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Excess hospitalizations and mortality associated with seasonal influenza in Portugal, 2008–2018
BACKGROUND: Influenza can have a domino effect, triggering severe conditions and leading to hospitalization or even death. Since influenza testing is not routinely performed, statistical modeling techniques are increasingly being used to estimate annual hospitalizations and deaths associated with in...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9450401/ https://www.ncbi.nlm.nih.gov/pubmed/36071375 http://dx.doi.org/10.1186/s12879-022-07713-8 |
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author | Froes, Filipe Carmo, Mafalda Lopes, Hugo Bizouard, Geoffray Gomes, Catarina Martins, Margarida Bricout, Hélène de Courville, Caroline de Sousa, Jaime Correia Rabaçal, Carlos Raposo, João F. Cordeiro, Carlos Robalo |
author_facet | Froes, Filipe Carmo, Mafalda Lopes, Hugo Bizouard, Geoffray Gomes, Catarina Martins, Margarida Bricout, Hélène de Courville, Caroline de Sousa, Jaime Correia Rabaçal, Carlos Raposo, João F. Cordeiro, Carlos Robalo |
author_sort | Froes, Filipe |
collection | PubMed |
description | BACKGROUND: Influenza can have a domino effect, triggering severe conditions and leading to hospitalization or even death. Since influenza testing is not routinely performed, statistical modeling techniques are increasingly being used to estimate annual hospitalizations and deaths associated with influenza, to overcome the known underestimation from registers coded with influenza-specific diagnosis. The aim of this study was to estimate the clinical and economic burden of severe influenza in Portugal. METHODS: The study comprised ten epidemic seasons (2008/09–2017/18) and used two approaches: (i) a direct method of estimating the seasonal influenza hospitalization incidence, based on the number of National Health Service hospitalizations with influenza-specific International Classification of Diseases (ICD) codes (ICD-9: 487–488; ICD-10: J09-J11), as primary or secondary diagnosis; (ii) an indirect method of estimating excess hospitalizations and deaths using broader groups of ICD codes in time-series models, computed for six age groups and four groups of diagnoses: pneumonia or influenza (ICD-9: 480–488, 517.1; ICD-10: J09–J18), respiratory (ICD-9: 460–519; ICD-10: J00–J99), respiratory or cardiovascular (R&C, ICD-9: 390–459, 460–519; ICD-10: I00–I99, J00–J99), and all-cause. Means are reported excluding the H1N1pdm09 pandemic (2009/10). RESULTS: The mean number of hospitalizations coded as due to influenza per season was 1,207, resulting in 11.6 cases per 100,000 people. The mean direct annual cost of these hospitalizations was €3.9 million, of which 78.6% was generated by patients with comorbidities. Mean annual influenza-associated R&C hospitalizations were estimated at 5356 (min: 456; max: 8776), corresponding to 51.5 cases per 100,000 (95% CI: 40.9–62.0) for all age groups and 199.6 (95% CI: 163.9–235.8) for the population aged ≥ 65 years. The mean direct annual cost of the estimated excess R&C hospitalizations was €15.2 million for all age groups and €12.8 million for the population aged ≥ 65 years. Mean annual influenza-associated all-cause deaths per 100,000 people were estimated at 22.7 for all age groups. CONCLUSIONS: The study findings suggest that there is an under-detection of influenza in the Portuguese population. A high burden of severe influenza remains to be addressed, not only in the elderly population but also in younger people. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12879-022-07713-8. |
format | Online Article Text |
id | pubmed-9450401 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-94504012022-09-08 Excess hospitalizations and mortality associated with seasonal influenza in Portugal, 2008–2018 Froes, Filipe Carmo, Mafalda Lopes, Hugo Bizouard, Geoffray Gomes, Catarina Martins, Margarida Bricout, Hélène de Courville, Caroline de Sousa, Jaime Correia Rabaçal, Carlos Raposo, João F. Cordeiro, Carlos Robalo BMC Infect Dis Research BACKGROUND: Influenza can have a domino effect, triggering severe conditions and leading to hospitalization or even death. Since influenza testing is not routinely performed, statistical modeling techniques are increasingly being used to estimate annual hospitalizations and deaths associated with influenza, to overcome the known underestimation from registers coded with influenza-specific diagnosis. The aim of this study was to estimate the clinical and economic burden of severe influenza in Portugal. METHODS: The study comprised ten epidemic seasons (2008/09–2017/18) and used two approaches: (i) a direct method of estimating the seasonal influenza hospitalization incidence, based on the number of National Health Service hospitalizations with influenza-specific International Classification of Diseases (ICD) codes (ICD-9: 487–488; ICD-10: J09-J11), as primary or secondary diagnosis; (ii) an indirect method of estimating excess hospitalizations and deaths using broader groups of ICD codes in time-series models, computed for six age groups and four groups of diagnoses: pneumonia or influenza (ICD-9: 480–488, 517.1; ICD-10: J09–J18), respiratory (ICD-9: 460–519; ICD-10: J00–J99), respiratory or cardiovascular (R&C, ICD-9: 390–459, 460–519; ICD-10: I00–I99, J00–J99), and all-cause. Means are reported excluding the H1N1pdm09 pandemic (2009/10). RESULTS: The mean number of hospitalizations coded as due to influenza per season was 1,207, resulting in 11.6 cases per 100,000 people. The mean direct annual cost of these hospitalizations was €3.9 million, of which 78.6% was generated by patients with comorbidities. Mean annual influenza-associated R&C hospitalizations were estimated at 5356 (min: 456; max: 8776), corresponding to 51.5 cases per 100,000 (95% CI: 40.9–62.0) for all age groups and 199.6 (95% CI: 163.9–235.8) for the population aged ≥ 65 years. The mean direct annual cost of the estimated excess R&C hospitalizations was €15.2 million for all age groups and €12.8 million for the population aged ≥ 65 years. Mean annual influenza-associated all-cause deaths per 100,000 people were estimated at 22.7 for all age groups. CONCLUSIONS: The study findings suggest that there is an under-detection of influenza in the Portuguese population. A high burden of severe influenza remains to be addressed, not only in the elderly population but also in younger people. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12879-022-07713-8. BioMed Central 2022-09-07 /pmc/articles/PMC9450401/ /pubmed/36071375 http://dx.doi.org/10.1186/s12879-022-07713-8 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Froes, Filipe Carmo, Mafalda Lopes, Hugo Bizouard, Geoffray Gomes, Catarina Martins, Margarida Bricout, Hélène de Courville, Caroline de Sousa, Jaime Correia Rabaçal, Carlos Raposo, João F. Cordeiro, Carlos Robalo Excess hospitalizations and mortality associated with seasonal influenza in Portugal, 2008–2018 |
title | Excess hospitalizations and mortality associated with seasonal influenza in Portugal, 2008–2018 |
title_full | Excess hospitalizations and mortality associated with seasonal influenza in Portugal, 2008–2018 |
title_fullStr | Excess hospitalizations and mortality associated with seasonal influenza in Portugal, 2008–2018 |
title_full_unstemmed | Excess hospitalizations and mortality associated with seasonal influenza in Portugal, 2008–2018 |
title_short | Excess hospitalizations and mortality associated with seasonal influenza in Portugal, 2008–2018 |
title_sort | excess hospitalizations and mortality associated with seasonal influenza in portugal, 2008–2018 |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9450401/ https://www.ncbi.nlm.nih.gov/pubmed/36071375 http://dx.doi.org/10.1186/s12879-022-07713-8 |
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