ArticleThe Lancet regional health. Europe2021
Chronic diseases, health conditions and risk of COVID-19-related hospitalization and in-hospital mortality during the first wave of the epidemic in France: a cohort study of 66 million people.
Article in The Lancet regional health. Europe, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 150 papers, 9 of them syntheses that pooled it.
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Who cites it
150 citing papers in PubMed, 9 syntheses or guidelines pooled it, 242 citations in OpenAlex.
- Value of Emerging and Existing Pre-prophylaxis and Therapeutic Options for COVID-19 in Transplant Recipients: A Systematic Review of Economic Evaluations.PharmacoEconomics - open · 2026Pooled it
- Exit Meta-Analysis on the Effect of HIV on COVID-19 Mortality, Hospitalization, and ICU Admission.Medical sciences (Basel, Switzerland) · 2025Pooled it
- COVID-19-related morbidity and mortality in people with multiple long-term conditions: a systematic review and meta-analysis of over 4 million people.Journal of the Royal Society of Medicine · 2024Pooled it
- Risk of COVID-19 death for people with a pre-existing cancer diagnosis prior to COVID-19-vaccination: A systematic review and meta-analysis.International journal of cancer · 2024Pooled it
- Significant association between HIV infection and increased risk of COVID-19 mortality: a meta-analysis based on adjusted effect estimates.Clinical and experimental medicine · 2023Pooled it
- The Impact of Being Homeless on the Clinical Outcomes of COVID-19: Systematic Review.International journal of public health · 2023Pooled it
- Recent Advance Analysis of Recovery in Hospitalized People with COVID-19: A Systematic Review.International journal of environmental research and public health · 2022Pooled it
- The association between stroke and COVID-19-related mortality: a systematic review and meta-analysis based on adjusted effect estimates.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2022Pooled it
- Pooled it
- Home monitoring by pulse oximetry of primary care patients with COVID-19: a pilot randomised controlled trial.The British journal of general practice : the journal of the Royal College of General Practitioners · 2023Trial
- Impact of diabetes on COVID-19 prognosis beyond comorbidity burden: the CORONADO initiative.Diabetologia · 2022Trial
- Research Using Social Media to Recruit Research Participants Should Proceed With Caution. Comment on "Telemanagement of Home-Isolated COVID-19 Patients Using Oxygen Therapy With Noninvasive Positive Pressure Ventilation and Physical Therapy Techniques: Randomized Clinical Trial".Journal of medical Internet research · 2022Trial
- Real-World Utilization of the Novavax Adjuvanted Recombinant Protein COVID-19 Vaccine in France During the 2022-2024 Period.Vaccines · 2026Article
- Contributions of prior health and vaccination to inequality in COVID-19 mortality by income: analysis of administrative microdata for the non-institutionalized Dutch population.International journal of epidemiology · 2026Article
- Disease burden of viral respiratory infections in people with intellectual disabilities: a scoping review.BMJ open respiratory research · 2026Article
- Maternal RSVpreF Immunisation Against Infant RSV Hospitalisation: Nationwide Population-Based Effectiveness and Durability Study.The Lancet regional health. Europe · 2026Article
- Explaining Racial and Ethnic Inequities in SARS-CoV-2-Related Outcomes: Results from a Serosurvey in Chicago.Journal of racial and ethnic health disparities · 2026Article
- Sleep patterns during the pandemic and covid-related stress: a large-scale study in the general population of Serbia and Republic of Srpska (Bosnia and Herzegovina).Population health metrics · 2026Article
- Real-world use and survival outcomes of sacituzumab govitecan in metastatic triple-negative breast cancer and hormone receptor-positive/HER2-negative metastatic breast cancer.British journal of cancer · 2026Article
- The role of vaccination, underlying health conditions, and working in healthcare in the socioeconomic disparities in COVID-19 hospitalization: a mediation analysis using interventional effect models.BMC infectious diseases · 2026Article
90 more citing papers are in PubMed but not listed here.
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundFrom the beginning of the COVID-19 pandemic, age (most importantly), male gender and various comorbidities were found to be associated with severe forms of COVID-19. However, there was little information provided for an entire country such as France, which was severely affected throughout the epidemic.
methodsIn France, the SNDS, comprising all health insurance reimbursements and benefits, and the PMSI, comprising hospital data, can be used to estimate the risk associated with about fifty diseases or health conditions for hospitalization primarily related to COVID-19 and COVID-19-related deaths. A cohort was constituted comprising all people alive on February 15, 2020. Data were censored at 15 June 2020 for COVID-19-related hospitalization and at 15 July 2020 for death for patients still hospitalized for COVID-19 on 15 June 2020. Cox proportional hazards models were used to estimate hazard ratios (HR) for the associations between each comorbidity (n=47) and the risk of COVID-19-related hospitalization or death. These associations were determined with adjustment for age and gender, and then in models including all variables (adjusted hazard ratios [aHR]).
findingsIn a population of 66,050,090 people, 87,809 people (134 per 100,000) were hospitalized for COVID-19 between February 15, 2020 and June 15, 2020 and a subgroup of 15,661 people (24 per 100,000) died in hospital.A much higher risk was observed with increasing age, reaching a risk of hospitalization for COVID-19 more than five fold higher and a risk of COVID-19-related in-hospital mortality more than 100-fold higher in people aged 85 years and older (absolute risks of 750 and 268 per 100,000, respectively) compared to people aged 40 to 44 years.Men were at higher risk of COVID-19-related hospitalization aHR 1.38 [1.36-1.40]) and COVID-19-related in-hospital mortality (aHR 2.08 [2.01-2.16]) compared to women. Positive associations between social deprivation index and risk of COVID-19 were also observed. Almost all chronic health conditions were positively associated with an increased risk of COVID-19-related hospitalization and in-hospital mortality, with the exception of dyslipidaemia, which was negatively associated. The strongest associations for both COVID-19-related hospitalization and in-hospital mortality were observed in people with Down syndrome (7.0 [6.1-8.1] and 22.9 [17.1-30.7], respectively), mental retardation (3.8 [3.5-4.2] and 7.3 [6.1-8.8], respectively), kidney transplantation (4.6 [4.2-5.0] and 7.1 [6.0-8.4], respectively), lung transplantation (3.5 [2.4-5.3] and 6.2 [2.8-14.0], respectively) end-stage renal disease on dialysis (4.2 [3.9-4.4] and 4.7 [4.2-5.2], respectively) and active lung cancer (2.6 [2.4-2.8] and 4.0 [3.5-4.6], respectively).
interpretationThis national cohort study confirms the associations with most diseases and health conditions in France and provides data on less frequent health conditions, which could be useful particularly to target priority populations during present and future vaccination campaigns.
fundingNone.
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