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Lu Z, Hu Y, Chen X, Ou Q, Liu Y, Xu T, Tu J, Li A, Lin B, Liu Q, Xi T, Wang W, Huang H, Xu D, Chen Z, Wang Z, He H, Shan G. Sex-specific associations between total and regional Fat-to-muscle Mass ratio and cardiometabolic risk: findings from the China National Health Survey. Nutr J 2024; 23:104. [PMID: 39252042 PMCID: PMC11385979 DOI: 10.1186/s12937-024-01007-2] [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: 04/19/2024] [Accepted: 08/28/2024] [Indexed: 09/11/2024] Open
Abstract
BACKGROUND The fat-to-muscle mass ratio (FMR), integrating the antagonistic effects of fat and muscle mass, has been suggested as a valuable indicator to assess cardiometabolic health independent of overall adiposity. However, the specific associations of total and regional FMR with cardiometabolic risk are poorly understood. We aimed to examine sex-specific associations of total and regional FMR with single and clustered cardiometabolic risk factors (CRFs). METHODS 13,505 participants aged 20 years and above were included in the cross-sectional study. Fat mass and muscle mass were assessed using a bioelectrical impedance analysis device. FMR was estimated as fat mass divided by muscle mass in corresponding body parts (whole body, arm, leg, and trunk). Clustered CRFs was defined as the presence of two or more risk factors, including hypertension, elevated blood glucose, dyslipidemia, insulin resistance (IR), and hyperuricemia. IR was assessed by the triglyceride glucose (TyG) index. Multivariable logistic regression models were applied to explore the associations of FMR in the whole body and body parts with single and clustered CRFs. RESULTS The odds ratios (ORs) increased significantly for all single and clustered CRFs with the per quartile increase of total and regional FMR in both sexes (P for trend < 0.001), following adjustment for confounders. Among the regional parts, FMRs of the legs presented the strongest associations for clustered CRFs in both men and women, with adjusted OR of 8.54 (95% confidence interval (CI): 7.12-10.24) and 4.92 (95% CI: 4.24-5.71), respectively. Significant interactions (P for interaction < 0.05) were identified between age and FMRs across different body parts, as well as between BMI status and FMRs in different regions for clustered CRFs. Restricted cubic splines revealed significant non-linear relationships between FMRs of different body parts and clustered CRFs in both sexes (P for nonlinear < 0.05). CONCLUSIONS FMRs in the whole body and different regions were significantly associated with single and clustered CRFs in the general Chinese population. The association between FMR and clustered CRFs was more pronounced in youngers than in the elderly.
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Affiliation(s)
- Zhiming Lu
- Department of Epidemiology and Statistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
- State Key Laboratory of Common Mechanism Research for Major Diseases, Beijing, China
| | - Yaoda Hu
- Department of Epidemiology and Statistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
- State Key Laboratory of Common Mechanism Research for Major Diseases, Beijing, China
| | - Xingming Chen
- Department of Otolaryngology-Head and Neck Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China
| | - Qiong Ou
- Sleep Center, Department of Respiratory and Critical Care Medicine, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Yawen Liu
- Department of Epidemiology and Biostatistics, School of Public Health of Jilin University, Changchun, China
| | - Tan Xu
- Department of Epidemiology, School of Public Health, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, MOE Key Laboratory of Geriatric Diseases and Immunology, Suzhou Medical College of Soochow University, Suzhou, China
| | - Ji Tu
- Department of Epidemiology and Statistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
- State Key Laboratory of Common Mechanism Research for Major Diseases, Beijing, China
| | - Ang Li
- Department of Epidemiology and Statistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
- State Key Laboratory of Common Mechanism Research for Major Diseases, Beijing, China
| | - Binbin Lin
- Department of Epidemiology and Statistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
- State Key Laboratory of Common Mechanism Research for Major Diseases, Beijing, China
| | - Qihang Liu
- Department of Epidemiology and Statistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
- State Key Laboratory of Common Mechanism Research for Major Diseases, Beijing, China
| | - Tianshu Xi
- Department of Epidemiology and Statistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
- State Key Laboratory of Common Mechanism Research for Major Diseases, Beijing, China
| | - Weihao Wang
- Department of Epidemiology and Statistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
- State Key Laboratory of Common Mechanism Research for Major Diseases, Beijing, China
| | - Haibo Huang
- Department of Epidemiology and Statistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
- State Key Laboratory of Common Mechanism Research for Major Diseases, Beijing, China
| | - Da Xu
- Department of Epidemiology and Statistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
- State Key Laboratory of Common Mechanism Research for Major Diseases, Beijing, China
| | - Zhili Chen
- Department of Epidemiology and Statistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
- State Key Laboratory of Common Mechanism Research for Major Diseases, Beijing, China
| | - Zichao Wang
- Department of Epidemiology and Statistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
- State Key Laboratory of Common Mechanism Research for Major Diseases, Beijing, China
| | - Huijing He
- Department of Epidemiology and Statistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China.
- State Key Laboratory of Common Mechanism Research for Major Diseases, Beijing, China.
| | - Guangliang Shan
- Department of Epidemiology and Statistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China.
- State Key Laboratory of Common Mechanism Research for Major Diseases, Beijing, China.
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
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Güdemann LM, Young KG, Thomas NJM, Hopkins R, Challen R, Jones AG, Hattersley AT, Pearson ER, Shields BM, Bowden J, Dennis JM, McGovern AP. Safety and effectiveness of SGLT2 inhibitors in a UK population with type 2 diabetes and aged over 70 years: an instrumental variable approach. Diabetologia 2024; 67:1817-1827. [PMID: 38836934 PMCID: PMC11410842 DOI: 10.1007/s00125-024-06190-9] [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: 01/15/2024] [Accepted: 03/11/2024] [Indexed: 06/06/2024]
Abstract
AIMS/HYPOTHESIS Older adults are under-represented in trials, meaning the benefits and risks of glucose-lowering agents in this age group are unclear. The aim of this study was to assess the safety and effectiveness of sodium-glucose cotransporter 2 inhibitors (SGLT2i) in people with type 2 diabetes aged over 70 years using causal analysis. METHODS Hospital-linked UK primary care data (Clinical Practice Research Datalink, 2013-2020) were used to compare adverse events and effectiveness in individuals initiating SGLT2i compared with dipeptidyl peptidase-4 inhibitors (DPP4i). Analysis was age-stratified: <70 years (SGLT2i n=66,810, DPP4i n=76,172), ≥70 years (SGLT2i n=10,419, DPP4i n=33,434). Outcomes were assessed using the instrumental variable causal inference method and prescriber preference as the instrument. RESULTS Risk of diabetic ketoacidosis was increased with SGLT2i in those aged ≥70 (incidence rate ratio compared with DPP4i: 3.82 [95% CI 1.12, 13.03]), but not in those aged <70 (1.12 [0.41, 3.04]). However, incidence rates with SGLT2i in those ≥70 was low (29.6 [29.5, 29.7]) per 10,000 person-years. SGLT2i were associated with similarly increased risk of genital infection in both age groups (incidence rate ratio in those <70: 2.27 [2.03, 2.53]; ≥70: 2.16 [1.77, 2.63]). There was no evidence of an increased risk of volume depletion, poor micturition control, urinary frequency, falls or amputation with SGLT2i in either age group. In those ≥70, HbA1c reduction was similar between SGLT2i and DPP4i (-0.3 mmol/mol [-1.6, 1.1], -0.02% [0.1, 0.1]), but in those <70, SGLT2i were more effective (-4 mmol/mol [4.8, -3.1], -0.4% [-0.4, -0.3]). CONCLUSIONS/INTERPRETATION Causal analysis suggests SGLT2i are effective in adults aged ≥70 years, but increase risk for genital infections and diabetic ketoacidosis. Our study extends RCT evidence to older adults with type 2 diabetes.
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Affiliation(s)
- Laura M Güdemann
- Institute of Biomedical & Clinical Science, University of Exeter Medical School, Exeter, UK.
| | - Katie G Young
- Institute of Biomedical & Clinical Science, University of Exeter Medical School, Exeter, UK
| | - Nicholas J M Thomas
- Institute of Biomedical & Clinical Science, University of Exeter Medical School, Exeter, UK
| | - Rhian Hopkins
- Institute of Biomedical & Clinical Science, University of Exeter Medical School, Exeter, UK
| | - Robert Challen
- Institute of Biomedical & Clinical Science, University of Exeter Medical School, Exeter, UK
| | - Angus G Jones
- Institute of Biomedical & Clinical Science, University of Exeter Medical School, Exeter, UK
| | - Andrew T Hattersley
- Institute of Biomedical & Clinical Science, University of Exeter Medical School, Exeter, UK
| | - Ewan R Pearson
- Division of Molecular & Clinical Medicine, Ninewells Hospital and Medical School, University of Dundee, Dundee, UK
| | - Beverley M Shields
- Institute of Biomedical & Clinical Science, University of Exeter Medical School, Exeter, UK
| | - Jack Bowden
- Institute of Biomedical & Clinical Science, University of Exeter Medical School, Exeter, UK
| | - John M Dennis
- Institute of Biomedical & Clinical Science, University of Exeter Medical School, Exeter, UK
| | - Andrew P McGovern
- Institute of Biomedical & Clinical Science, University of Exeter Medical School, Exeter, UK
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Montesanto A, Lagani V, Spazzafumo L, Tortato E, Rosati S, Corsonello A, Soraci L, Sabbatinelli J, Cherubini A, Conte M, Capri M, Capalbo M, Lattanzio F, Olivieri F, Bonfigli AR. Physical performance strongly predicts all-cause mortality risk in a real-world population of older diabetic patients: machine learning approach for mortality risk stratification. Front Endocrinol (Lausanne) 2024; 15:1359482. [PMID: 38745954 PMCID: PMC11091327 DOI: 10.3389/fendo.2024.1359482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 04/12/2024] [Indexed: 05/16/2024] Open
Abstract
Background Prognostic risk stratification in older adults with type 2 diabetes (T2D) is important for guiding decisions concerning advance care planning. Materials and methods A retrospective longitudinal study was conducted in a real-world sample of older diabetic patients afferent to the outpatient facilities of the Diabetology Unit of the IRCCS INRCA Hospital of Ancona (Italy). A total of 1,001 T2D patients aged more than 70 years were consecutively evaluated by a multidimensional geriatric assessment, including physical performance evaluated using the Short Physical Performance Battery (SPPB). The mortality was assessed during a 5-year follow-up. We used the automatic machine-learning (AutoML) JADBio platform to identify parsimonious mathematical models for risk stratification. Results Of 977 subjects included in the T2D cohort, the mean age was 76.5 (SD: 4.5) years and 454 (46.5%) were men. The mean follow-up time was 53.3 (SD:15.8) months, and 209 (21.4%) patients died by the end of the follow-up. The JADBio AutoML final model included age, sex, SPPB, chronic kidney disease, myocardial ischemia, peripheral artery disease, neuropathy, and myocardial infarction. The bootstrap-corrected concordance index (c-index) for the final model was 0.726 (95% CI: 0.687-0.763) with SPPB ranked as the most important predictor. Based on the penalized Cox regression model, the risk of death per unit of time for a subject with an SPPB score lower than five points was 3.35 times that for a subject with a score higher than eight points (P-value <0.001). Conclusion Assessment of physical performance needs to be implemented in clinical practice for risk stratification of T2D older patients.
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Affiliation(s)
- Alberto Montesanto
- Department of Biology, Ecology and Earth Sciences, University of Calabria, Rende, Italy
| | - Vincenzo Lagani
- Biological and Environmental Sciences and Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
- SDAIA-KAUST Center of Excellence in Data Science and Artificial Intelligence, Thuwal, Saudi Arabia
- Institute of Chemical Biology, Ilia State University, Tbilisi, Georgia
| | | | | | | | - Andrea Corsonello
- Unit of Geriatric Medicine, IRCCS INRCA, Cosenza, Italy
- Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, Rende, Italy
| | - Luca Soraci
- Unit of Geriatric Medicine, IRCCS INRCA, Cosenza, Italy
| | - Jacopo Sabbatinelli
- Department of Clinical and Molecular Sciences, Università Politecnica delle Marche, Ancona, Italy
- Laboratory Medicine Unit, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy
| | - Antonio Cherubini
- Geriatria, Accettazione geriatrica e Centro di ricerca per l’invecchiamento, IRCCS INRCA, Ancona, Italy
| | - Maria Conte
- Department of Medical and Surgical Science, University of Bologna, Bologna, Italy
| | - Miriam Capri
- Department of Medical and Surgical Science, University of Bologna, Bologna, Italy
| | | | | | - Fabiola Olivieri
- Department of Clinical and Molecular Sciences, Università Politecnica delle Marche, Ancona, Italy
- Clinic of Laboratory and Precision Medicine, IRCCS INRCA, Ancona, Italy
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Wu S, Wu Z, Yu D, Chen S, Wang A, Wang A, Gao X. Life's Essential 8 and Risk of Stroke: A Prospective Community-Based Study. Stroke 2023; 54:2369-2379. [PMID: 37466001 DOI: 10.1161/strokeaha.123.042525] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2023] [Accepted: 06/22/2023] [Indexed: 07/20/2023]
Abstract
BACKGROUND Data are lacking regarding cardiovascular health (CVH) with Life's Essential 8 approach and future stroke risk. We sought to elucidate whether the CVH score constructed by the Life's Essential 8 metrics predicted stroke risk in 2 Chinese ongoing cohorts. METHODS This included 41 043 participants of the Kailuan I study and 27 842 participants of the Kailuan II study who were free of cardiovascular disease or cancer in 2014. CVH score (ranged from 0 to 100) was assessed using the Life's Essential 8 metrics (body mass index, cigarette smoking, diet quality, physical activity, sleep health, lipid, blood glucose, and blood pressure). A composite of incident stroke events (ischemic stroke and hemorrhagic stroke) was identified via review of medical records. The follow-up period was calculated from the finishing date of the 2014 survey to either the date of stroke occurrence, death, loss to follow-up, or the end of follow-up (December 31, 2020). We also examined the longitudinal association between the CVH score and arterial stiffness status, as assessed by brachial-ankle pulse wave velocity, in 25 922 participants free of cardiovascular disease during the follow-up. We performed a meta-analysis to assess the association between CVH, based on the 2010 American Heart Association recommendation, and stroke integrating the results of current study and previous studies. RESULTS During a median follow-up of 5.65 years (interquartile range, 5.20-6.09), a total of 1750 incident stroke events were identified in the pooled Kailuan study. The pooled hazard ratios were 0.33 (95% CI, 0.20-0.54) for ideal versus poor health category of CVH (Ptrend<0.0001). Higher CVH scores were also associated with lower brachial-ankle pulse wave velocity values at baseline and slower increments of brachial-ankle pulse wave velocity during follow-up (Ptrend≤0.001 for both). Arterial stiffness mediated 9.07% (95% CI, 5.83%-15.0%) of the total association between CVH and incident stroke. The pooled hazard ratio comparing 2 extreme CVH categories for stroke was 0.45 (95% CI, 0.35-0.59) when including 10 published studies and the current study. CONCLUSIONS The CVH score as assessed by the Life's Essential 8 metrics significantly predicted future stroke risk and arterial stiffness status.
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Affiliation(s)
- Shouling Wu
- Department of Cardiology, Kailuan General Hospital, Tangshan, People's Republic of China (S.W., S.C.)
| | - Zhijun Wu
- Department of Cardiovascular Medicine, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, People's Republic of China (Z.W.)
| | - Dongmei Yu
- National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, Beijing, People's Republic of China (D.Y.)
| | - Shuohua Chen
- Department of Cardiology, Kailuan General Hospital, Tangshan, People's Republic of China (S.W., S.C.)
| | - Aitian Wang
- Department of Intensive Medicine, Kailuan General Hospital, Tangshan, People's Republic of China (Aitian W.)
| | - Anxin Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China (Anxin W.)
| | - Xiang Gao
- Department of Nutrition and Food Hygiene, School of Public Health, Institute of Nutrition, Fudan University, Shanghai, People's Republic of China (X.G.)
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Kasim S, Malek S, Cheen S, Safiruz MS, Ahmad WAW, Ibrahim KS, Aziz F, Negishi K, Ibrahim N. In-hospital risk stratification algorithm of Asian elderly patients. Sci Rep 2022; 12:17592. [PMID: 36266376 PMCID: PMC9584943 DOI: 10.1038/s41598-022-18839-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 08/22/2022] [Indexed: 01/13/2023] Open
Abstract
Limited research has been conducted in Asian elderly patients (aged 65 years and above) for in-hospital mortality prediction after an ST-segment elevation myocardial infarction (STEMI) using Deep Learning (DL) and Machine Learning (ML). We used DL and ML to predict in-hospital mortality in Asian elderly STEMI patients and compared it to a conventional risk score for myocardial infraction outcomes. Malaysia's National Cardiovascular Disease Registry comprises an ethnically diverse Asian elderly population (3991 patients). 50 variables helped in establishing the in-hospital death prediction model. The TIMI score was used to predict mortality using DL and feature selection methods from ML algorithms. The main performance metric was the area under the receiver operating characteristic curve (AUC). The DL and ML model constructed using ML feature selection outperforms the conventional risk scoring score, TIMI (AUC 0.75). DL built from ML features (AUC ranging from 0.93 to 0.95) outscored DL built from all features (AUC 0.93). The TIMI score underestimates mortality in the elderly. TIMI predicts 18.4% higher mortality than the DL algorithm (44.7%). All ML feature selection algorithms identify age, fasting blood glucose, heart rate, Killip class, oral hypoglycemic agent, systolic blood pressure, and total cholesterol as common predictors of mortality in the elderly. In a multi-ethnic population, DL outperformed the TIMI risk score in classifying elderly STEMI patients. ML improves death prediction by identifying separate characteristics in older Asian populations. Continuous testing and validation will improve future risk classification, management, and results.
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Affiliation(s)
- Sazzli Kasim
- grid.412259.90000 0001 2161 1343Cardiology Department, Faculty of Medicine, Universiti Teknologi MARA (UiTM), Shah Alam, Malaysia ,grid.412259.90000 0001 2161 1343Cardiac Vascular and Lung Research Institute, Universiti Teknologi MARA (UiTM), Shah Alam, Malaysia ,National Heart Association of Malaysia, Heart House, Kuala Lumpur, Malaysia ,grid.412259.90000 0001 2161 1343Faculty of Medicine, Universiti Teknologi MARA (UiTM), Sungai Buloh Campus, Sungai Buloh, Malaysia
| | - Sorayya Malek
- grid.10347.310000 0001 2308 5949Bioinformatics Division, Institute of Biological Sciences, Faculty of Science, University of Malaya, Kuala Lumpur, Malaysia
| | - Song Cheen
- grid.10347.310000 0001 2308 5949Bioinformatics Division, Institute of Biological Sciences, Faculty of Science, University of Malaya, Kuala Lumpur, Malaysia
| | - Muhammad Shahreeza Safiruz
- grid.10347.310000 0001 2308 5949Department of Artificial Intelligence, Faculty of Computer Science and Information Technology, University of Malaya, Kuala Lumpur, Malaysia
| | - Wan Azman Wan Ahmad
- National Heart Association of Malaysia, Heart House, Kuala Lumpur, Malaysia ,grid.413018.f0000 0000 8963 3111Division of Cardiology, University Malaya Medical Centre, Kuala Lumpur, Malaysia
| | - Khairul Shafiq Ibrahim
- grid.412259.90000 0001 2161 1343Cardiology Department, Faculty of Medicine, Universiti Teknologi MARA (UiTM), Shah Alam, Malaysia ,grid.412259.90000 0001 2161 1343Cardiac Vascular and Lung Research Institute, Universiti Teknologi MARA (UiTM), Shah Alam, Malaysia ,National Heart Association of Malaysia, Heart House, Kuala Lumpur, Malaysia
| | - Firdaus Aziz
- grid.10347.310000 0001 2308 5949Bioinformatics Division, Institute of Biological Sciences, Faculty of Science, University of Malaya, Kuala Lumpur, Malaysia
| | - Kazuaki Negishi
- grid.1013.30000 0004 1936 834XSydney Medical School Nepean, Faculty of Medicine and Health, Charles Perkins Centre Nepean, The University of Sydney, Sydney, NSW Australia ,grid.413243.30000 0004 0453 1183Nepean Hospital, Sydney, NSW Australia
| | - Nurulain Ibrahim
- grid.412259.90000 0001 2161 1343Faculty of Medicine, Universiti Teknologi MARA (UiTM), Sungai Buloh Campus, Sungai Buloh, Malaysia
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Kusuhara S, Shimura M, Kitano S, Sugimoto M, Muramatsu D, Fukushima H, Takamura Y, Matsumoto M, Kokado M, Kogo J, Sasaki M, Morizane Y, Utsumi T, Kotake O, Koto T, Terasaki H, Hirano T, Ishikawa H, Mitamura Y, Okamoto F, Kinoshita T, Kimura K, Yamashiro K, Suzuki Y, Hikichi T, Washio N, Sato T, Ohkoshi K, Tsujinaka H, Kondo M, Takagi H, Murata T, Sakamoto T. Treatment of diabetic macular edema in real-world clinical practice: The effect of aging. J Diabetes Investig 2022; 13:1339-1346. [PMID: 35389565 PMCID: PMC9340861 DOI: 10.1111/jdi.13801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 03/08/2022] [Accepted: 04/05/2022] [Indexed: 11/27/2022] Open
Abstract
AIMS/INTRODUCTION In older patients, the management of diabetic macular edema (DME) can be complicated by comorbidities, geriatric syndrome, and socioeconomic status. This study aims to evaluate the effects of aging on the management of DME. MATERIALS AND METHODS This is a real-world clinical study including 1,552 patients with treatment-naïve center-involved DME. The patients were categorized into 4 categories by age at baseline (C1, <55; C2, 55-64; C3, 65-74; and C4, ≥75 years). The outcomes were the change in logarithm of the minimum angle of resolution best-corrected visual acuity (logMAR BCVA) and central retinal thickness (CRT), and the number of treatments from baseline to 2 years. RESULTS From baseline to 2 years, the mean changes in logMAR BCVA from baseline to 2 years were -0.01 in C1, -0.06 in C2, -0.07 in C3, and 0.01 in C4 (P = 0.016), and the mean changes in CRT were -136.2 μm in C1, -108.8 μm in C2, -100.6 μm in C3, and -89.5 μm in C4 (P = 0.008). Treatments applied in the 2 year period exhibited decreasing trends with increasing age category on the number of intravitreal injections of anti-VEGF agents (P = 0.06), selecting local corticosteroid injection (P = 0.031), vitrectomy (P < 0.001), and laser photocoagulation outside the great vascular arcade (P < 0.001). CONCLUSIONS Compared with younger patients with DME, patients with DME aged ≥75 years showed less frequent treatment, a lower BCVA gain, and a smaller CRT decrease. The management and visual outcome in older patients with DME would be unsatisfactory in real-world clinical practice.
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Affiliation(s)
- Sentaro Kusuhara
- Division of Ophthalmology, Department of SurgeryKobe University Graduate School of MedicineKobeJapan
| | - Masahiko Shimura
- Department of OphthalmologyTokyo Medical University Hachioji Medical CenterHachiojiJapan
| | - Shigehiko Kitano
- Department of Ophthalmology, Diabetes CenterTokyo Women's Medical UniversityTokyoJapan
| | - Masahiko Sugimoto
- Department of OphthalmologyMie University Graduate School of MedicineTsuJapan
| | | | - Harumi Fukushima
- Department of Ophthalmology, Diabetes CenterTokyo Women's Medical UniversityTokyoJapan
| | - Yoshihiro Takamura
- Department of Ophthalmology, School of Medical SciencesUniversity of FukuiYoshidaJapan
| | - Makiko Matsumoto
- Department of Ophthalmology and Visual Sciences, Graduate School of Biomedical, SciencesNagasaki UniversityNagasakiJapan
| | - Masahide Kokado
- Department of OphthalmologyWakayama Medical UniversityWakayamaJapan
| | - Jiro Kogo
- Department of OphthalmologySt. Marianna University School of MedicineKawasakiJapan
| | - Mariko Sasaki
- Department of OphthalmologyTachikawa HospitalTachikawaJapan
- Department of OphthalmologyNational Hospital Organisation Tokyo Medical CenterMeguro‐kuTokyoJapan
| | - Yuki Morizane
- Department of OphthalmologyOkayama University Graduate School of Medicine, Dentistry and Pharmaceutical SciencesOkayamaJapan
| | - Takuya Utsumi
- Department of OphthalmologyTokyo Medical University Hachioji Medical CenterHachiojiJapan
| | - Osamu Kotake
- Department of OphthalmologyTokyo Medical UniversityTokyoJapan
| | - Takashi Koto
- Kyorin Eye CenterKyorin University School of MedicineMitakaJapan
| | - Hiroto Terasaki
- Department of OphthalmologyKagoshima University Graduate School of Medical and Dental SciencesKagoshimaJapan
| | - Takao Hirano
- Deparment of OphthalmologyShinshu University School of MedicineMatsumotoJapan
| | - Hiroto Ishikawa
- Department of OphthalmologyHyogo College of MedicineNishinomiyaJapan
| | - Yoshinori Mitamura
- Department of Ophthalmology, Institute of Health BiosciencesThe University of Tokushima Graduate SchoolTokushimaJapan
| | - Fumiki Okamoto
- Department of Ophthalmology, Faculty of MedicineUniversity of TsukubaTsukubaJapan
| | | | - Kazuhiro Kimura
- Departmet of OphthalmologyYamaguchi University Graduate School of MedicineUbeJapan
| | - Kenji Yamashiro
- Department of OphthalmologyJapanese Red Cross Otsu HospitalOtsuJapan
| | - Yukihiko Suzuki
- Department of OphthalmologyHirosaki University Graduate School of MedicineHirosakiJapan
| | | | - Noriaki Washio
- Department of OphthalmologyShowa General HospitalKodairaJapan
| | - Tomohito Sato
- Department of OphthalmologyNational Defense Medical CollegeTokorozawaJapan
| | - Kishiko Ohkoshi
- Department of OphthalmologySt. Luke's International HospitalTokyoJapan
| | - Hiroki Tsujinaka
- Department of OphthalmologyNara Medical University Graduate School of MedicineKashiharaJapan
| | - Mineo Kondo
- Department of OphthalmologyMie University Graduate School of MedicineTsuJapan
| | - Hitoshi Takagi
- Department of OphthalmologySt. Marianna University School of MedicineKawasakiJapan
| | - Toshinori Murata
- Deparment of OphthalmologyShinshu University School of MedicineMatsumotoJapan
| | - Taiji Sakamoto
- Department of OphthalmologyKagoshima University Graduate School of Medical and Dental SciencesKagoshimaJapan
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Kalra S, Dhar M, Afsana F, Aggarwal P, Aye TT, Bantwal G, Barua M, Bhattacharya S, Das AK, Das S, Dasgupta A, Dhakal G, Dhingra A, Esfahanian F, Gadve S, Jacob J, Kapoor N, Latheef A, Mahadeb Y, Maskey R, Naseri W, Ratnasingam J, Raza A, Saboo B, Sahay R, Shah M, Shaikh S, Sharma SK, Shrestha D, Somasundaram N, Tiwaskar M, Jawdekar A. Asian Best Practices for Care of Diabetes in Elderly (ABCDE). Rev Diabet Stud 2022; 18:100-134. [PMID: 35831938 PMCID: PMC10044048 DOI: 10.1900/rds.2022.18.100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
The elderly population with diabetes is diverse with the majority experiencing a decline in physical and mental capabilities, impacting the entire diabetes management process. Therefore, a need for geriatric-specific guidelines, especially for the Asian population, was identified and
subsequently developed by an expert panel across government and private institutions from several Asian countries. The panel considered clinical evidence (landmark trials, position papers, expert opinions), recommendations from several important societies along with their decades of clinical
experience and expertise, while meticulously devising thorough geriatric-specific tailored management strategies. The creation of the ABCDE best practices document underscores and explores the gaps and challenges and determines optimal methods for diabetes management of the elderly population
in the Asian region.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Sambit Das
- Dr.Sambit's Centre of Diabetes and Endocrinology, India
| | | | | | | | | | | | | | | | - Ali Latheef
- National Diabetes Centre, Indira Gandhi Memorial, India
| | | | | | | | | | - Abbas Raza
- Shaukat Khanum Cancer Hospital and Research Centre, Pakistan
| | - Banshi Saboo
- Diabetes Care and Hormone Clinic, Ahmedabad, India
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Scheen AJ. Efficacy / safety balance of DPP-4 inhibitors versus SGLT2 inhibitors in elderly patients with type 2 diabetes. DIABETES & METABOLISM 2021; 47:101275. [PMID: 34481962 DOI: 10.1016/j.diabet.2021.101275] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 08/07/2021] [Indexed: 12/14/2022]
Abstract
Dipeptidyl peptidase-4 inhibitors (DPP-4is) and sodium-glucose cotransporter type 2 inhibitors (SGLT2is) offer new options for the oral management of type 2 diabetes mellitus (T2DM), with the advantage in the elderly population to be devoid of a high risk of hypoglycaemia. SGLT2is have also shown benefits regarding cardiovascular (heart failure) and renal protection, including in patients with T2DM aged ≥ 65 years while DPP-4is have only proved cardiovascular and renal safety without superiority compared with placebo. The glucose-lowering efficacy of the two pharmacological classes is almost similar including in older patients with T2DM. However, the tolerance and safety profile may be highly different and overall more favourable with DPP-4is than with SGLT2is. Some adverse events have been reported with SGLT2is which may be more prevalent or severe in older patients than in younger patients. The present comprehensive review focuses on the benefit/risk balance in the elderly population with T2DM by comparing the profile of DPP-4is and SGLT2is regarding the following potential issues: metabolic disorders (hypoglycaemia and diabetic ketoacidosis); cardiac and vascular issues (atheromatous cardiovascular disease, heart failure, volume reduction hypotension, and lower limb amputations); renal endpoints including acute renal injury; risk of infections; digestive disorders; bone and skin adverse events; and cancer risk. Both DPP-4is and SGLT2is have their own advantages and disadvantages. Personalised treatment is recommended based upon the efficacy/safety profile of each drug class and individual patient characteristics that may be markedly different among the heterogeneous population of older individuals with T2DM.
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Affiliation(s)
- André J Scheen
- Division of Clinical Pharmacology, Centre for Interdisciplinary Research on Medicines (CIRM), University of Liège, Liège, Belgium; Division of Diabetes, Nutrition and Metabolic Disorders, Department of Medicine, CHU Liège, Liège, Belgium.
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Knezevic S, Ghafoor A, Mehri S, Barazi A, Dziura M, Trant JF, Dieni CA. Catechin and other catechol-containing secondary metabolites: Bacterial biotransformation and regulation of carbohydrate metabolism. PHARMANUTRITION 2021. [DOI: 10.1016/j.phanu.2021.100273] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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10
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Scheen AJ. Careful use to minimize adverse events of oral antidiabetic medications in the elderly. Expert Opin Pharmacother 2021; 22:2149-2165. [PMID: 33823723 DOI: 10.1080/14656566.2021.1912735] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
INTRODUCTION An increasing number of older patients has type 2 diabetes treated with different oral antidiabetic agents whose safety may raise concern considering some particularities of a heterogeneous elderly population. AREAS COVERED This article discusses some characteristics of older patients that could increase the risk of adverse events, with a focus on hypoglycemia. It describes the most frequent and/or severe complications reported in the elderly in both randomized controlled trials and observational studies with metformin, sulfonylureas, meglitinides, alpha-glucosidase inhibitors, thiazolidinediones, dipeptidyl peptidase-4 inhibitors (gliptins) and sodium-glucose cotransporter type 2 inhibitors (gliflozins). EXPERT OPINION Old patients may present comorbidities (renal impairment, vascular disease, heart failure, risk of dehydration, osteoporosis, cognitive dysfunction) that could increase the risk of severe adverse events. Sulfonylureas (and meglitinides) induce hypoglycemia, which may be associated with falls/fractures and cardiovascular events. Medications lacking hypoglycemia should be preferred. Gliptins appear to have the best tolerance/safety profile whereas gliflozins exert a cardiorenal protection. However, data are lacking in very old or frailty old patients so that caution and appropriate supervision of such patients are required. Taking advantage of a large choice of pharmacotherapies, personalized treatment is recommended based upon both drug safety profiles and old patient individual characteristics.
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Affiliation(s)
- André J Scheen
- Division of Clinical Pharmacology, Centre for Interdisciplinary Research on Medicines (CIRM), University of Liège, Liège, Belgium.,Division of Diabetes, Nutrition and Metabolic Disorders, Department of Medicine, CHU Liège, Liège, Belgium
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Okawa T, Nagai M, Hase K. Dietary Intervention Impacts Immune Cell Functions and Dynamics by Inducing Metabolic Rewiring. Front Immunol 2021; 11:623989. [PMID: 33613560 PMCID: PMC7890027 DOI: 10.3389/fimmu.2020.623989] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Accepted: 12/18/2020] [Indexed: 12/13/2022] Open
Abstract
Accumulating evidence has shown that nutrient metabolism is closely associated with the differentiation and functions of various immune cells. Cellular metabolism, including aerobic glycolysis, fatty acid oxidation, and oxidative phosphorylation, plays a key role in germinal center (GC) reaction, B-cell trafficking, and T-cell-fate decision. Furthermore, a quiescent metabolic status consolidates T-cell-dependent immunological memory. Therefore, dietary interventions such as calorie restriction, time-restricted feeding, and fasting potentially manipulate immune cell functions. For instance, intermittent fasting prevents the development of experimental autoimmune encephalomyelitis. Meanwhile, the fasting response diminishes the lymphocyte pool in gut-associated lymphoid tissue to minimize energy expenditure, leading to the attenuation of Immunoglobulin A (IgA) response. The nutritional status also influences the dynamics of several immune cell subsets. Here, we describe the current understanding of the significance of immunometabolism in the differentiation and functionality of lymphocytes and macrophages. The underlying molecular mechanisms also are discussed. These experimental observations could offer new therapeutic strategies for immunological disorders like autoimmunity.
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Affiliation(s)
- Takuma Okawa
- Division of Biochemistry, Faculty of Pharmacy and Graduate School of Pharmaceutical Science, Keio University, Tokyo, Japan
- Department of Gastroenterology, Research Center for Hepatitis and Immunology, Research Institute, National Center for Global Health and Medicine, Chiba, Japan
| | - Motoyoshi Nagai
- Division of Biochemistry, Faculty of Pharmacy and Graduate School of Pharmaceutical Science, Keio University, Tokyo, Japan
- Department of Gastroenterology, Research Center for Hepatitis and Immunology, Research Institute, National Center for Global Health and Medicine, Chiba, Japan
| | - Koji Hase
- Division of Biochemistry, Faculty of Pharmacy and Graduate School of Pharmaceutical Science, Keio University, Tokyo, Japan
- International Research and Developmental Center for Mucosal Vaccines, The Institute of Medical Science, The University of Tokyo, Tokyo, Japan
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Infante B, Franzin R, Madio D, Calvaruso M, Maiorano A, Sangregorio F, Netti GS, Ranieri E, Gesualdo L, Castellano G, Stallone G. Molecular Mechanisms of AKI in the Elderly: From Animal Models to Therapeutic Intervention. J Clin Med 2020; 9:jcm9082574. [PMID: 32784471 PMCID: PMC7464895 DOI: 10.3390/jcm9082574] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2020] [Revised: 07/21/2020] [Accepted: 08/05/2020] [Indexed: 12/17/2022] Open
Abstract
Acute kidney injury (AKI), a critical syndrome characterized by a sudden reduction of renal function, is a common disorder among elderly patients particularly in Intensive Care Unit (ICU). AKI is closely associated with both short- and long-term mortality and length of hospital stay and is considered a predictor of chronic kidney disease (CKD). Specific hemodynamic, metabolic, and molecular changes lead to increased susceptibility to injury in the aged kidney; therefore, certain causes of AKI such as the prerenal reduction in renal perfusion or vascular obstructive conditions are more common in the elderly; moreover, AKI is often multifactorial and iatrogenic. Older patients present several comorbidities (diabetes, hypertension, heart failure) and are exposed to multiple medical interventions such as the use of nephrotoxic contrasts media and medications, which can also trigger AKI. Considering the emerging relevance of this condition, prevention and treatment of AKI in the elderly should be crucial in the internist and emergency setting. This review article summarizes the incidence, the risk factors, the pathophysiology, the molecular mechanisms and the strategies of prevention and treatment of AKI in elderly patients.
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Affiliation(s)
- Barbara Infante
- Nephrology, Dialysis and Transplantation Unit, Department of Medical and Surgical Sciences, University of Foggia, Viale Pinto Luigi 251, 71122 Foggia, Italy; (B.I.); (D.M.); (A.M.); (F.S.); (G.S.)
| | - Rossana Franzin
- Nephrology, Dialysis and Transplantation Unit, Department of Emergency and Organ Transplantation, University of Bari, 70124 Bari, Italy; (R.F.); (L.G.)
| | - Desirèe Madio
- Nephrology, Dialysis and Transplantation Unit, Department of Medical and Surgical Sciences, University of Foggia, Viale Pinto Luigi 251, 71122 Foggia, Italy; (B.I.); (D.M.); (A.M.); (F.S.); (G.S.)
| | - Martina Calvaruso
- Nephrology, Dialysis and Transplantation Unit, Department of Biomedical Sciences, University of Foggia, 71122 Foggia, Italy;
| | - Annamaria Maiorano
- Nephrology, Dialysis and Transplantation Unit, Department of Medical and Surgical Sciences, University of Foggia, Viale Pinto Luigi 251, 71122 Foggia, Italy; (B.I.); (D.M.); (A.M.); (F.S.); (G.S.)
| | - Fabio Sangregorio
- Nephrology, Dialysis and Transplantation Unit, Department of Medical and Surgical Sciences, University of Foggia, Viale Pinto Luigi 251, 71122 Foggia, Italy; (B.I.); (D.M.); (A.M.); (F.S.); (G.S.)
| | - Giuseppe Stefano Netti
- Clinical Pathology, Department of Surgical and Medical Sciences, University of Foggia, Viale Pinto Luigi 251, 71122 Foggia, Italy; (G.S.N.); (E.R.)
| | - Elena Ranieri
- Clinical Pathology, Department of Surgical and Medical Sciences, University of Foggia, Viale Pinto Luigi 251, 71122 Foggia, Italy; (G.S.N.); (E.R.)
| | - Loreto Gesualdo
- Nephrology, Dialysis and Transplantation Unit, Department of Emergency and Organ Transplantation, University of Bari, 70124 Bari, Italy; (R.F.); (L.G.)
| | - Giuseppe Castellano
- Nephrology, Dialysis and Transplantation Unit, Department of Medical and Surgical Sciences, University of Foggia, Viale Pinto Luigi 251, 71122 Foggia, Italy; (B.I.); (D.M.); (A.M.); (F.S.); (G.S.)
- Correspondence: ; Tel.: +39-088-173-2610; Fax: +39-088-173-6001
| | - Giovanni Stallone
- Nephrology, Dialysis and Transplantation Unit, Department of Medical and Surgical Sciences, University of Foggia, Viale Pinto Luigi 251, 71122 Foggia, Italy; (B.I.); (D.M.); (A.M.); (F.S.); (G.S.)
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Molist-Brunet N, Sevilla-Sánchez D, Puigoriol-Juvanteny E, González-Bueno J, Solà-Bonada N, Cruz-Grullón M, Espaulella-Panicot J. Optimizing drug therapy in frail patients with type 2 diabetes mellitus. Aging Clin Exp Res 2020; 32:1551-1559. [PMID: 31494916 DOI: 10.1007/s40520-019-01342-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Accepted: 08/27/2019] [Indexed: 01/31/2023]
Abstract
BACKGROUND Type 2 diabetes mellitus (T2DM) is closely linked with ageing. In frail diabetic patients, the risks of intensive antidiabetic therapy outweigh the potential benefits. AIMS To study the prevalence of T2DM in frail elderly patients, to identify inappropriate prescription (IP) of antidiabetic drugs and to study the relationship between patients' frailty index (FI) with polypharmacy and IP. METHODS This was a prospective, descriptive, observational study of elderly patients. Each patient's antidiabetic treatment was analysed by applying the patient-centred prescription model (PCP), which centres therapeutic decisions on the patient's global assessment and individual therapeutic goal. RESULTS 210 patients with T2DM were included (25.15% prevalence). They were characterised by high multimorbidity and frailty. 93.3% presented polypharmacy and 51% excessive polypharmacy. IP was identified in 66.2% of patients. A statistically significant relationship was found between the progression in FI degree and IP prevalence (p < 0.05. During the admission, drug therapy regimens were modified in 97.1% of cases with IP (n = 136). DISCUSSION These results suggest that in clinical practice T2DM treatment is not individualised, but rather is based on the same general recommendations for the population as a whole. CONCLUSIONS There is a high prevalence of T2DM in the elderly. As the frailty of patients increases, so does the prevalence of IP. The application of PCP model enables drug therapy optimization in frail patients according to their main therapeutic goal, and contributes to provide clinical evidences on the applicability of a set of knowledge areas from the theoretical framework to the daily clinical practice.
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Affiliation(s)
- N Molist-Brunet
- Hospital Universitari de la Santa Creu de Vic, Rambla Hospital, 52, 08500, Vic, Barcelona, Spain.
- Central Catalonia Chronicity Research Group (C3RG), Centre for Health and Social Care Research (CESS), Universitat de Vic-University of Vic-Central University of Catalonia (UVIC-UCC), C. Miquel Martí i Pol, C/Francesc Pla "El Vigatà", 1, 08500, Vic, Spain.
| | - D Sevilla-Sánchez
- Central Catalonia Chronicity Research Group (C3RG), Centre for Health and Social Care Research (CESS), Universitat de Vic-University of Vic-Central University of Catalonia (UVIC-UCC), C. Miquel Martí i Pol, C/Francesc Pla "El Vigatà", 1, 08500, Vic, Spain
- Hospital Universitari de Vic, C/Francesc Pla "El Vigatà", 1, 08500, Vic, Barcelona, Spain
| | - E Puigoriol-Juvanteny
- Central Catalonia Chronicity Research Group (C3RG), Centre for Health and Social Care Research (CESS), Universitat de Vic-University of Vic-Central University of Catalonia (UVIC-UCC), C. Miquel Martí i Pol, C/Francesc Pla "El Vigatà", 1, 08500, Vic, Spain
- Hospital Universitari de Vic, C/Francesc Pla "El Vigatà", 1, 08500, Vic, Barcelona, Spain
| | - J González-Bueno
- Central Catalonia Chronicity Research Group (C3RG), Centre for Health and Social Care Research (CESS), Universitat de Vic-University of Vic-Central University of Catalonia (UVIC-UCC), C. Miquel Martí i Pol, C/Francesc Pla "El Vigatà", 1, 08500, Vic, Spain
- Hospital Universitari de Vic, C/Francesc Pla "El Vigatà", 1, 08500, Vic, Barcelona, Spain
| | - N Solà-Bonada
- Hospital Universitari de Vic, C/Francesc Pla "El Vigatà", 1, 08500, Vic, Barcelona, Spain
| | - M Cruz-Grullón
- Hospital Universitari de la Santa Creu de Vic, Rambla Hospital, 52, 08500, Vic, Barcelona, Spain
| | - J Espaulella-Panicot
- Hospital Universitari de la Santa Creu de Vic, Rambla Hospital, 52, 08500, Vic, Barcelona, Spain
- Central Catalonia Chronicity Research Group (C3RG), Centre for Health and Social Care Research (CESS), Universitat de Vic-University of Vic-Central University of Catalonia (UVIC-UCC), C. Miquel Martí i Pol, C/Francesc Pla "El Vigatà", 1, 08500, Vic, Spain
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Machado-Alba JE, Machado-Duque ME, Gaviria-Mendoza A. Time to modification of antidiabetic therapy in patients over the age of 65 years with newly diagnosed diabetes mellitus. Diabetes Res Clin Pract 2020; 162:108090. [PMID: 32088311 DOI: 10.1016/j.diabres.2020.108090] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Revised: 02/17/2020] [Accepted: 02/19/2020] [Indexed: 12/19/2022]
Abstract
AIMS To determine the time elapsed from when a patient ≥ 65 years old is diagnosed with type 2 diabetes mellitus (T2DM) and begins antidiabetic treatment until a change in treatment is required as well as the factors associated with the change. METHODS A retrospective study was conducted on patients 65 years or older with a first-time diagnosis of T2DM, and these patients were followed for 60 months until an addition or change was made to their antidiabetic drug regimen. Kaplan-Meier survival analysis was performed to determine the time elapsed until such a modification occurred. RESULTS We identified 13,573 patients with a mean age of 76.8 ± 7.7 years; 59.3% were women. A total of 9144 (67.4%) patients began treatment with a single antidiabetic drug, 4146 (30.5%) began with two, and 282 (2.1%) began with three, especially metformin (n = 10858, 80.0%), sulfonylureas (n = 4525, 33.3%), and insulins (n = 2334, 17.2%). A total of 52.4% (n = 7106) of the patients underwent treatment modification (addition, 39.3% and change, 13.1%). Only 11.2% (n = 600) of the additions corresponded to new antidiabetic drugs (GLP-1 receptor agonists, SGLT2 inhibitors, DPP4 inhibitors). The mean time to modification was 39.1 ± 23.4 months, and the modification occurred earlier in those who started with various antidiabetic agents (33.2 vs. 42.6 months; p < 0.001), men (38.3 vs. 40.4 months; p < 0.001), and those who took glibenclamide vs. metformin (31.9 vs. 44.6 months, p < 0.001). CONCLUSIONS Most elderly adults who were diagnosed with T2DM after 65 years of age were treated with the appropriate medications. Therapy was modified for more than half of the patients, The addition of new antidiabetic drugs was infrequent.
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Affiliation(s)
- Jorge Enrique Machado-Alba
- Grupo de Investigación en Farmacoepidemiología y Farmacovigilancia, Universidad Tecnológica de Pereira-Audifarma S.A., Calle 105 No. 14-140, Zip Code: 660003, Pereira, Risaralda, Colombia.
| | - Manuel Enrique Machado-Duque
- Grupo de Investigación en Farmacoepidemiología y Farmacovigilancia, Universidad Tecnológica de Pereira-Audifarma S.A., Calle 105 No. 14-140, Zip Code: 660003, Pereira, Risaralda, Colombia; Grupo de Investigación Biomedicina, Fundación Universitaria Autónoma de las Américas, Ave Las Américas # 98-56, Pereira, Colombia
| | - Andrés Gaviria-Mendoza
- Grupo de Investigación en Farmacoepidemiología y Farmacovigilancia, Universidad Tecnológica de Pereira-Audifarma S.A., Calle 105 No. 14-140, Zip Code: 660003, Pereira, Risaralda, Colombia; Grupo de Investigación Biomedicina, Fundación Universitaria Autónoma de las Américas, Ave Las Américas # 98-56, Pereira, Colombia
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Werfalli MM, Kalula SZ, Manning K, Levitt NS. Does social support effect knowledge and diabetes self-management practices in older persons with Type 2 diabetes attending primary care clinics in Cape Town, South Africa? PLoS One 2020; 15:e0230173. [PMID: 32168342 PMCID: PMC7069645 DOI: 10.1371/journal.pone.0230173] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Accepted: 02/24/2020] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND In South Africa with one of the most rapidly ageing populations in Africa despite the demographic impact of the HIV/AIDS epidemic, diabetes is a major cause of morbidity and mortality. Self-management is challenging for all those with the condition but is likely to create a higher demand for those who may have existing co-morbidities associated with age, and long-standing chronic diseases. OBJECTIVE To determine the relationship of social support, especially that of family and friends with their self-management. METHODS This cross-sectional study was undertaken in the Cape Town metropole primary care clinics. The sample comprised 406 people drawn from four community health centres (CHC) that are served by Groote Schuur Hospital at the tertiary level. RESULTS Of the 406 participants, 68.5% were females, 60.5% were living with a family member, and almost half were married. The mean duration of diabetes from diagnosis was eight years. More than half (57.4%) had no or only primary education. Half the participants (50.2%) had poor knowledge level in relation to symptoms and complications of diabetes. Multivariable linear regression showed older age was associated with poor knowledge (®: -1.893, 95% CI-3.754; -0.031) and higher income was associated with self-management practice (®: 3.434, 95% CI 0.797; 6.070). Most participants received family support to follow aspects of diabetes self-management. The ordinal logistic regression indicated that family support was positively associated with the self-management practice score for following a diabetic meal plan, taking care of feet, physical activity, testing blood sugar and handling participants' feelings about being diabetic, but not for taking medication. CONCLUSIONS Consideration needs to be given to developing and testing education programmes that focus on needs of older people with diabetes and emphases the role of family and friends.
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Affiliation(s)
- Mahmoud M. Werfalli
- Chronic Disease Initiative for Africa, Cape Town, Western Cape, South Africa
- Division of Endocrinology and Diabetic Medicine, Department of Medicine, Faculty of Health Science, University of Cape Town, Cape Town, Western Cape, South Africa
| | - Sebastiana Z. Kalula
- Division of Geriatric Medicine, Department of Medicine, Faculty of Health Sciences, The Albertina and Walter Sisulu Institute of Ageing in Africa, Cape Town, South Africa
| | - Kathryn Manning
- Division of Endocrinology and Diabetic Medicine, Department of Medicine, Faculty of Health Science, University of Cape Town, Cape Town, Western Cape, South Africa
| | - Naomi S. Levitt
- Chronic Disease Initiative for Africa, Cape Town, Western Cape, South Africa
- Division of Endocrinology and Diabetic Medicine, Department of Medicine, Faculty of Health Science, University of Cape Town, Cape Town, Western Cape, South Africa
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Triantafylidis LK, Phillips SC, Hawley CE, Schwartz AW. Finding the Sweet Spot: An Interactive Workshop on Diabetes Management in Older Adults. MEDEDPORTAL : THE JOURNAL OF TEACHING AND LEARNING RESOURCES 2019; 15:10845. [PMID: 31911936 PMCID: PMC6944249 DOI: 10.15766/mep_2374-8265.10845] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Accepted: 06/24/2019] [Indexed: 06/10/2023]
Abstract
INTRODUCTION Intensive glucose lowering in older adults with diabetes leads to increased risks with minimal benefits. Surveys indicate that clinician confidence for individualizing glycemic goals and regimens remains low. We created an interactive workshop and clinical tool kit to improve clinician knowledge of safe diabetes management in older adults. METHODS Finding the Sweet Spot was a 1-hour workshop taught by pharmacists to medical and pharmacy learners that introduced a five-step framework for diabetes management in older adults. The interactive presentation included cases and a clinical tool kit based on current recommendations from the American Diabetes Association and American Geriatrics Society. Pilot workshops were held for 6 months, allowing for real-time revisions based on feedback; final implementation occurred for 6 months thereafter. We evaluated learner self-efficacy (via a 5-point Likert scale) and knowledge (via multiple-choice questions) of diabetes management in older adults before and after the workshop. RESULTS Thirty learners participated in Finding the Sweet Spot (70% medicine, 30% pharmacy). The percentage of confident learners increased from 55% to 97% (p < .05) after the workshop. All learners demonstrated improvements in knowledge, with the mean score on the knowledge assessment increasing from 61% to 80% (p < .05). Via open-ended feedback, learners expressed satisfaction and found the clinical tool kit especially helpful. DISCUSSION Our Finding the Sweet Spot workshop demonstrated statistically significant changes in self-efficacy and knowledge among learners, indicating that this interactive workshop improves medical and pharmacy provider confidence and skills in caring for older adults with diabetes.
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Affiliation(s)
| | - Sarah C. Phillips
- Instructor, Department of Family Medicine, Boston University School of Medicine
- Physician, Upham's Corner Elder Service Plan
- Affiliated Fellow in Geriatrics, VA Boston Healthcare System and New England Geriatric Research Education and Clinical Center
| | - Chelsea E. Hawley
- Clinical Pharmacist, Pharmacy Department, VA Boston Healthcare System
- Advanced Fellow in Geriatrics, New England Geriatric Research Education and Clinical Center
| | - Andrea Wershof Schwartz
- Associate Fellowship Director of the Harvard Multicampus Geriatrics Fellowship, VA Boston Healthcare System and New England Geriatric Research Education and Clinical Center
- Assistant Professor of Medicine, Department of Medicine, Harvard Medical School
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Abstract
Multipronged risk management in diabetes has contributed to the recent decline in cardiovascular mortality. Few antihyperglycemic drugs have been conclusively shown to have cardioprotective effects. These include metformin, liraglutide, semaglutide, dulaglutide, and sodium-glucose cotransporter-2 inhibitors. Statins are the cornerstone of treatment for people with established coronary artery disease (CAD) or at risk of CAD. In patients with persistent low-density lipoprotein cholesterol (LDL-C) levels > 70 mg/dL, the addition of ezetimibe or proprotein convertase subtilisin/kexin type 9 (PCSK9) inhibitors is recommended. In general, angiotensin-converting enzyme inhibitors and angiotensin-receptor blockers should be included in the treatment regimen. The goal is to have blood pressure < 140/90 mmHg, whereas a lower goal of < 130/80 mmHg is recommended in patients with CAD or proteinuria (> 1 g/day). Aspirin antiplatelet therapy should be restricted for people with established CAD or those with multiple CAD risk factors. While antiobesity medications have a modest role in managing obesity, bariatric surgery in people with body mass index (BMI) ≥ 40 or ≥ 35 with comorbidities can substantially affect quality of life and may reduce cardiovascular risks. Prescribing therapeutic agents should take into consideration a variety of factors, including the patient's preferences and the drug's affordability, side effect profile, and proven cardiovascular benefit.
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Aim to normalize glucose levels and reduce cardiovascular mortality when managing type 2 diabetes in the elderly. DRUGS & THERAPY PERSPECTIVES 2019. [DOI: 10.1007/s40267-019-00619-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Longo M, Bellastella G, Maiorino MI, Meier JJ, Esposito K, Giugliano D. Diabetes and Aging: From Treatment Goals to Pharmacologic Therapy. Front Endocrinol (Lausanne) 2019; 10:45. [PMID: 30833929 PMCID: PMC6387929 DOI: 10.3389/fendo.2019.00045] [Citation(s) in RCA: 83] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2018] [Accepted: 01/21/2019] [Indexed: 12/13/2022] Open
Abstract
Diabetes is becoming one of the most widespread health burning problems in the elderly. Worldwide prevalence of diabetes among subjects over 65 years was 123 million in 2017, a number that is expected to double in 2045. Old patients with diabetes have a higher risk of common geriatric syndromes, including frailty, cognitive impairment and dementia, urinary incontinence, traumatic falls and fractures, disability, side effects of polypharmacy, which have an important impact on quality of life and may interfere with anti-diabetic treatment. Because of all these factors, clinical management of type 2 diabetes in elderly patients currently represents a real challenge for the physician. Actually, the optimal glycemic target to achieve for elderly diabetic patients is still a matter of debate. The American Diabetes Association suggests a HbA1c goal <7.5% for older adults with intact cognitive and functional status, whereas, the American Association of Clinical Endocrinologists (AACE) recommends HbA1c levels of 6.5% or lower as long as it can be achieved safely, with a less stringent target (>6.5%) for patients with concurrent serious illness and at high risk of hypoglycemia. By contrast, the American College of Physicians (ACP) suggests more conservative goals (HbA1c levels between 7 and 8%) for most older patients, and a less intense pharmacotherapy, when HbA1C levels are ≤6.5%. Management of glycemic goals and antihyperglycemic treatment has to be individualized in accordance to medical history and comorbidities, giving preference to drugs that are associated with low risk of hypoglycemia. Antihyperglycemic agents considered safe and effective for type 2 diabetic older patients include: metformin (the first-line agent), pioglitazone, dipeptidyl peptidase 4 inhibitors, glucagon-like peptide 1 receptor agonists. Insulin secretagogue agents have to be used with caution because of their significant hypoglycemic risk; if used, short-acting sulfonylureas, as gliclazide, or glinides as repaglinide, should be preferred. When using complex insulin regimen in old people with diabetes, attention should be paid for the risk of hypoglycemia. In this paper we aim to review and discuss the best glycemic targets as well as the best treatment choices for older people with type 2 diabetes based on current international guidelines.
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Affiliation(s)
- Miriam Longo
- Unit of Endocrinology and Metabolic Diseases, Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Giuseppe Bellastella
- Unit of Endocrinology and Metabolic Diseases, Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Maria Ida Maiorino
- Unit of Endocrinology and Metabolic Diseases, Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Juris J. Meier
- Diabetes Division, St Josef Hospital, Ruhr-University Bochum, Bochum, Germany
| | - Katherine Esposito
- Diabetes Unit, Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Dario Giugliano
- Unit of Endocrinology and Metabolic Diseases, Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Naples, Italy
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