of Microbiology & Immunology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
- Centre for Microbial Pathogenesis and Host Inflammatory Responses, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - J Craig Forrest
- Department of Microbiology & Immunology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Brian Primack
- Department of Public Health and Medicine, University of Arkansas, Fayetteville, Arkansas, USA
| | - Erica Ashley Sides
- Translational Research Institute, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Wendy N Nembhard
- Department of Epidemiology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Stephanie F Gardner
- College of Pharmacy, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Jessica N Snowden
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
- Arkansas Children's Research Institute, Little Rock, Arkansas, USA
| | - Laura P James
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
- Translational Research Institute, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Ericka Olgaard
- Department of Pathology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Jay Gandy
- Department of Environmental Health, University of Arkansas for Medical Sciences, Fayetteville, Arkansas, USA
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McElfish PA, Liston R, Smith V, Norris AK, Weaver J, Dickson SM, Macechko MD, Brimberry RK, Lemdja MR, Middleton TL, Nix MW, Irish-Clardy KA, Meredith-Neve SM, Kennedy JL, James LP. Rural Research Network to engage rural and minority community members in translational research. J Clin Transl Res 2023; 9:115-122. [PMID: 37179792 PMCID: PMC10171320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 01/30/2023] [Accepted: 03/02/2023] [Indexed: 05/15/2023] Open
Abstract
Background To address the high prevalence of health disparities and lack of research opportunities among rural and minority communities, the University of Arkansas for Medical Sciences (UAMS) developed the Rural Research Network in January 2020. Aim The aim of this report is to describe our process and progress in developing a rural research network. The Rural Research Network provides a platform to expand research participation opportunities to rural Arkansans, many of whom are older adults, low-income individuals, and underrepresented minority populations. Methods The Rural Research Network leverages existing UAMS Regional Programs family medicine residency clinics within an academic medical center. Results Since the inception of the Rural Research Network, research infrastructure and processes have been built within the regional sites. Twelve diverse studies have been implemented with recruitment and data collection from 9248 participants, and 32 manuscripts have been published with residents and faculty from the regional sites. Most studies were able to recruit Black/African American participants at or above a representative sample. Conclusions As the Rural Research Network matures, the types of research will expand in parallel with the health priorities of Arkansas. Relevance to Patients The Rural Research Network demonstrates how Cancer Institutes and sites funded by a Clinical and Translational Science Award can collaborate to expand research capacity and increase opportunities for research among rural and minority communities.
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Affiliation(s)
- Pearl A. McElfish
- University of Arkansas for Medical Sciences Northwest, Springdale, AR, United States of America
| | - Robin Liston
- University of Arkansas for Medical Sciences, Little Rock, AR, United States of America
| | - Veronica Smith
- University of Arkansas for Medical Sciences, Little Rock, AR, United States of America
| | - Amber K. Norris
- University of Arkansas for Medical Sciences East, Helena-West Helena, AR, United States of America
| | - Jordan Weaver
- University of Arkansas for Medical Sciences North Central, Batesville, AR, United States of America
| | - Scott M. Dickson
- University of Arkansas for Medical Sciences Northeast, Jonesboro, AR, United States of America
| | - Michael D. Macechko
- University of Arkansas for Medical Sciences Northwest, Fayetteville, AR, United States of America
| | - Ronald K. Brimberry
- University of Arkansas for Medical Sciences Northwest, Fayetteville, AR, United States of America
| | - Mimo R. Lemdja
- University of Arkansas for Medical Sciences South, Magnolia, AR, United States of America
| | - Toni L. Middleton
- University of Arkansas for Medical Sciences South Central, Pine Bluff, AR, United States of America
| | - Matthew W. Nix
- University of Arkansas for Medical Sciences Southwest, Texarkana, AR, United States of America
| | | | | | - Joshua L. Kennedy
- University of Arkansas for Medical Sciences, Little Rock, AR, United States of America
| | - Laura P. James
- University of Arkansas for Medical Sciences, Little Rock, AR, United States of America
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7
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Cantu RM, Sanders SC, Turner GA, Snowden JN, Ingold A, Hartzell S, House S, Frederick D, Chalwadi UK, Siegel ER, Kennedy JL. Younger and Rural Children are More Likely to be Hospitalized for SARS-CoV-2 Infections. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.03.29.23287924. [PMID: 37034695 PMCID: PMC10081401 DOI: 10.1101/2023.03.29.23287924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/30/2023]
Abstract
Purpose To identify characteristics of SARS-CoV-2 infection that are associated with hospitalization in children initially evaluated in a Pediatric Emergency Department (ED). Methods We identified cases of SARS-CoV-2 positive patients seen in the Arkansas Children's Hospital (ACH) ED or hospitalized between May 27, 2020, and April 28, 2022 using ICD-10 codes within the Pediatric Hospital Information System (PHIS) Database. We compared infection waves for differences in patient characteristics, and used logistic regressions to examine which characteristics led to a higher chance of hospitalization. Findings We included 681 pre-Delta cases, 673 Delta cases, and 970 Omicron cases. Almost 17% of patients were admitted to the hospital. Compared to Omicron infected children, pre-Delta and Delta infected children were twice as likely to be hospitalized (OR=2.2 and 2.0, respectively; p<0.0001). Infants less than 1 year of age were >3 times as likely to be hospitalized than children ages 5-14 years regardless of wave (OR=3.42; 95%CI=2.36-4.94). Rural children were almost 3 times as likely than urban children to be hospitalized across all waves (OR=2.73; 95%CI=1.97-3.78). Finally, those with a complex condition had nearly a 15-fold increase in odds of admission (OR=14.6; 95%CI=10.6-20.0). Conclusions Children diagnosed during the pre-Delta or Delta waves were more likely to be hospitalized than those diagnosed during the Omicron wave. Younger and rural patients were more likely to be hospitalized regardless of wave. We suspect lower vaccination rates and larger distances from medical care influenced higher hospitalization rates.
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Affiliation(s)
- Rebecca M. Cantu
- University of Arkansas for Medical Sciences, Department of Pediatrics, Little Rock, AR
- Arkansas Children’s Hospital, Little Rock, AR
| | - Sara C. Sanders
- University of Arkansas for Medical Sciences, Department of Pediatrics, Little Rock, AR
- Arkansas Children’s Hospital, Little Rock, AR
| | | | - Jessica N. Snowden
- University of Arkansas for Medical Sciences, Department of Pediatrics, Little Rock, AR
- Arkansas Children’s Hospital, Little Rock, AR
- Arkansas Children’s Research Institute, Little Rock, AR
- University of Arkansas for Medical Sciences, Department of Biostatistics, Little Rock, AR
| | - Ashton Ingold
- Arkansas Children’s Research Institute, Little Rock, AR
| | | | - Suzanne House
- University of Arkansas for Medical Sciences, Department of Pediatrics, Little Rock, AR
- Arkansas Children’s Hospital, Little Rock, AR
| | - Dana Frederick
- University of Arkansas for Medical Sciences, Department of Pediatrics, Little Rock, AR
- Arkansas Children’s Research Institute, Little Rock, AR
| | - Uday K. Chalwadi
- University of Arkansas for Medical Sciences, Department of Pediatrics, Little Rock, AR
| | - Eric R. Siegel
- University of Arkansas for Medical Sciences, Department of Biostatistics, Little Rock, AR
| | - Joshua L. Kennedy
- University of Arkansas for Medical Sciences, Department of Pediatrics, Little Rock, AR
- Arkansas Children’s Hospital, Little Rock, AR
- Arkansas Children’s Research Institute, Little Rock, AR
- University of Arkansas for Medical Sciences Department of Internal Medicine, Little Rock, AR
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8
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Riesenhuber M, Nitsche C, Binder CJ, Schernhammer ES, Stamm T, Jakse F, Anwari E, Hamidi F, Haslacher H, Perkmann T, Hengstenberg C, Zelniker TA. Comparison of the prevalence of SARS-CoV-2 nucleoprotein antibodies in healthcare workers and an unselected adult and paediatric all-comer patient population: insights from a longitudinal study of healthcare workers and concurrent serial cross-sectional studies of patients at an academic medical centre in Austria. BMJ Open 2023; 13:e063760. [PMID: 36657754 PMCID: PMC9852740 DOI: 10.1136/bmjopen-2022-063760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 12/27/2022] [Indexed: 01/20/2023] Open
Abstract
OBJECTIVES This study aimed to estimate and compare the prevalence of the virus-specific antibodies against the SARS-CoV-2 nucleoprotein antigen (anti-SARS-CoV-2 N) in healthcare workers and an all-comer paediatric and adult patient population. DESIGN, SETTING AND PARTICIPANTS A longitudinal study enrolling healthcare professionals and concurrent serial cross-sectional studies of unselected all-comer patients were conducted at an Austrian academic medical centre. Healthcare workers were tested at enrolment and after 1, 2, 3, 6 and 12 months. The cross-sectional studies in patients were conducted at three time periods, which roughly coincided with the times after the first, second and third wave of SARS-CoV-2 in Austria (ie, 24 August-7 September 2020; 8-22 February 2021 and 9-23 November 2021). Anti-SARS-CoV-2 N antibodies were measured using a sandwich electrochemiluminescence assay (Roche). RESULTS In total, 2735 and 9275 samples were measured in 812 healthcare workers (median age: 40 years, 78% female) and 8451 patients (median age: 55 years, 52% female), respectively. Over the entire study period, anti-SARS-CoV-2 N antibodies were detected in 98 of 812 healthcare workers, resulting in a seroprevalence of 12.1% (95% CI 10.0% to 14.5%), which did not differ significantly (p=0.63) from that of the all-comer patient population at the end of the study period (407/3184; 12.8%, 95% CI 11.7% to 14.0%). The seroprevalence between healthcare workers and patients did not differ significantly at any time and was 1.5-fold to 2-fold higher than the number of confirmed cases in Austria throughout the pandemic. In particular, there was no significant difference in the seroprevalence between paediatric and adult patients at any of the tested time periods. CONCLUSION Throughout the pandemic, healthcare staff and an adult and paediatric all-comer patient population had similar exposure to SARS-CoV-2. TRIAL REGISTRATION NUMBER ClinicalTrials.gov Identifier: NCT04407429.
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Affiliation(s)
- Martin Riesenhuber
- Department of Internal Medicine II, Division of Cardiology, Medical University of Vienna, Wien, Austria
| | - Christian Nitsche
- Department of Internal Medicine II, Division of Cardiology, Medical University of Vienna, Wien, Austria
| | - Christoph J Binder
- Department of Laboratory Medicine, Medical University of Vienna, Wien, Austria
| | - Eva S Schernhammer
- Department of Epidemiology, Center for Public Health, Medical University of Vienna, Wien, Austria
| | - Tanja Stamm
- Institute for Outcomes Research, Center for Medical Data Science, Medical University of Vienna, Vienna, Austria
| | - Friedrich Jakse
- Department of Internal Medicine II, Division of Cardiology, Medical University of Vienna, Wien, Austria
| | - Elaaha Anwari
- Department of Internal Medicine II, Division of Cardiology, Medical University of Vienna, Wien, Austria
| | - Fardin Hamidi
- Department of Internal Medicine II, Division of Cardiology, Medical University of Vienna, Wien, Austria
| | - Helmuth Haslacher
- Department of Laboratory Medicine, Medical University of Vienna, Wien, Austria
| | - Thomas Perkmann
- Department of Laboratory Medicine, Medical University of Vienna, Wien, Austria
| | - Christian Hengstenberg
- Department of Internal Medicine II, Division of Cardiology, Medical University of Vienna, Wien, Austria
| | - Thomas A Zelniker
- Department of Internal Medicine II, Division of Cardiology, Medical University of Vienna, Wien, Austria
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Frutos AM, Kuan G, Lopez R, Ojeda S, Shotwell A, Sanchez N, Saborio S, Plazaola M, Barilla C, Kenah E, Balmaseda A, Gordon A. Infection-induced immunity is associated with protection against SARS-CoV-2 infection, but not decreased infectivity during household transmission. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2022:2022.10.10.22280915. [PMID: 36263069 PMCID: PMC9580390 DOI: 10.1101/2022.10.10.22280915] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
Background Understanding the impact of infection-induced immunity on SARS-CoV-2 transmission will provide insight into the transition of SARS-CoV-2 to endemicity. Here we estimate the effects of prior infection induced immunity and children on SARS-CoV-2 transmission in households. Methods We conducted a household cohort study between March 2020-June 2022 in Managua, Nicaragua where when one household member tests positive for SARS-CoV-2, household members are closely monitored for SARS-CoV-2 infection. Using a pairwise survival model, we estimate the association of infection period, age, symptoms, and infection-induced immunity with secondary attack risk. Results Overall transmission occurred in 72.4% of households, 42% of household contacts were infected and the secondary attack risk was 13.0% (95% CI: 11.7, 14.6). Prior immunity did not impact the probability of transmitting SARS-CoV-2. However, participants with pre-existing infection-induced immunity were half as likely to be infected compared to naïve individuals (RR 0.53, 95% CI: 0.39, 0.72), but this reduction was not observed in children. Likewise, symptomatic infected individuals were more likely to transmit (RR 24.4, 95% CI: 7.8, 76.1); however, symptom presentation was not associated with infectivity of young children. Young children were less likely to transmit SARS-CoV-2 than adults. During the omicron era, infection-induced immunity remained protective against infection. Conclusions Infection-induced immunity is associated with protection against infection for adults and adolescents. While young children are less infectious, prior infection and asymptomatic presentation did not reduce their infectivity as was seen in adults. As SARS-CoV-2 transitions to endemicity, children may become more important in transmission dynamics. Article summary Infection-induced immunity protects against SARS-CoV-2 infection for adolescents and adults; however, there was no protection in children. Prior immunity in an infected individual did not impact the probability they will spread SARS-CoV-2 in a household setting.
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Affiliation(s)
- Aaron M Frutos
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Guillermina Kuan
- Health Center Sócrates Flores Vivas, Ministry of Health, Managua, Nicaragua
- Sustainable Sciences Institute, Managua, Nicaragua
| | - Roger Lopez
- Laboratorio Nacional de Virología, Centro Nacional de Diagnóstico y Referencia, Ministry of Health, Managua, Nicaragua
- Sustainable Sciences Institute, Managua, Nicaragua
| | - Sergio Ojeda
- Sustainable Sciences Institute, Managua, Nicaragua
| | - Abigail Shotwell
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Nery Sanchez
- Sustainable Sciences Institute, Managua, Nicaragua
| | - Saira Saborio
- Laboratorio Nacional de Virología, Centro Nacional de Diagnóstico y Referencia, Ministry of Health, Managua, Nicaragua
- Sustainable Sciences Institute, Managua, Nicaragua
| | | | | | - Eben Kenah
- Biostatistics Division, College of Public Health, The Ohio State University, Columbus, OH, USA
| | - Angel Balmaseda
- Laboratorio Nacional de Virología, Centro Nacional de Diagnóstico y Referencia, Ministry of Health, Managua, Nicaragua
- Sustainable Sciences Institute, Managua, Nicaragua
| | - Aubree Gordon
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
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10
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Cross-sectional seroprevalence surveys of SARS-CoV-2 antibodies in children in Germany, June 2020 to May 2021. Nat Commun 2022; 13:3128. [PMID: 35668073 PMCID: PMC9170697 DOI: 10.1038/s41467-022-30482-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Accepted: 04/28/2022] [Indexed: 01/04/2023] Open
Abstract
The rate of SARS-CoV-2 infections in children remains unclear due to many asymptomatic cases. We present a study of cross-sectional seroprevalence surveys of anti-SARS-CoV-2 IgG in 10,358 children recruited in paediatric hospitals across Germany from June 2020 to May 2021. Seropositivity increased from 2.0% (95% CI 1.6, 2.5) to 10.8% (95% CI 8.7, 12.9) in March 2021 with little change up to May 2021. Rates increased by migrant background (2.8%, 4.4% and 7.8% for no, one and two parents born outside Germany). Children under three were initially 3.6 (95% CI 2.3, 5.7) times more likely to be seropositive with levels equalising later. The ratio of seropositive cases per recalled infection decreased from 8.6 to 2.8. Since seropositivity exceeds the rate of recalled infections considerably, serologic testing may provide a more valid estimate of infections, which is required to assess both the spread and the risk for severe outcomes of SARS-CoV-2 infections. Children are less likely to be infected with SARS-CoV-2 and develop less severe disease than adults, which makes estimation of infection rates challenging. Here, the authors conduct seroprevalence surveys of children in Germany, describe changes in prevalence over time, and identify risk factors for infection.
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11
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Wilkins H, Jastaniah E, Spray B, Forrest JC, Boehme KW, Kirkpatrick C, Boyanton BL, Spiro DM, Crawley L, Quang L, Kennedy JL. Seroprevalence of SARS‐CoV‐2 antibodies in front‐line pediatric health care workers. J Am Coll Emerg Physicians Open 2022; 3:e12743. [PMID: 35601650 PMCID: PMC9110875 DOI: 10.1002/emp2.12743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2021] [Revised: 03/26/2022] [Accepted: 04/29/2022] [Indexed: 11/22/2022] Open
Abstract
Objective The goal of this study was to determine the prevalence of SARS‐CoV‐2 infections in pediatric front‐line health care workers (HCWs) using SARS‐CoV‐2 serum antibodies as an indicator of infection. Methods In this cross‐sectional study, we collected blood samples and survey responses from HCWs in a 38‐bed pediatric emergency department. Serum antibodies to SARS‐CoV‐2 (IgM and/or IgG) were measured using a 2‐step enzyme‐linked immunosorbent assay (ELISA) to detect antibodies against the Spike protein receptor binding domain (RBD), the ectodomain of Spike (S), and the nucleoprotein (N). Results We collected survey responses and serum samples from 54 pediatric front‐line HCWs from October 2020 through April 2021. Among the 29 unvaccinated HCWs, 4 (13.7%) had antibodies to SARS‐CoV‐2. For the 25 vaccinated HCWs, 10 (40%) were seropositive; 3 were <10 days from the first vaccine dose and 7 were ≥10 days after the first dose. Two of the 10 seropositive vaccines had a prior positive reverse transcription polymerase chain reaction test. Individuals ≥10 days from receiving the first vaccine dose were 37.5 (95% CI: 3.5–399.3) times more likely to have SARS‐CoV‐2 antibodies than unvaccinated individuals or those <10 days from first vaccine dose. Conclusions Evidence of widespread SARS‐CoV‐2 infections was not found in unvaccinated front‐line HCWs from a pediatric ED as of April 2021. Future work will be required to determine the reasons underlying the lower SARS‐CoV‐2 antibody prevalence compared to adult HCWs.
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Affiliation(s)
- Hannah Wilkins
- Department of Pediatrics Division of Pediatric Emergency Medicine College of Medicine University of Arkansas for Medical Sciences Little Rock Arkansas USA
| | - Ebaa Jastaniah
- Department of Pediatrics Division of Pediatric Emergency Medicine College of Medicine University of Arkansas for Medical Sciences Little Rock Arkansas USA
| | - Beverly Spray
- Arkansas Children's Research Institute Little Rock Arkansas USA
| | - James C. Forrest
- Department of Microbiology & Immunology College of Medicine University of Arkansas for Medical Sciences Little Rock Arkansas USA
- Winthrop P. Rockefeller Cancer Institute University of Arkansas for Medical Sciences Little Rock Arkansas USA
- Center for Microbial Pathogenesis and Host Inflammatory Responses Little Rock Arkansas USA
| | - Karl W. Boehme
- Department of Microbiology & Immunology College of Medicine University of Arkansas for Medical Sciences Little Rock Arkansas USA
- Winthrop P. Rockefeller Cancer Institute University of Arkansas for Medical Sciences Little Rock Arkansas USA
- Center for Microbial Pathogenesis and Host Inflammatory Responses Little Rock Arkansas USA
| | | | - Bobby L. Boyanton
- Department of Pathology and Laboratory Medicine College of Medicine University of Arkansas for Medical Sciences Little Rock AR USA
| | - David M. Spiro
- Department of Pediatrics Division of Pediatric Emergency Medicine College of Medicine University of Arkansas for Medical Sciences Little Rock Arkansas USA
| | - Lee Crawley
- Arkansas Children's Research Institute Little Rock Arkansas USA
| | - Lawrence Quang
- Department of Pediatrics Division of Pediatric Emergency Medicine College of Medicine University of Arkansas for Medical Sciences Little Rock Arkansas USA
| | - Joshua L. Kennedy
- Arkansas Children's Research Institute Little Rock Arkansas USA
- Department of Pediatrics Division of Allergy and Immunology College of Medicine University of Arkansas for Medical Sciences Little Rock Arkansas USA
- Department of Internal Medicine Division of Pulmonary and Critical Care Medicine College of Medicine University of Arkansas for Medical Sciences Little Rock Arkansas USA
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12
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Kennedy JL, Forrest JC, Young SG, Amick B, Williams M, James L, Snowden J, Cardenas VM, Boothe D, Kirkpatrick C, Modi Z, Caid K, Owens S, Kouassi M, Mann R, Putt C, Irish-Clardy K, Macechko M, Brimberry RK, Nembhard WN, McElfish PA, Du R, Jin J, Zohoori N, Kothari A, Hagrass H, Olgaard E, Boehme KW. Temporal Variations in Seroprevalence of Severe Acute Respiratory Syndrome Coronavirus 2 Infections by Race and Ethnicity in Arkansas. Open Forum Infect Dis 2022; 9:ofac154. [PMID: 35493126 PMCID: PMC9045955 DOI: 10.1093/ofid/ofac154] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 03/22/2022] [Indexed: 01/19/2023] Open
Abstract
Background The aim of this study was to estimate severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection rates in the small rural state of Arkansas, using SARS-CoV-2 antibody prevalence as an indicator of infection. Methods We collected residual serum samples from adult outpatients seen at hospitals or clinics in Arkansas for non-coronavirus disease 2019 (COVID-19)-related reasons. A total of 5804 samples were identified over 3 time periods: 15 August-5 September 2020 (time period 1), 12 September-24 October 2020 (time period 2), and 7 November-19 December 2020 (time period 3). Results The age-, sex-, race-, and ethnicity-standardized SARS-CoV-2 seroprevalence during each period, from 2.6% in time period 1 to 4.1% in time period 2 and 7.4% in time period 3. No statistically significant difference in seroprevalence was found based on age, sex, or residence (urban vs rural). However, we found higher seroprevalence rates in each time period for Hispanics (17.6%, 20.6%, and 23.4%, respectively) and non-Hispanic Blacks (4.8%, 5.4%, and 8.9%, respectively) relative to non-Hispanic Whites (1.1%, 2.6%, and 5.5%, respectively). Conclusions Our data imply that the number of Arkansas residents infected with SARS-CoV-2 rose steadily from 2.6% in August to 7.4% in December 2020. There was no statistical difference in seroprevalence between rural and urban locales. Hispanics and Blacks had higher rates of SARS-CoV-2 antibodies than Whites, indicating that SARS-CoV-2 spread disproportionately in racial and ethnic minorities during the first year of the COVID-19 pandemic.
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Affiliation(s)
- Joshua L Kennedy
- Department of Pediatrics, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
- Department of Internal Medicine, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
- Arkansas Children’s Research Institute, Little Rock, Arkansas, USA
| | - J Craig Forrest
- Department of Microbiology and Immunology, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
- Center for Microbial Pathogenesis and Host Inflammatory Responses, Little Rock, Arkansas, USA
| | - Sean G Young
- Department of Environmental and Occupational Health, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Benjamin Amick
- Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Mark Williams
- Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Laura James
- Department of Pediatrics, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Jessica Snowden
- Department of Pediatrics, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Victor M Cardenas
- Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Danielle Boothe
- Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | | | - Zeel Modi
- Department of Internal Medicine, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Katherine Caid
- Department of Internal Medicine, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Shana Owens
- Department of Microbiology and Immunology, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Marianne Kouassi
- Department of Microbiology and Immunology, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Ryan Mann
- Department of Microbiology and Immunology, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Claire Putt
- Department of Pediatrics, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Katherine Irish-Clardy
- Integrated Clinical Enterprise, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Michael Macechko
- Department of Family Medicine and Preventative Services, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Ronald K Brimberry
- Department of Family Medicine and Preventative Services, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Wendy N Nembhard
- Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Pearl A McElfish
- Department of Internal Medicine, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Ruofei Du
- Department of Biostatistics, College of Public Health, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Jing Jin
- Department of Biostatistics, College of Public Health, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Namvar Zohoori
- Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
- Arkansas Department of Health, Little Rock, Arkansas, USA
| | - Atul Kothari
- Department of Internal Medicine, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
- Arkansas Department of Health, Little Rock, Arkansas, USA
- Department of Bioinformatics, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Hoda Hagrass
- Department of Pathology, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Ericka Olgaard
- Department of Pathology, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Karl W Boehme
- Department of Microbiology and Immunology, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
- Center for Microbial Pathogenesis and Host Inflammatory Responses, Little Rock, Arkansas, USA
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