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Wu C, Liu J, Li Y, Qin L, Gu R, Feng J, Xu L, Meng X, Chen J, Chen R, Shi Y, Kan H. Association of residential air pollution and green space with all-cause and cause-specific mortality in individuals with diabetes: an 11-year prospective cohort study. EBioMedicine 2024; 108:105376. [PMID: 39353278 PMCID: PMC11472637 DOI: 10.1016/j.ebiom.2024.105376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Revised: 09/14/2024] [Accepted: 09/17/2024] [Indexed: 10/04/2024] Open
Abstract
BACKGROUND To assess the long-term impact of residential air pollution and green space exposure on cause-specific mortality in individuals with type 2 diabetes mellitus (T2DM). METHODS This study includes 174,063 participants newly diagnosed with T2DM from a prospective cohort in Shanghai, China, enrolled between 2011 and 2013. Residential annual levels of air pollutants, including fine (PM2.5) and coarse (PM2.5-10) particulate matter, nitrogen dioxide (NO2), along with the normalized difference vegetation index (NDVI), were derived from satellite-based exposure models. FINDINGS During a median follow-up of 7.9 years (equivalent to 1,333,343 person-years), this study recorded 22,205 deaths. Higher exposure to PM2.5 was significantly associated with increased risks for all mortality outcomes, whilst PM2.5-10 showed no significant impacts. The strongest associations of PM2.5 were observed for diabetes with peripheral vascular diseases [hazard ratio (HR): 2.70; per 10 μg/m3 increase] and gastrointestinal cancer (2.44). Effects of NO2 became significant at concentrations exceeding approximately 45 μg/m³, with the highest associations for lung cancer (1.20) and gastrointestinal cancer (1.19). Conversely, each interquartile range increase in NDVI (0.10) was linked to reduced mortality risks across different causes, with HRs ranging from 0.76 to 1.00. The association between greenness and mortality was partly and significantly mediated by reduced PM2.5 (23.80%) and NO2 (26.60%). There was a significant and negative interaction between NO2 and greenness, but no interaction was found between PM2.5 and greenness. INTERPRETATION Our findings highlight the vulnerability of individuals with T2DM to the adverse health effects of air pollution and emphasise the potential protective effects of greenness infrastructure. FUNDING The 6th Three-year Action Program of Shanghai Municipality for Strengthening the Construction of Public Health System (GWVI-11.1-22), the National Key Research and Development Program (2022YFC3702701), and the National Natural Science Foundation of China (82030103, 82373532).
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Affiliation(s)
- Chunfeng Wu
- School of Public Health, Key Lab of Public Health Safety of the Ministry of Education and NHC Key Lab of Health Technology Assessment, Fudan University, Shanghai 200032, China; Division of Integrated Management, Shanghai Municipal Center for Disease Control and Prevention, Shanghai, 200336, China
| | - Jiangdong Liu
- School of Public Health, Key Lab of Public Health Safety of the Ministry of Education and NHC Key Lab of Health Technology Assessment, Fudan University, Shanghai 200032, China
| | - Yanyun Li
- Division of Chronic Non-Communicable Disease and Injury, Shanghai Municipal Center for Disease Control and Prevention, Shanghai 200336, China
| | - Luxin Qin
- Division of Integrated Management, Shanghai Municipal Center for Disease Control and Prevention, Shanghai, 200336, China
| | - Ruilong Gu
- Division of Integrated Management, Shanghai Municipal Center for Disease Control and Prevention, Shanghai, 200336, China
| | - Jiachen Feng
- Division of Chronic Non-Communicable Disease and Injury, Shanghai Municipal Center for Disease Control and Prevention, Shanghai 200336, China
| | - Lulu Xu
- Division of Chronic Non-Communicable Disease and Injury, Shanghai Municipal Center for Disease Control and Prevention, Shanghai 200336, China
| | - Xia Meng
- School of Public Health, Key Lab of Public Health Safety of the Ministry of Education and NHC Key Lab of Health Technology Assessment, Fudan University, Shanghai 200032, China
| | - Jiaxin Chen
- School of Public Health, Key Lab of Public Health Safety of the Ministry of Education and NHC Key Lab of Health Technology Assessment, Fudan University, Shanghai 200032, China
| | - Renjie Chen
- School of Public Health, Key Lab of Public Health Safety of the Ministry of Education and NHC Key Lab of Health Technology Assessment, Fudan University, Shanghai 200032, China.
| | - Yan Shi
- Division of Chronic Non-Communicable Disease and Injury, Shanghai Municipal Center for Disease Control and Prevention, Shanghai 200336, China.
| | - Haidong Kan
- School of Public Health, Key Lab of Public Health Safety of the Ministry of Education and NHC Key Lab of Health Technology Assessment, Fudan University, Shanghai 200032, China; Children's Hospital of Fudan University, National Children's Medical Center, Shanghai 201102, China.
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Wang F, Li T, Han Q, Li W, Xu H, Lin S, Zeng X. Associations of tooth loss with risk of all-cause and cause-specific mortality among US adults with diabetes mellitus. J Dent 2024; 149:105304. [PMID: 39159741 DOI: 10.1016/j.jdent.2024.105304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 08/04/2024] [Accepted: 08/08/2024] [Indexed: 08/21/2024] Open
Abstract
OBJECTIVES To determine whether tooth loss affects all-cause and cause-specific mortality in a nationally representative sample of adults with diabetes mellitus (DM) in the United States. METHODS This prospective cohort study involved 8207 participants aged 30 years or older at baseline, all diagnosed with diabetes mellitus and enrolled in the National Health and Nutrition Examination Survey (NHANES) from 1999 to 2018. Tooth loss was stratified into 28 teeth (complete), 20-27 teeth (tooth loss), 9-19 teeth (lacking functional), 1-8 teeth (severe tooth loss) and edentulism. To estimate hazard ratios (HRs) and 95 % confidence intervals (CIs) for all-cause and specific-cause mortality in diabetes mellitus participants according to tooth loss, multivariate cox proportional hazards regression models were used. Relationships between mortality and quartiles of mean tooth loss levels were analyzed, with the lowest quartile as the baseline for comparisons. RESULTS During a median of 6.92 years of follow-up, 2317 deaths were documented. After multivariate adjustments, higher tooth loss levels were significantly and non-linearly associated with higher risks of all-cause, CVD-related and DM-related mortality among participants with DM. When compared with the reference group of mean tooth loss levels, the highest quartile showed significantly increased risks: all-cause mortality (HR, 2.11; 95 % CI, 1.53-2.91, P-trend < 0.001), CVD-related mortality (HR, 3.24, 95 % CI, 1.54-6.85, P-trend < 0.001) and DM-related mortality (HR, 2.78, 95 % CI, 1.15-6.68, P-trend < 0.001). CONCLUSIONS Tooth loss is associated with an increased risk of all-cause, CVD-related and diabetes mellitus mortality among adults with diabetes mellitus in the US. CLINICAL SIGNIFICANCE This study presents evidence for physicians and dentists that higher tooth loss was significantly associated with increased risk of all-cause, CVD-related and diabetes mellitus mortality in a dose-response manner among adults with diabetes mellitus. Therefore, assessment of survival in individuals with diabetes mellitus could pay attention to the tooth loss.
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Affiliation(s)
- Fei Wang
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chinese Academy of Medical Sciences Research Unit of Oral Carcinogenesis and Management, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, PR China
| | - Tian Li
- Department of Prosthodontics, School of Stomatology, China Medical University, Shenyang, Liaoning, PR China
| | - Qi Han
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chinese Academy of Medical Sciences Research Unit of Oral Carcinogenesis and Management, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, PR China
| | - Weiqi Li
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chinese Academy of Medical Sciences Research Unit of Oral Carcinogenesis and Management, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, PR China
| | - Hao Xu
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chinese Academy of Medical Sciences Research Unit of Oral Carcinogenesis and Management, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, PR China
| | - Shanfeng Lin
- Department of Oroamxillofacial-Head and Neck Surgery, School of Stomatology, China Medical University, Shenyang, Liaoning, PR China.
| | - Xin Zeng
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chinese Academy of Medical Sciences Research Unit of Oral Carcinogenesis and Management, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, PR China.
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Mone P, Jankauskas SS, Manzi MV, Gambardella J, Coppola A, Kansakar U, Izzo R, Fiorentino G, Lombardi A, Varzideh F, Sorriento D, Trimarco B, Santulli G. Endothelial Extracellular Vesicles Enriched in microRNA-34a Predict New-Onset Diabetes in Coronavirus Disease 2019 (COVID-19) Patients: Novel Insights for Long COVID Metabolic Sequelae. J Pharmacol Exp Ther 2024; 389:34-39. [PMID: 38336381 PMCID: PMC10949163 DOI: 10.1124/jpet.122.001253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2022] [Revised: 01/15/2024] [Accepted: 01/23/2024] [Indexed: 02/12/2024] Open
Abstract
Emerging evidence indicates that the relationship between coronavirus disease 2019 (COVID-19) and diabetes is 2-fold: 1) it is known that the presence of diabetes and other metabolic alterations poses a considerably high risk to develop a severe COVID-19; 2) patients who survived a severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection have an increased risk of developing new-onset diabetes. However, the mechanisms underlying this association are mostly unknown, and there are no reliable biomarkers to predict the development of new-onset diabetes. In the present study, we demonstrate that a specific microRNA (miR-34a) contained in circulating extracellular vesicles released by endothelial cells reliably predicts the risk of developing new-onset diabetes in COVID-19. This association was independent of age, sex, body mass index (BMI), hypertension, dyslipidemia, smoking status, and D-dimer. SIGNIFICANCE STATEMENT: We demonstrate for the first time that a specific microRNA (miR-34a) contained in circulating extracellular vesicles released by endothelial cells is able to reliably predict the risk of developing diabetes after having contracted coronavirus disease 2019 (COVID-19). This association was independent of age, sex, body mass index (BMI), hypertension, dyslipidemia, smoking status, and D-dimer. Our findings are also relevant when considering the emerging importance of post-acute sequelae of COVID-19, with systemic manifestations observed even months after viral negativization (long COVID).
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Affiliation(s)
- Pasquale Mone
- Department of Medicine, Einstein-Sinai Diabetes Research Center, Fleischer Institute for Diabetes and Metabolism, Einstein Institute for Aging Research (P.M., S.S.J., J.G., U.K., A.L., F.V., G.S.) and Department of Molecular Pharmacology, Wilf Family Cardiovascular Research Institute, Einstein Institute for Neuroimmunology and Inflammation (G.S.), Albert Einstein College of Medicine, New York, New York; Department of Advanced Biomedical Sciences, International Translational Research and Medical Education, "Federico II" University, Naples, Italy (M.V.M., J.G., R.I., D.S., B.T., G.S.); Clinica Montevergine, Mercogliano, Avellino (P.M.); and COVID-19 Division, A.O.R.N. Ospedali dei Colli, Naples, Italy (A.C., G.F.)
| | - Stanislovas S Jankauskas
- Department of Medicine, Einstein-Sinai Diabetes Research Center, Fleischer Institute for Diabetes and Metabolism, Einstein Institute for Aging Research (P.M., S.S.J., J.G., U.K., A.L., F.V., G.S.) and Department of Molecular Pharmacology, Wilf Family Cardiovascular Research Institute, Einstein Institute for Neuroimmunology and Inflammation (G.S.), Albert Einstein College of Medicine, New York, New York; Department of Advanced Biomedical Sciences, International Translational Research and Medical Education, "Federico II" University, Naples, Italy (M.V.M., J.G., R.I., D.S., B.T., G.S.); Clinica Montevergine, Mercogliano, Avellino (P.M.); and COVID-19 Division, A.O.R.N. Ospedali dei Colli, Naples, Italy (A.C., G.F.)
| | - Maria Virginia Manzi
- Department of Medicine, Einstein-Sinai Diabetes Research Center, Fleischer Institute for Diabetes and Metabolism, Einstein Institute for Aging Research (P.M., S.S.J., J.G., U.K., A.L., F.V., G.S.) and Department of Molecular Pharmacology, Wilf Family Cardiovascular Research Institute, Einstein Institute for Neuroimmunology and Inflammation (G.S.), Albert Einstein College of Medicine, New York, New York; Department of Advanced Biomedical Sciences, International Translational Research and Medical Education, "Federico II" University, Naples, Italy (M.V.M., J.G., R.I., D.S., B.T., G.S.); Clinica Montevergine, Mercogliano, Avellino (P.M.); and COVID-19 Division, A.O.R.N. Ospedali dei Colli, Naples, Italy (A.C., G.F.)
| | - Jessica Gambardella
- Department of Medicine, Einstein-Sinai Diabetes Research Center, Fleischer Institute for Diabetes and Metabolism, Einstein Institute for Aging Research (P.M., S.S.J., J.G., U.K., A.L., F.V., G.S.) and Department of Molecular Pharmacology, Wilf Family Cardiovascular Research Institute, Einstein Institute for Neuroimmunology and Inflammation (G.S.), Albert Einstein College of Medicine, New York, New York; Department of Advanced Biomedical Sciences, International Translational Research and Medical Education, "Federico II" University, Naples, Italy (M.V.M., J.G., R.I., D.S., B.T., G.S.); Clinica Montevergine, Mercogliano, Avellino (P.M.); and COVID-19 Division, A.O.R.N. Ospedali dei Colli, Naples, Italy (A.C., G.F.)
| | - Antonietta Coppola
- Department of Medicine, Einstein-Sinai Diabetes Research Center, Fleischer Institute for Diabetes and Metabolism, Einstein Institute for Aging Research (P.M., S.S.J., J.G., U.K., A.L., F.V., G.S.) and Department of Molecular Pharmacology, Wilf Family Cardiovascular Research Institute, Einstein Institute for Neuroimmunology and Inflammation (G.S.), Albert Einstein College of Medicine, New York, New York; Department of Advanced Biomedical Sciences, International Translational Research and Medical Education, "Federico II" University, Naples, Italy (M.V.M., J.G., R.I., D.S., B.T., G.S.); Clinica Montevergine, Mercogliano, Avellino (P.M.); and COVID-19 Division, A.O.R.N. Ospedali dei Colli, Naples, Italy (A.C., G.F.)
| | - Urna Kansakar
- Department of Medicine, Einstein-Sinai Diabetes Research Center, Fleischer Institute for Diabetes and Metabolism, Einstein Institute for Aging Research (P.M., S.S.J., J.G., U.K., A.L., F.V., G.S.) and Department of Molecular Pharmacology, Wilf Family Cardiovascular Research Institute, Einstein Institute for Neuroimmunology and Inflammation (G.S.), Albert Einstein College of Medicine, New York, New York; Department of Advanced Biomedical Sciences, International Translational Research and Medical Education, "Federico II" University, Naples, Italy (M.V.M., J.G., R.I., D.S., B.T., G.S.); Clinica Montevergine, Mercogliano, Avellino (P.M.); and COVID-19 Division, A.O.R.N. Ospedali dei Colli, Naples, Italy (A.C., G.F.)
| | - Raffaele Izzo
- Department of Medicine, Einstein-Sinai Diabetes Research Center, Fleischer Institute for Diabetes and Metabolism, Einstein Institute for Aging Research (P.M., S.S.J., J.G., U.K., A.L., F.V., G.S.) and Department of Molecular Pharmacology, Wilf Family Cardiovascular Research Institute, Einstein Institute for Neuroimmunology and Inflammation (G.S.), Albert Einstein College of Medicine, New York, New York; Department of Advanced Biomedical Sciences, International Translational Research and Medical Education, "Federico II" University, Naples, Italy (M.V.M., J.G., R.I., D.S., B.T., G.S.); Clinica Montevergine, Mercogliano, Avellino (P.M.); and COVID-19 Division, A.O.R.N. Ospedali dei Colli, Naples, Italy (A.C., G.F.)
| | - Giuseppe Fiorentino
- Department of Medicine, Einstein-Sinai Diabetes Research Center, Fleischer Institute for Diabetes and Metabolism, Einstein Institute for Aging Research (P.M., S.S.J., J.G., U.K., A.L., F.V., G.S.) and Department of Molecular Pharmacology, Wilf Family Cardiovascular Research Institute, Einstein Institute for Neuroimmunology and Inflammation (G.S.), Albert Einstein College of Medicine, New York, New York; Department of Advanced Biomedical Sciences, International Translational Research and Medical Education, "Federico II" University, Naples, Italy (M.V.M., J.G., R.I., D.S., B.T., G.S.); Clinica Montevergine, Mercogliano, Avellino (P.M.); and COVID-19 Division, A.O.R.N. Ospedali dei Colli, Naples, Italy (A.C., G.F.)
| | - Angela Lombardi
- Department of Medicine, Einstein-Sinai Diabetes Research Center, Fleischer Institute for Diabetes and Metabolism, Einstein Institute for Aging Research (P.M., S.S.J., J.G., U.K., A.L., F.V., G.S.) and Department of Molecular Pharmacology, Wilf Family Cardiovascular Research Institute, Einstein Institute for Neuroimmunology and Inflammation (G.S.), Albert Einstein College of Medicine, New York, New York; Department of Advanced Biomedical Sciences, International Translational Research and Medical Education, "Federico II" University, Naples, Italy (M.V.M., J.G., R.I., D.S., B.T., G.S.); Clinica Montevergine, Mercogliano, Avellino (P.M.); and COVID-19 Division, A.O.R.N. Ospedali dei Colli, Naples, Italy (A.C., G.F.)
| | - Fahimeh Varzideh
- Department of Medicine, Einstein-Sinai Diabetes Research Center, Fleischer Institute for Diabetes and Metabolism, Einstein Institute for Aging Research (P.M., S.S.J., J.G., U.K., A.L., F.V., G.S.) and Department of Molecular Pharmacology, Wilf Family Cardiovascular Research Institute, Einstein Institute for Neuroimmunology and Inflammation (G.S.), Albert Einstein College of Medicine, New York, New York; Department of Advanced Biomedical Sciences, International Translational Research and Medical Education, "Federico II" University, Naples, Italy (M.V.M., J.G., R.I., D.S., B.T., G.S.); Clinica Montevergine, Mercogliano, Avellino (P.M.); and COVID-19 Division, A.O.R.N. Ospedali dei Colli, Naples, Italy (A.C., G.F.)
| | - Daniela Sorriento
- Department of Medicine, Einstein-Sinai Diabetes Research Center, Fleischer Institute for Diabetes and Metabolism, Einstein Institute for Aging Research (P.M., S.S.J., J.G., U.K., A.L., F.V., G.S.) and Department of Molecular Pharmacology, Wilf Family Cardiovascular Research Institute, Einstein Institute for Neuroimmunology and Inflammation (G.S.), Albert Einstein College of Medicine, New York, New York; Department of Advanced Biomedical Sciences, International Translational Research and Medical Education, "Federico II" University, Naples, Italy (M.V.M., J.G., R.I., D.S., B.T., G.S.); Clinica Montevergine, Mercogliano, Avellino (P.M.); and COVID-19 Division, A.O.R.N. Ospedali dei Colli, Naples, Italy (A.C., G.F.)
| | - Bruno Trimarco
- Department of Medicine, Einstein-Sinai Diabetes Research Center, Fleischer Institute for Diabetes and Metabolism, Einstein Institute for Aging Research (P.M., S.S.J., J.G., U.K., A.L., F.V., G.S.) and Department of Molecular Pharmacology, Wilf Family Cardiovascular Research Institute, Einstein Institute for Neuroimmunology and Inflammation (G.S.), Albert Einstein College of Medicine, New York, New York; Department of Advanced Biomedical Sciences, International Translational Research and Medical Education, "Federico II" University, Naples, Italy (M.V.M., J.G., R.I., D.S., B.T., G.S.); Clinica Montevergine, Mercogliano, Avellino (P.M.); and COVID-19 Division, A.O.R.N. Ospedali dei Colli, Naples, Italy (A.C., G.F.)
| | - Gaetano Santulli
- Department of Medicine, Einstein-Sinai Diabetes Research Center, Fleischer Institute for Diabetes and Metabolism, Einstein Institute for Aging Research (P.M., S.S.J., J.G., U.K., A.L., F.V., G.S.) and Department of Molecular Pharmacology, Wilf Family Cardiovascular Research Institute, Einstein Institute for Neuroimmunology and Inflammation (G.S.), Albert Einstein College of Medicine, New York, New York; Department of Advanced Biomedical Sciences, International Translational Research and Medical Education, "Federico II" University, Naples, Italy (M.V.M., J.G., R.I., D.S., B.T., G.S.); Clinica Montevergine, Mercogliano, Avellino (P.M.); and COVID-19 Division, A.O.R.N. Ospedali dei Colli, Naples, Italy (A.C., G.F.)
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7
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Alawadi F, Bashier A, Bin Hussain AA, Al-Hashmi N, Bachet FAT, Hassanein MMA, Zidan MA, Soued R, Khamis AH, Mukhopadhyay D, Abdul F, Osama A, Sulaiman F, Farooqi MH, Bayoumi RAL. Risk and predictors of severity and mortality in patients with type 2 diabetes and COVID-19 in Dubai. World J Diabetes 2023; 14:1259-1270. [PMID: 37664471 PMCID: PMC10473944 DOI: 10.4239/wjd.v14.i8.1259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 05/25/2023] [Accepted: 06/19/2023] [Indexed: 08/11/2023] Open
Abstract
BACKGROUND Globally, patients with diabetes suffer from increased disease severity and mortality due to coronavirus disease 2019 (COVID-19). Old age, high body mass index (BMI), comorbidities, and complications of diabetes are recognized as major risk factors for infection severity and mortality. AIM To investigate the risk and predictors of higher severity and mortality among in-hospital patients with COVID-19 and type 2 diabetes (T2D) during the first wave of the pandemic in Dubai (March-September 2020). METHODS In this cross-sectional nested case-control study, a total of 1083 patients with COVID-19 were recruited. This study included 890 men and 193 women. Of these, 427 had T2D and 656 were non-diabetic. The clinical, radiographic, and laboratory data of the patients with and without T2D were compared. Independent predictors of mortality in COVID-19 non-survivors were identified in patients with and without T2D. RESULTS T2D patients with COVID-19 were older and had higher BMI than those without T2D. They had higher rates of comorbidities such as hypertension, ischemic heart disease, heart failure, and more life-threatening complications. All laboratory parameters of disease severity were significantly higher than in those without T2D. Therefore, these patients had a longer hospital stay and a significantly higher mortality rate. They died from COVID-19 at a rate three times higher than patients without. Most laboratory and radiographic severity indices in non-survivors were high in patients with and without T2D. In the univariate analysis of the predictors of mortality among all COVID-19 non-survivors, significant associations were identified with old age, increased white blood cell count, lym-phopenia, and elevated serum troponin levels. In multivariate analysis, only lymphopenia was identified as an independent predictor of mortality among T2D non-survivors. CONCLUSION Patients with COVID-19 and T2D were older with higher BMI, more comorbidities, higher disease severity indices, more severe proinflammatory state with cardiac involvement, and died from COVID-19 at three times the rate of patients without T2D. The identified mortality predictors will help healthcare workers prioritize the management of patients with COVID-19.
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Affiliation(s)
- Fatheya Alawadi
- Department of Endocrinology, Dubai Academic Health Corporation, Dubai, United Arab Emirates
| | - Alaaeldin Bashier
- Department of Endocrinology, Dubai Academic Health Corporation, Dubai, United Arab Emirates
| | | | - Nada Al-Hashmi
- Department of Endocrinology, Dubai Academic Health Corporation, Dubai, United Arab Emirates
| | - Fawzi Al Tayb Bachet
- Department of Endocrinology, Dubai Academic Health Corporation, Dubai, United Arab Emirates
| | | | - Marwan Abdelrahim Zidan
- Department of Medical Education and Research, Dubai Academic Health Corporation, Dubai, United Arab Emirates
| | - Rania Soued
- Department of Radiology, Mediclinic City Hospital, Dubai, United Arab Emirates
| | - Amar Hassan Khamis
- College of Medicine, Mohamed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Debasmita Mukhopadhyay
- College of Medicine, Mohamed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Fatima Abdul
- College of Medicine, Mohamed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Aya Osama
- College of Medicine, Mohamed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Fatima Sulaiman
- College of Medicine, Mohamed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | | | - Riad Abdel Latif Bayoumi
- Basic Medical Sciences, College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
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