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Robb K, Ahmed R, Wong J, Ladd E, de Jong J. Substandard housing and the risk of COVID-19 infection and disease severity: A retrospective cohort study. SSM Popul Health 2024; 25:101629. [PMID: 38384433 PMCID: PMC10879830 DOI: 10.1016/j.ssmph.2024.101629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 02/08/2024] [Accepted: 02/13/2024] [Indexed: 02/23/2024] Open
Abstract
In this study we examine associations between substandard housing and the risk of COVID-19 infection and severity during the first year of the pandemic by linking individual-level housing and clinical datasets. Residents of Chelsea, Massachusetts who were tested for COVID-19 at any Mass General Brigham testing site and who lived at a property that had received a city housing inspection were included (N = 2873). Chelsea is a densely populated city with a high prevalence of substandard housing. Inspected properties with housing code violations were considered substandard; inspected properties without violations were considered adequate. COVID-19 infection was defined as any positive PCR test, and severe disease defined as hospitalization with COVID-19. We used a propensity score design to match individuals on variables including age, race, sex, and income. In the severity model, we also matched on ten comorbidities. We estimated the risk of COVID-19 infection and severity associated with substandard housing using Cox Proportional Hazards models for lockdown, the first phase of reopening, and the full study period. In our sample, 32% (919/2873) of individuals tested positive for COVID-19 and 5.9% (135/2297) had severe disease. During lockdown, substandard housing was associated with a 48% increased risk of COVID-19 infection (95%CI 1.1-2.0, p = 0.006). Through Phase 1 reopening, substandard housing was associated with a 39% increased infection risk (95%CI 1.1-1.8, p = 0.020). The difference in risk attenuated over the full study period. There was no difference in severe disease risk between the two groups. The increased risk, observed only during lockdown and early reopening - when residents were most exposed to their housing - strengthens claims that substandard housing conveys higher infection risk. The results demonstrate the value of combining cross-sector datasets. Existing city housing data can be leveraged 1) to identify and prioritize high-risk areas for future pandemic response, and 2) for longer-term housing solutions.
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Affiliation(s)
- Katharine Robb
- Bloomberg Center for Cities, Harvard Kennedy School, Cambridge, MA, USA
| | - Rowana Ahmed
- Bloomberg Center for Cities, Harvard Kennedy School, Cambridge, MA, USA
| | - John Wong
- School of Nursing, MGH Institute of Health Professions, Boston, MA, USA
| | - Elissa Ladd
- School of Nursing, MGH Institute of Health Professions, Boston, MA, USA
| | - Jorrit de Jong
- Bloomberg Center for Cities, Harvard Kennedy School, Cambridge, MA, USA
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2
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Matias WR, Fulcher IR, Sauer SM, Nolan CP, Guillaume Y, Zhu J, Molano FJ, Uceta E, Collins S, Slater DM, Sánchez VM, Moheed S, Harris JB, Charles RC, Paxton RM, Gonsalves SF, Franke MF, Ivers LC. Disparities in SARS-CoV-2 Infection by Race, Ethnicity, Language, and Social Vulnerability: Evidence from a Citywide Seroprevalence Study in Massachusetts, USA. J Racial Ethn Health Disparities 2024; 11:110-120. [PMID: 36652163 PMCID: PMC9847437 DOI: 10.1007/s40615-022-01502-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 12/17/2022] [Accepted: 12/20/2022] [Indexed: 01/19/2023]
Abstract
OBJECTIVES Uncovering and addressing disparities in infectious disease outbreaks require a rapid, methodical understanding of local epidemiology. We conducted a seroprevalence study of SARS-CoV-2 infection in Holyoke, Massachusetts, a majority Hispanic city with high levels of socio-economic disadvantage to estimate seroprevalence and identify disparities in SARS-CoV-2 infection. METHODS We invited 2000 randomly sampled households between 11/5/2020 and 12/31/2020 to complete questionnaires and provide dried blood spots for SARS-CoV-2 antibody testing. We calculated seroprevalence based on the presence of IgG antibodies using a weighted Bayesian procedure that incorporated uncertainty in antibody test sensitivity and specificity and accounted for household clustering. RESULTS Two hundred eighty households including 472 individuals were enrolled. Three hundred twenty-eight individuals underwent antibody testing. Citywide seroprevalence of SARS-CoV-2 IgG was 13.1% (95% CI 6.9-22.3) compared to 9.8% of the population infected based on publicly reported cases. Seroprevalence was 16.1% (95% CI 6.2-31.8) among Hispanic individuals compared to 9.4% (95% CI 4.6-16.4) among non-Hispanic white individuals. Seroprevalence was higher among Spanish-speaking households (21.9%; 95% CI 8.3-43.9) compared to English-speaking households (10.2%; 95% CI 5.2-18.0) and among individuals in high social vulnerability index (SVI) areas based on the CDC SVI (14.4%; 95% CI 7.1-25.5) compared to low SVI areas (8.2%; 95% CI 3.1-16.9). CONCLUSIONS The SARS-CoV-2 IgG seroprevalence in a city with high levels of social vulnerability was 13.1% during the pre-vaccination period of the COVID-19 pandemic. Hispanic individuals and individuals in communities characterized by high SVI were at the highest risk of infection. Public health interventions should be designed to ensure that individuals in high social vulnerability communities have access to the tools to combat COVID-19.
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Affiliation(s)
- Wilfredo R Matias
- Division of Infectious Diseases, Massachusetts General Hospital, 55 Fruit St, BUL-130, Boston, MA, 02114, USA.
- Division of Infectious Diseases, Brigham and Women's Hospital, Boston, MA, USA.
- Center for Global Health, Massachusetts General Hospital, Boston, MA, USA.
| | - Isabel R Fulcher
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
- Harvard Data Science Initiative, Cambridge, MA, USA
| | - Sara M Sauer
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
| | - Cody P Nolan
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Yodeline Guillaume
- Center for Global Health, Massachusetts General Hospital, Boston, MA, USA
| | - Jack Zhu
- Center for Global Health, Massachusetts General Hospital, Boston, MA, USA
| | - Francisco J Molano
- Center for Global Health, Massachusetts General Hospital, Boston, MA, USA
| | - Elizabeth Uceta
- Center for Global Health, Massachusetts General Hospital, Boston, MA, USA
| | - Shannon Collins
- Center for Global Health, Massachusetts General Hospital, Boston, MA, USA
| | - Damien M Slater
- Division of Infectious Diseases, Massachusetts General Hospital, 55 Fruit St, BUL-130, Boston, MA, 02114, USA
| | - Vanessa M Sánchez
- Division of Infectious Diseases, Massachusetts General Hospital, 55 Fruit St, BUL-130, Boston, MA, 02114, USA
| | - Serina Moheed
- Division of Infectious Diseases, Massachusetts General Hospital, 55 Fruit St, BUL-130, Boston, MA, 02114, USA
| | - Jason B Harris
- Division of Infectious Diseases, Massachusetts General Hospital, 55 Fruit St, BUL-130, Boston, MA, 02114, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Richelle C Charles
- Division of Infectious Diseases, Massachusetts General Hospital, 55 Fruit St, BUL-130, Boston, MA, 02114, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | | | | | - Molly F Franke
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
| | - Louise C Ivers
- Division of Infectious Diseases, Massachusetts General Hospital, 55 Fruit St, BUL-130, Boston, MA, 02114, USA
- Center for Global Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
- Harvard Global Health Institute, Cambridge, MA, USA
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3
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Seaman WT, Keener O, Mei W, Mollan KR, Jones CD, Pettifor A, Bowman NM, Wang F, Webster-Cyriaque J. Oral SARS-CoV-2 host responses predict the early COVID-19 disease course. RESEARCH SQUARE 2023:rs.3.rs-3154698. [PMID: 37645853 PMCID: PMC10462189 DOI: 10.21203/rs.3.rs-3154698/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
Objectives Oral fluids provide ready detection of Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and host responses. This study sought to determine relationships between oral virus, oral anti-SARS-CoV-2-specific antibodies, and symptoms. Methods Saliva/throat wash (saliva/TW) were collected from asymptomatic and symptomatic, nasopharyngeal (NP) SARS-CoV-2 RT-qPCR+, subjects (n=47). SARS-CoV-2 RT-qPCR, N-antigen detection by immunoblot and lateral flow assay (LFA) were performed. RT-qPCR targeting viral subgenomic RNA (sgRNA) was sequence confirmed. SARS-CoV-2-anti-S protein RBD LFA assessed IgM and IgG responses. Structural analysis identified host salivary molecules analogous to SARS-CoV-2-N-antigen. Statistical analyses were performed. Results At baseline, LFA-detected N-antigen was immunoblot-confirmed in 82% of TW. However, only 3/17 were saliva/TW qPCR+. Sixty percent of saliva and 83% of TW demonstrated persistent N-antigen at 4 weeks. N-antigen LFA signal in three negative subjects suggested potential cross-detection of 4 structurally analogous salivary RNA binding proteins (alignment 19-29aa, RMSD 1-1.5 Angstroms). At entry, symptomatic subjects demonstrated replication-associated sgRNA junctions, were IgG+ (94%/100% in saliva/TW), and IgM+ (75%/63%). At 4 weeks, SARS-CoV-2 IgG (100%/83%) and IgM (80%/67%) persisted. Oral IgG correlated 100% with NP+PCR status. Cough and fatigue severity (p=0.0008 and 0.016), and presence of nausea, weakness, and composite upper respiratory symptoms (p=0.005, 0.037 and 0.017) were negatively associated with oral IgM. Female oral IgM levels were higher than male (p=0.056). Conclusion Important to transmission and disease course, oral viral replication and persistence showed clear relationships with select symptoms, early Ig responses, and gender during early infection. N-antigen cross-reactivity may reflect mimicry of structurally analogous host proteins.
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Affiliation(s)
- William T Seaman
- National Institute of Dental and Craniofacial Research, National Institutes of Health
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Seaman WT, Keener O, Mei W, Mollan KR, Jones CD, Pettifor A, Bowman NM, Wang F, Webster-Cyriaque J. Oral SARS-CoV-2 host responses predict the early COVID-19 disease course. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.03.06.23286853. [PMID: 37609199 PMCID: PMC10441495 DOI: 10.1101/2023.03.06.23286853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/24/2023]
Abstract
Objectives Oral fluids provide ready detection of Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and host responses. This study sought to determine relationships between oral virus, oral anti-SARS-CoV-2-specific antibodies, and symptoms. Methods Saliva/throat wash (saliva/TW) were collected from asymptomatic and symptomatic, nasopharyngeal (NP) SARS-CoV-2 RT-qPCR+, subjects (n=47). SARS-CoV-2 RT-qPCR, N-antigen detection by immunoblot and lateral flow assay (LFA) were performed. RT-qPCR targeting viral subgenomic RNA (sgRNA) was sequence confirmed. SARS-CoV-2-anti-S protein RBD LFA assessed IgM and IgG responses. Structural analysis identified host salivary molecules analogous to SARS-CoV-2-N-antigen. Statistical analyses were performed. Results At baseline, LFA-detected N-antigen was immunoblot-confirmed in 82% of TW. However, only 3/17 were saliva/TW qPCR+. Sixty percent of saliva and 83% of TW demonstrated persistent N-antigen at 4 weeks. N-antigen LFA signal in three negative subjects suggested potential cross-detection of 4 structurally analogous salivary RNA binding proteins (alignment 19-29aa, RMSD 1-1.5 Angstroms). At entry, symptomatic subjects demonstrated replication-associated sgRNA junctions, were IgG+ (94%/100% in saliva/TW), and IgM+ (75%/63%). At 4 weeks, SARS-CoV-2 IgG (100%/83%) and IgM (80%/67%) persisted. Oral IgG correlated 100% with NP+PCR status. Cough and fatigue severity (p=0.0008 and 0.016), and presence of nausea, weakness, and composite upper respiratory symptoms (p=0.005, 0.037 and 0.017) were negatively associated with oral IgM. Female oral IgM levels were higher than male (p=0.056). Conclusion Important to transmission and disease course, oral viral replication and persistence showed clear relationships with select symptoms, early Ig responses, and gender during early infection. N-antigen cross-reactivity may reflect mimicry of structurally analogous host proteins.
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Wilcox DR, Rudmann EA, Ye E, Noori A, Magdamo C, Jain A, Alabsi H, Foy B, Triant VA, Robbins GK, Westover MB, Das S, Mukerji SS. Cognitive concerns are a risk factor for mortality in people with HIV and coronavirus disease 2019. AIDS 2023; 37:1565-1571. [PMID: 37195278 PMCID: PMC10355333 DOI: 10.1097/qad.0000000000003595] [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: 12/05/2022] [Accepted: 05/03/2023] [Indexed: 05/18/2023]
Abstract
BACKGROUND Data supporting dementia as a risk factor for coronavirus disease 2019 (COVID-19) mortality relied on ICD-10 codes, yet nearly 40% of individuals with probable dementia lack a formal diagnosis. Dementia coding is not well established for people with HIV (PWH), and its reliance may affect risk assessment. METHODS This retrospective cohort analysis of PWH with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) PCR positivity includes comparisons to people without HIV (PWoH), matched by age, sex, race, and zipcode. Primary exposures were dementia diagnosis, by International Classification of Diseases (ICD)-10 codes, and cognitive concerns, defined as possible cognitive impairment up to 12 months before COVID-19 diagnosis after clinical review of notes from the electronic health record. Logistic regression models assessed the effect of dementia and cognitive concerns on odds of death [odds ratio (OR); 95% CI (95% confidence interval)]; models adjusted for VACS Index 2.0. RESULTS Sixty-four PWH were identified out of 14 129 patients with SARS-CoV-2 infection and matched to 463 PWoH. Compared with PWoH, PWH had a higher prevalence of dementia (15.6% vs. 6%, P = 0.01) and cognitive concerns (21.9% vs. 15.8%, P = 0.04). Death was more frequent in PWH ( P < 0.01). Adjusted for VACS Index 2.0, dementia [2.4 (1.0-5.8), P = 0.05] and cognitive concerns [2.4 (1.1-5.3), P = 0.03] were associated with increased odds of death. In PWH, the association between cognitive concern and death trended towards statistical significance [3.92 (0.81-20.19), P = 0.09]; there was no association with dementia. CONCLUSION Cognitive status assessments are important for care in COVID-19, especially among PWH. Larger studies should validate findings and determine long-term COVID-19 consequences in PWH with preexisting cognitive deficits.
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Affiliation(s)
- Douglas R. Wilcox
- Department of Neurology, Massachusetts General Hospital
- Department of Neurology, Brigham and Women's Hospital
- Department of Neurology, Harvard Medical School
| | - Emily A. Rudmann
- Neuroimmunology and Neuro-Infectious Diseases Division, Department of Neurology, Massachusetts General Hospital, Boston
- Division of Infectious Diseases, Vaccine and Immunotherapy Center, Massachusetts General Hospital, Charlestown
| | - Elissa Ye
- Department of Neurology, Massachusetts General Hospital
| | - Ayush Noori
- Department of Neurology, Massachusetts General Hospital
| | - Colin Magdamo
- Department of Neurology, Massachusetts General Hospital
| | - Aayushee Jain
- Department of Neurology, Massachusetts General Hospital
| | - Haitham Alabsi
- Department of Neurology, Massachusetts General Hospital
- Department of Neurology, Harvard Medical School
| | - Brody Foy
- Center for Systems Biology, Massachusetts General Hospital, and Department of Systems Biology, Harvard Medical School
| | - Virginia A. Triant
- Division of Infectious Diseases
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA, USA
| | | | - M. Brandon Westover
- Department of Neurology, Massachusetts General Hospital
- Department of Neurology, Harvard Medical School
| | - Sudeshna Das
- Department of Neurology, Massachusetts General Hospital
- Department of Neurology, Harvard Medical School
| | - Shibani S. Mukerji
- Neuroimmunology and Neuro-Infectious Diseases Division, Department of Neurology, Massachusetts General Hospital, Boston
- Division of Infectious Diseases, Vaccine and Immunotherapy Center, Massachusetts General Hospital, Charlestown
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Cissoko M, Landier J, Kouriba B, Sangare AK, Katilé A, Djimde AA, Berthé I, Traore S, Thera I, Hadiata M, Sogodogo E, Coulibaly K, Guindo A, Dembele O, Sanogo S, Doumbia Z, Dara C, Altmann M, Bonnet E, Balique H, Sagaon-Teyssier L, Vidal L, Sagara I, Bendiane MK, Gaudart J. SARS-CoV-2 seroprevalence and living conditions in Bamako (Mali): a cross-sectional multistage household survey after the first epidemic wave, 2020. BMJ Open 2023; 13:e067124. [PMID: 37080622 PMCID: PMC10123860 DOI: 10.1136/bmjopen-2022-067124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/22/2023] Open
Abstract
OBJECTIVES In low-income settings with limited access to diagnosis, COVID-19 information is scarce. In September 2020, after the first COVID-19 wave, Mali reported 3086 confirmed cases and 130 deaths. Most reports originated from Bamako, with 1532 cases and 81 deaths (2.42 million inhabitants). This observed prevalence of 0.06% appeared very low. Our objective was to estimate SARS-CoV-2 infection among inhabitants of Bamako, after the first epidemic wave. We assessed demographic, social and living conditions, health behaviours and knowledges associated with SARS-CoV-2 seropositivity. SETTINGS We conducted a cross-sectional multistage household survey during September 2020, in three neighbourhoods of the commune VI (Bamako), where 30% of the cases were reported. PARTICIPANTS We recruited 1526 inhabitants in 3 areas, that is, 306 households, and 1327 serological results (≥1 years), 220 household questionnaires and collected answers for 962 participants (≥12 years). PRIMARY AND SECONDARY OUTCOME MEASURES We measured serological status, detecting SARS-CoV-2 spike protein antibodies in blood sampled. We documented housing conditions and individual health behaviours through questionnaires among participants. We estimated the number of SARS-CoV-2 infections and deaths in the population of Bamako using the age and sex distributions. RESULTS The prevalence of SARS-CoV-2 seropositivity was 16.4% (95% CI 15.1% to 19.1%) after adjusting on the population structure. This suggested that ~400 000 cases and ~2000 deaths could have occurred of which only 0.4% of cases and 5% of deaths were officially reported. Questionnaires analyses suggested strong agreement with washing hands but lower acceptability of movement restrictions (lockdown/curfew), and mask wearing. CONCLUSIONS The first wave of SARS-CoV-2 spread broadly in Bamako. Expected fatalities remained limited largely due to the population age structure and the low prevalence of comorbidities. Improving diagnostic capacities to encourage testing and preventive behaviours, and avoiding the spread of false information remain key pillars, regardless of the developed or developing setting. ETHICS This study was registered in the registry of the ethics committee of the Faculty of Medicine and Odonto-Stomatology and the Faculty of Pharmacy, Bamako, Mali, under the number: 2020/162/CA/FMOS/FAPH.
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Affiliation(s)
- Mady Cissoko
- SESSTIM UMR1252, Aix Marseille Univ, IRD, INSERM, ISSPAM, Marseille, France
- Malaria Research and Training Centre Ogobara Doumbo (MRTC-OD), Université des Sciences, des Techniques et des Technologies de Bamako, FMOS-FAPH, Mali-NIAID-ICER, Bamako, Mali
| | - Jordi Landier
- SESSTIM UMR1252, Aix Marseille Univ, IRD, INSERM, ISSPAM, Marseille, France
| | - Bourema Kouriba
- Centre d'Infectiologie Clinique Charles Mérieux, Bamako, Mali
| | | | - Abdoulaye Katilé
- SESSTIM UMR1252, Aix Marseille Univ, IRD, INSERM, ISSPAM, Marseille, France
- Malaria Research and Training Centre Ogobara Doumbo (MRTC-OD), Université des Sciences, des Techniques et des Technologies de Bamako, FMOS-FAPH, Mali-NIAID-ICER, Bamako, Mali
| | - Abdoulaye A Djimde
- Malaria Research and Training Centre Ogobara Doumbo (MRTC-OD), Université des Sciences, des Techniques et des Technologies de Bamako, FMOS-FAPH, Mali-NIAID-ICER, Bamako, Mali
| | - Ibrahima Berthé
- Malaria Research and Training Centre Ogobara Doumbo (MRTC-OD), Université des Sciences, des Techniques et des Technologies de Bamako, FMOS-FAPH, Mali-NIAID-ICER, Bamako, Mali
- Direction générale de la santé et de l'hygiène publique du ministère de la santé et du développement social, Bamako, Mali
| | - Siriman Traore
- Malaria Research and Training Centre Ogobara Doumbo (MRTC-OD), Université des Sciences, des Techniques et des Technologies de Bamako, FMOS-FAPH, Mali-NIAID-ICER, Bamako, Mali
| | - Ismaila Thera
- Malaria Research and Training Centre Ogobara Doumbo (MRTC-OD), Université des Sciences, des Techniques et des Technologies de Bamako, FMOS-FAPH, Mali-NIAID-ICER, Bamako, Mali
| | - Maiga Hadiata
- Centre d'Infectiologie Clinique Charles Mérieux, Bamako, Mali
| | | | - Karyn Coulibaly
- Centre d'Infectiologie Clinique Charles Mérieux, Bamako, Mali
| | - Abdoulaye Guindo
- Direction générale de la santé et de l'hygiène publique du ministère de la santé et du développement social, Bamako, Mali
| | - Ousmane Dembele
- Direction générale de la santé et de l'hygiène publique du ministère de la santé et du développement social, Bamako, Mali
| | - Souleymane Sanogo
- Direction régionale de Tombouctou et établissement public hospitalier de Tombouctou, Tombouctou, Mali
| | - Zoumana Doumbia
- Direction régionale de Tombouctou et établissement public hospitalier de Tombouctou, Tombouctou, Mali
| | - Charles Dara
- Direction régionale de Tombouctou et établissement public hospitalier de Tombouctou, Tombouctou, Mali
| | | | | | - Hubert Balique
- Direction générale de la santé et de l'hygiène publique du ministère de la santé et du développement social, Bamako, Mali
| | - Luis Sagaon-Teyssier
- SESSTIM UMR1252, Aix Marseille Univ, IRD, INSERM, ISSPAM, Marseille, France
- ARCAD Santé Plus/Centre Intégré de Recherche, de Soins et d'Action Communautaire (CIRSAC), Bamako, Mali
| | - Laurent Vidal
- SESSTIM UMR1252, Aix Marseille Univ, IRD, INSERM, ISSPAM, Marseille, France
| | - Issaka Sagara
- Malaria Research and Training Centre Ogobara Doumbo (MRTC-OD), Université des Sciences, des Techniques et des Technologies de Bamako, FMOS-FAPH, Mali-NIAID-ICER, Bamako, Mali
| | | | - Jean Gaudart
- SESSTIM UMR1252, Aix Marseille Univ, IRD, INSERM, ISSPAM, Marseille, France
- Biostatictics & ICT, AP-HM, Marseille, France
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Metzger C, Leroy T, Bochnakian A, Jeulin H, Gegout-Petit A, Legrand K, Schvoerer E, Guillemin F. Seroprevalence and SARS-CoV-2 invasion in general populations: A scoping review over the first year of the pandemic. PLoS One 2023; 18:e0269104. [PMID: 37075077 PMCID: PMC10118383 DOI: 10.1371/journal.pone.0269104] [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: 10/25/2021] [Accepted: 05/13/2022] [Indexed: 04/20/2023] Open
Abstract
Since the beginning of the COVID-19 pandemic, counting infected people has underestimated asymptomatic cases. This literature scoping review assessed the seroprevalence progression in general populations worldwide over the first year of the pandemic. Seroprevalence studies were searched in PubMed, Web of Science and medRxiv databases up to early April 2021. Inclusion criteria were a general population of all ages or blood donors as a proxy. All articles were screened for the title and abstract by two readers, and data were extracted from selected articles. Discrepancies were resolved with a third reader. From 139 articles (including 6 reviews), the seroprevalence estimated in 41 countries ranged from 0 to 69%, with a heterogenous increase over time and continents, unevenly distributed among countries (differences up to 69%) and sometimes among regions within a country (up to 10%). The seroprevalence of asymptomatic cases ranged from 0% to 31.5%. Seropositivity risk factors included low income, low education, low smoking frequency, deprived area residency, high number of children, densely populated centres, and presence of a case in a household. This review of seroprevalence studies over the first year of the pandemic documented the progression of this virus across the world in time and space and the risk factors that influenced its spread.
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Affiliation(s)
- Clémentine Metzger
- CHRU -Nancy, INSERM, Université de Lorraine, CIC Epidémiologie clinique,
F-54000, Nancy, France
| | - Taylor Leroy
- CHRU -Nancy, INSERM, Université de Lorraine, CIC Epidémiologie clinique,
F-54000, Nancy, France
| | - Agathe Bochnakian
- CHRU -Nancy, INSERM, Université de Lorraine, CIC Epidémiologie clinique,
F-54000, Nancy, France
| | - Hélène Jeulin
- Université de Lorraine, CNRS, LCPME, F‐54000, Nancy,
France
- Laboratoire de Virologie, CHRU de Nancy Brabois, F‐54500, Nancy,
France
| | | | - Karine Legrand
- CHRU -Nancy, INSERM, Université de Lorraine, CIC Epidémiologie clinique,
F-54000, Nancy, France
| | - Evelyne Schvoerer
- Université de Lorraine, CNRS, LCPME, F‐54000, Nancy,
France
- Laboratoire de Virologie, CHRU de Nancy Brabois, F‐54500, Nancy,
France
| | - Francis Guillemin
- CHRU -Nancy, INSERM, Université de Lorraine, CIC Epidémiologie clinique,
F-54000, Nancy, France
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García-Carreras B, Hitchings MDT, Johansson MA, Biggerstaff M, Slayton RB, Healy JM, Lessler J, Quandelacy T, Salje H, Huang AT, Cummings DAT. Accounting for assay performance when estimating the temporal dynamics in SARS-CoV-2 seroprevalence in the U.S. Nat Commun 2023; 14:2235. [PMID: 37076502 PMCID: PMC10115837 DOI: 10.1038/s41467-023-37944-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 04/06/2023] [Indexed: 04/21/2023] Open
Abstract
Reconstructing the incidence of SARS-CoV-2 infection is central to understanding the state of the pandemic. Seroprevalence studies are often used to assess cumulative infections as they can identify asymptomatic infection. Since July 2020, commercial laboratories have conducted nationwide serosurveys for the U.S. CDC. They employed three assays, with different sensitivities and specificities, potentially introducing biases in seroprevalence estimates. Using models, we show that accounting for assays explains some of the observed state-to-state variation in seroprevalence, and when integrating case and death surveillance data, we show that when using the Abbott assay, estimates of proportions infected can differ substantially from seroprevalence estimates. We also found that states with higher proportions infected (before or after vaccination) had lower vaccination coverages, a pattern corroborated using a separate dataset. Finally, to understand vaccination rates relative to the increase in cases, we estimated the proportions of the population that received a vaccine prior to infection.
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Affiliation(s)
- Bernardo García-Carreras
- Department of Biology, University of Florida, Gainesville, FL, USA.
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA.
| | - Matt D T Hitchings
- Department of Biostatistics, University of Florida, Gainesville, FL, USA
| | - Michael A Johansson
- COVID-19 Response, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Matthew Biggerstaff
- COVID-19 Response, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Rachel B Slayton
- COVID-19 Response, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Jessica M Healy
- COVID-19 Response, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Justin Lessler
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- UNC Carolina Population Center, Chapel Hill, NC, USA
| | | | - Henrik Salje
- Department of Genetics, University of Cambridge, Cambridge, UK
| | - Angkana T Huang
- Department of Genetics, University of Cambridge, Cambridge, UK
| | - Derek A T Cummings
- Department of Biology, University of Florida, Gainesville, FL, USA
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA
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9
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Saba AA, Sayem M, Rimon RA, Sanyal M, Chakraborty S, Rahman MA, Rahman MM, Nabi AHMN. Evaluating the seroprevalence of SARS-CoV-2 IgG in five different districts of Bangladesh. A seroepidemiological study. J Infect Public Health 2023; 16:964-973. [PMID: 37119719 PMCID: PMC10110279 DOI: 10.1016/j.jiph.2023.04.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 03/25/2023] [Accepted: 04/12/2023] [Indexed: 05/01/2023] Open
Abstract
BACKGROUND We aimed to measure the seroprevalences and levels of anti-SARS-CoV-2 IgG in children, unvaccinated and vaccinated adults in five districts of Bangladesh and thus, investigate the association of seroprevalence and anti-SARS-CoV-2 IgG level with respect to different attributes of study participants. METHODS In the present study, the seroprevalences and levels of plasma anti-SARS-CoV-2 IgG were measured in children (n = 202), unvaccinated adults (n = 112), and vaccinated adults (n = 439) using quantitative ELISA. RESULTS The overall seroprevalence in the three groups of the study participants were 58.3% (90%CrI: 52.3-64.2%), 62.2% (90%CrI: 54.4-70.0%) and 90.7% (90%CrI: 88.3-92.9%), respectively. Multivariate logistic and linear regression revealed no significant association of seropositivity and levels of anti-SARS-CoV-2 IgG with the baseline characteristics of the children. AB blood group (vs A; aOR=0.21, 95% CI: 0.04-0.92, p = 0.04), O blood group (vs A; aOR=0.09, 95% CI: 0.02-0.32, p = 0.0004), BMI (aOR=1.61, 95% CI: 1.14-2.37, p = 0.01) and overweight obesity status (vs normal, aOR=0.12, 95% CI: 0.02-0.76, p = 0.03) were significantly associated with seropositivity in unvaccinated adults after adjusting for confounders. Age (p = 0.002) was significantly associated with anti-SARS-CoV-2 level in vaccinated adults after adjusting for confounders. Most of the children and unvaccinated adults belonged to the lower antibody response class which implicates the necessity of vaccination. CONCLUSION This study portrays a better way of evaluating transmission of virus and gain a better understanding of the true extent of infection as illustrated by the high rates of seroprevalences in children and unvaccinated adults. The findings of this study depicted from the antibody response also suggest the importance of vaccination.
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Affiliation(s)
- Abdullah Al Saba
- Laboratory of Population Genetics, Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka 1000, Bangladesh
| | - Mohammad Sayem
- Laboratory of Population Genetics, Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka 1000, Bangladesh
| | - Razoan Al Rimon
- Laboratory of Population Genetics, Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka 1000, Bangladesh
| | - Mousumi Sanyal
- Department of Medicine, Dhaka Medical College, Dhaka, Bangladesh
| | - Sajib Chakraborty
- Translational Systems Biology Laboratory, Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka 1000, Bangladesh
| | - Md Arifur Rahman
- Laboratory of Population Genetics, Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka 1000, Bangladesh
| | - Md Mizanur Rahman
- Department of Microbiology, Rajshahi Medical College, Rajshahi, Bangladesh
| | - A H M Nurun Nabi
- Laboratory of Population Genetics, Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka 1000, Bangladesh.
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10
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COVID-19-induced headache in Boston and the vicinity. JOURNAL OF CLINICAL VIROLOGY PLUS 2023; 3:100148. [PMID: 37041989 PMCID: PMC10079317 DOI: 10.1016/j.jcvp.2023.100148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Revised: 02/25/2023] [Accepted: 03/30/2023] [Indexed: 04/08/2023] Open
Abstract
Headache is a common neurological symptom of Coronavirus disease 2019 (COVID-19) patients. However, the prevalence, comorbidities, and ethnic susceptibilities of COVID-19-induced headaches are not well-defined. We performed a retrospective chart review of patients who tested positive for SARS-CoV2 by reverse transcriptase-polymerase chain reaction (RT-PCR) in March and April 2020 at Massachusetts General Hospital, Boston, Massachusetts, USA. In the study, we identified 450 patients, 202 (44.9%) male, and 248 (55.1%) female, who tested positive for COVID-19. Headache is a significant painful symptom affecting 26% of patients. Female predominance is determined in sore throat, nasal congestion, hypogeusia, headache, and ear pain. In contrast, pneumonia and inpatient hospitalization were more prevalent in males. Younger patients (< 50) were more likely to develop sore throat, fatigue, anosmia, hypogeusia, ear pain, myalgia /arthralgia, and headache. In contrast, older (> 50) patients were prone to develop pneumonia and required hospitalization. Ethnic subgroup analysis suggests Hispanic patients were prone to headaches, nausea/vomiting, nasal congestion, fever, fatigue, anosmia, and myalgia/arthralgia compared to non-Hispanics. Headache risk factors include nausea/vomiting, sore throat, nasal congestion, fever, cough, fatigue, anosmia, hypogeusia, dizziness, ear pain, eye pain, and myalgia/arthralgia. Our study demonstrates regional gender, age, and ethnic variabilities in COVID symptomatology in Boston and the vicinity. It identifies mild viral, painful, and neurological symptoms are positive predictors of headache development in COVID-19.
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11
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Brown T, de Salazar Munoz PM, Bhatia A, Bunda B, Williams EK, Bor D, Miller JS, Mohareb A, Thierauf J, Yang W, Villalba J, Naranbai V, Garcia Beltran W, Miller TE, Kress D, Stelljes K, Johnson K, Larremore D, Lennerz J, Iafrate AJ, Balsari S, Buckee C, Grad Y. Geographically skewed recruitment and COVID-19 seroprevalence estimates: a cross-sectional serosurveillance study and mathematical modelling analysis. BMJ Open 2023; 13:e061840. [PMID: 36882240 PMCID: PMC10008195 DOI: 10.1136/bmjopen-2022-061840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 01/26/2023] [Indexed: 03/09/2023] Open
Abstract
OBJECTIVES Convenience sampling is an imperfect but important tool for seroprevalence studies. For COVID-19, local geographic variation in cases or vaccination can confound studies that rely on the geographically skewed recruitment inherent to convenience sampling. The objectives of this study were: (1) quantifying how geographically skewed recruitment influences SARS-CoV-2 seroprevalence estimates obtained via convenience sampling and (2) developing new methods that employ Global Positioning System (GPS)-derived foot traffic data to measure and minimise bias and uncertainty due to geographically skewed recruitment. DESIGN We used data from a local convenience-sampled seroprevalence study to map the geographic distribution of study participants' reported home locations and compared this to the geographic distribution of reported COVID-19 cases across the study catchment area. Using a numerical simulation, we quantified bias and uncertainty in SARS-CoV-2 seroprevalence estimates obtained using different geographically skewed recruitment scenarios. We employed GPS-derived foot traffic data to estimate the geographic distribution of participants for different recruitment locations and used this data to identify recruitment locations that minimise bias and uncertainty in resulting seroprevalence estimates. RESULTS The geographic distribution of participants in convenience-sampled seroprevalence surveys can be strongly skewed towards individuals living near the study recruitment location. Uncertainty in seroprevalence estimates increased when neighbourhoods with higher disease burden or larger populations were undersampled. Failure to account for undersampling or oversampling across neighbourhoods also resulted in biased seroprevalence estimates. GPS-derived foot traffic data correlated with the geographic distribution of serosurveillance study participants. CONCLUSIONS Local geographic variation in seropositivity is an important concern in SARS-CoV-2 serosurveillance studies that rely on geographically skewed recruitment strategies. Using GPS-derived foot traffic data to select recruitment sites and recording participants' home locations can improve study design and interpretation.
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Affiliation(s)
- Tyler Brown
- Infectious Diseases Division, Massachusetts General Hospital, Boston, Massachusetts, USA
- Center for Communicable Disease Dynamics, Harvard University T H Chan School of Public Health, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | | | - Abhishek Bhatia
- François-Xavier Bagnoud Center for Health and Human Rights, Harvard University, Boston, Massachusetts, USA
| | - Bridget Bunda
- Infectious Diseases Division, Massachusetts General Hospital, Boston, Massachusetts, USA
| | | | - David Bor
- Harvard Medical School, Boston, Massachusetts, USA
- Department of Medicine, Cambridge Health Alliance, Cambridge, Massachusetts, USA
| | - James S Miller
- Global Medicine Program, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Amir Mohareb
- Infectious Diseases Division, Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Julia Thierauf
- Harvard Medical School, Boston, Massachusetts, USA
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Wenxin Yang
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Julian Villalba
- Infectious Diseases Division, Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Vivek Naranbai
- Harvard Medical School, Boston, Massachusetts, USA
- Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Wilfredo Garcia Beltran
- Harvard Medical School, Boston, Massachusetts, USA
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Tyler E Miller
- Harvard Medical School, Boston, Massachusetts, USA
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Doug Kress
- City of Somerville, Somerville, Massachusetts, USA
| | | | | | - Dan Larremore
- BioFrontiers Institute, University of Colorado Boulder, Boulder, Colorado, USA
| | - Jochen Lennerz
- Harvard Medical School, Boston, Massachusetts, USA
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - A John Iafrate
- Harvard Medical School, Boston, Massachusetts, USA
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Satchit Balsari
- Harvard Medical School, Boston, Massachusetts, USA
- François-Xavier Bagnoud Center for Health and Human Rights, Harvard University, Boston, Massachusetts, USA
| | - Caroline Buckee
- Center for Communicable Disease Dynamics, Harvard University T H Chan School of Public Health, Boston, Massachusetts, USA
| | - Yonatan Grad
- Center for Communicable Disease Dynamics, Harvard University T H Chan School of Public Health, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
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12
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Sieghart D, Hana CA, Haslacher H, Perkmann T, Heinz LX, Fedrizzi C, Anderle K, Wiedermann U, Condur I, Drapalik S, Steinbrecher H, Mrak D, Mucher P, Hasenoehrl T, Zrdavkovic A, Wagner B, Palma S, Jordakieva G, Jorda A, Firbas C, Wagner A, Haiden N, Bergmann F, Crevenna R, Zeitlinger M, Bonelli M, Aletaha D, Radner H. Multiparametric Prediction Models for Coronavirus Disease 2019 Vaccine Selection: Results of a Comparative Population-Based Cohort Study. Clin Infect Dis 2023; 76:816-823. [PMID: 36328594 DOI: 10.1093/cid/ciac840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 10/12/2022] [Accepted: 10/20/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND An understanding vaccine-dependent effects on protective and sustained humoral immune response is crucial to planning future vaccination strategies against coronavirus disease 2019 (COVID-19). METHODS In this multicenter, population-based, cohort study including 4601 individuals after primary vaccination against COVID-19 ≥ 4 months earlier we compared factors associated with residual antibody levels against severe acute respiratory syndrome coronavirus-2 receptor-binding domain (RBD) across different vaccination strategies (BNT162b2, mRNA-1273, or ChAdOx1). RESULTS Our main model including 3787 individuals (2 × BNT162b2, n = 2271; 2 × mRNA-1273, n = 251; 2 × ChAdOx1, n = 1265), predicted significantly lower levels of anti-RBD antibodies after 6 months in individuals vaccinated with ChAdOx1 (392.7 binding antibody units per milliliter [BAU/mL]) compared with those vaccinated with BNT162b2 (1179.5 BAU/mL) or mRNA-1273 (2098.2 BAU/mL). Vaccine-dependent association of antibody levels was found for age with a significant predicted difference in BAU/ml per year for BNT162b2 (-21.5; 95% confidence interval [CI], -24.7 to -18.3) and no significant association for mRNA-1273 (-4.0; 95% CI, -20.0 to 12.1) or ChAdOx1 (1.7; 95% CI, .2 to 3.1). The predicted decrease over time since full immunization was highest in mRNA-1273 (-23.4; 95% CI, -31.4 to -15.4) compared with BNT162b2 (-5.9; 95% CI, -7 to -4.8). CONCLUSIONS Our study revealed population-based evidence of vaccine-dependent effects of age and time since full immunization on humoral immune response. Findings underline the importance of individualized vaccine selection, especially in elderly individuals.
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Affiliation(s)
- Daniela Sieghart
- Department of Internal Medicine III, Division of Rheumatology, Medical University Vienna, Vienna, Austria
| | - Claudia A Hana
- Department of Internal Medicine III, Division of Rheumatology, Medical University Vienna, Vienna, Austria
| | - Helmuth Haslacher
- Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - Thomas Perkmann
- Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - Leonhard X Heinz
- Department of Internal Medicine III, Division of Rheumatology, Medical University Vienna, Vienna, Austria
| | - Clemens Fedrizzi
- Department of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria
| | - Karolina Anderle
- Department of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria
| | - Ursula Wiedermann
- Center of Pathophysiology, Infectiology & Immunology, Institute of Specific Prophylaxis and Tropical Medicine, Medical University of Vienna, Vienna, Austria
| | - Irina Condur
- Department of Internal Medicine III, Division of Rheumatology, Medical University Vienna, Vienna, Austria
| | | | | | - Daniel Mrak
- Department of Internal Medicine III, Division of Rheumatology, Medical University Vienna, Vienna, Austria
| | - Patrick Mucher
- Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - Timothy Hasenoehrl
- Department of Physical Medicine, Rehabilitation and Occupational Medicine, Medical University Vienna, Vienna, Austria
| | - Andrej Zrdavkovic
- Department of Physical Medicine, Rehabilitation and Occupational Medicine, Medical University Vienna, Vienna, Austria
| | - Barbara Wagner
- Department of Physical Medicine, Rehabilitation and Occupational Medicine, Medical University Vienna, Vienna, Austria
| | - Stefano Palma
- Department of Physical Medicine, Rehabilitation and Occupational Medicine, Medical University Vienna, Vienna, Austria
| | - Galateja Jordakieva
- Department of Physical Medicine, Rehabilitation and Occupational Medicine, Medical University Vienna, Vienna, Austria
| | - Anselm Jorda
- Department of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria
| | - Christa Firbas
- Department of Physical Medicine, Rehabilitation and Occupational Medicine, Medical University Vienna, Vienna, Austria
| | - Angelika Wagner
- Center of Pathophysiology, Infectiology & Immunology, Institute of Specific Prophylaxis and Tropical Medicine, Medical University of Vienna, Vienna, Austria
| | - Nadja Haiden
- Department of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria
| | - Felix Bergmann
- Department of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria
| | - Richard Crevenna
- Department of Physical Medicine, Rehabilitation and Occupational Medicine, Medical University Vienna, Vienna, Austria
| | - Markus Zeitlinger
- Department of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria
| | - Michael Bonelli
- Department of Internal Medicine III, Division of Rheumatology, Medical University Vienna, Vienna, Austria
| | - Daniel Aletaha
- Department of Internal Medicine III, Division of Rheumatology, Medical University Vienna, Vienna, Austria
| | - Helga Radner
- Department of Internal Medicine III, Division of Rheumatology, Medical University Vienna, Vienna, Austria
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13
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Gregory DJ, Vannier A, Duey AH, Roady TJ, Dzeng RK, Pavlovic MN, Chapin MH, Mukherjee S, Wilmot H, Chronos N, Charles RC, Ryan ET, LaRocque RC, Miller TE, Garcia-Beltran WF, Thierauf JC, Iafrate AJ, Mullenbrock S, Stump MD, Wetzel RK, Polakiewicz RD, Naranbhai V, Poznansky MC. Repertoires of SARS-CoV-2 epitopes targeted by antibodies vary according to severity of COVID-19. Virulence 2022; 13:890-902. [PMID: 35587156 PMCID: PMC9122311 DOI: 10.1080/21505594.2022.2073025] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 04/11/2022] [Accepted: 04/28/2022] [Indexed: 02/08/2023] Open
Abstract
Antibodies to SARS-CoV-2 are central to recovery and immunity from COVID-19. However, the relationship between disease severity and the repertoire of antibodies against specific SARS-CoV-2 epitopes an individual develops following exposure remains incompletely understood. Here, we studied seroprevalence of antibodies to specific SARS-CoV-2 and other betacoronavirus antigens in a well-annotated, community sample of convalescent and never-infected individuals obtained in August 2020. One hundred and twenty-four participants were classified into five groups: previously exposed but without evidence of infection, having no known exposure or evidence of infection, seroconverted without symptoms, previously diagnosed with symptomatic COVID-19, and recovered after hospitalization with COVID-19. Prevalence of IgGs specific to the following antigens was compared between the five groups: recombinant SARS-CoV-2 and betacoronavirus spike and nucleocapsid protein domains, peptides from a tiled array of 22-mers corresponding to the entire spike and nucleocapsid proteins, and peptides corresponding to predicted immunogenic regions from other proteins of SARS-CoV-2. Antibody abundance generally correlated positively with severity of prior illness. A number of specific immunogenic peptides and some that may be associated with milder illness or protection from symptomatic infection were identified. No convincing association was observed between antibodies to Receptor Binding Domain(s) (RBDs) of less pathogenic betacoronaviruses HKU1 or OC43 and COVID-19 severity. However, apparent cross-reaction with SARS-CoV RBD was evident and some predominantly asymptomatic individuals had antibodies to both MERS-CoV and SARS-CoV RBDs. Findings from this pilot study may inform development of diagnostics, vaccines, and therapeutic antibodies, and provide insight into viral pathogenic mechanisms.
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Affiliation(s)
- David J. Gregory
- Vaccine and Immunotherapy Center, Massachusetts General Hospital, Boston, MA, USA
- Pediatric Infectious Disease, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Augustin Vannier
- Vaccine and Immunotherapy Center, Massachusetts General Hospital, Boston, MA, USA
| | - Akiro H. Duey
- Vaccine and Immunotherapy Center, Massachusetts General Hospital, Boston, MA, USA
| | - Tyler J. Roady
- Vaccine and Immunotherapy Center, Massachusetts General Hospital, Boston, MA, USA
| | - Richard K. Dzeng
- Vaccine and Immunotherapy Center, Massachusetts General Hospital, Boston, MA, USA
| | - Maia N. Pavlovic
- Vaccine and Immunotherapy Center, Massachusetts General Hospital, Boston, MA, USA
| | - Michael H. Chapin
- Vaccine and Immunotherapy Center, Massachusetts General Hospital, Boston, MA, USA
| | - Sonia Mukherjee
- Vaccine and Immunotherapy Center, Massachusetts General Hospital, Boston, MA, USA
| | | | | | - Richelle C. Charles
- Harvard Medical School, Boston, MA, USA
- Division of Infectious Diseases, Massachusetts General Hospital Boston, Boston, MA, USA
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Edward T. Ryan
- Cardiology Care Clinics, Eatonton, GA, USA
- Division of Infectious Diseases, Massachusetts General Hospital Boston, Boston, MA, USA
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Regina C. LaRocque
- Harvard Medical School, Boston, MA, USA
- Division of Infectious Diseases, Massachusetts General Hospital Boston, Boston, MA, USA
| | - Tyler E. Miller
- Harvard Medical School, Boston, MA, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Wilfredo F. Garcia-Beltran
- Harvard Medical School, Boston, MA, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Julia C. Thierauf
- Harvard Medical School, Boston, MA, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - A. John Iafrate
- Harvard Medical School, Boston, MA, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | | | | | | | | | - Vivek Naranbhai
- Harvard Medical School, Boston, MA, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Mark C. Poznansky
- Vaccine and Immunotherapy Center, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
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14
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Singal AG, Masica A, Esselink K, Murphy CC, Dever JA, Reczek A, Bensen M, Mack N, Stutts E, Ridenhour JL, Galt E, Brainerd J, Kopplin N, Yekkaluri S, Rubio C, Anderson S, Jan K, Whitworth N, Wagner J, Allen S, Muthukumar AR, Tiro J. Population-based correlates of COVID-19 infection: An analysis from the DFW COVID-19 prevalence study. PLoS One 2022; 17:e0278335. [PMID: 36454745 PMCID: PMC9714738 DOI: 10.1371/journal.pone.0278335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Accepted: 11/14/2022] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND COVID-19 has resulted in over 1 million deaths in the U.S. as of June 2022, with continued surges after vaccine availability. Information on related attitudes and behaviors are needed to inform public health strategies. We aimed to estimate the prevalence of COVID-19, risk factors of infection, and related attitudes and behaviors in a racially, ethnically, and socioeconomically diverse urban population. METHODS The DFW COVID-19 Prevalence Study Protocol 1 was conducted from July 2020 to March 2021 on a randomly selected sample of adults aged 18-89 years, living in Dallas or Tarrant Counties, Texas. Participants were asked to complete a 15-minute questionnaire and COVID-19 PCR and antibody testing. COVID-19 prevalence estimates were calculated with survey-weighted data. RESULTS Of 2969 adults who completed the questionnaire (7.4% weighted response), 1772 (53.9% weighted) completed COVID-19 testing. Overall, 11.5% of adults had evidence of COVID-19 infection, with a higher prevalence among Hispanic and non-Hispanic Black persons, essential workers, those in low-income neighborhoods, and those with lower education attainment compared to their counterparts. We observed differences in attitudes and behaviors by race and ethnicity, with non-Hispanic White persons being less likely to believe in the importance of mask wearing, and racial and ethnic minorities more likely to attend social gatherings. CONCLUSION Over 10% of an urban population was infected with COVID-19 early during the pandemic. Differences in attitudes and behaviors likely contribute to sociodemographic disparities in COVID-19 prevalence.
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Affiliation(s)
- Amit G. Singal
- University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Andrew Masica
- Texas Health Resources, Fort Worth, Texas, United States of America
| | - Kate Esselink
- University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Caitlin C. Murphy
- University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Jill A. Dever
- RTI International, Washington, District of Columbia, United States of America
| | - Annika Reczek
- University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Matthew Bensen
- RTI International Headquarters, Research Triangle Park, North Carolina, United States of America
| | - Nicole Mack
- RTI International Headquarters, Research Triangle Park, North Carolina, United States of America
| | - Ellen Stutts
- RTI International Headquarters, Research Triangle Park, North Carolina, United States of America
| | - Jamie L. Ridenhour
- RTI International Headquarters, Research Triangle Park, North Carolina, United States of America
| | - Evan Galt
- University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Jordan Brainerd
- University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Noa Kopplin
- University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Sruthi Yekkaluri
- University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Chris Rubio
- University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Shelby Anderson
- University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Kathryn Jan
- University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | | | | | - Stephen Allen
- Texas Health Resources, Fort Worth, Texas, United States of America
| | - Alagar R. Muthukumar
- University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Jasmin Tiro
- University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
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15
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Freedman ND, Brown L, Newman LM, Jones JM, Benoit TJ, Averhoff F, Bu X, Bayrak K, Lu A, Coffey B, Jackson L, Chanock SJ, Kerlavage AR. COVID-19 SeroHub, an online repository of SARS-CoV-2 seroprevalence studies in the United States. Sci Data 2022; 9:727. [DOI: 10.1038/s41597-022-01830-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 11/09/2022] [Indexed: 11/28/2022] Open
Abstract
AbstractSeroprevalence studies provide useful information about the proportion of the population either vaccinated against SARS-CoV-2, previously infected with the virus, or both. Numerous studies have been conducted in the United States, but differ substantially by dates of enrollment, target population, geographic location, age distribution, and assays used. This can make it challenging to identify and synthesize available seroprevalence data by geographic region or to compare infection-induced versus combined infection- and vaccination-induced seroprevalence. To facilitate public access and understanding, the National Institutes of Health and the Centers for Disease Control and Prevention developed the COVID-19 Seroprevalence Studies Hub (COVID-19 SeroHub, https://covid19serohub.nih.gov/), a data repository in which seroprevalence studies are systematically identified, extracted using a standard format, and summarized through an interactive interface. Within COVID-19 SeroHub, users can explore and download data from 178 studies as of September 1, 2022. Tools allow users to filter results and visualize trends over time, geography, population, age, and antigen target. Because COVID-19 remains an ongoing pandemic, we will continue to identify and include future studies.
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16
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Binder RA, Fujimori GF, Forconi CS, Reed GW, Silva LS, Lakshmi PS, Higgins A, Cincotta L, Dutta P, Salive MC, Mangolds V, Anya O, Calvo Calle JM, Nixon T, Tang Q, Wessolossky M, Wang Y, Ritacco DA, Bly CS, Fischinger S, Atyeo C, Oluoch PO, Odwar B, Bailey JA, Maldonado-Contreras A, Haran JP, Schmidt AG, Cavacini L, Alter G, Moormann AM. SARS-CoV-2 Serosurveys: How Antigen, Isotype and Threshold Choices Affect the Outcome. J Infect Dis 2022; 227:371-380. [PMID: 36314635 PMCID: PMC9891417 DOI: 10.1093/infdis/jiac431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 10/21/2022] [Accepted: 10/27/2022] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND Evaluating the performance of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) serological assays and clearly articulating the utility of selected antigens, isotypes, and thresholds is crucial to understanding the prevalence of infection within selected communities. METHODS This cross-sectional study, implemented in 2020, screened PCRconfirmed coronavirus disease 2019 patients (n 86), banked prepandemic and negative samples (n 96), healthcare workers and family members (n 552), and university employees (n 327) for antiSARS-CoV-2 receptor-binding domain, trimeric spike protein, and nucleocapsid protein immunoglobulin (Ig)G and IgA antibodies with a laboratory-developed enzyme-linked immunosorbent assay and tested how antigen, isotype and threshold choices affected the seroprevalence outcomes. The following threshold methods were evaluated: (i) mean 3 standard deviations of the negative controls; (ii) 100 specificity for each antigen-isotype combination; and (iii) the maximal Youden index. RESULTS We found vastly different seroprevalence estimates depending on selected antigens and isotypes and the applied threshold method, ranging from 0.0 to 85.4. Subsequently, we maximized specificity and reported a seroprevalence, based on more than one antigen, ranging from 9.3 to 25.9. CONCLUSIONS This study revealed the importance of evaluating serosurvey tools for antigen-, isotype-, and threshold-specific sensitivity and specificity, to interpret qualitative serosurvey outcomes reliably and consistently across studies.
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Affiliation(s)
- Raquel A Binder
- Correspondence: Raquel A. Binder, University of Massachusetts Chan Medical School, Worcester, MA 01605 ()
| | | | | | - George W Reed
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | - Leandro S Silva
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | - Priya Saikumar Lakshmi
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | - Amanda Higgins
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | - Lindsey Cincotta
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | - Protiva Dutta
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | - Marie-Claire Salive
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | - Virginia Mangolds
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | - Otuwe Anya
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | - J Mauricio Calvo Calle
- Department of Pathology, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | - Thomas Nixon
- Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | - Qiushi Tang
- Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | - Mireya Wessolossky
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | - Yang Wang
- MassBiologics, University of Massachusetts Medical School, Boston, Massachusetts, USA
| | - Dominic A Ritacco
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | - Courtney S Bly
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | | | - Caroline Atyeo
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, Massachusetts, USA
| | - Peter O Oluoch
- Department of Microbiology and Physiological Systems, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | - Boaz Odwar
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | - Jeffrey A Bailey
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School, Brown University, Providence, Rhode Island, USA
| | - Ana Maldonado-Contreras
- Department of Microbiology and Physiological Systems, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | - John P Haran
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA,Department of Microbiology and Physiological Systems, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | - Aaron G Schmidt
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, Massachusetts, USA,Department of Microbiology, Harvard Medical School, Boston, Massachusetts, USA
| | - Lisa Cavacini
- MassBiologics, University of Massachusetts Medical School, Boston, Massachusetts, USA
| | - Galit Alter
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, Massachusetts, USA
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17
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Seroprevalence of Anti-SARS-CoV-2 Antibodies in High-Risk Occupational and Low-Risk Groups in Southwestern Iran. Jundishapur J Microbiol 2022. [DOI: 10.5812/jjm-126975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Background: Monitoring the spread of SARS-CoV-2 has been considered by the World Health Organization (WHO). We examined the prevalence of anti-SARS-CoV-2 immunoglobulin antibodies in southwestern Iran in spring 2020. The circulation of SARS-CoV-2 is high in the general population, especially among health care workers (HCWs) who are in close contact with patients. Objectives: The aim of this study was to determine the prevalence of anti-SARS-CoV-2 antigen in high-risk occupational and low-risk groups to investigate risk factors for serum positivity in Shiraz, southwestern Iran. Methods: A cross-sectional survey was performed on 366 participants (204 from high-risk and 162 from low-risk subjects). IgG and IgM antibodies were detected using Pishtaz Teb COVID-19 ELISA Kits to evaluate SARS-CoV-2-antigen in serum samples. After enzyme-linked immunosorbent assay (ELISA), serum prevalence, as well as IgG/IgM positive factors, was determined using logistic regression. Results: From July to September 2020 (a few months after reporting the first case of COVID-19 cases in Iran), out of 366 survived people, 72 (40.9%) were IgG positive, and 50 (27.5%) were IgM positive. The frequency of positive serology for IgG and IgM antibodies in individuals aged < 30 years was higher in the low-risk group than in the high-risk group. Multivariate logistic regression showed that headache (OR 0.312 [95% CI: 0.136 - 0.717]) and cough (OR 0.427 [95% CI: 0.182 - 1.004]) factors were associated with IgG or IgM positive serology. Conclusions: Between July and September 2020, the prevalence of anti-SARS-CoV-2 antigen was high in Shiraz. The prevalence of SARS-CoV-2 IgG/IgM antibodies in the high-risk group and their family as low risk was shown to increase viral infection due to close contact with COVID 19 patients than in the general population. Several factors were found to be related to the prevalence of anti-SARS-CoV-2 antigen that needs to be considered by policymakers to determine what to do about the SARS-CoV-2 pandemic.
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18
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Leone V, Meisinger C, Temizel S, Kling E, Gerstlauer M, Frühwald MC, Burkhardt K. Longitudinal change in SARS-CoV-2 seroprevalence in 3-to 16-year-old children: The Augsburg Plus study. PLoS One 2022; 17:e0272874. [PMID: 35951611 PMCID: PMC9371315 DOI: 10.1371/journal.pone.0272874] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 07/27/2022] [Indexed: 11/19/2022] Open
Abstract
Background
Currently, more than 30,200,000 COVID-19 cases have been diagnosed in Germany alone. However, data regarding prevalence of COVID-19 in children, both in Germany and internationally, are sparse. We sought to evaluate the number of infected children by measuring IgG antibodies.
Methods
Oropharyngeal swabs were collected between December 2020 and August 2021 to measure SARS-CoV-2, and capillary blood for the detection of SARS-CoV-2 antibodies (by rapid test NADAL® and filter paper test Euroimmun® ELISA); venous blood was taken for validation (Roche® ECLIA and recomLine Blot) in 365 German children aged 3–16 years from 30 schools and preschools. We used multiple serological tests because the filter paper test Euroimmun® ELISA performs better in terms of sensitivity and specificity than the rapid test NADAL®. The Roche® ECLIA test is used to detect SARS-CoV-2 spike protein, and the recomLine Blot test is used to rule out the possibility of infection by seasonal SARS-viruses and to test for specific SARS-CoV-2 proteins (NP, RBD and S1). In addition, one parent each (n = 336), and 4–5 teachers/caregivers (n = 90) per institution were tested for IgG antibodies from capillary blood samples. The total study duration was 4 months per child, including the first follow-up after 2 months and the second after 4 months.
Results
Of 364 children tested at baseline, 3.6% (n = 13) were positive for SARS-CoV-2 IgG antibodies using Euroimmun® ELISA. Seven children reported previously testing positive for SARS-CoV-2; each of these was confirmed by the Roche® Anti-SARS-CoV-2-ECLIA (antibody to spike protein 1) test. SARS-CoV-2 IgG antibodies persisted over a 4-month period, but levels decreased significantly (p = 0.004) within this timeframe. The median IgG values were 192.0 BAU/ml [127.2; 288.2], 123.6 BAU/ml [76.6; 187.7] and 89.9 BAU/ml [57.4; 144.2] at baseline, 2 months and 4 months after baseline, respectively. During the study period, no child tested positive for SARS-CoV-2 by oropharyngeal swab. A total of 4.3% of all parents and 3.7% of teachers/caregivers tested positive for IgG antibodies by Euroimmun® ELISA at baseline.
Conclusion
We noted a rather low seroprevalence in children despite an under-reporting of SARS-CoV-2 infections. Measurement of IgG antibodies derived from capillary blood appears to be a valid tool to detect asymptomatic infections in children. However, no asymptomatic active infection was detected during the study period of 4 months in the whole cohort. Further data on SARS-CoV-2 infections in children are needed, especially in the group of <5-year-olds, as there is currently no licensed vaccine for this age group in Germany. The Robert Koch Institute’s Standing Commission on Vaccination (STIKO) recommended COVID-19 vaccination for 12–17 and 5–11 year olds in August 2021 and May 2022 respectively.
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Affiliation(s)
- Vincenza Leone
- Chair of Epidemiology, University of Augsburg, University Hospital Augsburg, Augsburg, Germany
- * E-mail:
| | - Christa Meisinger
- Chair of Epidemiology, University of Augsburg, University Hospital Augsburg, Augsburg, Germany
| | - Selin Temizel
- Department of Hygiene and Environmental Medicine, University Hospital Augsburg, Augsburg, Germany
| | - Elisabeth Kling
- Institute of Laboratory Medicine and Microbiology University Hospital Augsburg, Augsburg, Germany
| | - Michael Gerstlauer
- Paediatric and Adolescent Medicine University Hospital Augsburg, Augsburg, Germany
| | - Michael C. Frühwald
- Paediatric and Adolescent Medicine University Hospital Augsburg, Augsburg, Germany
| | - Katrin Burkhardt
- Institute of Laboratory Medicine and Microbiology University Hospital Augsburg, Augsburg, Germany
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19
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Abstract
The study aimed to establish the performance of the SARS-CoV-2 Rapid Antibody Test (IgG and IgM) and the Elecsys Anti-SARS-CoV-2 S assay in vaccinated individuals. A panel of serum samples from Boca Biolistics was utilized to assess antibodies following vaccination, consisting of samples drawn prior to vaccination, after the first dose, or at least 14 days after the second dose of Moderna mRNA-1273 or Pfizer-BioNTech BNT162b2 COVID-19 vaccines. Agreement between the two methods was measured and stratified by test evaluator and assay lot. Agreement between the SARS-CoV-2 Rapid Antibody Test (IgG) and Elecsys Anti-SARS-CoV-2 S assay qualitative measurements at the different assessment points for both mRNA-1273 and BNT162b2 ranged between 97.06% (95% confidence interval [CI] 84.67, 99.93) to 100% (95% CI 82.35, 100). Agreement of the SARS-CoV-2 Rapid Antibody Test (IgG) with the Elecsys Anti-SARS-CoV-2 S assay was not highly influenced by either lot or evaluator. There was a medium-to-strong correlation between the semiquantitative SARS-CoV-2 Rapid Antibody Test (IgG) result and quantitative Elecsys Anti-SARS-CoV-2 S assay in samples taken after both doses of the vaccines, with higher intensity bands being associated with higher total anti-S antibody titer (mRNA-1273, P = 0.0019; BNT162b2, P < 0.0001). Conclusion Semiquantitative SARS-CoV-2 Rapid Antibody Test (IgG) and quantitative Elecsys Anti-SARS-CoV-2 S assay correlated well, suggesting that the SARS-CoV-2 Rapid Antibody Test (IgG) is helpful in understanding the immune response postvaccination. The current data support the use of the SARS-CoV-2 Rapid Antibody Test (IgG) in the vaccinated population. IMPORTANCE Serologic assays are an essential tool for seroprevalence surveys, for quality control of vaccines, and to determine the response to vaccination. Although a correlate of immunity has not yet been established for COVID-19 vaccines, antibody titers after natural infection and vaccination have been associated with protection from symptomatic SARS-CoV-2 infection. Rapid point-of-care assays can be of use in this context with advantages over centralized testing, such as speed and ease of use. The point-of-care SARS-CoV-2 Rapid Antibody Test (IgG) compared favorably to the Elecsys Anti-SARS-CoV-2 S assay with agreement rates above 97.06%, after one or two doses of Moderna mRNA-1273 or Pfizer-BioNTech BNT162b2. Semiquantitative SARS-CoV-2 Rapid Antibody Test (IgG) and quantitative Elecsys Anti-SARS-CoV-2 S assay results correlated well, suggesting that SARS-CoV-2 Rapid Antibody Test (IgG) is helpful in understanding the immune response postvaccination. The current data support the use of the SARS-CoV-2 Rapid Antibody Test (IgG) in the vaccinated population.
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20
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Hajissa K, Islam MA, Hassan SA, Zaidah AR, Ismail N, Mohamed Z. Seroprevalence of SARS-CoV-2 Antibodies in Africa: A Systematic Review and Meta-Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19127257. [PMID: 35742506 PMCID: PMC9223681 DOI: 10.3390/ijerph19127257] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Revised: 05/31/2022] [Accepted: 06/06/2022] [Indexed: 02/06/2023]
Abstract
A reliable estimate of SARS-CoV-2-specific antibodies is increasingly important to track the spread of infection and define the true burden of the ongoing COVID-19 pandemic. A systematic review and a meta-analysis were conducted with the objective of estimating the seroprevalence of SARS-CoV-2 infection in Africa. A systematic search of the PubMed, Scopus, Web of Science and Google Scholar electronic databases was conducted. Thirty-five eligible studies were included. Using meta-analysis of proportions, the overall seroprevalence of anti-SARS-CoV-2 antibodies was calculated as 16% (95% CI 13.1-18.9%). Based on antibody isotypes, 14.6% (95% CI 12.2-17.1%) and 11.5% (95% CI 8.7-14.2%) were seropositive for SARS-CoV-2 IgG and IgM, respectively, while 6.6% (95% CI 4.9-8.3%) were tested positive for both IgM and IgG. Healthcare workers (16.3%) had higher seroprevalence than the general population (11.7%), blood donors (7.5%) and pregnant women (5.7%). The finding of this systematic review and meta-analysis (SRMA) may not accurately reflect the true seroprevalence status of SARS-CoV-2 infection in Africa, hence, further seroprevalence studies across Africa are required to assess and monitor the growing COVID-19 burden.
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Affiliation(s)
- Khalid Hajissa
- Department of Medical Microbiology and Parasitology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia; (K.H.); (S.A.H.); (A.R.Z.); (N.I.)
- Department of Zoology, Faculty of Science and Technology, Omdurman Islamic University, P.O. Box 382, Omdurman 14415, Sudan
| | - Md Asiful Islam
- Department of Haematology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham B15 2TT, UK
- Correspondence: or (M.A.I.); (Z.M.)
| | - Siti Asma Hassan
- Department of Medical Microbiology and Parasitology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia; (K.H.); (S.A.H.); (A.R.Z.); (N.I.)
- Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia
| | - Abdul Rahman Zaidah
- Department of Medical Microbiology and Parasitology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia; (K.H.); (S.A.H.); (A.R.Z.); (N.I.)
- Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia
| | - Nabilah Ismail
- Department of Medical Microbiology and Parasitology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia; (K.H.); (S.A.H.); (A.R.Z.); (N.I.)
- Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia
| | - Zeehaida Mohamed
- Department of Medical Microbiology and Parasitology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia; (K.H.); (S.A.H.); (A.R.Z.); (N.I.)
- Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia
- Correspondence: or (M.A.I.); (Z.M.)
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21
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Azami M, Moradi Y, Moradkhani A, Aghaei A. SARS-CoV-2 seroprevalence around the world: an updated systematic review and meta-analysis. Eur J Med Res 2022; 27:81. [PMID: 35655237 PMCID: PMC9160514 DOI: 10.1186/s40001-022-00710-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 05/16/2022] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Covid-19 has been one of the major concerns around the world in the last 2 years. One of the challenges of this disease has been to determine its prevalence. Conflicting results of the serology test in Covid explored the need for an updated meta-analysis on this issue. Thus, this systematic review aimed to estimate the prevalence of global SARS-CoV-2 serology in different populations and geographical areas. METHODS To identify studies evaluating the seroprevalence of SARS-CoV-2, a comprehensive literature search was performed from international databases, including Medline (PubMed), Web of Sciences, Scopus, EMBASE, and CINHAL. RESULTS In this meta-analysis, the results showed that SARS-CoV-2 seroprevalence is between 3 and 15% worldwide. In Eastern Mediterranean, the pooled estimate of seroprevalence SARS-CoV-2 was 15% (CI 95% 5-29%), and in Africa, the pooled estimate was 6% (CI 95% 1-13%). In America, the pooled estimate was 8% (CI 95% 6-11%), and in Europe, the pooled estimate was 5% (CI 95% 4-6%). Also the last region, Western Pacific, the pooled estimate was 3% (CI 95% 2-4%). Besides, we analyzed three of these areas separately. This analysis estimated the prevalence in subgroups such as study population, diagnostic methods, sampling methods, time, perspective, and type of the study. CONCLUSION The present meta-analysis showed that the seroprevalence of SARS-CoV-2 has been between 3 and 15% worldwide. Even considering the low estimate of this rate and the increasing vaccination in the world, many people are still susceptible to SARS-CoV-2.
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Affiliation(s)
- Mobin Azami
- Student Research Committee, Kurdistan University of Medical Sciences, Sanandaj, Iran
| | - Yousef Moradi
- Department of Epidemiology and Biostatistics, Faculty of Medicine, Kurdistan University of Medical Science, Sanandaj, Iran
- Social Determinants of Health Research Center, Research Institute for Health Development, Kurdistan University of Medical Sciences, Sanandaj, Iran
| | - Asra Moradkhani
- Student Research Committee, Kurdistan University of Medical Sciences, Sanandaj, Iran
| | - Abbas Aghaei
- Department of Epidemiology and Biostatistics, Faculty of Medicine, Kurdistan University of Medical Science, Sanandaj, Iran.
- Social Determinants of Health Research Center, Research Institute for Health Development, Kurdistan University of Medical Sciences, Sanandaj, Iran.
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22
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Cerami C, Popkin-Hall ZR, Rapp T, Tompkins K, Zhang H, Muller MS, Basham C, Whittelsey M, Chhetri SB, Smith J, Litel C, Lin KD, Churiwal M, Khan S, Rubinstein R, Claman F, Mollan K, Wohl D, Premkumar L, Powers KA, Juliano JJ, Lin FC, Lin JT. Household Transmission of Severe Acute Respiratory Syndrome Coronavirus 2 in the United States: Living Density, Viral Load, and Disproportionate Impact on Communities of Color. Clin Infect Dis 2022; 74:1776-1785. [PMID: 34383889 PMCID: PMC8436395 DOI: 10.1093/cid/ciab701] [Citation(s) in RCA: 36] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Households are hot spots for severe acute respiratory syndrome coronavirus 2 transmission. METHODS This prospective study enrolled 100 coronavirus disease 2019 (COVID-19) cases and 208 of their household members in North Carolina though October 2020, including 44% who identified as Hispanic or non-White. Households were enrolled a median of 6 days from symptom onset in the index case. Incident secondary cases within the household were detected using quantitative polymerase chain reaction of weekly nasal swabs (days 7, 14, 21) or by seroconversion at day 28. RESULTS Excluding 73 household contacts who were PCR-positive at baseline, the secondary attack rate (SAR) among household contacts was 32% (33 of 103; 95% confidence interval [CI], 22%-44%). The majority of cases occurred by day 7, with later cases confirmed as household-acquired by viral sequencing. Infected persons in the same household had similar nasopharyngeal viral loads (intraclass correlation coefficient = 0.45; 95% CI, .23-.62). Households with secondary transmission had index cases with a median viral load that was 1.4 log10 higher than those without transmission (P = .03), as well as higher living density (more than 3 persons occupying fewer than 6 rooms; odds ratio, 3.3; 95% CI, 1.02-10.9). Minority households were more likely to experience high living density and had a higher risk of incident infection than did White households (SAR, 51% vs 19%; P = .01). CONCLUSIONS Household crowding in the context of high-inoculum infections may amplify the spread of COVID-19, potentially contributing to disproportionate impact on communities of color.
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Affiliation(s)
- Carla Cerami
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
- Medical Research Council Unit The Gambia at the London School of Hygiene & Tropical Medicine, Fajara, The Gambia
| | - Zachary R Popkin-Hall
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Tyler Rapp
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Kathleen Tompkins
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Haoming Zhang
- Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Meredith S Muller
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Christopher Basham
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Maureen Whittelsey
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Srijana B Chhetri
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Judy Smith
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Christy Litel
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Kelly D Lin
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Mehal Churiwal
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Salman Khan
- Department of Microbiology and Immunology, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Rebecca Rubinstein
- Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Faith Claman
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Katie Mollan
- Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
| | - David Wohl
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Lakshmanane Premkumar
- Department of Microbiology and Immunology, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Kimberly A Powers
- Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Jonathan J Juliano
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Feng-Chang Lin
- Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Jessica T Lin
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
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23
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Guarino C, Larson E, Babasyan S, Rollins A, Joshi LR, Laverack M, Parrilla L, Plocharczyk E, Diel DG, Wagner B. Development of a quantitative COVID-19 multiplex assay and its use for serological surveillance in a low SARS-CoV-2 incidence community. PLoS One 2022; 17:e0262868. [PMID: 35061843 PMCID: PMC8782306 DOI: 10.1371/journal.pone.0262868] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 01/06/2022] [Indexed: 12/14/2022] Open
Abstract
A serological COVID-19 Multiplex Assay was developed and validated using serum samples from convalescent patients and those collected prior to the 2020 pandemic. After initial testing of multiple potential antigens, the SARS-CoV-2 nucleocapsid protein (NP) and receptor-binding domain (RBD) of the spike protein were selected for the human COVID-19 Multiplex Assay. A comparison of synthesized and mammalian expressed RBD proteins revealed clear advantages of mammalian expression. Antibodies directed against NP strongly correlated with SARS-CoV-2 virus neutralization assay titers (rsp = 0.726), while anti-RBD correlation was moderate (rsp = 0.436). Pan-Ig, IgG, IgA, and IgM against NP and RBD antigens were evaluated on the validation sample sets. Detection of NP and RBD specific IgG and IgA had outstanding performance (AUC > 0.90) for distinguishing patients from controls, but the dynamic range of the IgG assay was substantially greater. The COVID-19 Multiplex Assay was utilized to identify seroprevalence to SARS-CoV-2 in people living in a low-incidence community in Ithaca, NY. Samples were taken from a cohort of healthy volunteers (n = 332) in early June 2020. Only two volunteers had a positive result on a COVID-19 PCR test performed prior to serum sampling. Serological testing revealed an exposure rate of at least 1.2% (NP) or as high as 5.7% (RBD), higher than the measured incidence rate of 0.16% in the county at that time. This highly sensitive and quantitative assay can be used for monitoring community exposure rates and duration of immune response following both infection and vaccination.
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Affiliation(s)
- Cassandra Guarino
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY, United States of America
| | - Elisabeth Larson
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY, United States of America
| | - Susanna Babasyan
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY, United States of America
| | - Alicia Rollins
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY, United States of America
| | - Lok R. Joshi
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY, United States of America
| | - Melissa Laverack
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY, United States of America
| | - Lara Parrilla
- Cayuga Medical Center, Ithaca, NY, United States of America
| | | | - Diego G. Diel
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY, United States of America
| | - Bettina Wagner
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY, United States of America
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Wang Y, Tsai TC, Duncan D, Ji J. Association of city-level walkability, accessibility to biking and public transportation and socio-economic features with COVID-19 infection in Massachusetts, USA: An ecological study. GEOSPATIAL HEALTH 2022; 17. [PMID: 35147011 DOI: 10.4081/gh.2022.1017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Accepted: 08/16/2021] [Indexed: 06/14/2023]
Abstract
With people restricted to their residences, neighbourhood characteristics may affect behaviour and risk of coronavirus disease 2019 (COVID-19) infection. We aimed to analyse whether neighbourhoods with higher walkability, public transit, biking services and higher socio-economic status were associated with lower COVID-19 infection during the peak of the COVID-19 pandemic in Massachusetts. We used Walk Score®, Bike Score®, and Transit Score® indices to assess the walkability and transportation of 72 cities in Massachusetts, USA based on availability of data and collected the total COVID-19 case numbers of each city up to 10 April 2021. We used univariate and multivariate linear models to analyse the effects of these scores on COVID-19 cases per 100,000 in each city, adjusting for demographic covariates and all covariates, respectively. In the 72 cities studied, the average Walk Score, Transit Score and Bike Score was 48.7, 36.5 and 44.1, respectively, with a total of 426,182 COVID-19 cases. Higher Walk Score, Transit Score, and Bike Score rankings were negatively associated with COVID-19 cases per 100,000 persons (<0.05). Cities with a higher proportion of Hispanic population and a lower median household income were associated with more COVID-19 cases per 100,000 (P<0.05). Higher Walk Score, Transit Score and Bike Score were shown to be protective against COVID-19 transmission, while socio-demographic factors were associated with COVID-19 infection. Understanding the complex relationship of how the structure of the urban environment may constrain commuting patterns for residents and essential workers during COVID-19 would offer potential insights on future pandemic preparedness and response.
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Affiliation(s)
- Yucheng Wang
- Vanke School of Public Health, Tsinghua University, Beijing.
| | - Thomas C Tsai
- Department of Surgery, Brigham and Women’s Hospital, Boston, MA, USA; Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, MA.
| | - Dustin Duncan
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY.
| | - John Ji
- Vanke School of Public Health, Tsinghua University, Beijing.
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Almudarra S, Kamel S, Saleh E, Alaswad R, Alruwaily A, Almowald S, Alqunaibet AM, Almudiaheem A, Almutlaq H, Alserehi H, Almalki S, Bahlaq MA, Alsahafi AJ, Alsaif F, Khojah AT, Al-Tawfiq JA, Asiri SI, Assiri A, Jokhdar H. High seroprevalence of SARS-CoV-2 among high-density communities in Saudi Arabia. Infection 2021; 50:643-649. [PMID: 34881415 PMCID: PMC8653801 DOI: 10.1007/s15010-021-01726-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 10/26/2021] [Indexed: 12/23/2022]
Abstract
Background The Severe Acute Respiratory Syndrome Coronavirus 2 (SARS‐CoV‐2) infection had been investigated utilizing serology. Materials and methods This community-based sero-survey was carried out in the neighborhoods of three cities in Saudi Arabia. Results Of 5629 participants, 2766 (49.1%) were women; and 2148 (38.1%) were 18–34 years of age, and 3645 (64.7%) were from South East Asia. Positive serology was seen in 2825 (50.2% (95% CI: 48.8–51.5%) for SARS-CoV-2 anti-S1 IgG antibodies by ECLIA. Being in the age category of 18–34 years and being from Eastern Mediterranean Region (country A) were associated with higher COVID-19 seropositivity with estimated odds ratio of 1.3 [95% CI 1.1–1.8] and 2.5 [95% CI 1.1.5–4.2] respectively. Gender, social status, education, nationality, symptoms, presence of comorbidities and activity style were positively associated with increased seropositivity. Factors associated negatively with the rate of seropositivity were higher education and having outdoor activity with estimated OR of 0.92 [95% CI 0.46–0.95] and 0.59 [95% CI 0.47–0.74], respectively. Conclusion The study showed high seroprevalence of SARS-CoV-2 among high density population. Health education campaigns should target middle-aged, those with low education, those living in lower standards and indoor workers.
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Affiliation(s)
- Sami Almudarra
- Public Health Agency, Saudi Ministry of Health, Riyadh, Saudi Arabia
| | - Shady Kamel
- Field Epidemiology Training Program, Public Health Agency, Saudi Ministry of Health, Riyadh, Saudi Arabia
| | - Eman Saleh
- Department of Public Health and Community Medicine, Faculty of Medicine, Mansoura University, Mansoura, Egypt
| | - Rehab Alaswad
- Saudi Center of Disease Prevention and Control, Riyadh, Saudi Arabia
| | - Amaal Alruwaily
- Saudi Center of Disease Prevention and Control, Riyadh, Saudi Arabia
| | - Shaza Almowald
- Saudi Center of Disease Prevention and Control, Riyadh, Saudi Arabia
| | | | | | - Hind Almutlaq
- Saudi Center of Disease Prevention and Control, Riyadh, Saudi Arabia
| | - Haleema Alserehi
- Saudi Center of Disease Prevention and Control, Riyadh, Saudi Arabia
| | - Safar Almalki
- Ministry of Health Laboratories, Saudi Ministry of Health, Riyadh, Saudi Arabia
| | - Mohannad Abdulhafiz Bahlaq
- Public Health Deputy, Madinah Directorate of Health Affairs, Saudi Ministry of Health, Riyadh, Saudi Arabia
| | - Abdullah Jaber Alsahafi
- Public Health Deputy, Jeddah Directorate of Health Affairs, Saudi Ministry of Health, Riyadh, Saudi Arabia
| | - Faisal Alsaif
- College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Abdullah T Khojah
- Faculty of Medicine, Al Imam Muhammad ibn Saud Islamic University, Riyadh, Saudi Arabia
| | - Jaffar A Al-Tawfiq
- Infectious Disease Unit, Specialty Internal Medicine, Johns Hopkins Aramco Healthcare, Dhahran, Saudi Arabia.
- Infectious Disease Division, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA.
- Infectious Disease Division, Department of Medicine, Johns Hopkins University, Baltimore, MD, USA.
| | | | - Abdullah Assiri
- Public Health Agency, Saudi Ministry of Health, Riyadh, Saudi Arabia
| | - Hani Jokhdar
- Public Health Agency, Saudi Ministry of Health, Riyadh, Saudi Arabia
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Lateral flow assays (LFA) as an alternative medical diagnosis method for detection of virus species: The intertwine of nanotechnology with sensing strategies. Trends Analyt Chem 2021; 145:116460. [PMID: 34697511 PMCID: PMC8529554 DOI: 10.1016/j.trac.2021.116460] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Viruses are responsible for multiple infections in humans that impose huge health burdens on individuals and populations worldwide. Therefore, numerous diagnostic methods and strategies have been developed for prevention, management, and decreasing the burden of viral diseases, each having its advantages and limitations. Viral infections are commonly detected using serological and nucleic acid-based methods. However, these conventional and clinical approaches have some limitations that can be resolved by implementing other detector devices. Therefore, the search for sensitive, selective, portable, and costless approaches as efficient alternative clinical methods for point of care testing (POCT) analysis has gained much attention in recent years. POCT is one of the ultimate goals in virus detection, and thus, the tests need to be rapid, specific, sensitive, accessible, and user-friendly. In this review, after a brief overview of viruses and their characteristics, the conventional viral detection methods, the clinical approaches, and their advantages and shortcomings are firstly explained. Then, LFA systems working principles, benefits, classification are discussed. Furthermore, the studies regarding designing and employing LFAs in diagnosing different types of viruses, especially SARS-CoV-2 as a main concern worldwide and innovations in the LFAs' approaches and designs, are comprehensively discussed here. Furthermore, several strategies addressed in some studies for overcoming LFA limitations like low sensitivity are reviewed. Numerous techniques are adopted to increase sensitivity and perform quantitative detection. Employing several visualization methods, using different labeling reporters, integrating LFAs with other detection methods to benefit from both LFA and the integrated detection device advantages, and designing unique membranes to increase reagent reactivity, are some of the approaches that are highlighted.
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Churiwal M, Lin KD, Khan S, Chhetri S, Muller MS, Tompkins K, Smith J, Litel C, Whittelsey M, Basham C, Rapp T, Cerami C, Premkumar L, Lin JT. Assessment of the Field Utility of a Rapid Point-of-Care Test for SARS-CoV-2 Antibodies in a Household Cohort. Am J Trop Med Hyg 2021; 106:156-159. [PMID: 34818625 PMCID: PMC8733539 DOI: 10.4269/ajtmh.21-0592] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Accepted: 10/11/2021] [Indexed: 11/07/2022] Open
Abstract
Point-of-care (POC) tests to detect SARS-CoV-2 antibodies offer quick assessment of serostatus after natural infection or vaccination. We compared the field performance of the BioMedomics COVID-19 IgM/IgG Rapid Antibody Test against an ELISA in 303 participants enrolled in a SARS-CoV-2 household cohort study. The rapid antibody test was easily implemented with consistent interpretation across 14 users in a variety of field settings. Compared with ELISA, detection of seroconversion lagged by 5 to 10 days. However, it retained a sensitivity of 90% (160/177, 95% confidence interval [CI] 85-94%) and specificity of 100% (43/43, 95% CI 92-100%) for those tested 3 to 5 weeks after symptom onset. Sensitivity was diminished among those with asymptomatic infection (74% [14/19], 95% CI 49-91%) and early in infection (45% [29/64], 95% CI 33-58%). When used appropriately, rapid antibody tests offer a convenient way to detect symptomatic infections during convalescence.
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Affiliation(s)
- Mehal Churiwal
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Kelly D. Lin
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Salman Khan
- Department of Microbiology and Immunology, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Srijana Chhetri
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Meredith S. Muller
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Kathleen Tompkins
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Judy Smith
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Christy Litel
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Maureen Whittelsey
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Christopher Basham
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Tyler Rapp
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Carla Cerami
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina
- MRC Unit The Gambia at the London School of Hygiene & Tropical Medicine, Fajara, The Gambia
| | - Lakshmanane Premkumar
- Department of Microbiology and Immunology, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Jessica T. Lin
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, North Carolina
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Maltezou HC, Krumbholz B, Mavrouli M, Tseroni M, Gamaletsou MN, Botsa E, Anastassopoulou C, Gikas A, Fournarakou E, Kavieri M, Koureli A, Mandilara D, Marinopoulou A, Theodorikakou A, Tsiahris P, Zarzali A, Pournaras S, Lourida A, Elefsiniotis I, Vrioni G, Sipsas NV, Tsakris A. A study of the evolution of the third COVID-19 pandemic wave in the Athens metropolitan area, Greece, through two cross-sectional seroepidemiological surveys: March, June 2021. J Med Virol 2021; 94:1465-1472. [PMID: 34812522 PMCID: PMC9011894 DOI: 10.1002/jmv.27465] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 11/11/2021] [Accepted: 11/19/2021] [Indexed: 12/22/2022]
Abstract
We studied the third coronavirus disease 2019 (COVID‐19) pandemic wave in Athens metropolitan area (3 738 901 inhabitants) through two seroepidemiological surveys. Persons presenting in 12 healthcare facilities across Athens in March and June 2021 were studied (764 and 901, respectively). Immunoglobulin G antibodies against severe acute respiratory syndrome coronavirus 2 (SARS‐CoV‐2) spike protein were measured by a chemiluminescent microparticle immunoassay. In March the seroprevalence rate was 11.6%, meaning that 435 208 residents of Athens had evidence of immunity. The respective values in June were 55.7% and 2 082 568 residents. The highest seroprevalence rates attributed to SARS‐CoV‐2 infection were recorded in persons <18 years (16.3% in March and 31.6% in June), while immunity was mainly vaccine‐induced in persons 18–64 years and >65 years. Infection‐attributed immunity also increased in older‐age groups. Wide ranges in seroprevalence rates were noted across areas in March and June. The highest seroprevalence rates were recorded in Piraeus (47.2%) and West Attica (37.5%). However, the highest increase (>5 times) occurred in Piraeus and the South Section of Athens, which are among the most densely populated areas in Athens. In both study periods, history of COVID‐19 or febrile episode, and having a cohabitant with COVID‐19 were associated with increased risk for seropositivity among unvaccinated persons (p values <0.001 for all). Residing in Piraeus, the South Section or West Attica was associated with increased risk for seropositivity in June (p values <0.001). Wide heterogeneity in seroprevalence rates was found across areas in Athens, which is mainly attributed to population density. The impact of population mobility and socioeconomic status should be explored.
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Affiliation(s)
- Helena C Maltezou
- Directorate of Research, Studies, and Documentation, National Public Health Organization, Athens, Greece
| | | | - Maria Mavrouli
- Department of Microbiology, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Maria Tseroni
- Directorate of Epidemiological Surveillance of Infectious Diseases, National Public Health Organization, Athens, Greece
| | - Maria N Gamaletsou
- Department of Pathophysiology, Medical School, National and Kapodistrian University of Athens, and General Hospital of Athens Laiko, Athens, Greece
| | - Evanthia Botsa
- First Department of Pediatrics, National and Kapodistrian University of Athens, Aghia Sophia Children's Hospital, Athens, Greece
| | - Cleo Anastassopoulou
- Department of Microbiology, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | | | | | | | | | - Dionysia Mandilara
- Academic Department of Internal Medicine, General Oncology Hospital of Kifisia "Agioi Anargyroi", National and Kapodistrian University of Athens, Athens, Greece
| | | | | | | | | | - Spyridon Pournaras
- Laboratory of Clinical Microbiology, Attikon University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Athanasia Lourida
- Infection Control Committee, Aghia Sophia Children's Hospital, Athens, Greece
| | - Ioannis Elefsiniotis
- Academic Department of Internal Medicine, General Oncology Hospital of Kifisia "Agioi Anargyroi", National and Kapodistrian University of Athens, Athens, Greece
| | - Georgia Vrioni
- Department of Microbiology, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Nikolaos V Sipsas
- Department of Pathophysiology, Medical School, National and Kapodistrian University of Athens, and General Hospital of Athens Laiko, Athens, Greece
| | - Athanasios Tsakris
- Department of Microbiology, Medical School, National and Kapodistrian University of Athens, Athens, Greece
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29
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Flamand C, Alves Sarmento C, Enfissi A, Bailly S, Beillard E, Gaillet M, Michaud C, Servas V, Clement N, Perilhou A, Carage T, Musso D, Carod JF, Eustache S, Tourbillon C, Boizon E, James S, Djossou F, Salje H, Cauchemez S, Rousset D. Seroprevalence of anti-SARS-CoV-2 IgG at the first epidemic peak in French Guiana, July 2020. PLoS Negl Trop Dis 2021; 15:e0009945. [PMID: 34767549 PMCID: PMC8639096 DOI: 10.1371/journal.pntd.0009945] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 12/02/2021] [Accepted: 10/22/2021] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND While Latin America has been heavily affected by the pandemic, only a few seroprevalence studies have been conducted there during the first epidemic wave in the first half of 2020. METHODOLOGY/PRINCIPAL FINDINGS A cross-sectional survey was performed between 15 July 2020 and 23 July 2020 among individuals who visited 4 medical laboratories or 5 health centers for routine screening or clinical management, with the exception of symptomatic suggestive cases of covid-19. Samples were screened for the presence of anti-SARS-CoV-2 IgG directed against domain S1 of the SARS-CoV-2 spike protein using the anti-SARS-CoV-2 enzyme-linked immunosorbent assay (ELISA) from Euroimmun. CONCLUSIONS/SIGNIFICANCE The overall seroprevalence was 15.4% [9.3%-24.4%] among 480 participants, ranging from 4.0% to 25.5% across the different municipalities. The seroprevalence did not differ according to gender (p = 0.19) or age (p = 0.51). Among SARS-CoV-2 positive individuals, we found that 24.6% [11.5%-45.2%] reported symptoms consistent with COVID-19. Our findings revealed high levels of infection across the territory but a low number of resulting deaths, which can be explained by French Guiana's young population structure.
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Affiliation(s)
- Claude Flamand
- Epidemiology unit, Institut Pasteur in French Guiana, Cayenne, French Guiana
- Mathematical Modelling of Infectious Diseases Unit, Institut Pasteur, UMR2000, CNRS, Paris, France
| | | | - Antoine Enfissi
- Laboratory of Virology, Institut Pasteur in French Guiana, Cayenne, French Guiana
| | - Sarah Bailly
- Epidemiology unit, Institut Pasteur in French Guiana, Cayenne, French Guiana
| | - Emmanuel Beillard
- Medical Biology Laboratory, Institut Pasteur in French Guiana, Cayenne, French Guiana
| | - Mélanie Gaillet
- Health Centers Department, Cayenne Hospital Center, Cayenne, French Guiana
| | - Céline Michaud
- Health Centers Department, Cayenne Hospital Center, Cayenne, French Guiana
| | - Véronique Servas
- Health Centers Department, Cayenne Hospital Center, Cayenne, French Guiana
| | - Nathalie Clement
- Clinical Core of the Center for Translational Sciences, Institut Pasteur, Paris, France
| | - Anaïs Perilhou
- Clinical Core of the Center for Translational Sciences, Institut Pasteur, Paris, France
| | - Thierry Carage
- Carage Medical Biology Laboratory, Kourou, French Guiana
| | - Didier Musso
- Laboratoires Eurofins Labazur Guyane, Remire, French Guiana
- Aix Marseille University, IRD, AP-HM, SSA, VITROME, IHU-Méditerranée Infection, Marseille, France
| | - Jean-françois Carod
- Medical Biology laboratory, Centre Hospitalier de l’Ouest Guyanais, Saint-Laurent du Maroni, French Guiana
| | - Stéphanie Eustache
- Epidemiology unit, Institut Pasteur in French Guiana, Cayenne, French Guiana
| | - Céline Tourbillon
- Epidemiology unit, Institut Pasteur in French Guiana, Cayenne, French Guiana
| | - Elodie Boizon
- Epidemiology unit, Institut Pasteur in French Guiana, Cayenne, French Guiana
| | - Samantha James
- Epidemiology unit, Institut Pasteur in French Guiana, Cayenne, French Guiana
| | - Félix Djossou
- Infectious and Tropical Diseases Unit, Cayenne Hospital Center, Cayenne, French Guiana
| | - Henrik Salje
- Mathematical Modelling of Infectious Diseases Unit, Institut Pasteur, UMR2000, CNRS, Paris, France
- Department of Genetics, University of Cambridge, Cambridge, United Kingdom
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Simon Cauchemez
- Mathematical Modelling of Infectious Diseases Unit, Institut Pasteur, UMR2000, CNRS, Paris, France
| | - Dominique Rousset
- Laboratory of Virology, Institut Pasteur in French Guiana, Cayenne, French Guiana
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30
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Albuquerque JOMD, Kamioka GA, Madalosso G, Costa SA, Ferreira PB, Pino FA, Sato APS, Carvalho ACAD, Amorim ABP, Aires CC, Kataoka APAG, Savani ESMM, Bessa TAF, Aguiar BSD, Failla MA, Santos EAD, Brito EMT, Santos MCHD, Silva SMSE, Caldeira LAV, Zamarco LC, Fonseca SMS, Lima MMDC, Marques IA, Silva FÉVD, Glasser PR, Burihan PCPR, Cavazzana CL, Mello DSD, Pellini ACG, Nishio FY, Kian FM, Braga EDS, Bertelli NMP, Fracini W, Gonçalves MDÁ, Zular PS, Piva RDS, Masi E. Prevalence evolution of SARS-CoV-2 infection in the city of São Paulo, 2020-2021. Rev Saude Publica 2021; 55:62. [PMID: 34706038 PMCID: PMC8522737 DOI: 10.11606/s1518-8787.2021055003970] [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: 06/06/2021] [Accepted: 06/24/2021] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE To estimate the evolution of the prevalence of SARS-CoV-2 virus infection among residents aged 18 years or over in the municipality of São Paulo. METHODS This is a population-based household survey conducted every 15 days, between June and September 2020, and January and February 2021. In total, the study comprised 11 phases. The presence of antibodies against SARS-CoV-2 was identified in venous blood using a lateral flow test, Wondfo Biotech. In the last phase, the researchers combined it with an immunoenzymatic test, Euroimmun. The participants also answered a semi-structured questionnaire on sociodemographic and economic factors, and on social distancing measures. Prevalence estimates and the 95% confidence interval were estimated according to regions, Human Development Index, sex, age group, ethnicity, education, income, and variables associated with risk or prevention of infection. To compare the frequencies among the categories of each variable, the chi-square test with Rao-Scott correction was used, considering a significance level of 5%. RESULTS In total, 23,397 individuals were interviewed and had their samples collected. The estimated prevalence of antibodies against SARS-CoV-2 ranged from 9.7% (95%CI: 7.9–11.8%) to 25.0% (95%CI: 21.7–28.7). The prevalence of individuals with antibodies against the virus was higher among black and brown people, people with lower schooling and income, and among residents of regions with lower Human Development Index. The lowest prevalences were associated with recommended measures of disease protection. The proportion of asymptomatic infection was 45.1%. CONCLUSION The estimated prevalence of the infection was lower than the cumulative incidence variation, except for the last phase of the study. The differences in prevalence estimates observed among subpopulations showed social inequality as a risk of infection. The lower prevalence observed among those who could follow prevention measures reinforce the need to maintain social distancing measures as a way to prevent SARS-CoV-2 infection.
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Affiliation(s)
| | - Gabriela Akemi Kamioka
- Secretaria Municipal de Saúde. Coordenadoria de Vigilância em Saúde.São Paulo, SP, Brasil.,Universidade de São Paulo. Faculdade de Saúde Pública. São Paulo, SP, Brasil
| | - Geraldine Madalosso
- Secretaria Municipal de Saúde. Coordenadoria de Vigilância em Saúde.São Paulo, SP, Brasil
| | - Selma Anequini Costa
- Secretaria Municipal de Saúde. Coordenadoria de Vigilância em Saúde.São Paulo, SP, Brasil
| | - Paula Bisordi Ferreira
- Secretaria Municipal de Saúde. Coordenadoria de Vigilância em Saúde.São Paulo, SP, Brasil
| | - Francisco Alberto Pino
- Secretaria de Agricultura e Abastecimento. Instituto de Economia Agrícola. São Paulo, SP, Brasil
| | | | | | | | - Caroline Cotrim Aires
- Secretaria Municipal de Saúde. Coordenadoria de Vigilância em Saúde.São Paulo, SP, Brasil
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Paula Regina Glasser
- Secretaria Municipal de Saúde. Coordenadoria de Vigilância em Saúde.São Paulo, SP, Brasil
| | | | | | | | | | | | | | - Elza de Santana Braga
- Secretaria Municipal de Saúde. Coordenadoria Regional de Saúde. São Paulo, SP, Brasil
| | | | - Wagner Fracini
- Secretaria Municipal de Saúde. Coordenadoria Regional de Saúde. São Paulo, SP, Brasil
| | | | - Paulete Secco Zular
- Secretaria Municipal de Saúde. Coordenadoria Regional de Saúde. São Paulo, SP, Brasil
| | | | - Eduardo Masi
- Secretaria Municipal de Saúde. Coordenadoria de Vigilância em Saúde.São Paulo, SP, Brasil
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31
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Khan SMS, Qurieshi MA, Haq I, Majid S, Ahmad J, Ayub T, Bhat AA, Fazili AB, Ganai AM, Jan Y, Kaul RUR, Khan ZA, Masoodi MA, Mushtaq B, Nazir F, Nazir M, Raja MW, Rasool M, Asma A, Ayoub S, Aziz M, Bhat AA, Chowdri IN, Ismail S, Kawoosa MF, Khan MA, Khan MS, Kousar R, Lone AA, Nabi S, Obaid M, Qazi TB, Sabah I, Sumji IA. Seroprevalence of SARS-CoV-2-specific IgG antibodies in Kashmir, India, 7 months after the first reported local COVID-19 case: results of a population-based seroprevalence survey from October to November 2020. BMJ Open 2021; 11:e053791. [PMID: 34556519 PMCID: PMC8461364 DOI: 10.1136/bmjopen-2021-053791] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVES We designed a population-based survey in Kashmir to estimate the seroprevalence of SARS-CoV-2-specific IgG antibodies in the general population aged 18 years and above. SETTING The survey was conducted among 110 villages and urban wards across 10 districts in Kashmir from 17 October 2020 to 4 November 2020. PARTICIPANTS Individuals aged 18 years and above were eligible to be included in the survey. Serum samples were tested for the presence of SARS-CoV-2-specific IgG antibodies using the Abbott SARS-CoV-2 IgG assay. PRIMARY AND SECONDARY OUTCOME MEASURES We labelled assay results equal to or above the cut-off index value of 1.4 as positive for SARS-CoV-2-specific IgG antibodies. Seroprevalence estimates were adjusted for the sampling design and assay characteristics. RESULTS Out of 6397 eligible individuals enumerated, 6315 (98.7%) agreed to participate. The final analysis was done on 6230 participants. Seroprevalence adjusted for the sampling design and assay characteristics was 36.7% (95% CI 34.3% to 39.2%). Seroprevalence was higher among the older population. Among seropositive individuals, 10.2% (247/2415) reported a history of COVID-19-like symptoms. Out of 474 symptomatic individuals, 233 (49.2%) reported having been tested. We estimated an infection fatality rate of 0.034%. CONCLUSIONS During the first 7 months of the COVID-19 epidemic in Kashmir Valley, approximately 37% of individuals were infected. The reported number of COVID-19 cases was only a small fraction of the estimated number of infections. A more efficient surveillance system with strengthened reporting of COVID-19 cases and deaths is warranted.
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Affiliation(s)
- S Muhammad Salim Khan
- Community Medicine, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Mariya Amin Qurieshi
- Community Medicine, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Inaamul Haq
- Community Medicine, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Sabhiya Majid
- Biochemistry, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Javid Ahmad
- Community Medicine, Sher-i-Kashmir Institute of Medical Sciences, Srinagar, Jammu and Kashmir, India
| | - Taha Ayub
- Community Medicine, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Ashfaq Ahmad Bhat
- Community Medicine, SKIMS Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Anjum Bashir Fazili
- Community Medicine, Sher-i-Kashmir Institute of Medical Sciences, Srinagar, Jammu and Kashmir, India
| | - Abdul Majeed Ganai
- Community Medicine, Government Medical College Baramulla, Baramulla, Jammu and Kashmir, India
| | - Yasmeen Jan
- Community Medicine, SKIMS Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Rauf-Ur-Rashid Kaul
- Community Medicine, Sher-i-Kashmir Institute of Medical Sciences, Srinagar, Jammu and Kashmir, India
| | - Zahid Ali Khan
- Community Medicine, Government Medical College Baramulla, Baramulla, Jammu and Kashmir, India
| | - Muneer Ahmad Masoodi
- Community Medicine, Government Medical College Anantnag, Anantnag, Jammu and Kashmir, India
| | - Beenish Mushtaq
- Community Medicine, SKIMS Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Fouzia Nazir
- Community Medicine, Government Medical College Anantnag, Anantnag, Jammu and Kashmir, India
| | - Muzamil Nazir
- Community Medicine, Government Medical College Baramulla, Baramulla, Jammu and Kashmir, India
| | - Malik Waseem Raja
- Community Medicine, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Mahbooba Rasool
- Community Medicine, Government Medical College Anantnag, Anantnag, Jammu and Kashmir, India
| | - Anjum Asma
- Community Medicine, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Shifana Ayoub
- Community Medicine, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Munazza Aziz
- Directorate of Health Services, Government of Jammu and Kashmir, Srinagar, Jammu and Kashmir, India
| | - Arif Akbar Bhat
- Biochemistry, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Iqra Nisar Chowdri
- Community Medicine, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Shaista Ismail
- Community Medicine, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Misbah Ferooz Kawoosa
- Community Medicine, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Mehvish Afzal Khan
- Community Medicine, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Mosin Saleem Khan
- Biochemistry, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Rafiya Kousar
- Community Medicine, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Ab Aziz Lone
- Community Medicine, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Shahroz Nabi
- Community Medicine, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Mohammad Obaid
- Biochemistry, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Tanzeela Bashir Qazi
- Community Medicine, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Iram Sabah
- Community Medicine, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
| | - Ishtiyaq Ahmad Sumji
- Community Medicine, Government Medical College Srinagar, Srinagar, Jammu and Kashmir, India
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Assessment of SARS-CoV-2 Anti-Spike IgG Antibody in Women and Children in Madinah, Saudi Arabia: A Single-Center Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18199971. [PMID: 34639276 PMCID: PMC8507915 DOI: 10.3390/ijerph18199971] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 09/07/2021] [Accepted: 09/17/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND Coronavirus disease 2019 (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Information on the prevalence of SARS-CoV-2 antibodies in women and children in Madinah has been limited. The current study aimed to evaluate SARS-CoV-2 IgG seropositivity among women and children at Madinah Maternity and Children's Hospital. METHODS In this cross-sectional study, 579 participants were recruited between January and April 2021 from Madinah Maternity and Children's Hospital, Saudi Arabia. Data concerning age, sex (for children), blood group, and height and weight (for women) were collected from the hospital database. SARS-CoV-2 anti-spike (anti-S) IgG antibodies were detected by enzyme-linked immunosorbent assay (ELISA). RESULTS Over 58% of children (n = 195), including 60% of children ≤ 1 year (n = 75), and 50.2% (n = 124) of women were SARS-CoV-2 anti-S IgG seropositive. Significantly higher anti-S IgG levels were observed in children than in women (0.78 ± 1.05 vs. 0.65 ± 0.98, p = 0.008). Compared with women, children had higher odds of high SARS-CoV-2 anti-S IgG levels (odds ratio: 1.41; 95% confidence interval: 1.01-1.97; p = 0.041). No significant associations were observed for anti-S IgG levels with age in women or children or with body mass index among women. CONCLUSION Non-reported COVID-19 infections were more prevalent among children than women, and non-reported COVID-19 infections children represent a viral transmission risk; therefore, increased screening, especially among school-aged children, may represent an important COVID-19 preventive control measure.
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Snyder T, Ravenhurst J, Cramer EY, Reich NG, Balzer L, Alfandari D, Lover AA. Serological surveys to estimate cumulative incidence of SARS-CoV-2 infection in adults (Sero-MAss study), Massachusetts, July-August 2020: a mail-based cross-sectional study. BMJ Open 2021; 11:e051157. [PMID: 34404716 PMCID: PMC8375452 DOI: 10.1136/bmjopen-2021-051157] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVES To estimate the seroprevalence of anti-SARS-CoV-2 IgG and IgM among Massachusetts residents and to better understand asymptomatic SARS-CoV-2 transmission during the summer of 2020. DESIGN Mail-based cross-sectional survey. SETTING Massachusetts, USA. PARTICIPANTS Primary sampling group: sample of undergraduate students at the University of Massachusetts, Amherst (n=548) and a member of their household (n=231).Secondary sampling group: sample of graduate students, faculty, librarians and staff (n=214) and one member of their household (n=78). All participants were residents of Massachusetts without prior COVID-19 diagnosis. PRIMARY AND SECONDARY OUTCOME MEASURES Prevalence of SARS-CoV-2 seropositivity. Association of seroprevalence with variables including age, gender, race, geographic region, occupation and symptoms. RESULTS Approximately 27 000 persons were invited via email to assess eligibility. 1001 households were mailed dried blood spot sample kits, 762 returned blood samples for analysis. In the primary sample group, 36 individuals (4.6%) had IgG antibodies detected for an estimated weighted prevalence in this population of 5.3% (95% CI: 3.5 to 8.0). In the secondary sampling group, 10 participants (3.4%) had IgG antibodies detected for an estimated adjusted prevalence of 4.0% (95% CI: 2.2 to 7.4). No samples were IgM positive. No association was found in either group between seropositivity and self-reported work duties or customer-facing hours. In the primary sampling group, self-reported febrile illness since February 2020, male sex and minority race (Black or American Indian/Alaskan Native) were associated with seropositivity. No factors except geographic regions within the state were associated with evidence of prior SARS-CoV-2 infection in the secondary sampling group. CONCLUSIONS This study fills a critical gap in estimating the levels of subclinical and asymptomatic infection. Estimates can be used to calibrate models estimating levels of population immunity over time, and these data are critical for informing public health interventions and policy.
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Affiliation(s)
- Teah Snyder
- Biostatistics and Epidemiology, School of Public Health and Health Sciences, University of Massachusetts Amherst, Amherst, Massachusetts, USA
| | - Johanna Ravenhurst
- Biostatistics and Epidemiology, School of Public Health and Health Sciences, University of Massachusetts Amherst, Amherst, Massachusetts, USA
| | - Estee Y Cramer
- Biostatistics and Epidemiology, School of Public Health and Health Sciences, University of Massachusetts Amherst, Amherst, Massachusetts, USA
| | - Nicholas G Reich
- Biostatistics and Epidemiology, School of Public Health and Health Sciences, University of Massachusetts Amherst, Amherst, Massachusetts, USA
| | - Laura Balzer
- Biostatistics and Epidemiology, School of Public Health and Health Sciences, University of Massachusetts Amherst, Amherst, Massachusetts, USA
| | - Dominique Alfandari
- Veterinary and Animal Sciences, University of Massachusetts Amherst, Amherst, Massachusetts, USA
| | - Andrew A Lover
- Biostatistics and Epidemiology, School of Public Health and Health Sciences, University of Massachusetts Amherst, Amherst, Massachusetts, USA
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Żółtowska B, Barańska I, Szczerbińska K, Różańska A, Mydel K, Sydor W, Heczko PB, Jachowicz E, Wójkowska-Mach J. Preparedness of Health Care Workers and Medical Students in University Hospital in Krakow for COVID-19 Pandemic within the CRACoV Project. J Clin Med 2021; 10:3487. [PMID: 34441784 PMCID: PMC8396826 DOI: 10.3390/jcm10163487] [Citation(s) in RCA: 3] [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: 06/23/2021] [Revised: 07/30/2021] [Accepted: 08/03/2021] [Indexed: 12/16/2022] Open
Abstract
Backgrounds Health care workers' (HCWs) knowledge of and compliance with personal protective procedures is a key for patients' and personnel safety. The aim of this study was to assess which factors are associated with higher self-evaluations of training on infection prevention and control (IPC) and higher self-assessment of IPC practices used by HCWs regarding COVID-19 in University Hospital in Krakow, Poland, in January 2021. Material and methods This was an online survey on the preparedness for COVID-19 epidemic of medical/non-medical staff and medical students. Questions included in the survey concerned participants' socio-demographic characteristics, hospital staff involvement in the training, knowledge about the hand hygiene, and adherence to IPC measures. Knowledge and Performance Index (K&PI) based on selected questions was constructed for to reflect both subjective (self-evaluation) of preparedness and objective IPC knowledge and skills of HCWs participated in the IPC training. Results A total of 1412 health care workers, including 129 medical students, participated in the study. The largest group, 53.6%, was made up of nurses and paramedics. Age of respondents significantly correlated with knowledge of IPC and with K&PI. The mean age of workers with high K&PI was 42.39 ± 12.53, and among those with low, 39.71 ± 13.10, p < 0.001. 51% UHK workers participated in IPC training, but 11.3% of physicians, 28.8% of other HCWs, and 55.8% of students did not know the IPC standard precaution. Most participants, 72.3%, felt that they had received sufficient training; however, 45.8% of students declined this. There was no correlation between self-reported preparedness and the K&PI, indicating that self-reported preparedness was inadequate for knowledge and skills. Nurses and paramedics assessed their knowledge most accurately. Participants with low K&PI and high subjective evaluation constituted a substantial group in all categories. Students least often overestimated (23.8%) and most often (9.6%) underestimated their knowledge and skills. Conclusions Our study revealed inadequate IPC practice, especially as it refers to the training programme. We confirmed the urgent need of including theory and practice of IPC in curricula of health professions' training in order to provide students with knowledge and skills necessary not only for future pandemic situations but also for everyday work.
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Affiliation(s)
- Barbara Żółtowska
- Center for Innovative Therapy, Clinical Research Coordination Center, University Hospital in Krakow, Poland 2-st, 30-688 Krakow, Poland;
| | - Ilona Barańska
- Laboratory for Research on Aging Society, Department of Sociology of Medicine, Chair of Epidemiology and Preventive Medicine, Medical Faculty, Jagiellonian University Medical College, 31-034 Krakow, Poland; (I.B.); (K.S.)
| | - Katarzyna Szczerbińska
- Laboratory for Research on Aging Society, Department of Sociology of Medicine, Chair of Epidemiology and Preventive Medicine, Medical Faculty, Jagiellonian University Medical College, 31-034 Krakow, Poland; (I.B.); (K.S.)
| | - Anna Różańska
- Chair of Microbiology, Medical Faculty, Jagiellonian University Medical College, 31-034 Kraków, Poland; (A.R.); (P.B.H.); (E.J.); (J.W.-M.)
| | - Krzysztof Mydel
- Deputy Director for Coordination and Development, University Hospital in Krakow, 30-688 Krakow Poland;
| | - Wojciech Sydor
- Center for Innovative Therapy, Clinical Research Coordination Center, University Hospital in Krakow, Poland 2-st, 30-688 Krakow, Poland;
- Department of Rheumatology and Immunology, Jagiellonian University Medical College, 30-688 Krakow, Poland
| | - Piotr B. Heczko
- Chair of Microbiology, Medical Faculty, Jagiellonian University Medical College, 31-034 Kraków, Poland; (A.R.); (P.B.H.); (E.J.); (J.W.-M.)
| | - Estera Jachowicz
- Chair of Microbiology, Medical Faculty, Jagiellonian University Medical College, 31-034 Kraków, Poland; (A.R.); (P.B.H.); (E.J.); (J.W.-M.)
| | - Jadwiga Wójkowska-Mach
- Chair of Microbiology, Medical Faculty, Jagiellonian University Medical College, 31-034 Kraków, Poland; (A.R.); (P.B.H.); (E.J.); (J.W.-M.)
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Parrott JC, Maleki AN, Vassor VE, Osahan S, Hsin Y, Sanderson M, Fernandez S, Levanon Seligson A, Hughes S, Wu J, DeVito AK, LaVoie SP, Rakeman JL, Gould LH, Alroy KA. Prevalence of SARS-CoV-2 Antibodies in New York City Adults, June-October 2020: A Population-Based Survey. J Infect Dis 2021; 224:188-195. [PMID: 34086923 PMCID: PMC8244597 DOI: 10.1093/infdis/jiab296] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Accepted: 06/03/2021] [Indexed: 01/21/2023] Open
Abstract
Background Serosurveys are important to ascertain burden of infection. Prior SARS-CoV-2
serosurveys in New York City (NYC) have used nonrandom samples. During
June–October 2020, the NYC Health Department conducted a population-based
survey to estimate SARS-CoV-2 antibody prevalence in NYC adults. Methods Participants were recruited from the NYC 2020 Community Health Survey. We
estimated citywide and stratified antibody prevalence using a hybrid design:
serum tested at the NYC Health Department using the DiaSorin LIAISON
® SARS-CoV-2 S1/S2 IgG assay and self-reported antibody test
results were used together. Prevalence was estimated using univariate
frequencies and 95% confidence intervals (CI), accounting for complex survey
design. Two-sided P-values ≤0.05 were statistically significant. Results There were 1074 respondents overall; 497 provided blood and 577 provided only
a self-reported antibody test result. Weighted prevalence was 24.3% overall
(95% CI: 20.7–28.3). Latino (30.7%, 95% CI: 24.1–38.2, p<0.01) and Black
(30.7%, 95% CI: 21.9–41.2, p=0.02) respondents had a higher weighted
prevalence compared with White respondents (17.4%, 95% CI: 12.5–23.7). Conclusions By October 2020, nearly 1 in 3 Black and 1 in 3 Latino NYC adults had
SARS-CoV-2 antibodies, highlighting unequal impacts of the COVID-19 pandemic
on Black and Latino adults in NYC.
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Affiliation(s)
- Jannae C Parrott
- New York City Department of Health and Mental Hygiene, Long Island City, New York, USA
| | - Ariana N Maleki
- New York City Department of Health and Mental Hygiene, Long Island City, New York, USA
| | - Valerie E Vassor
- New York City Department of Health and Mental Hygiene, Long Island City, New York, USA
| | - Sukhminder Osahan
- New York City Department of Health and Mental Hygiene, Long Island City, New York, USA
| | - Yusyin Hsin
- New York City Department of Health and Mental Hygiene, Long Island City, New York, USA
| | - Michael Sanderson
- New York City Department of Health and Mental Hygiene, Long Island City, New York, USA
| | - Steven Fernandez
- New York City Department of Health and Mental Hygiene, Long Island City, New York, USA
| | | | - Scott Hughes
- New York City Department of Health and Mental Hygiene, Long Island City, New York, USA
| | - Jing Wu
- New York City Department of Health and Mental Hygiene, Long Island City, New York, USA
| | - Andrea K DeVito
- New York City Department of Health and Mental Hygiene, Long Island City, New York, USA
| | - Stephen P LaVoie
- New York City Department of Health and Mental Hygiene, Long Island City, New York, USA
| | - Jennifer L Rakeman
- New York City Department of Health and Mental Hygiene, Long Island City, New York, USA
| | - L Hannah Gould
- New York City Department of Health and Mental Hygiene, Long Island City, New York, USA
| | - Karen A Alroy
- New York City Department of Health and Mental Hygiene, Long Island City, New York, USA.,COVID-19 Response State, Tribal, Local, and Territorial Support Task Force, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
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Ristić M, Milosavljević B, Vapa S, Marković M, Petrović V. Seroprevalence of antibodies against SARS-CoV-2 virus in Northern Serbia (Vojvodina): A four consecutive sentinel population-based survey study. PLoS One 2021; 16:e0254516. [PMID: 34242377 PMCID: PMC8270141 DOI: 10.1371/journal.pone.0254516] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2021] [Accepted: 06/28/2021] [Indexed: 12/23/2022] Open
Abstract
Background Monitoring changes of seroprevalence over time is important at the beginning and during of COVID-19 outbreak to anticipate its dynamics and plan an adequate public health response. Methods We conducted a repeated cross-sectional investigation among asymptomatic outpatient subjects and covered 0.1% of total population of Northern Serbia (Autonomous Province of Vojvodina). Each participant was tested for anti-SARS-CoV-2 antibodies using an immunochromatographic qualitative test (point-of-care rapid test). In the last round of survey IgG antibodies targeting the S1 subunit of the spike protein and the nucleocapsid protein of SARS-CoV-2 virus were assessed. Results During the four rounds of survey (between the end of April and the end of September), anti-SARS-CoV-2 seropositivities based on immunochromatographic test results were 2.60% (95% CI 1.80–3.63), 3.93% (95% CI 2.85–5.28), 6.11% (95% CI 4.72–7.77) and 14.60% (95% 12.51–16.89), respectively. After adjusting with results obtained from the Line immunoassay test, the estimated overall seroprevalence increased to 16.67% (95% CI 14.45–19.08) corresponding to 322,033 infections in total by the end of September 2020 in Vojvodina’s population. Throughout the course of the study, for every RT-PCR confirmed case of COVID-19, there were 39–87 additional infections in Vojvodina. No significant difference (p>0.05) in SARS-CoV-2 seropositivity regarding gender and between age subgroups was observed over the course of the survey. Conclusions The population prevalence of SARS-CoV-2 antibodies implies much more widespread infection in Vojvodina than indicated by the number of confirmed cases. However, our results suggest that the population of Vojvodina has not reached a desirable level of protection from SARS-CoV-2 virus by the end of September 2020.
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Affiliation(s)
- Mioljub Ristić
- Department of Epidemiology, Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia
- Institute of Public Health of Vojvodina, Novi Sad, Serbia
- * E-mail:
| | | | | | - Miloš Marković
- Department of Immunology, Faculty of Medicine, Institute of Microbiology and Immunology, University of Belgrade, Belgrade, Serbia
| | - Vladimir Petrović
- Department of Epidemiology, Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia
- Institute of Public Health of Vojvodina, Novi Sad, Serbia
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Akama-Garren EH, Shah SA, Zinzuwadia AN, Bartuska A, Hashimoto M, Chu JT, Kruse GR, Cohen MJ. Outcomes of a Student-Led Telemedicine Clinic in Response to COVID-19. J Ambul Care Manage 2021; 44:197-206. [PMID: 34016847 PMCID: PMC8148224 DOI: 10.1097/jac.0000000000000380] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
In response to the coronavirus disease-2019 (COVID-19) pandemic, we developed and launched a student-led telemedicine program in Chelsea. From April to November 2020, over 200 student volunteers contacted over 1000 patients to assess COVID-19 symptoms, provide counseling, and triage patients. Through a retrospective cohort study, we determined that student triage decision was associated with patient outcomes, including hospitalization status, COVID-19 test administration, and COVID-19 test result. These results quantify the outcomes of a student-led telemedicine clinic to combat the ongoing pandemic and may serve as a model for implementation of similar clinics to alleviate mounting health care system burden.
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Affiliation(s)
| | | | | | | | | | - Jacqueline T Chu
- Harvard Medical School, Boston, MA 02115
- Massachusetts General Hospital, Boston, MA 02115
| | - Gina R Kruse
- Harvard Medical School, Boston, MA 02115
- Massachusetts General Hospital, Boston, MA 02115
| | - Marya J Cohen
- Harvard Medical School, Boston, MA 02115
- Massachusetts General Hospital, Boston, MA 02115
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Fai KN, Corine TM, Bebell LM, Mboringong AB, Nguimbis EBPT, Nsaibirni R, Mbarga NF, Eteki L, Nikolay B, Essomba RG, Ndifon M, Ntone R, Hamadou A, Matchim L, Tchiasso D, Abah Abah AS, Essaka R, Peppa S, Crescence F, Ouamba JP, Koku MT, Mandeng N, Fanne M, Eyangoh S, Mballa GAE, Esso L, Epée E, Njouom R, Okomo Assoumou MC, Boum Y. Serologic response to SARS-CoV-2 in an African population. SCIENTIFIC AFRICAN 2021; 12:e00802. [PMID: 34095639 PMCID: PMC8164732 DOI: 10.1016/j.sciaf.2021.e00802] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 04/15/2021] [Accepted: 05/02/2021] [Indexed: 01/04/2023] Open
Abstract
Official case counts suggest Africa has not seen the expected burden of COVID-19 as predicted by international health agencies, and the proportion of asymptomatic patients, disease severity, and mortality burden differ significantly in Africa from what has been observed elsewhere. Testing for SARS-CoV-2 was extremely limited early in the pandemic and likely led to under-reporting of cases leaving important gaps in our understanding of transmission and disease characteristics in the African context. SARS-CoV-2 antibody prevalence and serologic response data could help quantify the burden of COVID-19 disease in Africa to address this knowledge gap and guide future outbreak response, adapted to the local context. However, such data are widely lacking in Africa. We conducted a cross-sectional seroprevalence survey among 1,192 individuals seeking COVID-19 screening and testing in central Cameroon using the Innovita antibody-based rapid diagnostic. Overall immunoglobulin prevalence was 32%, IgM prevalence was 20%, and IgG prevalence was 24%. IgM positivity gradually increased, peaking around symptom day 20. IgG positivity was similar, gradually increasing over the first 10 days of symptoms, then increasing rapidly to 30 days and beyond. These findings highlight the importance of diagnostic testing and asymptomatic SARS-CoV-2 transmission in Cameroon, which likely resulted in artificially low case counts. Rapid antibody tests are a useful diagnostic modality for seroprevalence surveys and infection diagnosis starting 5-7 days after symptom onset. These results represent the first step towards better understanding the SARS-CoV-2 immunological response in African populations.
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Affiliation(s)
| | | | - Lisa M Bebell
- Massachussetts General Hospital, Boston, United States
| | | | | | | | | | | | | | - Rene Ghislain Essomba
- National Public Health Laboratory, Yaoundé, Cameroon
- Faculty of Medicine and Biomedical Sciences, University of Yaoundé 1, Cameroon
| | | | | | - Achta Hamadou
- Public Health Emergency Operation Center, Ministry of Health, Yaoundé, Cameroon
| | | | | | | | | | - Solange Peppa
- National Public Health Laboratory, Yaoundé, Cameroon
| | | | | | | | - Nadia Mandeng
- Public Health Emergency Operation Center, Ministry of Health, Yaoundé, Cameroon
| | - Mahamat Fanne
- Public Health Emergency Operation Center, Ministry of Health, Yaoundé, Cameroon
| | | | | | - Linda Esso
- Public Health Emergency Operation Center, Ministry of Health, Yaoundé, Cameroon
| | - Emilienne Epée
- Public Health Emergency Operation Center, Ministry of Health, Yaoundé, Cameroon
| | | | - Marie-Claire Okomo Assoumou
- National Public Health Laboratory, Yaoundé, Cameroon
- Faculty of Medicine and Biomedical Sciences, University of Yaoundé 1, Cameroon
| | - Yap Boum
- Epicentre, Yaoundé, Cameroon
- Public Health Emergency Operation Center, Ministry of Health, Yaoundé, Cameroon
- Faculty of Medicine and Biomedical Sciences, University of Yaoundé 1, Cameroon
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Gégout Petit A, Jeulin H, Legrand K, Jay N, Bochnakian A, Vallois P, Schvoerer E, Guillemin F. Seroprevalence of SARS-CoV-2, Symptom Profiles and Sero-Neutralization in a Suburban Area, France. Viruses 2021; 13:v13061076. [PMID: 34200070 PMCID: PMC8230202 DOI: 10.3390/v13061076] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Revised: 05/29/2021] [Accepted: 06/01/2021] [Indexed: 01/28/2023] Open
Abstract
The World Health Organisation recommends monitoring the circulation of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). We investigated anti-SARS-CoV-2 total immunoglobulin (IgT) antibody seroprevalence and in vitro sero-neutralization in Nancy, France, in spring 2020. Individuals were randomly sampled from electoral lists and invited with household members over 5 years old to be tested for anti-SARS-CoV-2 (IgT, i.e., IgA/IgG/IgM) antibodies by ELISA (Bio-rad); the sero-neutralization activity was evaluated on Vero CCL-81 cells. Among 2006 individuals, the raw seroprevalence was 2.1% (95% confidence interval 1.5 to 2.9), was highest for 20- to 34-year-old participants (4.7% (2.3 to 8.4)), within than out of socially deprived area (2.5% vs. 1%, p = 0.02) and with than without intra-family infection (p < 10-6). Moreover, 25% of participants presented at least one COVID-19 symptom associated with SARS-CoV-2 positivity (p < 10-13), with highly discriminant anosmia or ageusia (odds ratio 27.8 [13.9 to 54.5]); 16.3% (6.8 to 30.7) of seropositive individuals were asymptomatic. Positive sero-neutralization was demonstrated in vitro for 31/43 seropositive subjects. Regarding the very low seroprevalence, a preventive effect of the lockdown in March 2020 can be assumed for the summer, but a second COVID-19 wave, as expected, could be subsequently observed in this poorly immunized population.
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Affiliation(s)
- Anne Gégout Petit
- IECL, Université de Lorraine, CNRS, Inria, F-54000 Nancy, France; (A.G.P.); (P.V.)
| | - Hélène Jeulin
- LCPME, Université de Lorraine, CNRS, F-54000 Nancy, France;
- Laboratoire de Virologie, CHRU de Nancy Brabois, F-54500 Vandoeuvre-lès-Nancy, France
- Correspondence: ; Tel.: +33-383-153-467
| | - Karine Legrand
- CIC Epidémiologie Clinique, CHRU-Nancy, Inserm, Université de Lorraine, F-54000 Nancy, France; (K.L.); (A.B.); (F.G.)
| | - Nicolas Jay
- LORIA, CHRU-Nancy, Université de Lorraine, CNRS, Inria, LORIA, F-54000 Nancy, France;
| | - Agathe Bochnakian
- CIC Epidémiologie Clinique, CHRU-Nancy, Inserm, Université de Lorraine, F-54000 Nancy, France; (K.L.); (A.B.); (F.G.)
| | - Pierre Vallois
- IECL, Université de Lorraine, CNRS, Inria, F-54000 Nancy, France; (A.G.P.); (P.V.)
| | - Evelyne Schvoerer
- LCPME, Université de Lorraine, CNRS, F-54000 Nancy, France;
- Laboratoire de Virologie, CHRU de Nancy Brabois, F-54500 Vandoeuvre-lès-Nancy, France
| | - Francis Guillemin
- CIC Epidémiologie Clinique, CHRU-Nancy, Inserm, Université de Lorraine, F-54000 Nancy, France; (K.L.); (A.B.); (F.G.)
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Sughayer MA, Mansour A, Al Nuirat A, Souan L, Ghanem M, Siag M. Dramatic rise in seroprevalence rates of SARS-CoV-2 antibodies among healthy blood donors: The evolution of a pandemic. Int J Infect Dis 2021; 107:116-120. [PMID: 33892190 PMCID: PMC8057684 DOI: 10.1016/j.ijid.2021.04.059] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 04/15/2021] [Accepted: 04/16/2021] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Seroprevalence studies of SARS-CoV-2 antibodies are useful in assessing the epidemiological status in the community, and the degree of spread. OBJECTIVE To study the seroprevalence rates of SARS-CoV-2 antibodies among healthy blood donors in Jordan, at various points of time and as the pandemic evolves in the community. METHODS In total, 1374 blood donor samples, from three groups, were tested for SARS-CoV-2 total immunoglobulin antibodies. In the first group, samples from 734 individuals (from donations made between January and June 2020) were tested in June. In the second group, 348 individuals were tested in September 2020. The third group of 292 individuals was tested in February 2021. A qualitative assay was used for testing (specificity 99.8%, sensitivity 100%). RESULTS The first two groups, from January-June and September 2020, when confirmed Covid-19 cases numbered between several hundred and 3000, showed a seroprevalence rate of 0% (95% CI 0.00-0.51%). The third group (early February 2021), when the number of confirmed cases had reached 100 times that of September 2020, revealed a seroprevalence of 27.4% (95% CI 22.5-32.9%). CONCLUSIONS A dramatic rise in seroprevalence of SARS-CoV-2 antibodies was seen among healthy blood donors in Jordan, in parallel with widespread intracommunity transmission of the disease. This information is useful for assessing the degree of herd immunity, and provides for better understanding of the pandemic.
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Affiliation(s)
- Maher A Sughayer
- Department of Pathology and Laboratory Medicine, King Hussein Cancer Center, Amman, Jordan.
| | - Asem Mansour
- Department of Radiology, and CEO, King Hussein Cancer Center, Jordan
| | - Abeer Al Nuirat
- Department of Pathology and Laboratory Medicine, King Hussein Cancer Center, Amman, Jordan
| | - Lina Souan
- Department of Pathology and Laboratory Medicine, King Hussein Cancer Center, Amman, Jordan
| | - Mohammad Ghanem
- Department of Pathology and Laboratory Medicine, King Hussein Cancer Center, Amman, Jordan
| | - Mahmoud Siag
- Department of Pathology and Laboratory Medicine, King Hussein Cancer Center, Amman, Jordan
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Demonbreun AR, McDade TW, Pesce L, Vaught LA, Reiser NL, Bogdanovic E, Velez MP, Hsieh RR, Simons LM, Saber R, Ryan DT, Ison MG, Hultquist JF, Wilkins JT, D'Aquila RT, Mustanski B, McNally EM. Patterns and persistence of SARS-CoV-2 IgG antibodies in Chicago to monitor COVID-19 exposure. JCI Insight 2021; 6:146148. [PMID: 33755598 PMCID: PMC8262291 DOI: 10.1172/jci.insight.146148] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Accepted: 03/18/2021] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Estimates of seroprevalence to SARS-CoV-2 vary widely and may influence vaccination response. We ascertained IgG levels across a single US metropolitan site, Chicago, from June 2020 through December 2020. METHODS Participants (n = 7935) were recruited through electronic advertising and received materials for a self-sampled dried-blood spot assay through the mail or a minimal contact in-person method. IgG against the receptor-binding domain of SARS-CoV-2 was measured using an established highly sensitive and highly specific assay. RESULTS Overall seroprevalence was 17.9%, with no significant difference between method of contact. Only 2.5% of participants reported having had a diagnosis of COVID-19 based on virus detection, consistent with a 7-fold greater exposure to SARS-CoV-2 measured by serology than that detected by viral testing. The range of IgG level observed in seropositive participants from this community survey overlapped with the range of IgG levels associated with COVID-19 cases having a documented positive PCR test. From a subset of those who participated in repeat testing, half of seropositive individuals retained detectable antibodies for 3 to 4 months. CONCLUSION Quantitative IgG measurements with a highly specific and sensitive assay indicated more widespread exposure to SARS-CoV-2 than observed by viral testing. The range of IgG concentrations produced from these asymptomatic exposures was similar to IgG levels occurring after documented nonhospitalized COVID-19, which were considerably lower than those produced from hospitalized COVID-19 cases. The differing ranges of IgG response, coupled with the rate of decay of antibodies, may influence response to subsequent viral exposure and vaccine. Funding National Science Foundation grant 2035114, NIH grant 3UL1TR001422-06S4, NIH National Center for Advancing Translational Sciences grants UL1 TR001422 and UL1 TR002389, Dixon Family Foundation, Northwestern University Cancer Center (NIH grant P30 CA060553), and Walder Foundation’s Chicago Coronavirus Assessment Network.
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Affiliation(s)
- Alexis R Demonbreun
- Center for Genetic Medicine and.,Department of Pharmacology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Thomas W McDade
- Department of Anthropology and Institute for Policy Research, Northwestern University, Evanston, Illinois, USA
| | - Lorenzo Pesce
- Center for Genetic Medicine and.,Department of Pharmacology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Lauren A Vaught
- Center for Genetic Medicine and.,Division of Cardiology, Department of Medicine, and
| | - Nina L Reiser
- Center for Genetic Medicine and.,Division of Cardiology, Department of Medicine, and
| | - Elena Bogdanovic
- Center for Genetic Medicine and.,Division of Cardiology, Department of Medicine, and
| | - Matthew P Velez
- Center for Genetic Medicine and.,Division of Cardiology, Department of Medicine, and
| | - Ryan R Hsieh
- Center for Genetic Medicine and.,Division of Cardiology, Department of Medicine, and
| | - Lacy M Simons
- Division of Infectious Diseases, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Rana Saber
- Institute for Sexual and Gender Minority Health and Wellbeing and Department of Medical Social Sciences, Northwestern University, Chicago, Illinois, USA
| | - Daniel T Ryan
- Institute for Sexual and Gender Minority Health and Wellbeing and Department of Medical Social Sciences, Northwestern University, Chicago, Illinois, USA
| | - Michael G Ison
- Division of Infectious Diseases, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.,Division of Organ Transplantation, Department of Surgery, and
| | - Judd F Hultquist
- Division of Infectious Diseases, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - John T Wilkins
- Center for Genetic Medicine and.,Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Richard T D'Aquila
- Division of Infectious Diseases, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Brian Mustanski
- Institute for Sexual and Gender Minority Health and Wellbeing and Department of Medical Social Sciences, Northwestern University, Chicago, Illinois, USA
| | - Elizabeth M McNally
- Center for Genetic Medicine and.,Division of Cardiology, Department of Medicine, and.,Department of Biochemistry and Molecular Genetics, Northwestern University, Chicago, Illinois, USA
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Snyder T, Ravenhurst J, Cramer EY, Reich NG, Balzer LB, Alfandari D, Lover AA. Serological surveys to estimate cumulative incidence of SARS-CoV-2 infection in adults (Sero-MAss study), Massachusetts, July-August 2020: a mail-based cross-sectional study. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2021:2021.03.05.21249174. [PMID: 33758898 PMCID: PMC7987057 DOI: 10.1101/2021.03.05.21249174] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
BACKGROUND The SARS-CoV-2 pandemic is an unprecedented global health crisis. The state of Massachusetts was especially impacted during the initial stages; however, the extent of asymptomatic transmission remains poorly understood due to limited asymptomatic testing in the "first wave." To address this gap, a geographically representative and contact-free seroprevalence survey was conducted in July-August 2020, to estimate prior undetected SARS-CoV-2 infections. METHODS Students, faculty, librarians and staff members at the University of Massachusetts, Amherst without a previous COVID-19 diagnosis were invited to participate in this study along with one member of their household in June 2020. Two separate sampling frames were generated from administrative lists: all undergraduates and their household members (primary sampling group) were randomly selected with probability proportional to population size. All staff, faculty, graduate students and librarians (secondary sampling group) were selected as a simple random sample. After informed consent and a socio-behavioral survey, participants were mailed test kits and asked to return self-collected dried blood spot (DBS) samples. Samples were analyzed via ELISA for anti-SARS-CoV-2 IgG antibodies, and then IgM antibodies if IgG-positive. Seroprevalence estimates were adjusted for survey non-response. Binomial models were used to assess factors associated with seropositivity in both sample groups separately. RESULTS Approximately 27,000 persons were invited via email to assess eligibility. Of the 1,001 individuals invited to participate in the study, 762 (76%) returned blood samples for analysis. In the primary sampling group 548 returned samples, of which 230 enrolled a household member. Within the secondary sampling group of 214 individuals, 79 enrolled a household member. In the primary sample group, 36 (4.6%) had IgG antibodies detected for an estimated weighed prevalence for this population of 5.3% (95% CI: 3.5 to 8.0). In the secondary sampling group, 10 (3.4%) of 292 individuals had IgG antibodies detected for an estimated adjusted prevalence of 4.0% (95% CI: 2.2 to 7.4). No samples were IgM positive. No association was found in either sample group between seropositivity and self-reported work duties or customer-facing hours. In the primary sampling group, self-reported febrile illness since Feb 2020, male sex, and minority race (Black or American Indian/Alaskan Native) were associated with seropositivity. No factors except geographic regions within the state were associated with evidence of prior SARS-CoV-2 infection in the secondary sampling group. INTERPRETATION This study provides insight into the seroprevalence of university-related populations and their household members across the state of Massachusetts during the summer of 2020 of the pandemic and helps to fill a critical gap in estimating the levels of sub-clinical and asymptomatic infection. Estimates like these can be used to calibrate models that estimate levels of population immunity over time to inform public health interventions and policy.
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Affiliation(s)
- Teah Snyder
- Department of Biostatistics and Epidemiology, School of Public Health and Health Sciences, University of Massachusetts- Amherst, Amherst MA
| | - Johanna Ravenhurst
- Department of Biostatistics and Epidemiology, School of Public Health and Health Sciences, University of Massachusetts- Amherst, Amherst MA
| | - Estee Y. Cramer
- Department of Biostatistics and Epidemiology, School of Public Health and Health Sciences, University of Massachusetts- Amherst, Amherst MA
| | - Nicholas G. Reich
- Department of Biostatistics and Epidemiology, School of Public Health and Health Sciences, University of Massachusetts- Amherst, Amherst MA
| | - Laura B. Balzer
- Department of Biostatistics and Epidemiology, School of Public Health and Health Sciences, University of Massachusetts- Amherst, Amherst MA
| | - Dominique Alfandari
- Department of Veterinary and Animal Sciences, College of Natural Sciences, University of Massachusetts- Amherst, Amherst MA
| | - Andrew A. Lover
- Department of Biostatistics and Epidemiology, School of Public Health and Health Sciences, University of Massachusetts- Amherst, Amherst MA
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Chen X, Chen Z, Azman AS, Deng X, Sun R, Zhao Z, Zheng N, Chen X, Lu W, Zhuang T, Yang J, Viboud C, Ajelli M, Leung DT, Yu H. Serological evidence of human infection with SARS-CoV-2: a systematic review and meta-analysis. Lancet Glob Health 2021; 9:e598-e609. [PMID: 33705690 PMCID: PMC8049592 DOI: 10.1016/s2214-109x(21)00026-7] [Citation(s) in RCA: 143] [Impact Index Per Article: 47.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 01/09/2021] [Accepted: 01/13/2021] [Indexed: 12/17/2022]
Abstract
BACKGROUND A rapidly increasing number of serological surveys for antibodies to SARS-CoV-2 have been reported worldwide. We aimed to synthesise, combine, and assess this large corpus of data. METHODS In this systematic review and meta-analysis, we searched PubMed, Embase, Web of Science, and five preprint servers for articles published in English between Dec 1, 2019, and Dec 22, 2020. Studies evaluating SARS-CoV-2 seroprevalence in humans after the first identified case in the area were included. Studies that only reported serological responses among patients with COVID-19, those using known infection status samples, or any animal experiments were all excluded. All data used for analysis were extracted from included papers. Study quality was assessed using a standardised scale. We estimated age-specific, sex-specific, and race-specific seroprevalence by WHO regions and subpopulations with different levels of exposures, and the ratio of serology-identified infections to virologically confirmed cases. This study is registered with PROSPERO, CRD42020198253. FINDINGS 16 506 studies were identified in the initial search, 2523 were assessed for eligibility after removal of duplicates and inappropriate titles and abstracts, and 404 serological studies (representing tests in 5 168 360 individuals) were included in the meta-analysis. In the 82 studies of higher quality, close contacts (18·0%, 95% CI 15·7-20·3) and high-risk health-care workers (17·1%, 9·9-24·4) had higher seroprevalence than did low-risk health-care workers (4·2%, 1·5-6·9) and the general population (8·0%, 6·8-9·2). The heterogeneity between included studies was high, with an overall I2 of 99·9% (p<0·0001). Seroprevalence varied greatly across WHO regions, with the lowest seroprevalence of general populations in the Western Pacific region (1·7%, 95% CI 0·0-5·0). The pooled infection-to-case ratio was similar between the region of the Americas (6·9, 95% CI 2·7-17·3) and the European region (8·4, 6·5-10·7), but higher in India (56·5, 28·5-112·0), the only country in the South-East Asia region with data. INTERPRETATION Antibody-mediated herd immunity is far from being reached in most settings. Estimates of the ratio of serologically detected infections per virologically confirmed cases across WHO regions can help provide insights into the true proportion of the population infected from routine confirmation data. FUNDING National Science Fund for Distinguished Young Scholars, Key Emergency Project of Shanghai Science and Technology Committee, Program of Shanghai Academic/Technology Research Leader, National Science and Technology Major project of China, the US National Institutes of Health. TRANSLATION For the Chinese translation of the abstract see Supplementary Materials section.
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Affiliation(s)
- Xinhua Chen
- School of Public Health, Fudan University, Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, China
| | - Zhiyuan Chen
- School of Public Health, Fudan University, Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, China
| | - Andrew S Azman
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA; Unit of Population Epidemiology, Division of Primary Care Medicine, Geneva University Hospitals, Geneva, Switzerland; Institute of Global Health, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Xiaowei Deng
- School of Public Health, Fudan University, Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, China
| | - Ruijia Sun
- School of Public Health, Fudan University, Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, China
| | - Zeyao Zhao
- School of Public Health, Fudan University, Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, China
| | - Nan Zheng
- School of Public Health, Fudan University, Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, China
| | - Xinghui Chen
- School of Public Health, Fudan University, Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, China
| | - Wanying Lu
- School of Public Health, Fudan University, Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, China
| | - Tingyu Zhuang
- School of Public Health, Fudan University, Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, China
| | - Juan Yang
- School of Public Health, Fudan University, Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, China
| | - Cecile Viboud
- Division of International Epidemiology and Population Studies, Fogarty International Center, National Institutes of Health, Bethesda, MD, USA
| | - Marco Ajelli
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health, Bloomington, IN, USA
| | - Daniel T Leung
- Division of Infectious Diseases, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Hongjie Yu
- School of Public Health, Fudan University, Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, China; Shanghai Institute of Infectious Disease and Biosecurity, Fudan University, Shanghai, China; Department of Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China.
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Napolitano F, Di Giuseppe G, Montemurro MV, Molinari AM, Donnarumma G, Arnese A, Pavia M, Angelillo IF. Seroprevalence of SARS-CoV-2 Antibodies in Adults and Healthcare Workers in Southern Italy. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:4761. [PMID: 33947008 PMCID: PMC8125185 DOI: 10.3390/ijerph18094761] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 04/20/2021] [Accepted: 04/26/2021] [Indexed: 01/19/2023]
Abstract
BACKGROUND This study was carried out to estimate the seroprevalence of SARS-CoV-2 antibodies in a Southern Italian population. METHODS The study was performed among students and workers of the University of Campania "Luigi Vanvitelli" and the relative Teaching Hospital. Participants were invited to undergo a blood sampling, an interview or to complete a self-administered questionnaire. RESULTS A total of 140 participants (5.8%) tested positive for SARS-CoV-2 antibodies. Positive SARS-CoV-2 test results increased significantly during the months of testing, and those who had had at least one symptom among fever, cough, dyspnea, loss of taste or smell and who had had contact with a family member/cohabitant with confirmed COVID-19 were more likely to test positive. Faculty members were less likely to have a positive test result compared to the healthcare workers (HCWs). Among HCWs, physicians showed the lowest rate of seroconversion (5.2%) compared to nurses (8.9%) and other categories (10%). Nurses and other HCWs compared to the physicians, those who had had at least one symptom among fever, cough, dyspnea, loss of taste or smell, and who had had contact with a family member/cohabitant with confirmed COVID-19 were more likely to test positive. CONCLUSIONS The results have demonstrated that SARS-CoV-2 infection is rapidly spreading even in Southern Italy and confirm the substantial role of seroprevalence studies for the assessment of SARS-CoV-2 infection circulation and potential for further spreading.
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Affiliation(s)
- Francesco Napolitano
- Department of Experimental Medicine, University of Campania “Luigi Vanvitelli”, Via L. Armanni, 5 80138 Naples, Italy; (F.N.); (G.D.G.); (G.D.); (A.A.); (M.P.)
| | - Gabriella Di Giuseppe
- Department of Experimental Medicine, University of Campania “Luigi Vanvitelli”, Via L. Armanni, 5 80138 Naples, Italy; (F.N.); (G.D.G.); (G.D.); (A.A.); (M.P.)
| | - Maria Vittoria Montemurro
- Health Direction, Teaching Hospital of the University of Campania “Luigi Vanvitelli”, Via Santa Maria di Costantinopoli, 104 80138 Naples, Italy;
| | - Anna Maria Molinari
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Via L. De Crecchio, 7 80138 Naples, Italy;
| | - Giovanna Donnarumma
- Department of Experimental Medicine, University of Campania “Luigi Vanvitelli”, Via L. Armanni, 5 80138 Naples, Italy; (F.N.); (G.D.G.); (G.D.); (A.A.); (M.P.)
| | - Antonio Arnese
- Department of Experimental Medicine, University of Campania “Luigi Vanvitelli”, Via L. Armanni, 5 80138 Naples, Italy; (F.N.); (G.D.G.); (G.D.); (A.A.); (M.P.)
| | - Maria Pavia
- Department of Experimental Medicine, University of Campania “Luigi Vanvitelli”, Via L. Armanni, 5 80138 Naples, Italy; (F.N.); (G.D.G.); (G.D.); (A.A.); (M.P.)
| | - Italo Francesco Angelillo
- Department of Experimental Medicine, University of Campania “Luigi Vanvitelli”, Via L. Armanni, 5 80138 Naples, Italy; (F.N.); (G.D.G.); (G.D.); (A.A.); (M.P.)
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Dramatic rise in seroprevalence rates of SARS-CoV-2 antibodies among healthy blood donors: The evolution of a pandemic. INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES : IJID : OFFICIAL PUBLICATION OF THE INTERNATIONAL SOCIETY FOR INFECTIOUS DISEASES 2021. [PMID: 33892190 DOI: 10.1016/j.ijid.2021.04.059.] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
BACKGROUND Seroprevalence studies of SARS-CoV-2 antibodies are useful in assessing the epidemiological status in the community, and the degree of spread. OBJECTIVE To study the seroprevalence rates of SARS-CoV-2 antibodies among healthy blood donors in Jordan, at various points of time and as the pandemic evolves in the community. METHODS In total, 1374 blood donor samples, from three groups, were tested for SARS-CoV-2 total immunoglobulin antibodies. In the first group, samples from 734 individuals (from donations made between January and June 2020) were tested in June. In the second group, 348 individuals were tested in September 2020. The third group of 292 individuals was tested in February 2021. A qualitative assay was used for testing (specificity 99.8%, sensitivity 100%). RESULTS The first two groups, from January-June and September 2020, when confirmed Covid-19 cases numbered between several hundred and 3000, showed a seroprevalence rate of 0% (95% CI 0.00-0.51%). The third group (early February 2021), when the number of confirmed cases had reached 100 times that of September 2020, revealed a seroprevalence of 27.4% (95% CI 22.5-32.9%). CONCLUSIONS A dramatic rise in seroprevalence of SARS-CoV-2 antibodies was seen among healthy blood donors in Jordan, in parallel with widespread intracommunity transmission of the disease. This information is useful for assessing the degree of herd immunity, and provides for better understanding of the pandemic.
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Garcia-Beltran WF, Miller TE, Kirkpatrick G, Nixon A, Astudillo MG, Yang D, Mahanta LM, Murali M, Dighe AS, Lennerz J, Thierauf J, Naranbhai V, Iafrate AJ. Remote Fingerstick Blood Collection for Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Antibody Testing. Arch Pathol Lab Med 2021; 145:415-418. [PMID: 33264390 DOI: 10.5858/arpa.2020-0713-sa] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/25/2020] [Indexed: 11/06/2022]
Abstract
The rapid worldwide spread of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection has propelled the rapid development of serologic tests that can detect anti-SARS-CoV-2 antibodies. These have been used for studying the prevalence and spread of infection in different populations, and helping establish a recent diagnosis of coronavirus disease 2019 (COVID-19), and will likely be used to confirm humoral immunity after infection or vaccination. However, nearly all lab-based high-throughput SARS-CoV-2 serologic assays require a serum sample from venous blood draw, limiting their applications and scalability. Here, we present a method that enables large-scale SARS-CoV-2 serologic studies by combining self or office collection of fingerprick blood with a volumetric absorptive microsampling device (Mitra, Neoteryx LLC) with a high-throughput electrochemiluminescence-based SARS-CoV-2 total antibody assay (Roche Elecsys, Roche Diagnostics Inc) that is emergency use authorization approved for use on serum samples and widely used by clinical laboratories around the world. We found that the Roche Elecsys assay has a high dynamic range that allows for accurate detection of SARS-CoV-2 antibodies in serum samples diluted 1:20 as well as contrived dried blood extracts. Extracts of dried blood from Mitra devices acquired in a community seroprevalence study showed near identical sensitivity and specificity in detection of SARS-CoV-2 antibodies compared with neat sera using predefined thresholds for each specimen type. Overall, this study affirms the use of Mitra dried blood collection device with the Roche Elecsys SARS-CoV-2 total antibody assay for remote or at-home testing as well as large-scale community seroprevalence studies.
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Affiliation(s)
- Wilfredo F Garcia-Beltran
- From the Departments of Pathology (Garcia-Beltran, Miller, Kirkpatrick, Nixon, Astudillo, Yang, Murali, Dighe, Lennerz, Thierauf, Iafrate), Massachusetts General Hospital, Boston.,Garcia-Beltran and Miller contributed equally to this work
| | - Tyler E Miller
- From the Departments of Pathology (Garcia-Beltran, Miller, Kirkpatrick, Nixon, Astudillo, Yang, Murali, Dighe, Lennerz, Thierauf, Iafrate), Massachusetts General Hospital, Boston.,Garcia-Beltran and Miller contributed equally to this work
| | - Grace Kirkpatrick
- From the Departments of Pathology (Garcia-Beltran, Miller, Kirkpatrick, Nixon, Astudillo, Yang, Murali, Dighe, Lennerz, Thierauf, Iafrate), Massachusetts General Hospital, Boston
| | - Andrea Nixon
- From the Departments of Pathology (Garcia-Beltran, Miller, Kirkpatrick, Nixon, Astudillo, Yang, Murali, Dighe, Lennerz, Thierauf, Iafrate), Massachusetts General Hospital, Boston
| | - Michael G Astudillo
- From the Departments of Pathology (Garcia-Beltran, Miller, Kirkpatrick, Nixon, Astudillo, Yang, Murali, Dighe, Lennerz, Thierauf, Iafrate), Massachusetts General Hospital, Boston
| | - Diane Yang
- From the Departments of Pathology (Garcia-Beltran, Miller, Kirkpatrick, Nixon, Astudillo, Yang, Murali, Dighe, Lennerz, Thierauf, Iafrate), Massachusetts General Hospital, Boston
| | - Lisa M Mahanta
- Mass General Brigham Biobank, Boston, Massachusetts (Mahanta)
| | - Mandakolathur Murali
- From the Departments of Pathology (Garcia-Beltran, Miller, Kirkpatrick, Nixon, Astudillo, Yang, Murali, Dighe, Lennerz, Thierauf, Iafrate), Massachusetts General Hospital, Boston.,Medicine (Murali, Naranbhai), Massachusetts General Hospital, Boston
| | - Anand S Dighe
- From the Departments of Pathology (Garcia-Beltran, Miller, Kirkpatrick, Nixon, Astudillo, Yang, Murali, Dighe, Lennerz, Thierauf, Iafrate), Massachusetts General Hospital, Boston
| | - Jochen Lennerz
- From the Departments of Pathology (Garcia-Beltran, Miller, Kirkpatrick, Nixon, Astudillo, Yang, Murali, Dighe, Lennerz, Thierauf, Iafrate), Massachusetts General Hospital, Boston
| | - Julia Thierauf
- From the Departments of Pathology (Garcia-Beltran, Miller, Kirkpatrick, Nixon, Astudillo, Yang, Murali, Dighe, Lennerz, Thierauf, Iafrate), Massachusetts General Hospital, Boston
| | - Vivek Naranbhai
- Medicine (Murali, Naranbhai), Massachusetts General Hospital, Boston
| | - A John Iafrate
- From the Departments of Pathology (Garcia-Beltran, Miller, Kirkpatrick, Nixon, Astudillo, Yang, Murali, Dighe, Lennerz, Thierauf, Iafrate), Massachusetts General Hospital, Boston
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Demonbreun AR, McDade TW, Pesce L, Vaught LA, Reiser NL, Bogdanovic E, Velez MP, Hsieh RR, Simons LM, Saber R, Ryan DT, Ison MG, Hultquist JF, Wilkins JT, D’Aquila RT, Mustanski B, McNally EM. Patterns and persistence of SARS-CoV-2 IgG antibodies in Chicago to monitor COVID-19 exposure. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2021:2020.11.17.20233452. [PMID: 33236031 PMCID: PMC7685344 DOI: 10.1101/2020.11.17.20233452] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Background Estimates of seroprevalence to SARS-CoV-2 vary widely and may influence vaccination response. We ascertained IgG levels across a single US metropolitan site, Chicago, from June 2020 through December 2020. Methods Participants (n=7935) were recruited through electronic advertising and received materials for a self-sampled dried blood spot assay through the mail or a minimal contact in person method. IgG to the receptor binding domain of SARS-CoV-2 was measured using an established highly sensitive and highly specific assay. Results Overall seroprevalence was 17.9%, with no significant difference between method of contact. Only 2.5% of participants reported having had a diagnosis of COVID-19 based on virus detection, consistent with a 7-fold greater exposure to SARS-CoV-2 measured by serology than detected by viral testing. The range of IgG level observed in seropositive participants from this community survey overlapped with the range of IgG levels associated with COVID-19 cases having a documented positive PCR positive test. From a subset of those who participated in repeat testing, half of seropositive individuals retained detectable antibodies for 3-4 months. Conclusions Quantitative IgG measurements with a highly specific and sensitive assay indicate more widespread exposure to SARS-CoV-2 than observed by viral testing. The range of IgG concentration produced from these asymptomatic exposures is similar to IgG levels occurring after documented non-hospitalized COVID-19, which is considerably lower than that produced from hospitalized COVID-19 cases. The differing ranges of IgG response, coupled with the rate of decay of antibodies, may influence response to subsequent viral exposure and vaccine.
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Affiliation(s)
- Alexis R. Demonbreun
- Center for Genetic Medicine, Northwestern University Feinberg School of Medicine
- Department of Pharmacology, Northwestern University Feinberg School of Medicine
| | - Thomas W. McDade
- Department of Anthropology and Institute for Policy Research, Northwestern University
| | - Lorenzo Pesce
- Center for Genetic Medicine, Northwestern University Feinberg School of Medicine
- Department of Pharmacology, Northwestern University Feinberg School of Medicine
| | - Lauren A. Vaught
- Center for Genetic Medicine, Northwestern University Feinberg School of Medicine
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine
| | - Nina L. Reiser
- Center for Genetic Medicine, Northwestern University Feinberg School of Medicine
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine
| | - Elena Bogdanovic
- Center for Genetic Medicine, Northwestern University Feinberg School of Medicine
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine
| | - Matthew P. Velez
- Center for Genetic Medicine, Northwestern University Feinberg School of Medicine
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine
| | - Ryan R. Hsieh
- Center for Genetic Medicine, Northwestern University Feinberg School of Medicine
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine
| | - Lacy M. Simons
- Division of Infectious Diseases, Department of Medicine, Northwestern University Feinberg School of Medicine
| | - Rana Saber
- Institute for Sexual and Gender Minority Health and Wellbeing and Department of Medical Social Sciences, Northwestern University
| | - Daniel T. Ryan
- Institute for Sexual and Gender Minority Health and Wellbeing and Department of Medical Social Sciences, Northwestern University
| | - Michael G. Ison
- Division of Infectious Diseases, Department of Medicine, Northwestern University Feinberg School of Medicine
- Division of Organ Transplantation, Dept. of Surgery, Northwestern University Feinberg School of Medicine
| | - Judd F. Hultquist
- Division of Infectious Diseases, Department of Medicine, Northwestern University Feinberg School of Medicine
| | - John T. Wilkins
- Center for Genetic Medicine, Northwestern University Feinberg School of Medicine
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine
| | - Richard T. D’Aquila
- Division of Infectious Diseases, Department of Medicine, Northwestern University Feinberg School of Medicine
| | - Brian Mustanski
- Institute for Sexual and Gender Minority Health and Wellbeing and Department of Medical Social Sciences, Northwestern University
| | - Elizabeth M. McNally
- Center for Genetic Medicine, Northwestern University Feinberg School of Medicine
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine
- Department of Biochemistry and Molecular Genetics, Northwestern University
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48
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Cerami C, Rapp T, Lin FC, Tompkins K, Basham C, Muller MS, Whittelsey M, Zhang H, Chhetri SB, Smith J, Litel C, Lin K, Churiwal M, Khan S, Claman F, Rubinstein R, Mollan K, Wohl D, Premkumar L, Juliano JJ, Lin JT. High household transmission of SARS-CoV-2 in the United States: living density, viral load, and disproportionate impact on communities of color. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2021:2021.03.10.21253173. [PMID: 33758871 PMCID: PMC7987030 DOI: 10.1101/2021.03.10.21253173] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Background Few prospective studies of SARS-CoV-2 transmission within households have been reported from the United States, where COVID-19 cases are the highest in the world and the pandemic has had disproportionate impact on communities of color. Methods and Findings This is a prospective observational study. Between April-October 2020, the UNC CO-HOST study enrolled 102 COVID-positive persons and 213 of their household members across the Piedmont region of North Carolina, including 45% who identified as Hispanic/Latinx or non-white. Households were enrolled a median of 6 days from onset of symptoms in the index case. Secondary cases within the household were detected either by PCR of a nasopharyngeal (NP) swab on study day 1 and weekly nasal swabs (days 7, 14, 21) thereafter, or based on seroconversion by day 28. After excluding household contacts exposed at the same time as the index case, the secondary attack rate (SAR) among susceptible household contacts was 60% (106/176, 95% CI 53%-67%). The majority of secondary cases were already infected at study enrollment (73/106), while 33 were observed during study follow-up. Despite the potential for continuous exposure and sequential transmission over time, 93% (84/90, 95% CI 86%-97%) of PCR-positive secondary cases were detected within 14 days of symptom onset in the index case, while 83% were detected within 10 days. Index cases with high NP viral load (>10^6 viral copies/ul) at enrollment were more likely to transmit virus to household contacts during the study (OR 4.9, 95% CI 1.3-18 p=0.02). Furthermore, NP viral load was correlated within families (ICC=0.44, 95% CI 0.26-0.60), meaning persons in the same household were more likely to have similar viral loads, suggesting an inoculum effect. High household living density was associated with a higher risk of secondary household transmission (OR 5.8, 95% CI 1.3-55) for households with >3 persons occupying <6 rooms (SAR=91%, 95% CI 71-98%). Index cases who self-identified as Hispanic/Latinx or non-white were more likely to experience a high living density and transmit virus to a household member, translating into an SAR in minority households of 70%, versus 52% in white households (p=0.05). Conclusions SARS-CoV-2 transmits early and often among household members. Risk for spread and subsequent disease is elevated in high-inoculum households with limited living space. Very high infection rates due to household crowding likely contribute to the increased incidence of SARS-CoV-2 infection and morbidity observed among racial and ethnic minorities in the US. Quarantine for 14 days from symptom onset of the first case in the household is appropriate to prevent onward transmission from the household. Ultimately, primary prevention through equitable distribution of effective vaccines is of paramount importance.
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Affiliation(s)
- Carla Cerami
- Medical Research Council Unit The Gambia at the London School of Hygiene & Tropical Medicine, The Gambia
| | - Tyler Rapp
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, NC USA
| | - Feng-Chang Lin
- Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC USA
| | - Kathleen Tompkins
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, NC USA
| | - Christopher Basham
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, NC USA
| | - Meredith S Muller
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, NC USA
| | - Maureen Whittelsey
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, NC USA
| | - Haoming Zhang
- Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC USA
| | - Srijana B Chhetri
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, NC USA
| | - Judy Smith
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, NC USA
| | - Christy Litel
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, NC USA
| | - Kelly Lin
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, NC USA
| | - Mehal Churiwal
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, NC USA
| | - Salman Khan
- Department of Microbiology and Immunology, University of North Carolina School of Medicine, Chapel Hill, NC USA
| | - Faith Claman
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, NC USA
| | - Rebecca Rubinstein
- Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC USA
| | - Katie Mollan
- Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC USA
| | - David Wohl
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, NC USA
| | - Lakshmanane Premkumar
- Department of Microbiology and Immunology, University of North Carolina School of Medicine, Chapel Hill, NC USA
| | - Jonathan J Juliano
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, NC USA
| | - Jessica T Lin
- Institute of Global Health and Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, NC USA
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González F, Vielot NA, Sciaudone M, Toval-Ruíz C, Premkumar L, Gutierrez L, Cuadra EC, Blandón P, de Silva AM, Rubinstein R, Bowman N, Becker-Dreps S, Bucardo F. Seroepidemiology of SARS-CoV-2 infections in an urban Nicaraguan population. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2021. [PMID: 33688687 DOI: 10.1101/2021.02.25.21252447] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
In a Nicaraguan population-based cohort, SARS-CoV-2 seroprevalence was 34%, with higher prevalence in children compared to adults. Having a seropositive household member was associated with a two-fold probability of individual seropositivity, suggesting a role for household transmission. Co-morbidities and preventive behaviors were not associated with SARS-CoV-2 seroprevalence.
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50
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Brown TS, de Salazar Munoz PM, Bhatia A, Bunda B, Williams EK, Bor D, Miller JS, Mohareb A, Naranbai V, Beltran WG, Miller TE, Thierauf J, Yang W, Kress D, Stelljes K, Johnson K, Larremore DB, Lennerz J, Iafrate AJ, Balsari S, Buckee CO, Grad YH. GPS-estimated foot traffic data and venue selection for COVID-19 serosurveillance studies. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2021. [PMID: 33564784 PMCID: PMC7872379 DOI: 10.1101/2021.02.03.21251011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The initial phase of the COVID-19 pandemic in the US was marked by limited diagnostic testing, resulting in the need for seroprevalence studies to estimate cumulative incidence and define epidemic dynamics. In lieu of systematic representational surveillance, venue-based sampling was often used to rapidly estimate a community’s seroprevalence. However, biases and uncertainty due to site selection and use of convenience samples are poorly understood. Using data from a SARS-CoV-2 serosurveillance study we performed in Somerville, Massachusetts, we found that the uncertainty in seroprevalence estimates depends on how well sampling intensity matches the known or expected geographic distribution of seropositive individuals in the study area. We use GPS-estimated foot traffic to measure and account for these sources of bias. Our results demonstrated that study-site selection informed by mobility patterns can markedly improve seroprevalence estimates. Such data should be used in the design and interpretation of venue-based serosurveillance studies.
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Affiliation(s)
- Tyler S Brown
- Harvard T.H. Chan School of Public Health.,Massachusetts General Hospital
| | | | | | | | - Ellen K Williams
- Harvard T.H. Chan School of Public Health.,Massachusetts General Hospital.,Cambridge Health Alliance.,Somerville Board of Health.,University of Colorado, Boulder
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