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Ferris LJ, Kang J, Rathbone JA, Cruwys T, Stevens M, Donaldson JL, Ranse J, Barlow FK. Vaccine uptake and adherence to non-pharmaceutical interventions at a youth mass gathering event: A longitudinal field cohort study. Travel Med Infect Dis 2025; 65:102853. [PMID: 40233836 DOI: 10.1016/j.tmaid.2025.102853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 04/02/2025] [Accepted: 04/08/2025] [Indexed: 04/17/2025]
Abstract
BACKGROUND Youth mass gathering events attract thousands of travellers and produce high-exposure conditions for respiratory pathogens and other communicable diseases. Adolescents and young adults have high social circulation and show higher infection rates for viral threats like SARS-CoV2 than other age groups. How young people self-manage their elevated communicable disease risk in high-exposure travel settings such as mass events is under-researched. This study examined vaccination rates, attitudes, and adherence to non-pharmaceutical interventions (e.g., mask-wearing, physical distancing) at a youth mass event during the global COVID-19 pandemic (Oct-Dec 2021). METHODS Longitudinal cohort design with online surveys 1 month pre- (T0), during (T1-T3) and 1 month post- (T4) event. Participants were N = 291 Australian school-leavers (16-19 years) during end-of-school mass celebrations called 'Schoolies'. Participants reported travel origin and whether they attended an official Schoolies festival (primary site), or elsewhere (secondary sites). Surveys measured COVID-19 vaccine uptake, vaccine-related attitudes, and adherence to non-pharmaceutical interventions. RESULTS At T0, 88% were vaccinated. Pro-vaccine attitudes were a strong positive correlate of vaccination. Primary site (versus secondary site) attendees held more favourable attitudes toward COVID-19 vaccination, perceiving higher vaccine safety, effectiveness, and importance, and lower risk. Vaccine uptake at T0 was associated with poorer subsequent physical distancing. Adherence to non-pharmaceutical interventions declined during the event; but 'rebounded' post-event corresponding with Australia's first omicron wave. CONCLUSIONS Findings provide the first longitudinal picture of non-mandated COVID-19 vaccination rates and adherence to non-pharmaceutical interventions at a youth mass event, with insights for prospective management of health risks after travel vaccinations.
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Affiliation(s)
- Laura J Ferris
- UQ School of Business, The University of Queensland, St Lucia, Queensland, Australia.
| | - Jemima Kang
- UQ School of Business, The University of Queensland, St Lucia, Queensland, Australia; School of Computing and Information Systems, The University of Melbourne, Parkville, Australia
| | - Joanne A Rathbone
- School of Medicine and Psychology, The Australian National University, Canberra, Australian Capital Territory, Australia
| | - Tegan Cruwys
- School of Medicine and Psychology, The Australian National University, Canberra, Australian Capital Territory, Australia
| | - Mark Stevens
- School of Medicine and Psychology, The Australian National University, Canberra, Australian Capital Territory, Australia
| | - Jessica L Donaldson
- School of Medicine and Psychology, The Australian National University, Canberra, Australian Capital Territory, Australia
| | - Jamie Ranse
- School of Nursing and Midwifery, Griffith University, Gold Coast, Queensland, Australia
| | - Fiona Kate Barlow
- School of Psychology, The University of Queensland, St Lucia, Queensland, Australia
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2
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Domènech-Montoliu S, López-Diago L, Aleixandre-Gorriz I, Pérez-Olaso Ó, Sala-Trull D, Rio-González AD, Pac-Sa MR, Sánchez-Urbano M, Satorres-Martinez P, Casanova-Suarez J, Notari-Rodriguez C, Ruiz-Puig R, Badenes-Marques G, Aparisi-Esteve L, Domènech-León C, Romeu-Garcia MA, Arnedo-Pena A. Vitamin D Status and Incidence of SARS-CoV-2 Reinfections in the Borriana COVID-19 Cohort: A Population-Based Prospective Cohort Study. Trop Med Infect Dis 2025; 10:98. [PMID: 40278771 PMCID: PMC12031365 DOI: 10.3390/tropicalmed10040098] [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: 03/04/2025] [Revised: 04/03/2025] [Accepted: 04/04/2025] [Indexed: 04/26/2025] Open
Abstract
A deficient vitamin D (VitD) status has been associated with SARS-CoV-2 infections, severity, and mortality. However, this status related to SARS-CoV-2 reinfections has been studied little. Our aim was to quantify the risk of reinfections considering VitD status before reinfection. METHODS We performed a population-based prospective cohort study in Borriana (Valencia Community, Spain) during 2020-2023, measuring 25-hydroxyvitamin D [25(OH)D] levels by electrochemiluminescence. Cox proportional hazards models were employed. RESULTS Of a total of 644 SARS-CoV-2 cases with confirmed laboratory tests, 378 (58.9%) were included in our study, with an average age of 38.8 years; 241 were females (63.8%), and 127 reinfections occurred (33.6%). SARS-CoV-2 reinfection incidence rates per 1000 person-days by VitD status were 0.50 for a deficient status (<20 ng/mL), 0.50 for an insufficient status (20-29 ng/mL), and 0.37 for a sufficient status (≥30 ng/mL). Compared with a sufficient VitD status, adjusted hazard ratios were 1.79 (95% confidence interval [CI] 0.89-3.59) for a deficient status and 1.59 (95% CI 1.06-2.38) for an insufficient status with a significant inverse dose-response (p = 0.02). These results can help improve nutritional actions against SARS-CoV-2 reinfections. CONCLUSIONS These results suggest that a VitD status lower than 30 ng/mL showed a higher risk of SARS-CoV-2 reinfection. Achieving and maintaining a sufficient VitD status is recommended to prevent reinfections.
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Affiliation(s)
| | - Laura López-Diago
- Clinical Analysis Service University Hospital de la Plana, 12540 Vila-Real, Spain; (L.L.-D.); (I.A.-G.)
| | - Isabel Aleixandre-Gorriz
- Clinical Analysis Service University Hospital de la Plana, 12540 Vila-Real, Spain; (L.L.-D.); (I.A.-G.)
| | - Óscar Pérez-Olaso
- Microbiology Service University Hospital de la Plana, 12540 Vila-Real, Spain;
| | - Diego Sala-Trull
- Emergency Service University Hospital de la Plana, 12540 Vila-Real, Spain; (D.S.-T.); (M.S.-U.); (P.S.-M.); (C.N.-R.); (R.R.-P.); (G.B.-M.)
| | | | - Maria Rosario Pac-Sa
- Public Health Center, 12003 Castelló de la Plana, Spain; (M.R.P.-S.); (M.A.R.-G.)
| | - Manuel Sánchez-Urbano
- Emergency Service University Hospital de la Plana, 12540 Vila-Real, Spain; (D.S.-T.); (M.S.-U.); (P.S.-M.); (C.N.-R.); (R.R.-P.); (G.B.-M.)
| | - Paloma Satorres-Martinez
- Emergency Service University Hospital de la Plana, 12540 Vila-Real, Spain; (D.S.-T.); (M.S.-U.); (P.S.-M.); (C.N.-R.); (R.R.-P.); (G.B.-M.)
| | | | - Cristina Notari-Rodriguez
- Emergency Service University Hospital de la Plana, 12540 Vila-Real, Spain; (D.S.-T.); (M.S.-U.); (P.S.-M.); (C.N.-R.); (R.R.-P.); (G.B.-M.)
| | - Raquel Ruiz-Puig
- Emergency Service University Hospital de la Plana, 12540 Vila-Real, Spain; (D.S.-T.); (M.S.-U.); (P.S.-M.); (C.N.-R.); (R.R.-P.); (G.B.-M.)
| | - Gema Badenes-Marques
- Emergency Service University Hospital de la Plana, 12540 Vila-Real, Spain; (D.S.-T.); (M.S.-U.); (P.S.-M.); (C.N.-R.); (R.R.-P.); (G.B.-M.)
| | | | - Carmen Domènech-León
- Department Medicine, Universidad CEU Cardenal Herrera, 12006 Castelló de la Plana, Spain;
| | | | - Alberto Arnedo-Pena
- Public Health Center, 12003 Castelló de la Plana, Spain; (M.R.P.-S.); (M.A.R.-G.)
- Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain
- Department of Health Science, Public University Navarra, 31006 Pamplona, Spain
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da Silva PG, Gonçalves J, Rodriguéz E, García-Encina PA, Nascimento MSJ, Sousa SIV, Mesquita JR. SARS-CoV-2 RNA Presence in Outdoor Air of Public Spaces in Valladolid During Winter, 2021. FOOD AND ENVIRONMENTAL VIROLOGY 2024; 17:4. [PMID: 39614965 PMCID: PMC11608306 DOI: 10.1007/s12560-024-09615-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 11/04/2024] [Indexed: 01/23/2025]
Abstract
As SARS-CoV-2 continues to evolve and herd immunity establishes, an increasing number of asymptomatic infections have been reported, increasing the risk of airborne spread of the virus. Most of the studies regarding SARS-CoV-2 RNA presence in air refer to indoor environments, with few studies having reported SARS-CoV-2 RNA in outdoor air. The aim of this study was to assess the presence of SARS-CoV-2 RNA at two different settings, crowded outdoor versus empty outdoor environments in Valladolid, Spain, during winter 2021. Using a Coriolis® air sampler, samples were taken from nine different locations within the city center. RNA extraction and a one-step RT-qPCR were carried out. Six out of the 20 air samples were found to be positive, and they were all obtained from crowded outdoor environments. These results highlight that although in less quantity, SARS-CoV-2 RNA is still present in outdoor air, especially at moments of relaxed mitigation efforts and depending on the number of people present.
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Affiliation(s)
- Priscilla Gomes da Silva
- ICBAS - School of Medicine and Biomedical Sciences, Porto University, Porto, Portugal
- Epidemiology Research Unit (EPIunit), Institute of Public Health, University of Porto, Porto, Portugal
- Laboratório Para a Investigação Integrativa E Translacional Em Saúde Populacional (ITR), Porto, Portugal
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Porto, Portugal
- ALiCE - Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal
| | - José Gonçalves
- MARE - Marine and Environmental Sciences Centre, ARNET - Aquatic Research Network Associate Laboratory, NOVA School of Science and Technology, NOVA University Lisbon, Caparica, Portugal
| | - Elisa Rodriguéz
- Institute of Sustainable Processes, Valladolid University, Valladolid, Spain
- Department of Chemical Engineering and Environmental Technology, University of Valladolid, Valladolid, Spain
| | - Pedro A García-Encina
- Institute of Sustainable Processes, Valladolid University, Valladolid, Spain
- Department of Chemical Engineering and Environmental Technology, University of Valladolid, Valladolid, Spain
| | | | - Sofia I V Sousa
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Porto, Portugal
- ALiCE - Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal
| | - João R Mesquita
- ICBAS - School of Medicine and Biomedical Sciences, Porto University, Porto, Portugal.
- Epidemiology Research Unit (EPIunit), Institute of Public Health, University of Porto, Porto, Portugal.
- Laboratório Para a Investigação Integrativa E Translacional Em Saúde Populacional (ITR), Porto, Portugal.
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4
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Domènech-Montoliu S, Pac-Sa MR, Sala-Trull D, Del Rio-González A, Sanchéz-Urbano M, Satorres-Martinez P, Blasco-Gari R, Casanova-Suarez J, Gil-Fortuño M, López-Diago L, Notari-Rodríguez C, Pérez-Olaso Ó, Romeu-Garcia MA, Ruiz-Puig R, Aleixandre-Gorriz I, Domènech-León C, Arnedo-Pena A. Underreporting of Cases in the COVID-19 Outbreak of Borriana (Spain) during Mass Gathering Events in March 2020: A Cross-Sectional Study. EPIDEMIOLOGIA 2024; 5:499-510. [PMID: 39189253 PMCID: PMC11348374 DOI: 10.3390/epidemiologia5030034] [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: 06/25/2024] [Revised: 08/02/2024] [Accepted: 08/06/2024] [Indexed: 08/28/2024] Open
Abstract
Determining the number of cases of an epidemic is the first function of epidemiological surveillance. An important underreporting of cases was observed in many locations during the first wave of the COVID-19 pandemic. To estimate this underreporting in the COVID-19 outbreak of Borriana (Valencia Community, Spain) in March 2020, a cross-sectional study was performed in June 2020 querying the public health register. Logistic regression models were used. Of a total of 468 symptomatic COVID-19 cases diagnosed in the outbreak through anti-SARS-CoV-2 serology, 36 cases were reported (7.7%), resulting in an underreporting proportion of 92.3% (95% confidence interval [CI], 89.5-94.6%), with 13 unreported cases for every reported case. Only positive SARS-CoV-2 polymerase chain reaction cases were predominantly reported due to a limited testing capacity and following a national protocol. Significant factors associated with underreporting included no medical assistance for COVID-19 disease, with an adjusted odds ratio [aOR] of 10.83 (95% CI 2.49-47.11); no chronic illness, aOR = 2.81 (95% CI 1.28-6.17); middle and lower social classes, aOR = 3.12 (95% CI 1.42-6.85); younger age, aOR = 0.97 (95% CI 0.94-0.99); and a shorter duration of illness, aOR = 0.98 (95% CI 0.97-0.99). To improve the surveillance of future epidemics, new approaches are recommended.
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Affiliation(s)
| | - Maria Rosario Pac-Sa
- Public Health Center, 12003 Castelló de la Plana, Spain; (M.R.P.-S.); (M.A.R.-G.)
| | - Diego Sala-Trull
- Emergency Service University Hospital de la Plana, 12540 Vila-Real, Spain; (D.S.-T.); (M.S.-U.); (P.S.-M.); (R.B.-G.); (C.N.-R.); (R.R.-P.)
| | | | - Manuel Sanchéz-Urbano
- Emergency Service University Hospital de la Plana, 12540 Vila-Real, Spain; (D.S.-T.); (M.S.-U.); (P.S.-M.); (R.B.-G.); (C.N.-R.); (R.R.-P.)
| | - Paloma Satorres-Martinez
- Emergency Service University Hospital de la Plana, 12540 Vila-Real, Spain; (D.S.-T.); (M.S.-U.); (P.S.-M.); (R.B.-G.); (C.N.-R.); (R.R.-P.)
| | - Roser Blasco-Gari
- Emergency Service University Hospital de la Plana, 12540 Vila-Real, Spain; (D.S.-T.); (M.S.-U.); (P.S.-M.); (R.B.-G.); (C.N.-R.); (R.R.-P.)
| | | | - Maria Gil-Fortuño
- Microbiology Service University Hospital de la Plana, 12540 Vila-Real, Spain; (M.G.-F.); (Ó.P.-O.)
| | - Laura López-Diago
- Clinical Analysis Service University Hospital de la Plana, 12540 Vila-Real, Spain; (L.L.-D.); (I.A.-G.)
| | - Cristina Notari-Rodríguez
- Emergency Service University Hospital de la Plana, 12540 Vila-Real, Spain; (D.S.-T.); (M.S.-U.); (P.S.-M.); (R.B.-G.); (C.N.-R.); (R.R.-P.)
| | - Óscar Pérez-Olaso
- Microbiology Service University Hospital de la Plana, 12540 Vila-Real, Spain; (M.G.-F.); (Ó.P.-O.)
| | | | - Raquel Ruiz-Puig
- Emergency Service University Hospital de la Plana, 12540 Vila-Real, Spain; (D.S.-T.); (M.S.-U.); (P.S.-M.); (R.B.-G.); (C.N.-R.); (R.R.-P.)
| | - Isabel Aleixandre-Gorriz
- Clinical Analysis Service University Hospital de la Plana, 12540 Vila-Real, Spain; (L.L.-D.); (I.A.-G.)
| | - Carmen Domènech-León
- Department of Medicine, University CEU Cardenal Herrera, 12006 Castelló de la Plana, Spain;
| | - Alberto Arnedo-Pena
- Public Health Center, 12003 Castelló de la Plana, Spain; (M.R.P.-S.); (M.A.R.-G.)
- Department of Health Science, Public University Navarra, 31006 Pamplona, Spain
- Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain
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5
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Domènech-Montoliu S, Puig-Barberà J, Pac-Sa MR, Orrico-Sanchéz A, Gómez-Lanas L, Sala-Trull D, Domènech-Leon C, Del Rio-González A, Sánchez-Urbano M, Satorres-Martinez P, Aparisi-Esteve L, Badenes-Marques G, Blasco-Gari R, Casanova-Suarez J, Gil-Fortuño M, Hernández-Pérez N, Jovani-Sales D, López-Diago L, Notari-Rodríguez C, Pérez-Olaso O, Romeu-Garcia MA, Ruíz-Puig R, Arnedo-Pena A. Cellular Immunity of SARS-CoV-2 in the Borriana COVID-19 Cohort: A Nested Case-Control Study. EPIDEMIOLOGIA 2024; 5:167-186. [PMID: 38651389 PMCID: PMC11036210 DOI: 10.3390/epidemiologia5020012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Revised: 03/27/2024] [Accepted: 04/05/2024] [Indexed: 04/25/2024] Open
Abstract
Our goal was to determine the cellular immune response (CIR) in a sample of the Borriana COVID-19 cohort (Spain) to identify associated factors and their relationship with infection, reinfection and sequelae. We conducted a nested case-control study using a randomly selected sample of 225 individuals aged 18 and older, including 36 individuals naïve to the SARS-CoV-2 infection and 189 infected patients. We employed flow-cytometry-based immunoassays for intracellular cytokine staining, using Wuhan and BA.2 antigens, and chemiluminescence microparticle immunoassay to detect SARS-CoV-2 antibodies. Logistic regression models were applied. A total of 215 (95.6%) participants exhibited T-cell response (TCR) to at least one antigen. Positive responses of CD4+ and CD8+ T cells were 89.8% and 85.3%, respectively. No difference in CIR was found between naïve and infected patients. Patients who experienced sequelae exhibited a higher CIR than those without. A positive correlation was observed between TCR and anti-spike IgG levels. Factors positively associated with the TCR included blood group A, number of SARS-CoV-2 vaccine doses received, and anti-N IgM; factors inversely related were the time elapsed since the last vaccine dose or infection, and blood group B. These findings contribute valuable insights into the nuanced immune landscape shaped by SARS-CoV-2 infection and vaccination.
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Affiliation(s)
| | - Joan Puig-Barberà
- Vaccines Research Unit, Foundation for the Promotion of Health and Biomedical Research in Valencia Region FISABIO-Public Health, 46020 Valencia, Spain; (J.P.-B.); (A.O.-S.)
| | - María Rosario Pac-Sa
- Public Health Center, 12003 Castelló de la Plana, Spain; (M.R.P.-S.); (M.A.R.-G.)
| | - Alejandro Orrico-Sanchéz
- Vaccines Research Unit, Foundation for the Promotion of Health and Biomedical Research in Valencia Region FISABIO-Public Health, 46020 Valencia, Spain; (J.P.-B.); (A.O.-S.)
- Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain
- Secretary of Chair of Vaccines Catholic University of Valencia, 46001 Valencia, Spain
| | - Lorna Gómez-Lanas
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain; (L.G.-L.); (D.S.-T.); (M.S.-U.); (P.S.-M.); (G.B.-M.); (R.B.-G.); (D.J.-S.); (C.N.-R.); (R.R.-P.)
| | - Diego Sala-Trull
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain; (L.G.-L.); (D.S.-T.); (M.S.-U.); (P.S.-M.); (G.B.-M.); (R.B.-G.); (D.J.-S.); (C.N.-R.); (R.R.-P.)
| | - Carmen Domènech-Leon
- Department of Medicine, University CEU Cardenal Herrera, 12006 Castelló de la Plana, Spain;
| | | | - Manuel Sánchez-Urbano
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain; (L.G.-L.); (D.S.-T.); (M.S.-U.); (P.S.-M.); (G.B.-M.); (R.B.-G.); (D.J.-S.); (C.N.-R.); (R.R.-P.)
| | - Paloma Satorres-Martinez
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain; (L.G.-L.); (D.S.-T.); (M.S.-U.); (P.S.-M.); (G.B.-M.); (R.B.-G.); (D.J.-S.); (C.N.-R.); (R.R.-P.)
| | | | - Gema Badenes-Marques
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain; (L.G.-L.); (D.S.-T.); (M.S.-U.); (P.S.-M.); (G.B.-M.); (R.B.-G.); (D.J.-S.); (C.N.-R.); (R.R.-P.)
| | - Roser Blasco-Gari
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain; (L.G.-L.); (D.S.-T.); (M.S.-U.); (P.S.-M.); (G.B.-M.); (R.B.-G.); (D.J.-S.); (C.N.-R.); (R.R.-P.)
| | | | - María Gil-Fortuño
- Microbiology Service University Hospital de la Plana, 12540 Vila-real, Spain; (M.G.-F.); (N.H.-P.); (O.P.-O.)
| | - Noelia Hernández-Pérez
- Microbiology Service University Hospital de la Plana, 12540 Vila-real, Spain; (M.G.-F.); (N.H.-P.); (O.P.-O.)
| | - David Jovani-Sales
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain; (L.G.-L.); (D.S.-T.); (M.S.-U.); (P.S.-M.); (G.B.-M.); (R.B.-G.); (D.J.-S.); (C.N.-R.); (R.R.-P.)
| | - Laura López-Diago
- Clinical Analysis Service University Hospital de la Plana, 12540 Vila-real, Spain;
| | - Cristina Notari-Rodríguez
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain; (L.G.-L.); (D.S.-T.); (M.S.-U.); (P.S.-M.); (G.B.-M.); (R.B.-G.); (D.J.-S.); (C.N.-R.); (R.R.-P.)
| | - Oscar Pérez-Olaso
- Microbiology Service University Hospital de la Plana, 12540 Vila-real, Spain; (M.G.-F.); (N.H.-P.); (O.P.-O.)
| | | | - Raquel Ruíz-Puig
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain; (L.G.-L.); (D.S.-T.); (M.S.-U.); (P.S.-M.); (G.B.-M.); (R.B.-G.); (D.J.-S.); (C.N.-R.); (R.R.-P.)
| | - Alberto Arnedo-Pena
- Public Health Center, 12003 Castelló de la Plana, Spain; (M.R.P.-S.); (M.A.R.-G.)
- Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain
- Department of Health Science, Public University Navarra, 31006 Pamplona, Spain
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Alahmari AA, Khan AA, Alamri FA, Almuzaini YS, Habash AK, Jokhdar H. Healthcare policies, precautionary measures and outcomes of mass gathering events in the era of COVID-19 pandemic: Expedited review. J Infect Public Health 2024; 17 Suppl 1:27-33. [PMID: 37059635 PMCID: PMC10049799 DOI: 10.1016/j.jiph.2023.03.026] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 03/14/2023] [Accepted: 03/23/2023] [Indexed: 03/30/2023] Open
Abstract
With the onset of the COVID-19 pandemic in early 2020, several countries suspended or restricted mass gathering (MG) events to mitigate the risk of superspreading events. Prohibiting MGs aimed to lessen the likelihood of highly infectious persons coming into close contact with many others. Now that the world has opened its doors wide and removed most of precautionary measures, many questions arise. In this review, we aimed to summarize the current evidence regarding the policies and regulations that were implemented for the safe return of MG events. Besides, we highlighted the impact of the return of MG events during 2021 on the trajectory of COVID-19 spread. Canceling MG events can carry religious, societal, economic, and public negative consequences necessitating the safe return of these events. The experience with the COVID-19 pandemic was the foundation for the recommendations for the safe conduction of MG events during the pandemic by international public health bodies. When policymakers adequately applied precautionary measures and strategic approaches, we witnessed the safe holding of huge MG events without aggravating the COVID-19 situation or increasing the number of new cases beyond the capacity and readiness of the national healthcare system.
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Affiliation(s)
- Ahmed A Alahmari
- Global Centre for Mass Gatherings Medicine, Ministry of Health, Saudi Arabia
| | - Anas A Khan
- Department of Emergency Medicine, College of Medicine, King Saud University, Saudi Arabia
| | - Fahad A Alamri
- Global Centre of Mass Gatherings Medicine, Family Medicine, Primary Health Centre, Ministry of Health, Riyadh, Saudi Arabia.
| | - Yasir S Almuzaini
- Global Centre for Mass Gatherings Medicine, Ministry of Health, Saudi Arabia
| | - Alia K Habash
- Global Centre for Mass Gatherings Medicine, Ministry of Health, Saudi Arabia
| | - Hani Jokhdar
- Deputyship of Public Health, Ministry of Health, Riyadh, Saudi Arabia
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Ninsiima M, Wanyana MW, Kiggundu T, King P, Lubwama B, Migisha R, Bulage L, Kadobera D, Ario AR. Syndromic surveillance during 2022 Uganda Martyrs' commemoration. PLOS GLOBAL PUBLIC HEALTH 2024; 4:e0002068. [PMID: 38271379 PMCID: PMC10810525 DOI: 10.1371/journal.pgph.0002068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 11/29/2023] [Indexed: 01/27/2024]
Abstract
Mass gatherings frequently include close, prolonged interactions between people, which presents opportunities for infectious disease transmission. Over 20,000 pilgrims gathered at Namugongo Catholic and Protestant shrines to commemorate 2022 Uganda Martyr's Day. We described syndromes suggestive of key priority diseases particularly COVID-19 and viral hemorrhagic fever (VHF) among visiting pilgrims during May 25-June 5, 2022. We conducted a survey among pilgrims at the catholic and protestant shrines based on signs and symptoms for key priority diseases: COVID-19 and VHF. A suspected COVID-19 case was defined as acute respiratory illness (temperature greater 37.5°C and at least one sign/symptom of respiratory infection such as cough or shortness of breath) whereas a suspected VHF case was defined as fever >37.5°C and unexplained bleeding among pilgrims who visited Namugongo Catholic and Protestant shrines from May 25 to June 5, 2022. Pilgrims were sampled systematically at entrances and demarcated zonal areas to participate in the survey. Additionally, we extracted secondary data on pilgrims who sought emergency medical services from Health Management Information System registers. Descriptive analysis was conducted to identify syndromes suggestive of key priority diseases. Among 1,350 pilgrims interviewed, 767 (57%) were female. The mean age was 37.9 (±17.9) years. Nearly all pilgrims 1,331 (98.6%) were Ugandans. A total of 236 (18%) reported ≥1 case definition symptom and 42 (3%) reported ≥2 symptoms. Thirty-nine (2.9%) were suspected COVID-19 cases and three (0.2%) were suspected VHF cases from different regions of Uganda. Among 5,582 pilgrims who sought medical care from tents, 628 (11.3%) had suspected COVID-19 and one had suspected VHF. Almost one in fifty pilgrims at the 2022 Uganda Martyrs' commemoration had at least one symptom of COVID-19 or VHF. Intensified syndromic surveillance and planned laboratory testing capacity at mass gatherings is important for early detection of public health emergencies that could stem from such events.
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Affiliation(s)
- Mackline Ninsiima
- Uganda Public Health Fellowship Program, Uganda National Institute of Public Health, Kampala, Uganda
| | - Mercy W. Wanyana
- Uganda Public Health Fellowship Program, Uganda National Institute of Public Health, Kampala, Uganda
| | - Thomas Kiggundu
- Uganda Public Health Fellowship Program, Uganda National Institute of Public Health, Kampala, Uganda
| | - Patrick King
- Uganda Public Health Fellowship Program, Uganda National Institute of Public Health, Kampala, Uganda
| | - Bernard Lubwama
- Division of Integrated Epidemiology and Surveillance, Ministry of Health, Kampala, Uganda
| | - Richard Migisha
- Uganda Public Health Fellowship Program, Uganda National Institute of Public Health, Kampala, Uganda
| | - Lilian Bulage
- Uganda Public Health Fellowship Program, Uganda National Institute of Public Health, Kampala, Uganda
| | - Daniel Kadobera
- Uganda Public Health Fellowship Program, Uganda National Institute of Public Health, Kampala, Uganda
| | - Alex Riolexus Ario
- Uganda Public Health Fellowship Program, Uganda National Institute of Public Health, Kampala, Uganda
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8
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Kandeel A, Fahim M, Deghedy O, BahaaEldin H, Roshdy WH, Khalifa MK, Kandeil A, El Shesheny R, Naguib A, AbdelFatah M, Afifi S, Abdel Ghaffar K. Comparative analysis of COVID-19 and influenza prevalence among Egyptian pilgrims returning from Hajj and Umrah in 2022: epidemiology, clinical characteristics, and genomic sequencing. Arch Public Health 2024; 82:6. [PMID: 38216978 PMCID: PMC10785524 DOI: 10.1186/s13690-023-01229-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 12/14/2023] [Indexed: 01/14/2024] Open
Abstract
PURPOSE To describe the changes that occurred in the SARS-CoV-2 and influenza Prevalence, epidemiology, clinical picture, and prevalent genotypes among the Egyptian pilgrims returning from Hajj and Umrah 2022 seasons. METHODS Pilgrims were contacted at the airport and invited to participate in the survey. Pilgrims who consented were interviewed using a standardized line list that included participant demographics, respiratory symptoms if any, previous COVID-19 infection, influenza vaccination whereas COVID-19 vaccination information were collected from vaccination cards. Participants were asked to provide throat and nasopharyngeal swabs for SARS-CoV-2 and influenza testing using RT-PCR and a subset of isolates were sequenced. Descriptive data analysis was performed to describe the epidemiology and clinical symptoms of SARS-CoV-2 and influenza. Prevalence rates of SARS-CoV-2 and influenza during Hajj were calculated and compared to Umrah surveys using chi2 and t-test with a significance level < 0.05. RESULTS Overall, 3,862 Egyptian pilgrims enrolled, their mean age was 50.5 ± 47 years, half of them were > 50 years of age and 58.2% were males. Of them, 384 (9.9%) tested positive for SARS-CoV-2 and 51 (1.3%) for influenza viruses. Prevalence of SARS-CoV-2 infections (vaccine breakthrough) increased significantly between the Umrah and Hajj surveys (6.7% vs. 9.9%, p < 0.001), and variants of the virus varied considerably. Whereas no significant difference was found in influenza prevalence, vaccine coverage and vaccine breakthrough infection rates (11.7 vs. 9.2%, 26.9 vs. 26.8%, and 1.4 vs. 1.1% respectively). CONCLUSIONS SARS-CoV-2 prevalence among Egyptian pilgrims returning from Hajj in July increased with reduced vaccine effectiveness compared to Umrah in March 2022 suggesting a possible wave of SARS-CoV-2 in the upcoming winter.
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Affiliation(s)
- Amr Kandeel
- Preventive Sector, Ministry of Health and Population, Governmental District, New Administrative Capital, Cairo, Egypt
| | - Manal Fahim
- Department of Epidemiology and Surveillance, Preventive Sector, Ministry of Health and Population, Governmental District, New Administrative Capital, Cairo, Egypt
| | - Ola Deghedy
- Department of Epidemiology and Surveillance, Preventive Sector, Ministry of Health and Population, Governmental District, New Administrative Capital, Cairo, Egypt
| | - Hala BahaaEldin
- Department of Epidemiology and Surveillance, Preventive Sector, Ministry of Health and Population, Governmental District, New Administrative Capital, Cairo, Egypt.
| | - Wael H Roshdy
- Central Public Health Laboratory, Ministry of Health and Population, Governmental District, New Administrative Capital, Cairo, Egypt
| | - Mohamed Kamal Khalifa
- Central Public Health Laboratory, Ministry of Health and Population, Governmental District, New Administrative Capital, Cairo, Egypt
| | - Ahmed Kandeil
- Centre of Scientific Excellence for Influenza Viruses, National Research Centre, 12622 Dokki, Giza, Egypt
| | - Rabeh El Shesheny
- Centre of Scientific Excellence for Influenza Viruses, National Research Centre, 12622 Dokki, Giza, Egypt
| | - Amel Naguib
- Central Public Health Laboratory, Ministry of Health and Population, Governmental District, New Administrative Capital, Cairo, Egypt
| | - Mohamad AbdelFatah
- Preventive Sector, Ministry of Health and Population, Governmental District, New Administrative Capital, Cairo, Egypt
| | - Salma Afifi
- Ministry of Health and Population Consultant, Governmental District, New Administrative Capital, Cairo, Egypt
| | - Khaled Abdel Ghaffar
- Ministry of Health and Population, Governmental District, New Administrative Capital, Cairo, Egypt
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9
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Luong Nguyen LB, Goupil de Bouillé J, Menant L, Noret M, Dumas A, Salmona M, Le Goff J, Delaugerre C, Crépey P, Zeggagh J. A Randomized Controlled Trial to Study the Transmission of SARS-CoV-2 and Other Respiratory Viruses During Indoor Clubbing Events (ANRS0066s ITOC Study). Clin Infect Dis 2023; 77:1648-1655. [PMID: 37795682 PMCID: PMC10724450 DOI: 10.1093/cid/ciad603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Revised: 07/05/2023] [Accepted: 10/04/2023] [Indexed: 10/06/2023] Open
Abstract
BACKGROUND In the context of the circulation of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) B.1.617.2 (Delta) variant, vaccination re-authorized mass indoor gatherings. The "Indoor Transmission of coronavirus disease 2019 (COVID-19)" (ITOC) trial (ClinicalTrials.gov, NCT05311865) aimed to assess the risk of transmission of SARS-CoV-2 and other respiratory viruses during an indoor clubbing event among participants fully vaccinated against COVID-19. METHODS ITOC, a randomized controlled trial in the Paris region (France), enrolled healthy volunteers aged 18-49 years, fully vaccinated against COVID-19, with no comorbidities or symptoms, randomized 1:1 to be interventional group "attendees" or control "non-attendees." The intervention was a 7-hour indoor event in a nightclub at full capacity, with no masking, prior SARS-CoV-2 test result, or social distancing required. The primary outcome measure was the number of reverse transcriptase-polymerase chain reaction (RT-PCR)-determined SARS-CoV-2-positive subjects using self-collected saliva 7 days post-gathering in the per-protocol population. Secondary endpoints focused on 20 other respiratory viruses. RESULTS Healthy participants (n = 1216) randomized 2:1 by blocks up to 10 815 attendees and 401 non-attendees, yielding 529 and 287 subjects, respectively, with day-7 saliva samples. One day-7 sample from each group was positive. Looking at all respiratory viruses together, the clubbing event was associated with an increased risk of infection of 1.59 (95% CI, 1.04-2.61). CONCLUSIONS In the context of low Delta variant of concern circulation, no evidence of SARS-CoV-2 transmission among asymptomatic and vaccinated participants was found, but the risk of other respiratory virus transmission was higher. Clinical Trials Registration. ClinicalTrials.gov, NCT05311865.
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Affiliation(s)
- Liem Binh Luong Nguyen
- CIC Cochin Pasteur, Hôpital Cochin Port-Royal, AP-HP, Université de Paris Cité, Paris, France
| | - Jeanne Goupil de Bouillé
- Service de Maladies Infectieuses et Tropicales, Hôpital Avicenne, AP-HP, Bobigny, France
- LEPS Laboratoire Éducations et Promotion de Santé, Université Paris 13, Bobigny, France
| | - Lola Menant
- Université de Rennes, EHESP, CNRS, Inserm, Arènes—UMR 6051, RSMS—U 1309, Rennes, France
| | - Marion Noret
- Réseau National de Recherche Clinique en Infectiologie (RENARCI), Service de Maladies Infectieuses et Tropicales, Hôpital Saint-Louis, AP-HP, Paris, France
| | - Audrey Dumas
- ANRS∣Emerging Infectious Diseases, Paris, France
| | - Maud Salmona
- Service de Virologie, Hôpital Saint-Louis, AP-HP, Université de Paris Cité, Paris, France
| | - Jérôme Le Goff
- Service de Virologie, Hôpital Saint-Louis, AP-HP, Université de Paris Cité, Paris, France
| | - Constance Delaugerre
- Service de Virologie, Hôpital Saint-Louis, AP-HP, Université de Paris Cité, Paris, France
| | - Pascal Crépey
- Université de Rennes, EHESP, CNRS, Inserm, Arènes—UMR 6051, RSMS—U 1309, Rennes, France
| | - Jeremy Zeggagh
- Service de Maladies Infectieuses et Tropicales, Hôpital Saint-Louis, AP-HP, Paris, France
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Domènech-Montoliu S, Puig-Barberà J, Badenes-Marques G, Gil-Fortuño M, Orrico-Sánchez A, Pac-Sa MR, Perez-Olaso O, Sala-Trull D, Sánchez-Urbano M, Arnedo-Pena A. Long COVID Prevalence and the Impact of the Third SARS-CoV-2 Vaccine Dose: A Cross-Sectional Analysis from the Third Follow-Up of the Borriana Cohort, Valencia, Spain (2020-2022). Vaccines (Basel) 2023; 11:1590. [PMID: 37896992 PMCID: PMC10611325 DOI: 10.3390/vaccines11101590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 09/27/2023] [Accepted: 10/10/2023] [Indexed: 10/29/2023] Open
Abstract
BACKGROUND In March 2020, a COVID-19 outbreak linked to mass gathering dinners at the Falles Festival in Borriana, Spain, resulted in an estimated attack rate of 42.6% among attendees. METHODS In June 2022, we conducted a cross-sectional follow-up study of 473 adults aged 18 to 64 who attended the dinners at the Falles Festival in 2020, examining the cumulative experience after SARS-CoV-2 infection and vaccination responses. Data included demographic details, lifestyle habits, medical history, infection records, and vaccinations from a population-based vaccine registry. Blood samples were analyzed for SARS-CoV-2 antibodies and cellular immunity. We employed a doubly robust inverse-probability weighting analysis to estimate the booster vaccine dose's impact on long COVID prevalence and symptom count. RESULTS A total of 28.1% of participants met the WHO criteria for long COVID, with older individuals showing higher rates. Long COVID diagnosis was less likely with factors including O blood group, higher occupational status, physical activity, three vaccine doses, strong SARS-CoV-2-S-reactive IFNγ-producing-CD8+ response, and infection during the Omicron period. Increased age, high or low social activity, underlying health conditions, a severe initial COVID episode, and reinfection were associated with higher long COVID likelihood. A booster dose, compared to one or two doses, reduced long COVID risk by 74% (95% CI: 56% to 92%) and symptom count by 55% (95% CI: 32% to 79%). CONCLUSION Long COVID was prevalent in a significant portion of those who contracted COVID-19, underscoring the need for sustained follow-up and therapeutic strategies. Vaccinations, notably the booster dose, had a substantial beneficial effect on long-term infection outcomes, affirming the vaccination's role in mitigating SARS-CoV-2 infection consequences.
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Affiliation(s)
| | - Joan Puig-Barberà
- Vaccine Research Unit (AIV), Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana (FISABIO), 46020 Valencia, Spain;
| | - Gema Badenes-Marques
- Emergency Service, University Hospital de la Plana, 12540 Vila-real, Spain (M.S.-U.)
| | - María Gil-Fortuño
- Microbiology Service, University Hospital de la Plana, 12540 Vila-real, Spain; (M.G.-F.); (O.P.-O.)
| | - Alejandro Orrico-Sánchez
- Vaccine Research Unit (AIV), Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana (FISABIO), 46020 Valencia, Spain;
| | - María Rosario Pac-Sa
- Centro de Salud Pública de Castellón, 12003 Castelló de la Plana, Spain; (M.R.P.-S.)
| | - Oscar Perez-Olaso
- Microbiology Service, University Hospital de la Plana, 12540 Vila-real, Spain; (M.G.-F.); (O.P.-O.)
| | - Diego Sala-Trull
- Emergency Service, University Hospital de la Plana, 12540 Vila-real, Spain (M.S.-U.)
| | - Manuel Sánchez-Urbano
- Emergency Service, University Hospital de la Plana, 12540 Vila-real, Spain (M.S.-U.)
| | - Alberto Arnedo-Pena
- Centro de Salud Pública de Castellón, 12003 Castelló de la Plana, Spain; (M.R.P.-S.)
- Department of Health Science, Universidad Pública de Navarra, 31006 Pamplona, Spain
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11
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Phalippou L, Zhang D. The cost of mass gatherings during a pandemic. SSM Popul Health 2023; 23:101460. [PMID: 37441004 PMCID: PMC10291856 DOI: 10.1016/j.ssmph.2023.101460] [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: 04/04/2023] [Revised: 06/05/2023] [Accepted: 06/22/2023] [Indexed: 07/15/2023] Open
Abstract
In June 2020, the U.S., unlike other regions of the world, faced a surge in cases of COVID-19. Immediately prior to this wave of cases, the largest mass protests in U.S. history took place. We show that when holding other factors constant, COVID-19 cases increased most in places where more demonstrations occurred. We exploit variation in rainfall during the protest period as an exogenous source of variation in attendance. We find that good weather coincides with both more people protesting and more subsequent COVID-19 cases and deaths. Mass gatherings during a pandemic thus lead to more contraction and fatalities of COVID-19, and we quantify these effects.
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Affiliation(s)
- Ludovic Phalippou
- Said Business School, University of Oxford, Park End Street, Oxford, OX1 1HP, UK
| | - Dayin Zhang
- School of Business, University of Wisconsin-Madison, 975 University Avenue, Madison, WI, 53706, USA
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12
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Hui DS, Zumla A. Mass gathering events and transmission of respiratory tract infections: updates pre and post COVID-19 lockdown. Curr Opin Pulm Med 2023; 29:133-137. [PMID: 36876655 PMCID: PMC10090332 DOI: 10.1097/mcp.0000000000000956] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2023]
Abstract
PURPOSE OF REVIEW This article reviews the epidemiology and transmission of respiratory tract infections (RTIs) during mass gathering events (MGEs) before and during the COVID-19 pandemic. RECENT FINDINGS RTIs of viral cause such as influenza, rhinovirus and coronaviruses (229E, HKU1, OC43) are common in MGEs. No cases of MERS-CoV have yet been identified in pilgrims during Hajj, despite the fact that MERS-CoV continues to circulate in the Middle East. Due to the COVID-19 pandemic, organizers of mass gathering religious and sporting events have implemented risk-based infection control measures and lockdowns that limited transmission of RTIs. SUMMARY Large-scale RTI outbreaks at MGEs are uncommon due to more robust public health planning, prevention, risk assessment and improved health infrastructures in host countries during the COVID-19 pandemic.
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Affiliation(s)
- David S.C. Hui
- Department of Medicine & Therapeutics and Stanley Ho Centre for Emerging Infectious Diseases, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, Hong Kong, China
| | - Alimuddin Zumla
- Department of Infection, Division of Infection and Immunity, Centre for Clinical Microbiology, University College London, and NIHR Biomedical Research Centre, University College London Hospitals, London, UK
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13
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Malki-Epshtein L, Adzic F, Roberts BM, Hathway EA, Iddon C, Mustafa M, Cook M. Measurement and rapid assessment of indoor air quality at mass gathering events to assess ventilation performance and reduce aerosol transmission of SARS-CoV-2. BUILDING SERVICES ENGINEERING RESEARCH & TECHNOLOGY : BSER & T 2023; 44:113-133. [PMID: 38603254 PMCID: PMC9760526 DOI: 10.1177/01436244221137995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/13/2024]
Abstract
To assess risk factors for COVID-19 transmission and address the closure of mass gathering events since March 2020, the UK Government ran the Events Research Programme (ERP), following which it reopened live events in sports, music, and culture in July 2021. We report the rapid post-occupancy evaluation of Indoor Air Quality (IAQ) and associated long-range airborne transmission risk conducted in the Environmental Study of the ERP. Ten large venues around the UK were monitored with CO2 sensors at a high spatial and temporal resolution during 90 events. An IAQ Index based on CO2 concentration was developed, and all monitored spaces were classified in bands from A to G based on their average and maximum CO2 concentrations from all events. High resolution monitoring and the IAQ Index depicted the overall state of ventilation at live events, and allowed identification of issues with ventilation effectiveness and distribution, and of spaces with poor ventilation and the settings in which long-range airborne transmission risk may be increased. In numerous settings, CO2 concentrations were found to follow patterns relating to event management and specific occupancy of spaces around the venues. Good ventilation was observed in 90% of spaces monitored for given occupancies. Practical applications: High-resolution monitoring of indoor CO2 concentrations is necessary to detect the spatial variation of indoor air quality (IAQ) in large mass gathering event venues. The paper summarises COVID-19 ventilation guidance for buildings and defines a methodology for measurement and rapid assessment of IAQ during occupancy at live events that can be implemented by venue managers. Comparisons of the CO2 concentrations measured during the events identified the spaces at high risk of long-range transmission of airborne pathogens. Building operators should be mindful of the ventilation strategies used relative to the total occupancy in different spaces and the occupant's activities.
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Affiliation(s)
- Liora Malki-Epshtein
- Department of Civil, Environmental and Geomatic Engineering, University College London, London, UK
| | - Filipa Adzic
- Department of Civil, Environmental and Geomatic Engineering, University College London, London, UK
| | - Ben M Roberts
- Building Energy Research Group, Loughborough University, Loughborough, UK
| | | | | | | | - Malcolm Cook
- Building Energy Research Group, Loughborough University, Loughborough, UK
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14
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Zhu P, Tan X, Wang M, Guo F, Shi S, Li Z. The impact of mass gatherings on the local transmission of COVID-19 and the implications for social distancing policies: Evidence from Hong Kong. PLoS One 2023; 18:e0279539. [PMID: 36724151 PMCID: PMC9891527 DOI: 10.1371/journal.pone.0279539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Accepted: 12/08/2022] [Indexed: 02/02/2023] Open
Abstract
Mass gatherings provide conditions for the transmission of infectious diseases and pose complex challenges to public health. Faced with the COVID-19 pandemic, governments and health experts called for suspension of gatherings in order to reduce social contact via which virus is transmitted. However, few studies have investigated the contribution of mass gatherings to COVID-19 transmission in local communities. In Hong Kong, the coincidence of the relaxation of group gathering restrictions with demonstrations against the National Security Law in mid-2020 raised concerns about the safety of mass gatherings under the pandemic. Therefore, this study examines the impacts of mass gatherings on the local transmission of COVID-19 and evaluates the importance of social distancing policies. With an aggregated dataset of epidemiological, city-level meteorological and socioeconomic data, a Synthetic Control Method (SCM) is used for constructing a 'synthetic Hong Kong' from over 200 Chinese cities. This counterfactual control unit is used to simulate COVID-19 infection patterns (i.e., the number of total cases and daily new cases) in the absence of mass gatherings. Comparing the hypothetical trends and the actual ones, our results indicate that the infection rate observed in Hong Kong is substantially higher than that in the counterfactual control unit (2.63% vs. 0.07%). As estimated, mass gatherings increased the number of new infections by 62 cases (or 87.58% of total new cases) over the 10-day period and by 737 cases (or 97.23%) over the 30-day period. These findings suggest the necessity of tightening social distancing policies, especially the prohibition on group gathering regulation (POGGR), to prevent and control COVID-19 outbreaks.
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Affiliation(s)
- Pengyu Zhu
- Urban Governance and Design Thrust, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, Hong Kong
- Hong Kong University of Science and Technology, Kowloon, Hong Kong
- * E-mail:
| | - Xinying Tan
- Hong Kong University of Science and Technology, Kowloon, Hong Kong
| | | | - Fei Guo
- International Institute for Applied Systems Analysis
| | - Shuai Shi
- University of Hong Kong, Pokfulam, Hong Kong
| | - Zhizhao Li
- Hong Kong University of Science and Technology, Kowloon, Hong Kong
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Domènech-Montoliu S, Puig-Barberà J, Guerra-Murcia O, Pac-Sa MR, Orrico-Sanchéz A, Gómez-Lanas L, Sala-Trull D, Domènech-Leon C, Del Rio-González A, Sánchez-Urbano M, Satorres-Martinez P, Latorre-Poveda M, Ferrando-Rubert S, Aparisi-Esteve L, Badenes-Marques G, Blasco-Gari R, Casanova-Suarez J, Fontal-Carcel M, Gil-Fortuño M, Hernández-Pérez N, Jovani-Sales D, López-Diago L, Notari-Rodríguez C, Pérez-Olaso O, Romeu-Garcia MA, Ruíz-Puig R, Arnedo-Pena A. ABO Blood Groups and Incidence of COVID-19 in the Mass Gathering Events in Borriana (Spain), March 2020: A Retrospective Cohort Study. EPIDEMIOLOGIA 2023; 4:63-73. [PMID: 36810454 PMCID: PMC9944070 DOI: 10.3390/epidemiologia4010007] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 01/19/2023] [Accepted: 01/24/2023] [Indexed: 02/01/2023] Open
Abstract
Our objective was to estimate the incidence of COVID-19 and the ABO blood Groups in the mass-gathering events (MGEs) during the Falles Festival in Borriana (Spain) from 6-10 March 2020. We conducted a population-based retrospective cohort study and measured anti-SARS-CoV-2 antibodies and the ABO of participants. We performed laboratory COVID-19 tests and obtained the ABO in 775 subjects (72.8% of the original exposed cohort): O-group (45.2%), A-group (43.1%), B-group (8.5%) and AB-group (3.4%). Adjusted for confounding factors, including COVID-19 exposure during the MGEs, attack rates of COVID-19 for each ABO group were 55.4%, 59.6%, 60.2%, and 63.7%. The adjusted relative risks were for O-group 0.93 (95% Confidence Interval [CI] 0.83-1.04), for A-group 1.06 (95% CI 0.94-1.18), for B-group 1.04 (95%CI 0.88-1.24), and for AB-group 1.11 (95% CI 0.81-1.51) with no significant differences. Conclusions: Our results suggest no effect of ABO on COVID-19 incidence. We observed weak but not significant protection of the O-group and not a significantly greater infection risk for the remaining groups compared with the O-group. More studies are needed to resolve the controversies regarding the association between ABO and COVID-19.
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Affiliation(s)
| | - Joan Puig-Barberà
- Vaccines Research Unit, Fundación Para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana, FISABIO-Public Health, 46020 Valencia, Spain
| | - Olga Guerra-Murcia
- Vaccines Research Unit, Fundación Para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana, FISABIO-Public Health, 46020 Valencia, Spain
| | | | - Alejandro Orrico-Sanchéz
- Vaccines Research Unit, Fundación Para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana, FISABIO-Public Health, 46020 Valencia, Spain
- Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain
- Universidad Católica de Valencia San Vicente Mártir, 46001 Valencia, Spain
| | - Lorna Gómez-Lanas
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain
| | - Diego Sala-Trull
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain
| | | | | | | | | | | | | | | | | | - Roser Blasco-Gari
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain
| | | | | | - María Gil-Fortuño
- Microbiology Service University Hospital de la Plana, 12540 Vila-real, Spain
| | | | - David Jovani-Sales
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain
| | - Laura López-Diago
- Clinical Analysis Service University Hospital de la Plana, 12540 Vila-real, Spain
| | | | - Oscar Pérez-Olaso
- Microbiology Service University Hospital de la Plana, 12540 Vila-real, Spain
| | | | - Raquel Ruíz-Puig
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain
| | - Alberto Arnedo-Pena
- Public Health Center, 12003 Castelló de la Plana, Spain
- Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain
- Department of Health Science, Public University Navarra, 31006 Pamplona, Spain
- Correspondence:
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Alhussaini NWZ, Elshaikh UAM, Hamad NA, Nazzal MA, Abuzayed M, Al-Jayyousi GF. A scoping review of the risk factors and strategies followed for the prevention of COVID-19 and other infectious diseases during sports mass gatherings: Recommendations for future FIFA World Cups. Front Public Health 2023; 10:1078834. [PMID: 36726622 PMCID: PMC9885104 DOI: 10.3389/fpubh.2022.1078834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 12/28/2022] [Indexed: 01/17/2023] Open
Abstract
Objective Sports mass gatherings of people pose particular concerns and place an additional burden on the host countries and the countries of origin of the travelers. It is imperative to identify how countries dealt with various communicable diseases in the context of previous world cups and identify possible advice for protection from outbreaks. Methods A scoping review was employed in this study and a PRISMA extension for scoping reviews was employed to guide the reporting of this study. A systematic search was performed using PubMed, Embase, Web of Science, SCOPUS, SportDiscus, and Google scholar. The search strategy included two main strings viz "communicable disease" AND "sport" AND "setting" as keywords for each string. A total of 34 studies were included in this review. Results Information on risk factors for infectious diseases during FIFA, and recommendations for disease prevention in various stages of the event: pre-event, during, and post-event were charted. These strategies can be achieved with the empowerment of the public by enhancing their social responsibility and the coordination between the healthcare system, the ministry of public health, and other stakeholders. Conclusion The findings will support planning for protection strategies to prevent any outbreak while having the FIFA World Cup or any other sports gatherings. A model was constructed to present the findings and recommendations from this review.
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Affiliation(s)
| | | | - Noor Ahmed Hamad
- Department of Public Health, College of Health Sciences, QU Health, Qatar University, Doha, Qatar
| | - Maisa Ayman Nazzal
- Department of Infection Control Unit, Ibn Sina Specialized Hospital, West Bank, Palestine
| | - Manal Abuzayed
- Health Promotion Division, Department of Public Health, Ministry of Public Health, Doha, Qatar
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Yang Y, Lu Y, Jiang B. Population-weighted exposure to green spaces tied to lower COVID-19 mortality rates: A nationwide dose-response study in the USA. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 851:158333. [PMID: 36041607 PMCID: PMC9420198 DOI: 10.1016/j.scitotenv.2022.158333] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 08/23/2022] [Accepted: 08/23/2022] [Indexed: 05/29/2023]
Abstract
The COVID-19 pandemic has caused a huge loss of human life globally. However, few studies investigated the link between exposure to green space and risk of COVID-19 mortality rate, while also distinguishing the effects of various types of green space, considering the spatial distribution of human population and green space, and identifying the optimal buffer distances of nearby green space. It is critical and pressing to fill these significant knowledge gaps to protect and promote billions of people's health and life across the world. This study adopted a negative binomial generalized linear mixed-effects model to examine the association between the ratios of various types of green space, population-weighted exposure to those various types of green space, and COVID-19 mortality rates across 3025 counties in the USA, adjusted for sociodemographic, pre-existing chronic disease, policy and regulation, behavioral, and environmental factors. The findings show that greater exposure to forest was associated with lower COVID-19 mortality rates, while developed open space had mixed associations with COVID-19 mortality rates. Forest outside park had the largest effect size across all buffer distances, followed by forest inside park. The optimal exposure buffer distance was 1 km for forest outside park, with per one-unit of increase in exposure associated with a 9.9 % decrease in COVID-19 mortality rates (95 % confidence interval (CI): 6.9 %-12.8 %). The optimal exposure buffer distance of forest inside park was 400 m, with per one-unit of increase in exposure associated with a 4.7 % decrease in mortality rates (95 % CI: 2.4 %-6.9 %). The results suggest that greater exposure to green spaces, especially to nearby forests, may mitigate the risk of COVID-19 mortality. Although findings of an ecological study cannot be directly used to guide medical interventions, this study may pave a critical new way for future research and practice across multiple disciplines.
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Affiliation(s)
- Yuwen Yang
- Urban Environments and Human Health Lab, HKUrbanLabs, Faculty of Architecture, The University of Hong Kong, Hong Kong SAR; Division of Landscape Architecture, Department of Architecture, The University of Hong Kong, Hong Kong SAR
| | - Yi Lu
- Department of Architecture and Civil Engineering, College of Engineering, City University of Hong Kong, Hong Kong SAR
| | - Bin Jiang
- Urban Environments and Human Health Lab, HKUrbanLabs, Faculty of Architecture, The University of Hong Kong, Hong Kong SAR; Division of Landscape Architecture, Department of Architecture, The University of Hong Kong, Hong Kong SAR.
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18
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Jiang B, Yang Y, Chen L, Liu X, Wu X, Chen B, Webster C, Sullivan WC, Larsen L, Wang J, Lu Y. Green spaces, especially nearby forest, may reduce the SARS-CoV-2 infection rate: A nationwide study in the United States. LANDSCAPE AND URBAN PLANNING 2022; 228:104583. [PMID: 36158763 PMCID: PMC9485427 DOI: 10.1016/j.landurbplan.2022.104583] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 09/14/2022] [Accepted: 09/15/2022] [Indexed: 05/10/2023]
Abstract
The coronavirus pandemic is an ongoing global crisis that has profoundly harmed public health. Although studies found exposure to green spaces can provide multiple health benefits, the relationship between exposure to green spaces and the SARS-CoV-2 infection rate is unclear. This is a critical knowledge gap for research and practice. In this study, we examined the relationship between total green space, seven types of green space, and a year of SARS-CoV-2 infection data across 3,108 counties in the contiguous United States, after controlling for spatial autocorrelation and multiple types of covariates. First, we examined the association between total green space and SARS-CoV-2 infection rate. Next, we examined the association between different types of green space and SARS-CoV-2 infection rate. Then, we examined forest-infection rate association across five time periods and five urbanicity levels. Lastly, we examined the association between infection rate and population-weighted exposure to forest at varying buffer distances (100 m to 4 km). We found that total green space was negative associated with the SARS-CoV-2 infection rate. Furthermore, two forest variables (forest outside park and forest inside park) had the strongest negative association with the infection rate, while open space variables had mixed associations with the infection rate. Forest outside park was more effective than forest inside park. The optimal buffer distances associated with lowest infection rate are within 1,200 m for forest outside park and within 600 m for forest inside park. Altogether, the findings suggest that green spaces, especially nearby forest, may significantly mitigate risk of SARS-CoV-2 infection.
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Affiliation(s)
- Bin Jiang
- Urban Environments and Human Health Lab, HKUrbanLabs, Faculty of Architecture, The University of Hong Kong, Hong Kong Special Administrative Region
- Division of Landscape Architecture, Department of Architecture, The University of Hong Kong, Hong Kong Special Administrative Region
| | - Yuwen Yang
- Urban Environments and Human Health Lab, HKUrbanLabs, Faculty of Architecture, The University of Hong Kong, Hong Kong Special Administrative Region
- Division of Landscape Architecture, Department of Architecture, The University of Hong Kong, Hong Kong Special Administrative Region
| | - Long Chen
- Department of Architecture and Civil Engineering, College of Engineering, City University of Hong Kong, Hong Kong Special Administrative Region
| | - Xueming Liu
- Urban Environments and Human Health Lab, HKUrbanLabs, Faculty of Architecture, The University of Hong Kong, Hong Kong Special Administrative Region
- Division of Landscape Architecture, Department of Architecture, The University of Hong Kong, Hong Kong Special Administrative Region
| | - Xueying Wu
- Department of Architecture and Civil Engineering, College of Engineering, City University of Hong Kong, Hong Kong Special Administrative Region
| | - Bin Chen
- Future Urbanity & Sustainable Environment (FUSE) Lab, Division of Landscape Architecture, Department of Architecture, Faculty of Architecture, The University of Hong Kong, Hong Kong Special Administrative Region
- Urban Systems Institute, The University of Hong Kong, Hong Kong Special Administrative Region
- HKU Musketeers Foundation Institute of Data Science, The University of Hong Kong, Hong Kong Special Administrative Region
| | - Chris Webster
- HKUrbanLabs, Faculty of Architecture, The University of Hong Kong, Hong Kong Special Administrative Region
| | - William C Sullivan
- Smart, Healthy Communities Initiative, University of Illinois at Urbana-Champaign, USA
- Department of Landscape Architecture, University of Illinois at Urbana-Champaign, USA
| | - Linda Larsen
- Smart Energy Design Assistance Center, University of Illinois at Urbana-Champaign, USA
| | - Jingjing Wang
- Department of Architecture and Civil Engineering, City University of Hong Kong, Hong Kong Special Administrative Region
| | - Yi Lu
- Department of Architecture and Civil Engineering, City University of Hong Kong, Hong Kong Special Administrative Region
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19
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Hohmuth N, Khanyaree I, Lang AL, Duering O, Konigorski S, Višković V, Heising T, Egender F, Remschmidt C, Leistner R. Participatory disease surveillance for a mass gathering — a prospective cohort study on COVID-19, Germany 2021. BMC Public Health 2022; 22:2074. [PMID: 36376856 PMCID: PMC9660174 DOI: 10.1186/s12889-022-14505-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 10/31/2022] [Indexed: 11/16/2022] Open
Abstract
Background Mass gatherings (MGs) such as music festivals and sports events have been associated with a high risk of SARS-CoV-2 transmission. On-site research can foster knowledge of risk factors for infections and improve risk assessments and precautionary measures at future MGs. We tested a web-based participatory disease surveillance tool to detect COVID-19 infections at and after an outdoor MG by collecting self-reported COVID-19 symptoms and tests. Methods We conducted a digital prospective observational cohort study among fully immunized attendees of a sports festival that took place from September 2 to 5, 2021 in Saxony-Anhalt, Germany. Participants used our study app to report demographic data, COVID-19 tests, symptoms, and their contact behavior. This self-reported data was used to define probable and confirmed COVID-19 cases for the full “study period” (08/12/2021 – 10/31/2021) and within the 14-day “surveillance period” during and after the MG, with the highest likelihood of an MG-related COVID-19 outbreak (09/04/2021 – 09/17/2021). Results A total of 2,808 of 9,242 (30.4%) event attendees participated in the study. Within the study period, 776 individual symptoms and 5,255 COVID-19 tests were reported. During the 14-day surveillance period around and after the MG, seven probable and seven PCR-confirmed COVID-19 cases were detected. The confirmed cases translated to an estimated seven-day incidence of 125 per 100,000 participants (95% CI [67.7/100,000, 223/100,000]), which was comparable to the average age-matched incidence in Germany during this time. Overall, weekly numbers of COVID-19 cases were fluctuating over the study period, with another increase at the end of the study period. Conclusion COVID-19 cases attributable to the mass gathering were comparable to the Germany-wide age-matched incidence, implicating that our active participatory disease surveillance tool was able to detect MG-related infections. Further studies are needed to evaluate and apply our participatory disease surveillance tool in other mass gathering settings. Supplementary Information The online version contains supplementary material available at 10.1186/s12889-022-14505-x.
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Affiliation(s)
- Nils Hohmuth
- Data4Life gGmbH, Charlottenstraße 13, 10969 Berlin, Germany ,grid.6363.00000 0001 2218 4662Medizinische Klinik für Gastroenterologie-, Infektiologie-, und Rheumatologie, Charité University Medicine Berlin, Campus Benjamin Franklin, Berlin, Germany
| | | | - Anna-Lena Lang
- Data4Life gGmbH, Charlottenstraße 13, 10969 Berlin, Germany
| | - Ohad Duering
- Data4Life gGmbH, Charlottenstraße 13, 10969 Berlin, Germany
| | - Stefan Konigorski
- grid.11348.3f0000 0001 0942 1117Digital Health Center, Hasso Plattner Institute for Digital Engineering, University of Potsdam, Potsdam, Germany ,grid.59734.3c0000 0001 0670 2351Hasso Plattner Institute for Digital Health at Mount Sinai, Icahn School of Medicine at Mount Sinai, New York, USA
| | | | - Tobias Heising
- Medizinisches Versorgungszentrum Bohmte, Bremer Str. 37, 49163 Bohmte, Germany
| | - Friedemann Egender
- grid.6363.00000 0001 2218 4662Medizinische Klinik für Nephrologie und Intensivmedizin, Charité University Medicine Berlin, Campus Virchow, Berlin, Germany
| | | | - Rasmus Leistner
- grid.6363.00000 0001 2218 4662Medizinische Klinik für Gastroenterologie-, Infektiologie-, und Rheumatologie, Charité University Medicine Berlin, Campus Benjamin Franklin, Berlin, Germany
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20
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Dixon BE, Fadel WF, Duszynski TJ, Caine VA, Meyer JF, Saysana M. Mitigation of COVID-19 at the 2021 National Collegiate Athletic Association Men’s Basketball Tournament. BMC Public Health 2022; 22:2061. [DOI: 10.1186/s12889-022-14547-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 11/04/2022] [Indexed: 11/12/2022] Open
Abstract
Abstract
Background
Data are lacking regarding the risk of viral SARS-CoV-2 transmission during a large indoor sporting event involving fans utilizing a controlled environment. We sought to describe case characteristics, mitigation protocols used, variants detected, and secondary infections detected during the 2021 National Collegiate Athletic Association (NCAA) Men’s Basketball Tournament involving collegiate athletes from across the U.S.
Methods
This retrospective cohort study used data collected from March 16 to April 3, 2021, as part of a closed environment which required daily reverse transcription-polymerase chain reaction (RT-PCR) testing, social distancing, universal masking, and limited contact between tiers of participants. Nearly 3000 players, staff, and vendors participated in indoor, unmasked activities that involved direct exposure between cases and noninfected individuals. The main outcome of interest was transmission of SARS-CoV-2 virus, as measured by the number of new infections and variant(s) detected among positive cases. Secondary infections were identified through contact tracing by public health officials.
Results
Out of 2660 participants, 15 individuals (0.56%) screened positive for SARS-CoV-2. Four cases involved players or officials, and all cases were detected before any individual played in or officiated a game. Secondary transmissions all occurred outside the controlled environment. Among those disqualified from the tournament (4 cases; 26.7%), all individuals tested positive for the Iota variant (B.1.526). All other cases involved the Alpha variant (B.1.1.7). Nearly all teams (N = 58; 85.3%) reported that some individuals had received at least one dose of a vaccine. Overall, 17.9% of participants either had at least one dose of the vaccine or possessed documented infection within 90 days of the tournament.
Conclusion
In this retrospective cohort study of the 2021 NCAA Men’s Basketball Tournament closed environment, only a few cases were detected, and they were discovered in advance of potential exposure. These findings support the U.S. Centers for Disease Control and Prevention (CDC) guidelines for large indoor sporting events during the COVID-19 pandemic.
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21
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Goupil de Bouillé J, Luong Nguyen LB, Crépey P, Garlantezec R, Doré V, Dumas A, Ben Mechlia M, Tattevin P, Gaudart J, Spire B, Lert F, Yazdanpanah Y, Delaugerre C, Noret M, Zeggagh J. Transmission of SARS-CoV-2 during indoor clubbing events: A clustered randomized, controlled, multicentre trial protocol. Front Public Health 2022; 10:981213. [PMID: 36438274 PMCID: PMC9687087 DOI: 10.3389/fpubh.2022.981213] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 10/03/2022] [Indexed: 11/06/2022] Open
Abstract
Introduction The SARS-CoV-2 pandemic led to the implementation of several non-pharmaceutical interventions (NPIs), from closings of bars and restaurants to curfews and lockdowns. Vaccination campaigns started hoping it could efficiently alleviate NPI. The primary objective of the "Indoor Transmission of COVID-19" (ITOC) study is to determine among a fully vaccinated population the relative risk of SARS-CoV-2 transmission during one indoor clubbing event. Secondary objectives are to assess the transmission of other respiratory viruses, risk exposure, and attitudes toward COVID-19 vaccination, health pass, and psychological impact of indoor club closing. Methods and analysis Four thousand four hundred healthy volunteers aged 18-49 years and fully vaccinated will be included in Paris region. The intervention is an 8-hour indoor clubbing event with no masks, no social distance, maximum room capacity, and ventilation. A reservation group of up to 10 people will recruit participants, who will be randomized 1:1 to either the experimental group (2,200 volunteers in two venues with capacities of 1,000 people each) or the control group (2,200 volunteers asked not to go to the club). All participants will provide a salivary sample on the day of the experiment and 7 days later. They also will answer several questionnaires. Virological analyses include polymerase chain reaction (PCR) of salivary samples and air of the venue, investigating SARS-CoV-2 and 18 respiratory viruses. Ethics and dissemination Ethical clearance was first obtained in France from the institutional review board (Comité de Protection des Personnes Ile de France VII - CPP), and the trial received clearance from the French National Agency for Medicines and Health Products (Agence National de Sécurité du Médicament - ANSM). The trial is supported and approved by The Agence Nationale Recherche sur le SIDA, les hépatites et maladies émergences (ANRS-MIE). Positive, negative, and inconclusive results will be published in peer-reviewed scientific journals. Trial registration number IDR-CB 2021-A01473-38. Clinicaltrial.gov, identifier: NCT05311865.
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Affiliation(s)
- Jeanne Goupil de Bouillé
- Service de Maladies Infectieuses et Tropicales, Hôpital Avicenne, AP-HP, Bobigny, France,LEPS Laboratoire Éducations et Pratiques de Santé, Université Paris 13, Bobigny, France,*Correspondence: Jeanne Goupil de Bouillé
| | | | - Pascal Crépey
- Univ Rennes, EHESP, CNRS, INSERM, Arènes - UMR 6051, RSMS - U 1309, Rennes, France
| | - Ronan Garlantezec
- CHU de Rennes, University Rennes, INSERM, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail) – UMR_S 1085, Rennes, France
| | | | - Audrey Dumas
- ANRS, Agence Nationale Recherche Sida, Paris, France
| | | | - Pierre Tattevin
- Infectious Diseases and Intensive Care Unit, Pontchaillou University Hospital, Rennes, France
| | - Jean Gaudart
- Aix Marseille University, APHM, INSERM, IRD, SESSTIM, ISSPAM, UMR1252, Hop Timone, BioSTIC, Biostatistic and ICT, Marseille, France
| | - Bruno Spire
- Aix Marseille University, APHM, INSERM, IRD, SESSTIM, ISSPAM, UMR1252, Marseille, France
| | - France Lert
- ANRS, Agence Nationale Recherche Sida, Paris, France
| | - Yazdan Yazdanpanah
- ANRS, Agence Nationale Recherche Sida, Paris, France,Service de Maladies Infectieuses et Tropicales, Hôpital Bichat, AP-HP, Paris, France
| | - Constance Delaugerre
- Service de Virologie, Hôpital Saint-Louis, AP-HP, INSERM U944, Université de Paris, Paris, France
| | | | - Jeremy Zeggagh
- Service de Maladies Infectieuses et Tropicales, Hôpital Saint-Louis, AP-HP, Paris, France
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22
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Tang SGH, Hadi MHH, Arsad SR, Ker PJ, Ramanathan S, Afandi NAM, Afzal MM, Yaw MW, Krishnan PS, Chen CP, Tiong SK. Prerequisite for COVID-19 Prediction: A Review on Factors Affecting the Infection Rate. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:12997. [PMID: 36293576 PMCID: PMC9602751 DOI: 10.3390/ijerph192012997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 09/24/2022] [Accepted: 09/29/2022] [Indexed: 06/16/2023]
Abstract
Since the year 2020, coronavirus disease 2019 (COVID-19) has emerged as the dominant topic of discussion in the public and research domains. Intensive research has been carried out on several aspects of COVID-19, including vaccines, its transmission mechanism, detection of COVID-19 infection, and its infection rate and factors. The awareness of the public related to the COVID-19 infection factors enables the public to adhere to the standard operating procedures, while a full elucidation on the correlation of different factors to the infection rate facilitates effective measures to minimize the risk of COVID-19 infection by policy makers and enforcers. Hence, this paper aims to provide a comprehensive and analytical review of different factors affecting the COVID-19 infection rate. Furthermore, this review analyses factors which directly and indirectly affect the COVID-19 infection risk, such as physical distance, ventilation, face masks, meteorological factor, socioeconomic factor, vaccination, host factor, SARS-CoV-2 variants, and the availability of COVID-19 testing. Critical analysis was performed for the different factors by providing quantitative and qualitative studies. Lastly, the challenges of correlating each infection risk factor to the predicted risk of COVID-19 infection are discussed, and recommendations for further research works and interventions are outlined.
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Affiliation(s)
- Shirley Gee Hoon Tang
- Center for Toxicology and Health Risk Studies (CORE), Faculty of Health Sciences, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, Kuala Lumpur 50300, Malaysia
| | - Muhamad Haziq Hasnul Hadi
- Institute of Sustainable Energy, Department of Electrical & Electronics, Universiti Tenaga Nasional, Kajang 43000, Malaysia
| | - Siti Rosilah Arsad
- Institute of Sustainable Energy, Department of Electrical & Electronics, Universiti Tenaga Nasional, Kajang 43000, Malaysia
| | - Pin Jern Ker
- Institute of Sustainable Energy, Department of Electrical & Electronics, Universiti Tenaga Nasional, Kajang 43000, Malaysia
| | - Santhi Ramanathan
- Faculty of Business, Multimedia University, Jalan Ayer Keroh Lama, Malacca 75450, Malaysia
| | - Nayli Aliah Mohd Afandi
- Institute of Sustainable Energy, Department of Electrical & Electronics, Universiti Tenaga Nasional, Kajang 43000, Malaysia
| | - Madihah Mohd Afzal
- Center for Toxicology and Health Risk Studies (CORE), Faculty of Health Sciences, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, Kuala Lumpur 50300, Malaysia
| | - Mei Wyin Yaw
- Institute of Sustainable Energy, Department of Electrical & Electronics, Universiti Tenaga Nasional, Kajang 43000, Malaysia
| | - Prajindra Sankar Krishnan
- Institute of Sustainable Energy, Department of Electrical & Electronics, Universiti Tenaga Nasional, Kajang 43000, Malaysia
| | - Chai Phing Chen
- Institute of Sustainable Energy, Department of Electrical & Electronics, Universiti Tenaga Nasional, Kajang 43000, Malaysia
| | - Sieh Kiong Tiong
- Institute of Sustainable Energy, Department of Electrical & Electronics, Universiti Tenaga Nasional, Kajang 43000, Malaysia
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23
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Sah R, Alshahrani NZ, Shah P, Mohanty A, Rouniyar R, Shah S, Padhi BK, Amer FA, Mayta-Tristan P, Rodriguez-Morales AJ. FIFA World Cup 2022 in Qatar: Mitigating the risk of imported infections amid the COVID-19 pandemic, monkeypox outbreak and other emerging diseases. Travel Med Infect Dis 2022; 50:102450. [PMID: 36084882 PMCID: PMC9444849 DOI: 10.1016/j.tmaid.2022.102450] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Accepted: 09/04/2022] [Indexed: 11/20/2022]
Affiliation(s)
- Ranjit Sah
- Tribhuvan University Teaching Hospital, Institute of Medicine, Kathmandu, Nepal; Research Scholar, Harvard Medical School, Boston, MA, USA
| | | | - Pooja Shah
- Dhulikhel Hospital, Kathmandu University School of Medical Sciences, Dhulikhel, Kathmandu, Nepal
| | - Aroop Mohanty
- All India Institute of Medical Sciences, Gorakhpur, India
| | - Ramhari Rouniyar
- Nepalese Army Institute of Health Science-College of Medicine, Kathmandu, Nepal
| | - Sangam Shah
- Tribhuvan University Teaching Hospital, Institute of Medicine, Kathmandu, Nepal
| | - Bijaya Kumar Padhi
- Department of Community Medicine and School of Public Health, Postgraduate Institute of Medical Education and Research, India
| | - Fatma A Amer
- Medical Microbiology and Immunology Department, Chair of Viral Infection Working Group, International Society for Antimicrobial Chemotherapy (VIWG/ISAC), Zagazig, Egypt
| | - Percy Mayta-Tristan
- Master of Clinical Epidemiology and Biostatistics, Universidad Científica del Sur, Lima, 4861, Peru
| | - Alfonso J Rodriguez-Morales
- Master of Clinical Epidemiology and Biostatistics, Universidad Científica del Sur, Lima, 4861, Peru; Grupo de Investigación Biomedicina, Fundación Universitaria Autónoma de las Américas, 660003, Pereira, Risaralda, Colombia; Latin American Networks on Monkeypox Virus Research (LAMOVI), Pereira, Risaralda, Colombia; Institución Universitaria Visión de las Américas, Pereira, Risaralda, Colombia.
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24
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Tofighi M, Asgary A, Tofighi G, Najafabadi MM, Arino J, Amiche A, Rahman A, McCarthy Z, Bragazzi NL, Thommes E, Coudeville L, Grunnill MD, Bourouiba L, Wu J. Estimating social contacts in mass gatherings for disease outbreak prevention and management: case of Hajj pilgrimage. Trop Dis Travel Med Vaccines 2022; 8:19. [PMID: 36045430 PMCID: PMC9433139 DOI: 10.1186/s40794-022-00177-3] [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: 01/10/2022] [Accepted: 05/17/2022] [Indexed: 12/03/2022] Open
Abstract
Background Most mass gathering events have been suspended due to the SARS-CoV-2 pandemic. However, with vaccination rollout, whether and how to organize some of these mass gathering events arises as part of the pandemic recovery discussions, and this calls for decision support tools. The Hajj, one of the world's largest religious gatherings, was substantively scaled down in 2020 and 2021 and it is still unclear how it will take place in 2022 and subsequent years. Simulating disease transmission dynamics during the Hajj season under different conditions can provide some insights for better decision-making. Most disease risk assessment models require data on the number and nature of possible close contacts between individuals. Methods We sought to use integrated agent-based modeling and discrete events simulation techniques to capture risky contacts among the pilgrims and assess different scenarios in one of the Hajj major sites, namely Masjid-Al-Haram. Results The simulation results showed that a plethora of risky contacts may occur during the rituals. Also, as the total number of pilgrims increases at each site, the number of risky contacts increases, and physical distancing measures may be challenging to maintain beyond a certain number of pilgrims in the site. Conclusions This study presented a simulation tool that can be relevant for the risk assessment of a variety of (respiratory) infectious diseases, in addition to COVID-19 in the Hajj season. This tool can be expanded to include other contributing elements of disease transmission to quantify the risk of the mass gathering events.
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25
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Aggarwal S, Mahajan N, Kohli S, Balaji S, Singh T, Menon GR, Rade K, Panda S. Assessment of Community Behavior and COVID-19 Transmission during Festivities in India: A Qualitative Synthesis through a Media Scanning Technique. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:10157. [PMID: 36011792 PMCID: PMC9407907 DOI: 10.3390/ijerph191610157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 07/14/2022] [Accepted: 07/14/2022] [Indexed: 06/15/2023]
Abstract
In India during the first wave of COVID-19 infection, the authorities were concerned about the advent of the festive season, which could lead to a surge in cases of SARS-CoV-2 infection. The present study attempted to assess the socio-behavioral aspects of COVID-appropriate behavior (CAB) at individual and community levels, and their impact on the transmission of COVID-19 during festivities in India. Media scanning was conducted to qualitatively assess CAB by analyzing 284 news reports from across India; quantitative data on COVID-19 daily cases from March 2020 to December 2020 were used to determine the trends of the adjusted test positivity (ATP) ratio for six cities. Peaks in ATP were observed in Chandigarh, Delhi-NCR in North India during and after Dussehra and Deepavali, and in Mumbai, in the west, after Navratri. Additionally, a surge in ATP was observed in Trivandrum after Onam and in Chennai around Deepavali in the south; meanwhile, in the eastern city of Kolkata, cases increased following Durga Puja. The major challenges were adherence to CAB viz. social distancing, hygiene, and compliance with the mask mandate. Microlevel CAB indicated relatively higher laxity in maintaining hand hygiene in all cities. Observations from the current study indicate that innovative community-driven initiatives during festivals in each geographical zone are key to the large-scale implementation of disease prevention measures.
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Affiliation(s)
- Sumit Aggarwal
- Division of Epidemiology and Communicable Diseases, Indian Council of Medical Research, V. Ramalingaswami Building, Ansari Nagar, New Delhi 110029, India
| | - Nupur Mahajan
- Division of Epidemiology and Communicable Diseases, Indian Council of Medical Research, V. Ramalingaswami Building, Ansari Nagar, New Delhi 110029, India
| | - Simran Kohli
- Indian Council of Medical Research-National Institute of Medical Statistics, New Delhi 110029, India
| | - Sivaraman Balaji
- Division of Epidemiology and Communicable Diseases, Indian Council of Medical Research, V. Ramalingaswami Building, Ansari Nagar, New Delhi 110029, India
| | - Tanvi Singh
- Indian Council of Medical Research-National Institute of Medical Statistics, New Delhi 110029, India
| | - Geetha R. Menon
- Indian Council of Medical Research-National Institute of Medical Statistics, New Delhi 110029, India
| | - Kiran Rade
- Central Tuberculosis Division, World Health Organization, New Delhi 110002, India
| | - Samiran Panda
- Division of Epidemiology and Communicable Diseases, Indian Council of Medical Research, V. Ramalingaswami Building, Ansari Nagar, New Delhi 110029, India
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Vishnu Prasad S, Mukherjee G, Bobdey S, Kaushik S, Yadav AK, Teli P, Vaidya R, Karade S, Singh S. Epidemiological analysis of SARS-COV-2 B.1.617.2 (delta variant) transmission in an educational institute. Med J Armed Forces India 2022; 79:S0377-1237(22)00024-7. [PMID: 35464626 PMCID: PMC9017873 DOI: 10.1016/j.mjafi.2022.02.008] [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: 11/02/2021] [Accepted: 02/23/2022] [Indexed: 11/28/2022] Open
Abstract
Background Despite having an effective COVID-19 vaccine, the COVID-19 pandemic is far from over and the delta variant continues to cause havoc across several continents. The present study was conducted to analyze and describe the occurrence of COVID-19 cases among completely vaccinated individuals. Methods In an educational institute in Western Maharashtra, we analyzed a cluster of RTPCR positive COVID-19 cases among fully vaccinated students which occurred in 12 days. The cases were linked to a series of curricular and co-curricular events in the institute. A detailed epidemiological investigation and genome sequencing of cases were conducted. IgG antibodies against S1 protein of novel SARS-CoV-2 were estimated for cases and age, sex, and vaccination status matched controls. Results All 37 identified cases were mild COVID. 188 high risk (HR) contacts of the cases were identified. The overall secondary attack was 9.5%. Out of 31 cases and 50 controls, 09 (29%) cases and 08 (16%) controls were found to have IgG antibodies against S1 protein of novel SARS-CoV-2 titer of more than 60 U/ml. Whole-genome sequencing of 15 samples of the cluster showed the presence of the Delta variant of SARS-CoV-2. No correlation was observed between Ct value and IgG S1 antibody titers. Conclusion The study provides significant evidence that only vaccination alone does not completely protect against SARS-CoV-2 B.1.617.2 (Delta) variant infection. An all-encompassing multicomponent strategy involving implementation of NPIs, robust contact tracing, early identification and isolation of cases, and high vaccination coverage is the way forward for the prevention of COVID-19.
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Affiliation(s)
- S. Vishnu Prasad
- Resident, Dept of Community Medicine, Armed Forces Medical College, Pune, India
| | - Gautam Mukherjee
- Resident, Dept of Community Medicine, Armed Forces Medical College, Pune, India
| | - Saurabh Bobdey
- Professor, Dept of Community Medicine, Armed Forces Medical College, Pune, India
| | - S.K. Kaushik
- Professor & Head, Dept of Community Medicine, Armed Forces Medical College, Pune, India
| | - Arun Kumar Yadav
- Associate Professor, Dept of Community Medicine, Armed Forces Medical College, Pune, India
| | - Prabhakar Teli
- Associate Professor, Dept of Community Medicine, Armed Forces Medical College, Pune, India
| | - Rajesh Vaidya
- Dean & Dy Commandant, Armed Forces Medical College, Pune, India
| | - Santosh Karade
- Commanding Officer, 4014 Field Hospital, C/o 99 APO, India
| | - S.P. Singh
- Professor & Head, Dept of Microbiology, Armed Forces Medical College, Pune, India
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SRLF Trial Group, Boelle PY, Decormeille G, Hermann B, Heming N, Jacq G, Kamel T, Lascarrou JB, Maury E, Papazian L, Piton G, Poiroux L, Ramillon J, Rouze A. Sanitary safety of the 2021 French Intensive Care Society medical conference: a case/control study. Ann Intensive Care 2022; 12:11. [PMID: 35147794 PMCID: PMC8831193 DOI: 10.1186/s13613-022-00986-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Accepted: 01/20/2022] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND In-person mass gathering events (MGE) are returning after a period of restrictions, yet few prospective scientific evaluations of their safety are available. METHODS Prospective observational study, including both attendees of the French Intensive Care Society (FICS) annual meeting held in Paris between June the 9th and June the 11th, 2021 and matched controls (healthcare professionals who stayed in the ICU during the conference). SARS-CoV-2 lateral flow test was performed on day 7. Follow-up occurred until day 21. RESULTS Out of the 1824 healthcare professionals attending the congress (all of which fulfilled legal requirements: 7 days or more following a second dose of vaccine or a negative PCR test performed within less than 72 h), 520 (28.5%) agreed to participate. Follow-up data were received for 216 (41.5%) out of the 520 included attendees, and for 191 matched controls. No positive SARS-CoV-2 lateral flow test was reported in the attendees or in the matched controls. The probability of SARS-CoV-2 infection during the MGE was less than 1.7% in the attendees (95% confidence interval [0;1.7%]), less than 2% in the controls (95%CI [0;2%]) and the difference in probabilities of infection was less than 1.9% (95% CI [0;1.9%]). CONCLUSION During a low incidence period, in this population of congress attendees screened for SARS-CoV-2 by a lateral flow test at day 7, no positive cases could be documented, no concomitant infection occurred in the matched controls; suggesting no extra risk of infection during the MGE. TRIAL REGISTRATION ClinicalTrial.gov, #NCT04918160.
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Domènech-Montoliu S, Puig-Barberà J, Pac-Sa MR, Vidal-Utrillas P, Latorre-Poveda M, Del Rio-González A, Ferrando-Rubert S, Ferrer-Abad G, Sánchez-Urbano M, Aparisi-Esteve L, Badenes-Marques G, Cervera-Ferrer B, Clerig-Arnau U, Dols-Bernad C, Fontal-Carcel M, Gomez-Lanas L, Jovani-Sales D, León-Domingo MC, Llopico-Vilanova MD, Moros-Blasco M, Notari-Rodríguez C, Ruíz-Puig R, Valls-López S, Arnedo-Pena A. Complications Post-COVID-19 and Risk Factors among Patients after Six Months of a SARS-CoV-2 Infection: A Population-Based Prospective Cohort Study. EPIDEMIOLOGIA 2022; 3:49-67. [PMID: 36417267 PMCID: PMC9620887 DOI: 10.3390/epidemiologia3010006] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 01/12/2022] [Accepted: 02/07/2022] [Indexed: 12/14/2022] Open
Abstract
In October 2020, we conducted a population-based prospective cohort study to determine post-COVID-19 complications, recovery, return to usual health, and associated risk factors in 536 cases of COVID-19 outbreak in Borriana (Spain) by administering an epidemiological questionnaire via phone interviews. A total of 484 patients participated (90.3%), age mean 37.2 ± 17.1 years, and 301 females (62.2%). Mild illness was the most common COVID-19 manifestation. After six months, 160 patients (33.1%) suffered at least one complication post-COVID-19, and 47 (29.4%) of them sought medical assistance. The most frequent persistent symptoms were hair loss, fatigue, loss of smell or taste, and headache. Risk factors associated with a complication were female sex (adjusted relative risk, [aRR] = 1.93 95% confidence interval [CI] 1.41-2.65), age 35 years and above (aRR = 1.50 95% CI 1.14-1.99), B blood group (aRR = 1.51 95% CI 1.04-2.16), current smoker (RR = 1.61 95% CI 1.02-2.54), and at least a COVID-19 exposure (aRR = 2.13 95% CI 1.11-4.09). Male sex, age younger than 35 years, and low COVID-19 exposures were associated with better recovery and return to usual health. A third of patients presented persistent symptoms compatible with the long-COVID-19 syndrome. In conclusion, an active medical follow-up of post-COVID-19 patients must be implemented.
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Affiliation(s)
- Salvador Domènech-Montoliu
- Emergency Service Hospital de la Plana, 12540 Villarreal, Castellon, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (C.N.-R.); (R.R.-P.); (S.V.-L.)
| | | | | | - Paula Vidal-Utrillas
- Health Centers I and II, 12530 Borriana, Castellon, Spain; (P.V.-U.); (A.D.R.-G.); (S.F.-R.); (G.F.-A.); (M.M.-B.)
| | - Marta Latorre-Poveda
- Emergency Service Hospital de la Plana, 12540 Villarreal, Castellon, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (C.N.-R.); (R.R.-P.); (S.V.-L.)
| | - Alba Del Rio-González
- Health Centers I and II, 12530 Borriana, Castellon, Spain; (P.V.-U.); (A.D.R.-G.); (S.F.-R.); (G.F.-A.); (M.M.-B.)
| | - Sara Ferrando-Rubert
- Health Centers I and II, 12530 Borriana, Castellon, Spain; (P.V.-U.); (A.D.R.-G.); (S.F.-R.); (G.F.-A.); (M.M.-B.)
| | - Gema Ferrer-Abad
- Health Centers I and II, 12530 Borriana, Castellon, Spain; (P.V.-U.); (A.D.R.-G.); (S.F.-R.); (G.F.-A.); (M.M.-B.)
| | - Manuel Sánchez-Urbano
- Emergency Service Hospital de la Plana, 12540 Villarreal, Castellon, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (C.N.-R.); (R.R.-P.); (S.V.-L.)
| | | | - Gema Badenes-Marques
- Emergency Service Hospital de la Plana, 12540 Villarreal, Castellon, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (C.N.-R.); (R.R.-P.); (S.V.-L.)
| | - Belen Cervera-Ferrer
- Emergency Service Hospital de la Plana, 12540 Villarreal, Castellon, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (C.N.-R.); (R.R.-P.); (S.V.-L.)
| | - Ursula Clerig-Arnau
- Emergency Service Hospital de la Plana, 12540 Villarreal, Castellon, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (C.N.-R.); (R.R.-P.); (S.V.-L.)
| | | | | | - Lorna Gomez-Lanas
- Emergency Service Hospital de la Plana, 12540 Villarreal, Castellon, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (C.N.-R.); (R.R.-P.); (S.V.-L.)
| | - David Jovani-Sales
- Emergency Service Hospital de la Plana, 12540 Villarreal, Castellon, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (C.N.-R.); (R.R.-P.); (S.V.-L.)
| | | | - Maria Dolores Llopico-Vilanova
- Emergency Service Hospital de la Plana, 12540 Villarreal, Castellon, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (C.N.-R.); (R.R.-P.); (S.V.-L.)
| | - Mercedes Moros-Blasco
- Health Centers I and II, 12530 Borriana, Castellon, Spain; (P.V.-U.); (A.D.R.-G.); (S.F.-R.); (G.F.-A.); (M.M.-B.)
| | - Cristina Notari-Rodríguez
- Emergency Service Hospital de la Plana, 12540 Villarreal, Castellon, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (C.N.-R.); (R.R.-P.); (S.V.-L.)
| | - Raquel Ruíz-Puig
- Emergency Service Hospital de la Plana, 12540 Villarreal, Castellon, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (C.N.-R.); (R.R.-P.); (S.V.-L.)
| | - Sonia Valls-López
- Emergency Service Hospital de la Plana, 12540 Villarreal, Castellon, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (C.N.-R.); (R.R.-P.); (S.V.-L.)
| | - Alberto Arnedo-Pena
- Public Health Center, 12003 Castelló de la Plana, Castellon, Spain;
- Department of Health Science, Public University Navarra, 31006 Pamplona, Navarra, Spain
- Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain
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Herng LC, Singh S, Sundram BM, Zamri ASSM, Vei TC, Aris T, Ibrahim H, Abdullah NH, Dass SC, Gill BS. The effects of super spreading events and movement control measures on the COVID-19 pandemic in Malaysia. Sci Rep 2022; 12:2197. [PMID: 35140319 PMCID: PMC8828893 DOI: 10.1038/s41598-022-06341-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Accepted: 01/28/2022] [Indexed: 12/17/2022] Open
Abstract
This paper aims to develop an automated web application to generate validated daily effective reproduction numbers (Rt) which can be used to examine the effects of super-spreading events due to mass gatherings and the effectiveness of the various Movement Control Order (MCO) stringency levels on the outbreak progression of COVID-19 in Malaysia. The effective reproduction number, Rt, was estimated by adopting and modifying an Rt estimation algorithm using a validated distribution mean of 3.96 and standard deviation of 4.75 with a seven-day sliding window. The Rt values generated were validated using thea moving window SEIR model with a negative binomial likelihood fitted using methods from the Bayesian inferential framework. A Pearson’s correlation between the Rt values estimated by the algorithm and the SEIR model was r = 0.70, p < 0.001 and r = 0.81, p < 0.001 during the validation period The Rt increased to reach the highest values at 3.40 (95% CI 1.47, 6.14) and 1.72 (95% CI 1.54, 1.90) due to the Sri Petaling and Sabah electoral process during the second and third waves of COVID-19 respectively. The MCOs was able to reduce the Rt values by 63.2 to 77.1% and 37.0 to 47.0% during the second and third waves of COVID-19, respectively. Mass gathering events were one of the important drivers of the COVID-19 outbreak in Malaysia. However, COVID-19 transmission can be fuelled by noncompliance to Standard Operating Procedure, population mobility, ventilation and environmental factors.
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Affiliation(s)
- Lai Chee Herng
- Institute for Medical Research (IMR), National Institutes of Health (NIH), Ministry of Health Malaysia, 40170, Setia Alam, Malaysia
| | - Sarbhan Singh
- Institute for Medical Research (IMR), National Institutes of Health (NIH), Ministry of Health Malaysia, 40170, Setia Alam, Malaysia.
| | - Bala Murali Sundram
- Institute for Medical Research (IMR), National Institutes of Health (NIH), Ministry of Health Malaysia, 40170, Setia Alam, Malaysia
| | - Ahmed Syahmi Syafiq Md Zamri
- Institute for Medical Research (IMR), National Institutes of Health (NIH), Ministry of Health Malaysia, 40170, Setia Alam, Malaysia
| | - Tan Cia Vei
- Institute for Medical Research (IMR), National Institutes of Health (NIH), Ministry of Health Malaysia, 40170, Setia Alam, Malaysia
| | - Tahir Aris
- Institute for Medical Research (IMR), National Institutes of Health (NIH), Ministry of Health Malaysia, 40170, Setia Alam, Malaysia
| | | | | | | | - Balvinder Singh Gill
- Institute for Medical Research (IMR), National Institutes of Health (NIH), Ministry of Health Malaysia, 40170, Setia Alam, Malaysia
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Domènech-Montoliu S, Puig-Barberà J, Pac-Sa MR, Vidal-Utrillas P, Latorre-Poveda M, Rio-González AD, Ferrando-Rubert S, Ferrer-Abad G, Sánchez-Urbano M, Aparisi-Esteve L, Badenes-Marques G, Cervera-Ferrer B, Clerig-Arnau U, Dols-Bernad C, Fontal-Carcel M, Gomez-Lanas L, Jovani-Sales D, León-Domingo MC, Llopico-Vilanova MD, Moros-Blasco M, Notari-Rodríguez C, Ruíz-Puig R, Valls-López S, Arnedo-Pena A. ABO Blood Groups and the Incidence of Complications in COVID-19 Patients: A Population-Based Prospective Cohort Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph181910039. [PMID: 34639344 PMCID: PMC8507737 DOI: 10.3390/ijerph181910039] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 09/06/2021] [Accepted: 09/16/2021] [Indexed: 12/16/2022]
Abstract
After a COVID-19 outbreak in the Falles festival of Borriana (Spain) during March 2020, a cohort of patients were followed until October 2020 to estimate complications post-COVID-19, considering ABO blood groups (ABO). From 536 laboratory-confirmed cases, 483 completed the study (90.1%) carried by the Public Health Center of Castelló and the Emergency and Microbiology and Clinical Analysis of Hospital de la Plana Vila-real. The study included ABO determination and telephone interviews of patients. The participants had a mean age of 37.2 ± 17.1 years, 300 females (62.1%). ABO were O (41.4%), A (45.5%), B (9.1%), and AB (3.9%). We found no difference in the incidence of COVID-19 infections. A total of 159 (32.9%) patients reported one or more post-COVID-19 complications with divergent incidences after adjustment: O (32.3%), A (32.6%), B (54.1%), and AB (27.6%); B groups had more complications post-COVID-19 when compared with O group (adjusted relative risk [aRR] 95% confidence interval [CI] 1.68, 95% CI 1.24–2.27), and symptoms of fatigue (1.79, 95% CI 1.08–2.95), myalgia (2.06, 95% CI 1.10–3.84), headache (2.61, 95% CI 1.58–4.31), and disorder of vision (4.26 95% CI 1.33–13.60). In conclusion, we observed significant differences in post-COVID-19 complications by ABO, with a higher incidence in B group. Additional research is justified to confirm our results.
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Affiliation(s)
- Salvador Domènech-Montoliu
- Emergency Service Hospital de la Plana, Health Department 3, 12540 Vila-Real, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (R.R.-P.); (S.V.-L.)
| | | | | | - Paula Vidal-Utrillas
- Health Centers I and II, Health Department 2, 12530 Borriana, Spain; (P.V.-U.); (A.D.R.-G.); (S.F.-R.); (G.F.-A.)
| | - Marta Latorre-Poveda
- Emergency Service Hospital de la Plana, Health Department 3, 12540 Vila-Real, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (R.R.-P.); (S.V.-L.)
| | - Alba Del Rio-González
- Health Centers I and II, Health Department 2, 12530 Borriana, Spain; (P.V.-U.); (A.D.R.-G.); (S.F.-R.); (G.F.-A.)
| | - Sara Ferrando-Rubert
- Health Centers I and II, Health Department 2, 12530 Borriana, Spain; (P.V.-U.); (A.D.R.-G.); (S.F.-R.); (G.F.-A.)
| | - Gema Ferrer-Abad
- Health Centers I and II, Health Department 2, 12530 Borriana, Spain; (P.V.-U.); (A.D.R.-G.); (S.F.-R.); (G.F.-A.)
| | - Manuel Sánchez-Urbano
- Emergency Service Hospital de la Plana, Health Department 3, 12540 Vila-Real, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (R.R.-P.); (S.V.-L.)
| | | | - Gema Badenes-Marques
- Emergency Service Hospital de la Plana, Health Department 3, 12540 Vila-Real, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (R.R.-P.); (S.V.-L.)
| | - Belén Cervera-Ferrer
- Emergency Service Hospital de la Plana, Health Department 3, 12540 Vila-Real, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (R.R.-P.); (S.V.-L.)
| | - Ursula Clerig-Arnau
- Emergency Service Hospital de la Plana, Health Department 3, 12540 Vila-Real, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (R.R.-P.); (S.V.-L.)
| | | | | | - Lorna Gomez-Lanas
- Emergency Service Hospital de la Plana, Health Department 3, 12540 Vila-Real, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (R.R.-P.); (S.V.-L.)
| | - David Jovani-Sales
- Emergency Service Hospital de la Plana, Health Department 3, 12540 Vila-Real, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (R.R.-P.); (S.V.-L.)
| | | | - Maria Dolores Llopico-Vilanova
- Emergency Service Hospital de la Plana, Health Department 3, 12540 Vila-Real, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (R.R.-P.); (S.V.-L.)
| | | | | | - Raquel Ruíz-Puig
- Emergency Service Hospital de la Plana, Health Department 3, 12540 Vila-Real, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (R.R.-P.); (S.V.-L.)
| | - Sonia Valls-López
- Emergency Service Hospital de la Plana, Health Department 3, 12540 Vila-Real, Spain; (S.D.-M.); (M.L.-P.); (M.S.-U.); (G.B.-M.); (B.C.-F.); (U.C.-A.); (L.G.-L.); (D.J.-S.); (M.D.L.-V.); (R.R.-P.); (S.V.-L.)
| | - Alberto Arnedo-Pena
- Public Health Center, Health Department 2, 12003 Castello de la Plana, Spain;
- Department of Health Science, Public University Navarra, 31008 Pamplona, Spain
- Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain
- Correspondence: or ; Tel.: +35-622-573979
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