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The incidence and risk factors of selected drug prescriptions and outpatient care after SARS-CoV-2 infection in low-risk subjects: a multicenter population-based cohort study
BACKGROUND: Knowledge about the dynamics of transmission of SARS-CoV-2 and the clinical aspects of COVID-19 has steadily increased over time, although evidence of the determinants of disease severity and duration is still limited and mainly focused on older adult and fragile populations. METHODS: Th...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10582710/ https://www.ncbi.nlm.nih.gov/pubmed/37860802 http://dx.doi.org/10.3389/fpubh.2023.1241401 |
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author | Gagliotti, Carlo Banchelli, Federico De Paoli, Angela Buttazzi, Rossella Narne, Elena Ricchizzi, Enrico Schievano, Elena Bellio, Stefania Pitter, Gisella Tonon, Michele Canziani, Lorenzo Maria Rolli, Maurizia Tacconelli, Evelina Berti, Elena Russo, Francesca Moro, Maria Luisa |
author_facet | Gagliotti, Carlo Banchelli, Federico De Paoli, Angela Buttazzi, Rossella Narne, Elena Ricchizzi, Enrico Schievano, Elena Bellio, Stefania Pitter, Gisella Tonon, Michele Canziani, Lorenzo Maria Rolli, Maurizia Tacconelli, Evelina Berti, Elena Russo, Francesca Moro, Maria Luisa |
author_sort | Gagliotti, Carlo |
collection | PubMed |
description | BACKGROUND: Knowledge about the dynamics of transmission of SARS-CoV-2 and the clinical aspects of COVID-19 has steadily increased over time, although evidence of the determinants of disease severity and duration is still limited and mainly focused on older adult and fragile populations. METHODS: The present study was conceived and carried out in the Emilia-Romagna (E-R) and Veneto Regions, Italy, within the context of the EU’s Horizon 2020 research project called ORCHESTRA (Connecting European Cohorts to increase common and effective response to SARS-CoV-2 pandemic) (www.orchestra-cohort.eu). The study has a multicenter retrospective population-based cohort design and aimed to investigate the incidence and risk factors of access to specific healthcare services (outpatient visits and diagnostics, drug prescriptions) during the post-acute phase from day-31 to day-365 after SARS-CoV-2 infection, in a healthy population at low risk of severe acute COVID-19. The study made use of previously recorded large-scale healthcare data available in the administrative databases of the two Italian Regions. The statistical analysis made use of methods for competing risks. Risk factors were assessed separately in the two Regions and results were pooled using random effects meta-analysis. RESULTS: There were 35,128 subjects in E-R and 88,881 in Veneto who were included in the data analysis. The outcome (access to selected health services) occurred in a high percentage of subjects in the post-acute phase (25% in E-R and 21% in Veneto). Outpatient care was observed more frequently than drug prescriptions (18% vs. 12% in E-R and 15% vs. 10% in Veneto). Risk factors associated with the outcome were female sex, age greater than 40 years, baseline risk of hospitalization and death, moderate to severe acute COVID-19, and acute extrapulmonary complications. CONCLUSION: The outcome of interest may be considered as a proxy for long-term effects of COVID-19 needing clinical attention. Our data suggest that this outcome occurs in a substantial percentage of cases, even among a previously healthy population with low or mild severity of acute COVID-19. The study results provide useful insights into planning COVID-19-related services. |
format | Online Article Text |
id | pubmed-10582710 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-105827102023-10-19 The incidence and risk factors of selected drug prescriptions and outpatient care after SARS-CoV-2 infection in low-risk subjects: a multicenter population-based cohort study Gagliotti, Carlo Banchelli, Federico De Paoli, Angela Buttazzi, Rossella Narne, Elena Ricchizzi, Enrico Schievano, Elena Bellio, Stefania Pitter, Gisella Tonon, Michele Canziani, Lorenzo Maria Rolli, Maurizia Tacconelli, Evelina Berti, Elena Russo, Francesca Moro, Maria Luisa Front Public Health Public Health BACKGROUND: Knowledge about the dynamics of transmission of SARS-CoV-2 and the clinical aspects of COVID-19 has steadily increased over time, although evidence of the determinants of disease severity and duration is still limited and mainly focused on older adult and fragile populations. METHODS: The present study was conceived and carried out in the Emilia-Romagna (E-R) and Veneto Regions, Italy, within the context of the EU’s Horizon 2020 research project called ORCHESTRA (Connecting European Cohorts to increase common and effective response to SARS-CoV-2 pandemic) (www.orchestra-cohort.eu). The study has a multicenter retrospective population-based cohort design and aimed to investigate the incidence and risk factors of access to specific healthcare services (outpatient visits and diagnostics, drug prescriptions) during the post-acute phase from day-31 to day-365 after SARS-CoV-2 infection, in a healthy population at low risk of severe acute COVID-19. The study made use of previously recorded large-scale healthcare data available in the administrative databases of the two Italian Regions. The statistical analysis made use of methods for competing risks. Risk factors were assessed separately in the two Regions and results were pooled using random effects meta-analysis. RESULTS: There were 35,128 subjects in E-R and 88,881 in Veneto who were included in the data analysis. The outcome (access to selected health services) occurred in a high percentage of subjects in the post-acute phase (25% in E-R and 21% in Veneto). Outpatient care was observed more frequently than drug prescriptions (18% vs. 12% in E-R and 15% vs. 10% in Veneto). Risk factors associated with the outcome were female sex, age greater than 40 years, baseline risk of hospitalization and death, moderate to severe acute COVID-19, and acute extrapulmonary complications. CONCLUSION: The outcome of interest may be considered as a proxy for long-term effects of COVID-19 needing clinical attention. Our data suggest that this outcome occurs in a substantial percentage of cases, even among a previously healthy population with low or mild severity of acute COVID-19. The study results provide useful insights into planning COVID-19-related services. Frontiers Media S.A. 2023-10-04 /pmc/articles/PMC10582710/ /pubmed/37860802 http://dx.doi.org/10.3389/fpubh.2023.1241401 Text en Copyright © 2023 Gagliotti, Banchelli, De Paoli, Buttazzi, Narne, Ricchizzi, Schievano, Bellio, Pitter, Tonon, Canziani, Rolli, Tacconelli, Berti, Russo and Moro. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Gagliotti, Carlo Banchelli, Federico De Paoli, Angela Buttazzi, Rossella Narne, Elena Ricchizzi, Enrico Schievano, Elena Bellio, Stefania Pitter, Gisella Tonon, Michele Canziani, Lorenzo Maria Rolli, Maurizia Tacconelli, Evelina Berti, Elena Russo, Francesca Moro, Maria Luisa The incidence and risk factors of selected drug prescriptions and outpatient care after SARS-CoV-2 infection in low-risk subjects: a multicenter population-based cohort study |
title | The incidence and risk factors of selected drug prescriptions and outpatient care after SARS-CoV-2 infection in low-risk subjects: a multicenter population-based cohort study |
title_full | The incidence and risk factors of selected drug prescriptions and outpatient care after SARS-CoV-2 infection in low-risk subjects: a multicenter population-based cohort study |
title_fullStr | The incidence and risk factors of selected drug prescriptions and outpatient care after SARS-CoV-2 infection in low-risk subjects: a multicenter population-based cohort study |
title_full_unstemmed | The incidence and risk factors of selected drug prescriptions and outpatient care after SARS-CoV-2 infection in low-risk subjects: a multicenter population-based cohort study |
title_short | The incidence and risk factors of selected drug prescriptions and outpatient care after SARS-CoV-2 infection in low-risk subjects: a multicenter population-based cohort study |
title_sort | incidence and risk factors of selected drug prescriptions and outpatient care after sars-cov-2 infection in low-risk subjects: a multicenter population-based cohort study |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10582710/ https://www.ncbi.nlm.nih.gov/pubmed/37860802 http://dx.doi.org/10.3389/fpubh.2023.1241401 |
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