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Servais T, Laurent F, Roland T, Rossi C, De Groote E, Godart V, Repetto E, Ponchon M, Chasseur P, Crenier L, Van Eeckhoudt S, Yango J, Oriot P, Morisca Gavriliu M, Rouhard S, Deketelaere B, Maiter D, Hermans MP, Yombi JC, Orioli L. Mortality-related risk factors of inpatients with diabetes and COVID-19: A multicenter retrospective study in Belgium. ANNALES D'ENDOCRINOLOGIE 2024; 85:36-43. [PMID: 37574109 DOI: 10.1016/j.ando.2023.08.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 06/01/2023] [Accepted: 08/03/2023] [Indexed: 08/15/2023]
Abstract
BACKGROUND AND AIMS We describe mortality-related risk factors of inpatients with diabetes and coronavirus disease 2019 (COVID-19) in Belgium. METHODS We conducted a multicenter retrospective study from March to May, 2020, in 8 Belgian centers. Data on admission of patients with diabetes and COVID-19 were collected. Survivors were compared to non-survivors to identify prognostic risk factors for in-hospital death using multivariate analysis in both the total population and in the subgroup of patients admitted in the intensive care unit (ICU). RESULTS The study included 375 patients. The mortality rate was 26.4% (99/375) in the total population and 40% (27/67) in the ICU. Multivariate analysis identified older age (HR 1.05 [CI 1.03-1.07], P<0.0001) and male gender (HR 2.01 [1.31-3.07], P=0.0013) as main independent risk factors for in-hospital death in the total population. Metformin (HR 0.51 [0.34-0.78], P=0.0018) and renin-angiotensin-aldosterone system blockers (HR 0.56 [0.36-0.86], P=0.0088) use before admission were independent protective factors. In the ICU, chronic kidney disease (CKD) was identified as an independent risk factor for death (HR 4.96 [2.14-11.5], P<0.001). CONCLUSION In-hospital mortality due to the first wave of COVID-19 pandemic in Belgium was high in patients with diabetes. We found that advanced age and male gender were independent risk factors for in-hospital death. We also showed that metformin use before admission was associated with a significant reduction of COVID-19-related in-hospital mortality. Finally, we showed that CKD is a COVID-19-related mortality risk factor in patients with diabetes admitted in the ICU.
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Affiliation(s)
- Thomas Servais
- Department of Endocrinology and Nutrition, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
| | - France Laurent
- Department of Infectiology, Centre Hospitalier Universitaire Ambroise Paré, Boulevard John Fitzgerald Kennedy 2, 7000 Mons, Belgium
| | - Thomas Roland
- Department of Infectiology, Centre Hospitalier Universitaire Ambroise Paré, Boulevard John Fitzgerald Kennedy 2, 7000 Mons, Belgium
| | - Camelia Rossi
- Department of Infectiology, Centre Hospitalier Universitaire Ambroise Paré, Boulevard John Fitzgerald Kennedy 2, 7000 Mons, Belgium
| | - Elodie De Groote
- Department of Infectiology, Hôpital de Jolimont, Rue Ferrer 159, 7100 Haine-Saint-Paul, Belgium
| | - Valérie Godart
- Department of Endocrinology-Diabetology, Hôpital de Jolimont, Rue Ferrer 159, 7100 Haine-Saint-Paul, Belgium
| | - Ernestina Repetto
- Department of Infectiology, Clinique Saint-Jean, Boulevard du Jardin Botanique 32, 1000 Brussels, Belgium
| | - Michel Ponchon
- Department of Endocrinology-Diabetology, Clinique Saint-Jean, Boulevard du Jardin Botanique 32, 1000 Brussels, Belgium
| | - Pascale Chasseur
- Department of Endocrinology, Hôpital Erasme, Cliniques Universiraires de Bruxelles, Route de Lennik 808, 1070 Brussels, Belgium
| | - Laurent Crenier
- Department of Endocrinology, Hôpital Erasme, Cliniques Universiraires de Bruxelles, Route de Lennik 808, 1070 Brussels, Belgium
| | - Sandrine Van Eeckhoudt
- Department of Internal Medicine and Infectious Diseases, Clinique Saint-Luc Bouge, Rue Saint-Luc 8, 5004 Namur, Belgium
| | - John Yango
- Department of Endocrinology-Diabetology, Clinique Saint-Luc Bouge, Rue Saint-Luc 8, 5004 Namur, Belgium
| | - Philippe Oriot
- Department of Diabetology, Centre Hospitalier de Mouscron, Avenue de Fécamp 49, 7700 Mouscron, Belgium
| | - Mirela Morisca Gavriliu
- Department of Diabetology, Centre Hospitalier de Mouscron, Avenue de Fécamp 49, 7700 Mouscron, Belgium
| | - Stéphanie Rouhard
- Department of Endocrinology-Diabetology, Centre Hospitalier Régional de Huy, Rue Delloye Matthieu 2, 4500 Huy, Belgium
| | - Benjamin Deketelaere
- Institute of Statistics, Biostatistics and Actuarial Sciences, Université Catholique de Louvain, Rue des Wallons 6, 1348 Ottignies-Louvain-La-Neuve, Belgium
| | - Dominique Maiter
- Department of Endocrinology and Nutrition, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
| | - Michel Paul Hermans
- Department of Endocrinology and Nutrition, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
| | - Jean Cyr Yombi
- Department of Internal Medicine and Infectious Diseases, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
| | - Laura Orioli
- Department of Endocrinology and Nutrition, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium; Endocrinology, Diabetology and Nutrition, Institute of Clinical and Experimental Research, Université Catholique de Louvain, Avenue Hippocrate 55, 1200 Brussels, Belgium.
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Kliim-Hansen V, Johansson KS, Gasbjerg LS, Jimenez-Solem E, Petersen TS, Nyeland ME, Winther-Jensen M, Ankarfeldt MZ, Pedersen MG, Ellegaard AM, Knop FK, Christensen MB. The impact of type 2 diabetes and glycaemic control on mortality and clinical outcomes in hospitalized patients with COVID-19 in the capital region of Denmark. Diabetes Obes Metab 2024; 26:160-168. [PMID: 37799010 DOI: 10.1111/dom.15302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 09/05/2023] [Accepted: 09/18/2023] [Indexed: 10/07/2023]
Abstract
AIM To explore the impact of type 2 diabetes (T2D), glycaemic control and use of glucose-lowering medication on clinical outcomes in hospitalized patients with COVID-19. MATERIALS AND METHODS For all patients admitted to a hospital in the Capital Region of Denmark (1 March 2020 to 1 December 2021) with confirmed COVID-19, we extracted data on mortality, admission to intensive care unit (ICU), demographics, comorbidities, medication use and laboratory tests from the electronic health record system. We compared patients with T2D to patients without diabetes using Cox proportional hazards models adjusted for available confounding variables. Outcomes were 30-day mortality and admission to an ICU. For patients with T2D, we also analysed the association of baseline haemoglobin A1c (HbA1c) levels and use of specific glucose-lowering medications with the outcomes. RESULTS In total, 4430 patients were analysed, 1236 with T2D and 2194 without diabetes. The overall 30-day mortality was 19% (n = 850) and 10% (n = 421) were admitted to an ICU. Crude analyses showed that patients with T2D both had increased mortality [hazard ratio (HR) 1.37; 95% CI 1.19-1.58] and increased risk of ICU admission (HR 1.28; 95% CI 1.04-1.57). When adjusted for available confounders, this discrepancy was attenuated for both mortality (adjusted HR 1.13; 95% CI 0.95-1.33) and risk of ICU admission (adjusted HR 1.01; 95% CI 0.79-1.29). Neither baseline haemoglobin A1c nor specific glucose-lowering medication use were significantly associated with the outcomes. CONCLUSION Among those hospitalized for COVID-19, patients with T2D did not have a higher risk of death and ICU admission, when adjusting for confounders.
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Affiliation(s)
- Vivian Kliim-Hansen
- Center for Clinical Metabolic Research, Copenhagen University Hospital-Herlev and Gentofte, Hellerup, Denmark
| | - Karl S Johansson
- Department of Clinical Pharmacology, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Laerke S Gasbjerg
- Center for Clinical Metabolic Research, Copenhagen University Hospital-Herlev and Gentofte, Hellerup, Denmark
- Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Espen Jimenez-Solem
- Department of Clinical Pharmacology, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Copenhagen, Denmark
- Steno Diabetes Center Copenhagen, Herlev, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Copenhagen Phase IV Unit, Department of Clinical Pharmacology and Center for Clinical Research and Prevention, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Tonny S Petersen
- Department of Clinical Pharmacology, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Martin E Nyeland
- Department of Clinical Pharmacology, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Copenhagen, Denmark
- Steno Diabetes Center Copenhagen, Herlev, Denmark
| | - Matilde Winther-Jensen
- Department of Data, Biostatistics and Pharmacoepidemiology, Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark
| | - Mikkel Zöllner Ankarfeldt
- Copenhagen Phase IV Unit, Department of Clinical Pharmacology and Center for Clinical Research and Prevention, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Miriam G Pedersen
- Center for Clinical Metabolic Research, Copenhagen University Hospital-Herlev and Gentofte, Hellerup, Denmark
| | - Anne-Marie Ellegaard
- Center for Clinical Metabolic Research, Copenhagen University Hospital-Herlev and Gentofte, Hellerup, Denmark
| | - Filip K Knop
- Center for Clinical Metabolic Research, Copenhagen University Hospital-Herlev and Gentofte, Hellerup, Denmark
- Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Steno Diabetes Center Copenhagen, Herlev, Denmark
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Mikkel B Christensen
- Center for Clinical Metabolic Research, Copenhagen University Hospital-Herlev and Gentofte, Hellerup, Denmark
- Department of Clinical Pharmacology, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Copenhagen Centre for Translational Research, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Copenhagen, Denmark
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Schlesinger S, Lang A, Christodoulou N, Linnerz P, Pafili K, Kuss O, Herder C, Neuenschwander M, Barbaresko J, Roden M. Risk phenotypes of diabetes and association with COVID-19 severity and death: an update of a living systematic review and meta-analysis. Diabetologia 2023; 66:1395-1412. [PMID: 37204441 PMCID: PMC10198038 DOI: 10.1007/s00125-023-05928-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 03/16/2023] [Indexed: 05/20/2023]
Abstract
AIMS/HYPOTHESIS To provide a systematic overview of the current body of evidence on high-risk phenotypes of diabetes associated with COVID-19 severity and death. METHODS This is the first update of our recently published living systematic review and meta-analysis. Observational studies investigating phenotypes in individuals with diabetes and confirmed SARS-CoV-2 infection with regard to COVID-19-related death and severity were included. The literature search was conducted from inception up to 14 February 2022 in PubMed, Epistemonikos, Web of Science and the COVID-19 Research Database and updated using PubMed alert to 1 December 2022. A random-effects meta-analysis was used to calculate summary relative risks (SRRs) with 95% CIs. The risk of bias was evaluated using the Quality in Prognosis Studies (QUIPS) tool and the certainty of evidence using the GRADE approach. RESULTS A total of 169 articles (147 new studies) based on approximately 900,000 individuals were included. We conducted 177 meta-analyses (83 on COVID-19-related death and 94 on COVID-19 severity). Certainty of evidence was strengthened for associations between male sex, older age, blood glucose level at admission, chronic insulin use, chronic metformin use (inversely) and pre-existing comorbidities (CVD, chronic kidney disease, chronic obstructive pulmonary disease) and COVID-19-related death. New evidence with moderate to high certainty emerged for the association between obesity (SRR [95% CI] 1.18 [1.04, 1.34], n=21 studies), HbA1c (53-75 mmol/mol [7-9%]: 1.18 [1.06, 1.32], n=8), chronic glucagon-like peptide-1 receptor agonist use (0.83 [0.71, 0.97], n=9), pre-existing heart failure (1.33 [1.21, 1.47], n=14), pre-existing liver disease (1.40 [1.17, 1.67], n=6), the Charlson index (per 1 unit increase: 1.33 [1.13, 1.57], n=2), high levels of C-reactive protein (per 5 mg/l increase: 1.07 [1.02, 1.12], n=10), aspartate aminotransferase level (per 5 U/l increase: 1.28 [1.06, 1.54], n=5), eGFR (per 10 ml/min per 1.73 m2 increase: 0.80 [0.71, 0.90], n=6), lactate dehydrogenase level (per 10 U/l increase: 1.03 [1.01, 1.04], n=7) and lymphocyte count (per 1×109/l increase: 0.59 [0.40, 0.86], n=6) and COVID-19-related death. Similar associations were observed between risk phenotypes of diabetes and severity of COVID-19, with some new evidence on existing COVID-19 vaccination status (0.32 [0.26, 0.38], n=3), pre-existing hypertension (1.23 [1.14, 1.33], n=49), neuropathy and cancer, and high IL-6 levels. A limitation of this study is that the included studies are observational in nature and residual or unmeasured confounding cannot be ruled out. CONCLUSIONS/INTERPRETATION Individuals with a more severe course of diabetes and pre-existing comorbidities had a poorer prognosis of COVID-19 than individuals with a milder course of the disease. REGISTRATION PROSPERO registration no. CRD42020193692. PREVIOUS VERSION This is a living systematic review and meta-analysis. The previous version can be found at https://link.springer.com/article/10.1007/s00125-021-05458-8 FUNDING: The German Diabetes Center (DDZ) is funded by the German Federal Ministry of Health and the Ministry of Culture and Science of the State North Rhine-Westphalia. This study was supported in part by a grant from the German Federal Ministry of Education and Research to the German Center for Diabetes Research (DZD).
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Affiliation(s)
- Sabrina Schlesinger
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
- German Center for Diabetes Research (DZD), Partner Düsseldorf, München-Neuherberg, Germany.
| | - Alexander Lang
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Nikoletta Christodoulou
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Philipp Linnerz
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Kalliopi Pafili
- German Center for Diabetes Research (DZD), Partner Düsseldorf, München-Neuherberg, Germany
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Oliver Kuss
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), Partner Düsseldorf, München-Neuherberg, Germany
- Centre for Health and Society, Faculty of Medicine, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Christian Herder
- German Center for Diabetes Research (DZD), Partner Düsseldorf, München-Neuherberg, Germany
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Manuela Neuenschwander
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), Partner Düsseldorf, München-Neuherberg, Germany
| | - Janett Barbaresko
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Michael Roden
- German Center for Diabetes Research (DZD), Partner Düsseldorf, München-Neuherberg, Germany
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
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Barkhordarian M, Behbood A, Ranjbar M, Rahimian Z, Prasad A. Overview of the cardio-metabolic impact of the COVID-19 pandemic. Endocrine 2023; 80:477-490. [PMID: 37103684 PMCID: PMC10133915 DOI: 10.1007/s12020-023-03337-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 02/21/2023] [Indexed: 04/28/2023]
Abstract
Evidence has shown that cardiometabolic disorders (CMDs) are amongst the top contributors to COVID-19 infection morbidity and mortality. The reciprocal impact of COVID-19 infection and the most common CMDs, the risk factors for poor composite outcome among patients with one or several underlying diseases, the effect of common medical management on CMDs and their safety in the context of acute COVID-19 infection are reviewed. Later on, the changes brought by the COVID-19 pandemic quarantine on the general population's lifestyle (diet, exercise patterns) and metabolic health, acute cardiac complications of different COVID-19 vaccines and the effect of CMDs on the vaccine efficacy are discussed. Our review identified that the incidence of COVID-19 infection is higher among patients with underlying CMDs such as hypertension, diabetes, obesity and cardiovascular disease. Also, CMDs increase the risk of COVID-19 infection progression to severe disease phenotypes (e.g. hospital and/or ICU admission, use of mechanical ventilation). Lifestyle modification during COVID-19 era had a great impact on inducing and worsening of CMDs. Finally, the lower efficacy of COVID-19 vaccines was found in patients with metabolic disease.
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Affiliation(s)
- Maryam Barkhordarian
- Department of Medicine, Division of Cardiology, The University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | - Arezoo Behbood
- MPH department, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Fars, Iran
| | - Maryam Ranjbar
- Student Research Committee, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Fars, Iran
| | - Zahra Rahimian
- Student Research Committee, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Fars, Iran
| | - Anand Prasad
- Division of Cardiology, Department of Medicine, The University of Texas Health Science Center at San Antonio, San Antonio, TX, USA.
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Llauradó G, Vlacho B, Wargny M, Ruan Y, Franch-Nadal J, Domingo P, Gourdy P, Saulnier PJ, Hadjadj S, Wild SH, Rea R, Cariou B, Khunti K, Mauricio D. The association between macrovascular complications and intensive care admission, invasive mechanical ventilation, and mortality in people with diabetes hospitalized for coronavirus disease-2019 (COVID-19). Cardiovasc Diabetol 2022; 21:216. [PMID: 36261811 PMCID: PMC9580453 DOI: 10.1186/s12933-022-01657-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Accepted: 09/24/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND It is not clear whether pre-existing macrovascular complications (ischemic heart disease, stroke or peripheral artery disease) are associated with health outcomes in people with diabetes mellitus hospitalized for COVID-19. METHODS We conducted cohort studies of adults with pre-existing diabetes hospitalized for COVID-19 infection in the UK, France, and Spain during the early phase of the pandemic (between March 2020-October 2020). Logistic regression models adjusted for demographic factors and other comorbidities were used to determine associations between previous macrovascular disease and relevant clinical outcomes: mortality, intensive care unit (ICU) admission and use of invasive mechanical ventilation (IMV) during the hospitalization. Output from individual logistic regression models for each cohort was combined in a meta-analysis. RESULTS Complete data were available for 4,106 (60.4%) individuals. Of these, 1,652 (40.2%) had any prior macrovascular disease of whom 28.5% of patients died. Mortality was higher for people with compared to those without previous macrovascular disease (37.7% vs 22.4%). The combined crude odds ratio (OR) for previous macrovascular disease and mortality for all four cohorts was 2.12 (95% CI 1.83-2.45 with an I2 of 60%, reduced after adjustments for age, sex, type of diabetes, hypertension, microvascular disease, ethnicity, and BMI to adjusted OR 1.53 [95% CI 1.29-1.81]) for the three cohorts. Further analysis revealed that ischemic heart disease and cerebrovascular disease were the main contributors of adverse outcomes. However, proportions of people admitted to ICU (adjOR 0.48 [95% CI 0.31-0.75], I2 60%) and the use of IMV during hospitalization (adjOR 0.52 [95% CI 0.40-0.68], I2 37%) were significantly lower for people with previous macrovascular disease. CONCLUSIONS This large multinational study of people with diabetes mellitus hospitalized for COVID-19 demonstrates that previous macrovascular disease is associated with higher mortality and lower proportions admitted to ICU and treated with IMV during hospitalization suggesting selective admission criteria. Our findings highlight the importance correctly assess the prognosis and intensive monitoring in this high-risk group of patients and emphasize the need to design specific public health programs aimed to prevent SARS-CoV-2 infection in this subgroup.
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Affiliation(s)
- Gemma Llauradó
- Department of Endocrinology and Nutrition, Hospital del Mar, Institut Hospital del Mar d'Investigacions Mèdiques (IMIM), Barcelona, Spain
- Department of Endocrinology and Nutrition, Center for Biomedical Research on Diabetes and Associated Metabolic Diseases (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Barcelona, Spain
| | - Bogdan Vlacho
- DAP_CAT Group, Unitat de Suport a la Recerca Barcelona, Fundació Institut Universitari Per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gorina (IDIAPJGol), Barcelona, Spain
- Institut de Recerca Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Matthieu Wargny
- L'Institut du Thorax, Université de Nantes, CHU Nantes, CNRS, Nantes, Inserm, France
- CHU de Nantes, CIC Inserm 1413, Clinique Des Données, Nantes, France
| | - Yue Ruan
- Oxford Centre for Diabetes, Endocrinology and Metabolism, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
- Oxford NIHR Biomedical Research Centre, Oxford, UK
| | - Josep Franch-Nadal
- Department of Endocrinology and Nutrition, Center for Biomedical Research on Diabetes and Associated Metabolic Diseases (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Barcelona, Spain
- DAP_CAT Group, Unitat de Suport a la Recerca Barcelona, Fundació Institut Universitari Per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gorina (IDIAPJGol), Barcelona, Spain
- Primary Health Care Center Raval Sud, Gerència d'Àmbit d'Atenció Primaria, Institut Català de la Salut, Barcelona, Spain
| | - Pere Domingo
- Infectious Diseases, Hospital de la Santa Creu i Sant Pau and Sant Pau Biomedical Research Institute (IIB Sant Pau), Barcelona, Spain
| | - Pierre Gourdy
- CHU de Toulouse & UMR1297/I2MC, Inserm, Université de Toulouse, Toulouse, France
| | - Pierre-Jean Saulnier
- Centre d'Investigation Clinique CIC 1402, Université de Poitiers, Inserm, CHU de Poitiers, Poitiers, France
| | - Samy Hadjadj
- L'Institut du Thorax, Université de Nantes, CHU Nantes, CNRS, Nantes, Inserm, France
| | - Sarah H Wild
- Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Rustam Rea
- Oxford Centre for Diabetes, Endocrinology and Metabolism, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
- Oxford NIHR Biomedical Research Centre, Oxford, UK
| | - Bertrand Cariou
- L'Institut du Thorax, Université de Nantes, CHU Nantes, CNRS, Nantes, Inserm, France
| | - Kamlesh Khunti
- Diabetes Research Centre, Leicester General Hospital, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Dídac Mauricio
- Department of Endocrinology and Nutrition, Center for Biomedical Research on Diabetes and Associated Metabolic Diseases (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Barcelona, Spain.
- Department of Endocrinology and Nutrition, Hospital de la Santa Creu i Sant Pau and Sant Pau Biomedical Research Institute (IIB Sant Pau), Barcelona, Spain.
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