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Flacco ME, Acuti Martellucci C, Soldato G, Di Martino G, Rosso A, Carota R, De Benedictis M, Di Marco G, Di Luzio R, Ricci M, Caponetti A, Gori D, Manzoli L. Predictors of SARS-CoV-2 Infection and Severe and Lethal COVID-19 after Three Years of Follow-Up: A Population-Wide Study. Viruses 2023; 15:1794. [PMID: 37766201 PMCID: PMC10534678 DOI: 10.3390/v15091794] [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: 07/29/2023] [Revised: 08/21/2023] [Accepted: 08/23/2023] [Indexed: 09/29/2023] Open
Abstract
In this cohort study, the general population of an Italian Province was followed for three years after the start of the pandemic, in order to identify the predictors of SARS-CoV-2 infection and severe or lethal COVID-19. All the National Healthcare System information on biographical records, vaccinations, SARS-CoV-2 swabs, COVID-19 cases, hospitalizations and co-pay exemptions were extracted from 25 February 2020 to 15 February 2023. Cox proportional hazard analysis was used to compute the relative hazards of infection and severe or lethal COVID-19, adjusting for age, gender, vaccine status, hypertension, diabetes, major cardiovascular diseases (CVD), chronic obstructive pulmonary disease (COPD), kidney disease or cancer. Among the 300,079 residents or domiciled citizens, 41.5% had ≥1 positive swabs during the follow-up (which lasted a mean of 932 days). A total of 3.67% of the infected individuals experienced severe COVID-19 (n = 4574) and 1.76% died (n = 2190). Females, the elderly and subjects with diabetes, CVD, COPD, kidney disease and cancer showed a significantly higher risk of SARS-CoV-2 infection. The likelihood of severe or lethal COVID-19 was >90% lower among the youngest, and all comorbidities were independently associated with a higher risk (ranging from +28% to +214%) of both outcomes. Two years after the start of the immunization campaign, the individuals who received ≥2 doses of COVID-19 vaccines still showed a significantly lower likelihood of severe or lethal disease, with the lowest risk observed among subjects who received at least one booster dose.
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Affiliation(s)
- Maria Elena Flacco
- Department of Environmental and Preventive Sciences, University of Ferrara, 44121 Ferrara, Italy
| | | | | | | | - Annalisa Rosso
- Department of Environmental and Preventive Sciences, University of Ferrara, 44121 Ferrara, Italy
| | | | | | | | | | - Matteo Ricci
- Department of Medical and Surgical Sciences, University of Bologna, 40100 Bologna, Italy
| | | | - Davide Gori
- Department of Medical and Surgical Sciences, University of Bologna, 40100 Bologna, Italy
| | - Lamberto Manzoli
- Department of Medical and Surgical Sciences, University of Bologna, 40100 Bologna, Italy
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Monari C, Pisaturo M, Maggi P, Macera M, Di Caprio G, Pisapia R, Gentile V, Fordellone M, Chiodini P, Coppola N. Early predictors of clinical deterioration in a cohort of outpatients with COVID-19 in southern Italy: A multicenter observational study. J Med Virol 2022; 94:5336-5344. [PMID: 35854433 PMCID: PMC9545617 DOI: 10.1002/jmv.28007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Revised: 06/09/2022] [Accepted: 07/17/2022] [Indexed: 12/15/2022]
Abstract
Data regarding early predictors of clinical deterioration in patients with infection of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) is still scarce. The aim of the study is to identify early symptoms or signs that may be associated with severe coronavirus disease 2019 (COVID-19). We conducted a multicentre prospective cohort study on a cohort of patients with COVID-19 in home isolation from March 2020 to April 2021. We assessed longitudinal clinical data (fever, dyspnea, need for hospitalization) through video calls at three specific time points: the beginning of symptoms or the day of the first positivity of the nasopharyngeal swab for SARS-CoV-2-RNA (t0 ), and 3 (t3 ) and 7 (t7 ) days after the onset of symptoms. We included 329 patients with COVID-19: 182 (55.3%) males, mean age 53.4 ± 17.4 years, median Charlson comorbidity index (CCI) of 1 (0-3). Of the 329 patients enrolled, 171 (51.98%) had a mild, 81 (24.6%) a moderate, and 77 (23.4%) a severe illness; 151 (45.9%) were hospitalized. Compared to patients with mild COVID-19, moderate and severe patients were older (p < 0.001) and had more comorbidities, especially hypertension (p < 0.001) and cardiovascular diseases (p = 0.01). At t3 and t7 , we found a significant higher rate of persisting fever (≥37°C) among patients with moderate (91.4% and 58.0% at t3 and t7 , respectively; p < 0.001) and severe outcome (75.3% and 63.6%, respectively; p < 0.001) compared to mild COVID-19 outcome (27.5% and 11.7%, respectively; p < 0.001). Factors independently associated with a more severe outcome were persisting fever at t3 and t7 , increasing age, and CCI above 2 points. Persisting fever at t3 and t7 seems to be related to a more severe COVID-19. This data may be useful to assess hospitalization criteria and optimize the use of resources in the outpatient setting.
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Affiliation(s)
- Caterina Monari
- Department of Mental Health and Public Medicine, Infectious Diseases UnitUniversity of Campania Luigi VanvitelliNaplesItaly
| | - Mariantonietta Pisaturo
- Department of Mental Health and Public Medicine, Infectious Diseases UnitUniversity of Campania Luigi VanvitelliNaplesItaly
| | - Paolo Maggi
- Infectious Disease UnitAORN CasertaCasertaItaly
| | | | | | | | - Valeria Gentile
- Department of Mental Health and Public Medicine, Infectious Diseases UnitUniversity of Campania Luigi VanvitelliNaplesItaly
| | - Mario Fordellone
- Medical Statistics UnitUniversity of Campania Luigi VanvitelliNaplesItaly
| | - Paolo Chiodini
- Medical Statistics UnitUniversity of Campania Luigi VanvitelliNaplesItaly
| | - Nicola Coppola
- Department of Mental Health and Public Medicine, Infectious Diseases UnitUniversity of Campania Luigi VanvitelliNaplesItaly
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