1
|
Kirk D, Baart AM, McLean J, Feskens EJM. Association between diet quality and all-cause mortality in a large Dutch cohort. PLoS One 2024; 19:e0302905. [PMID: 39178206 PMCID: PMC11343414 DOI: 10.1371/journal.pone.0302905] [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: 01/24/2024] [Accepted: 04/16/2024] [Indexed: 08/25/2024] Open
Abstract
Food-based dietary guidelines are helpful for governments and health agencies to encourage healthy eating at the population level. In order to assess adherence to such guidelines, index scores have been developed, the version in the Netherlands being the Dutch Healthy Diet-index (2015) (DHD2015-index), which reflect adherence to the 2015 Dutch dietary guidelines. Because a higher diet quality, i.e. a higher adherence to the dietary guidelines, is associated with better health outcomes, a higher DHD2015-index score would also mean better outcomes on measures of health, such as all-cause mortality. The present study aimed to elucidate this by investigating the association between DHD2015-index score and mortality in the Dutch population using data from 97 999 participants in the Lifelines cohort study. For the analyses, Cox Proportional Hazards regression was used, whilst accounting for age, sex, physiological measurements, exercise, and biochemical and lifestyle variables. There was a strong negative association between DHD2015-index score and mortality. Hazard ratios for DHD2015-index scores below 60 were approximately 1.2x larger than the mean. Every 10 unit increase in DHD2015-index scores between 60 and 90 led to a 0.1 reduction in hazard ratio, and every 10 unit increase between 90 and the highest DHD2015-index scores led to a reduction in hazard ratios of 0.05. The hazard ratio for the lowest quartile of DHD2015-index scores was 1.14 (95% CI = 1.04-1.26), whereas that for the highest quartile was 0.88 (95% CI = 0.84-0.92). Our results show a clear inverse relationship between DHD2015-index score and all-cause mortality.
Collapse
Affiliation(s)
- Daniel Kirk
- Division of Human Nutrition and Health, Wageningen University, Wageningen, The Netherlands
- Department of Twin Research & Genetic Epidemiology, King’s College London, London, United Kingdom
| | - A. Mireille Baart
- Division of Human Nutrition and Health, Wageningen University, Wageningen, The Netherlands
| | | | - Edith J. M. Feskens
- Division of Human Nutrition and Health, Wageningen University, Wageningen, The Netherlands
| |
Collapse
|
2
|
Wang L, Zhang W, Dai J, Deng Q, Yan Y, Liu Q. Associations of fasting plasma glucose with all-cause mortality and cardiovascular events in older Chinese diabetes patients: A population-based cohort study. J Diabetes Investig 2024; 15:1129-1139. [PMID: 38593274 PMCID: PMC11292386 DOI: 10.1111/jdi.14196] [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: 12/04/2023] [Revised: 02/25/2024] [Accepted: 03/13/2024] [Indexed: 04/11/2024] Open
Abstract
AIMS/INTRODUCTION Our aim was to investigate the optimal fasting glucose (FPG) range in Chinese older adults with type 2 diabetes, and to clarify whether the optimal range varies according to the control of risk factors. MATERIALS AND METHODS The baseline survey for the cohort study began in 2018, with follow up ending in 2022. Our study enrolled 59,030 older diabetes patients with no history of cardiovascular disease (CVD). Participants were divided into nine groups based on their baseline glycemic status. The association between FPG and the risk of adverse outcomes was mainly estimated by multivariate Cox proportional risk models and restricted spline analysis. RESULTS During the 4-year follow-up period, a total of 5,637 deaths and 4,904 CVD events occurred. The associations of FPG with mortality and CVD events showed J-shaped curves. Among all-cause deaths, the hazard ratios for FPG ≤4.50 and >11.50 mmol/L were 1.50 (95% confidence interval [CI] 1.31-1.71) and 1.84 (95% CI 1.67-2.02). Among CVD, the hazard ratios for FPG ≤4.50 and >11.50 mmol/L were 1.31 (95% CI 1.13-1.53) and 1.71 (95% CI 1.54-1.89), respectively. The optimal FPG ranges of all-cause mortality and CVD were 5.50-7.50 and 4.50-7.50 mmol/L, respectively. For participants with at least two risk factors, the optimal FPG levels were higher than those with fewer risk factors. CONCLUSIONS In older Chinese diabetes patients, the FPG ranges related to the minimum death and CVD event rates were 5.50-7.50 and 4.50-7.50 mmol/L, respectively. Patients with more cardiovascular risk factors had higher optimal blood glucose ranges than those with fewer risk factors.
Collapse
Affiliation(s)
- Linan Wang
- Department of Epidemiology, School of Public HealthWuhan UniversityWuhanChina
| | - Wei Zhang
- The Wuhan Centers for Disease Control and PreventionWuhanChina
| | - Juan Dai
- The Wuhan Centers for Disease Control and PreventionWuhanChina
| | - Qing Deng
- The Wuhan Centers for Disease Control and PreventionWuhanChina
| | - Yaqiong Yan
- The Wuhan Centers for Disease Control and PreventionWuhanChina
| | - Qing Liu
- Department of Epidemiology, School of Public HealthWuhan UniversityWuhanChina
| |
Collapse
|
3
|
Yang J, Shangguan Q, Xie G, Yang M, Sheng G. Sex-specific associations between haemoglobin glycation index and the risk of cardiovascular and all-cause mortality in individuals with pre-diabetes and diabetes: A large prospective cohort study. Diabetes Obes Metab 2024; 26:2275-2283. [PMID: 38454654 DOI: 10.1111/dom.15541] [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: 01/10/2024] [Revised: 02/12/2024] [Accepted: 02/22/2024] [Indexed: 03/09/2024]
Abstract
AIM The aim of this study was to investigate the relationship between the haemoglobin glycation index (HGI), and cardiovascular disease (CVD) and all-cause mortality in adults with pre-diabetes and diabetes. METHODS This study included 10 267 adults with pre-diabetes and diabetes from the National Health and Nutrition Examination Survey (NHANES) 1999-2018. Sex-differentiated relationships between HGI and mortality were elucidated using multivariate Cox proportional hazards models, restricted cubic splines and a two-piecewise Cox proportional hazards model. RESULTS During the median follow-up time of 103.5 months, a total of 535 CVD deaths and 1918 all-cause deaths were recorded. After multivariate adjustment, in males with pre-diabetes and diabetes, there was a U-shaped relationship between HGI and CVD mortality and all-cause mortality, with threshold points of -0.68 and -0.63, respectively. Before the threshold point, HGI was negatively associated with CVD mortality [hazard ratio (HR) 0.60; 95% confidence interval (CI) 0.41, 0.89] and all-cause mortality (HR 0.56; 95% CI 0.43, 0.74), and after the threshold point, HGI was positively associated with CVD mortality (HR 1.46; 95% CI 1.23, 1.73) and all-cause mortality (HR 1.40; 95% CI 1.23, 1.59). In contrast, HGI had an L-shaped relationship with all-cause mortality and no significant association with CVD mortality in females. To the left of the threshold points, the risk of all-cause mortality decreased (HR 0.50; 95% CI 0.35, 0.71) progressively with increasing HGI. CONCLUSIONS In the cohort study, HGI in pre-diabetic and diabetic populations was found to have a U-shaped association with CVD mortality and all-cause mortality in males and an L-shaped association with all-cause mortality only in females. Further prospective and mechanistic studies are warranted.
Collapse
Affiliation(s)
- Jingqi Yang
- Department of Cardiovascular Medicine, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Qing Shangguan
- Department of Cardiovascular Medicine, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Guobo Xie
- Department of Cardiovascular Medicine, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Ming Yang
- Department of Cardiovascular Medicine, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Guotai Sheng
- Department of Cardiovascular Medicine, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| |
Collapse
|
4
|
Butalia S, Chu LM, Dover DC, Lau D, Yeung RO, Eurich DT, Senior P, Kaul P. Association Between Hemoglobin A1c and Development of Cardiovascular Disease in Canadian Men and Women Without Diabetes at Baseline: A Population-Based Study of 608 474 Adults. J Am Heart Assoc 2024; 13:e031095. [PMID: 38639364 PMCID: PMC11179919 DOI: 10.1161/jaha.123.031095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 02/28/2024] [Indexed: 04/20/2024]
Abstract
BACKGROUND We examined the association between hemoglobin A1c (HbA1c) and the development of cardiovascular disease (CVD) in men and women, without diabetes or CVD at baseline. METHODS AND RESULTS This retrospective cohort study included adults aged 40 to <80 years in Alberta, Canada. Men and women were divided into categories based on a random HbA1c during a 3-year enrollment period. The primary outcome of CVD hospitalization and secondary outcome of combined CVD hospitalization/mortality were examined during a 5-year follow-up period until March 31, 2021. A total of 608 474 individuals (55.2% women) were included. Compared with HbA1c 5.0% to 5.4%, men with HbA1c of 5.5% to 5.9% had an increased risk of CVD hospitalization (adjusted hazard ratio [aHR], 1.12 [95% CI, 1.07-1.19]) whereas women did not (aHR, 1.01 [95% CI, 0.95-1.08]). Men and women with HbA1c of 6.0% to 6.4% had a 38% and 17% higher risk and men and women with HbA1c ≥6.5% had a 79% and 51% higher risk of CVD hospitalization, respectively. In addition, HbA1c of 6.0% to 6.4% and HbA1c ≥6.5% were associated with a higher risk (14% and 41%, respectively) of CVD hospitalization/death in men, but HbA1c ≥6.5% was associated with a 24% higher risk only among women. CONCLUSIONS In both men and women, HbA1c ≥6.0% was associated with an increased risk of CVD and mortality outcomes. The association between CVD and HbA1c levels of 5.5% to 5.9%, considered to be in the "normal" range, highlights the importance of optimizing cardiovascular risk profiles at all levels of glycemia, especially in men.
Collapse
Affiliation(s)
- Sonia Butalia
- Division of Endocrinology and Metabolism, Department of Medicine, Cumming School of MedicineUniversity of CalgaryCalgaryAlbertaCanada
- Department of Medicine and Community Health Sciences, Cumming School of MedicineUniversity of CalgaryCalgaryAlbertaCanada
- O’Brien Institute for Public Health, Cumming School of Medicine, CalgaryUniversity of CalgaryCalgaryAlbertaCanada
- Libin Cardiovascular Institute, Cumming School of MedicineUniversity of CalgaryCalgaryAlbertaCanada
| | - Luan Manh Chu
- Provincial Research Data ServicesAlberta Health ServicesEdmontonAlbertaCanada
| | - Douglas C. Dover
- Canadian VIGOUR CentreUniversity of AlbertaEdmontonAlbertaCanada
| | - Darren Lau
- Department of Medicine, Faculty of Medicine & DentistryUniversity of AlbertaEdmontonAlbertaCanada
- Alberta Diabetes Institute, University of AlbertaEdmontonAlbertaCanada
| | - Roseanne O. Yeung
- Department of Medicine, Faculty of Medicine & DentistryUniversity of AlbertaEdmontonAlbertaCanada
- Alberta Diabetes Institute, University of AlbertaEdmontonAlbertaCanada
- School of Public HealthUniversity of AlbertaEdmontonAlbertaCanada
| | - Dean T. Eurich
- Alberta Diabetes Institute, University of AlbertaEdmontonAlbertaCanada
- School of Public HealthUniversity of AlbertaEdmontonAlbertaCanada
| | - Peter Senior
- Department of Medicine, Faculty of Medicine & DentistryUniversity of AlbertaEdmontonAlbertaCanada
- Alberta Diabetes Institute, University of AlbertaEdmontonAlbertaCanada
| | - Padma Kaul
- Canadian VIGOUR CentreUniversity of AlbertaEdmontonAlbertaCanada
- Department of Medicine, Faculty of Medicine & DentistryUniversity of AlbertaEdmontonAlbertaCanada
- Alberta Diabetes Institute, University of AlbertaEdmontonAlbertaCanada
- School of Public HealthUniversity of AlbertaEdmontonAlbertaCanada
| |
Collapse
|
5
|
Vishnyakova O, Song X, Rockwood K, Elliott LT, Brooks-Wilson A. Physiological phenotypes have optimal values relevant to healthy aging: sweet spots deduced from the Canadian Longitudinal Study on Aging. GeroScience 2024; 46:1589-1605. [PMID: 37688655 PMCID: PMC10828371 DOI: 10.1007/s11357-023-00895-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 07/27/2023] [Indexed: 09/11/2023] Open
Abstract
Previous observations on a group of exceptionally healthy "Super-Seniors" showed a lower variance of multiple physiological measures relevant for health than did a less healthy group of the same age. The finding was interpreted as the healthier individuals having physiological measurement values closer to an optimal level, or "sweet spot." Here, we tested the generalizability of the sweet-spot hypothesis in a larger community sample, comparing differences in the variance between healthier and less healthy groups. We apply this method to the Canadian Longitudinal Study on Aging (CLSA) comprehensive cohort of 30,097 participants aged 45 to 85 years with deep phenotype data. Data from both sexes and four age ranges were analyzed. Five instruments were used to represent different aspects of health, physical, and cognitive functioning. We tested 231 phenotypic measures for lower variance in the most healthy vs. least healthy quartile of each sex and age group, as classified by the five instruments. Segmented regression was used to determine sex-specific optimal values. One hundred forty-two physiological measures (61%) showed lower variance in the healthiest than in the least healthy group, in at least one sex and age group. The difference in variance was most significant for hemoglobin A1c and was also significant for many body composition measurements, but not for bone mineral density. Ninety-four phenotypes showed a nonmonotonic relationship with health, consistent with the idea of a sweet spot; for these, we determined optimal values and 95% confidence intervals that were generally narrower than the ranges of current clinical reference intervals. These findings for sweet spot discovery validate the proposed approach for identifying traits important for healthy aging.
Collapse
Affiliation(s)
- Olga Vishnyakova
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, BC, Canada
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada
- Department of Statistics & Actuarial Science, Simon Fraser University, Room SC K10545, 8888 University Drive, Burnaby, BC, V5A 1S6, Canada
| | - Xiaowei Song
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada
- Surrey Memorial Hospital, Fraser Health Authority, Surrey, BC, Canada
| | - Kenneth Rockwood
- Division of Geriatric Medicine, Dalhousie University, Halifax, NS, Canada
| | - Lloyd T Elliott
- Department of Statistics & Actuarial Science, Simon Fraser University, Room SC K10545, 8888 University Drive, Burnaby, BC, V5A 1S6, Canada.
| | - Angela Brooks-Wilson
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, BC, Canada.
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada.
| |
Collapse
|
6
|
Dreier J, Schernhammer E, Haslacher H, Stögmann E, Lehrner J. Hemoglobin A1c Serum Level Predicts 5-year Mortality in Patients with Cognitive Impairment. J Diabetes Metab Disord 2023; 22:1705-1714. [PMID: 37969915 PMCID: PMC10638249 DOI: 10.1007/s40200-023-01303-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 09/05/2023] [Indexed: 11/17/2023]
Abstract
Background Subjective cognitive decline (SCD) and mild cognitive impairment (MCI) may occur as preclinical stages of Alzheimer's disease (AD), ultimately leading to dementia. Glycated hemoglobin A1c (HbA1c) is a diagnostic marker for diabetes mellitus and indicates mortality risk. Objectives This university-based, exploratory retrospective study examined the impact of HbA1c serum level on 5-year mortality among individuals with cognitive impairment. Methods Included were 1076 subjects aged at least 50 years who visited the Memory Outpatient Clinic of the Medical University of Vienna due to memory problems. Participants were diagnosed with SCD, MCI, or AD subsequent to neurological examination, standard laboratory blood tests, and neuropsychological testing. Survival was compared between diagnostic subgroups and with respect to HbA1c categories using log-rank tests based on Kaplan-Meier functions. The Neuropsychological Test Battery Vienna (NTBV) was dimensionally reduced, and a principal component analysis (PCA) was performed to further analyze results. Corresponding factor scores, HbA1c values, and baseline characteristics were included in Cox proportional hazards models to assess 5-year mortality risk. Results During the observation period, 323 patients (30%) died at a mean age comparable between diagnostic subgroups (SCD 84.2 ± 10.1, MCI 81.2 ± 8.3, AD 82.2 ± 7.4 years). Individuals with normal serum HbA1c levels had significant advantages in survival within the MCI (12.9 ± .3 vs. 10.0 ± .8 years) and the AD subgroups (8.2 ± .4 vs. 5.5 ± .6 years), and metric HbA1c predicted 5-year mortality (HR 1.24). Conclusion This study demonstrates an association between abnormal HbA1c serum levels and increased mortality.
Collapse
Affiliation(s)
- J. Dreier
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - E. Schernhammer
- Department of Epidemiology, Center for Public Health, Medical University of Vienna, Vienna, Austria
| | - H. Haslacher
- Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - E. Stögmann
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - J. Lehrner
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Neurologische Universitätsklinik, Allgemeines Krankenhaus, Währinger Gürtel 18-20, 1097 Vienna, Austria
| |
Collapse
|
7
|
Tran V, Tran H, Demirel S, Thompson-Moore N. Impact of Glucagon-Like Peptide 1 Receptor Agonists in Patients with Hemoglobin A1c of 9% or Greater. J Pharm Pract 2023; 36:1125-1133. [PMID: 35427194 DOI: 10.1177/08971900221087933] [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] [Indexed: 11/15/2022]
Abstract
Background: Glucagon-like peptide-1 receptor agonists (GLP-1 agonists) are effective hemoglobin A1c (HbA1c) and weight-lowering agents. The treatment effect is unknown in patients with HbA1c of 9% or greater. Objective: The purpose of this study was to evaluate glycemic control and weight loss after adding a GLP-1 agonist in patients with a baseline HbA1c of 9% (75 mmol/mol) or greater. Methods: A single-health system retrospective chart review screened adults with type 2 diabetes mellitus with a baseline hemoglobin A1c of 9% (75 mmol/mol) or greater and were prescribed a GLP-1 agonist for eligibility. The primary outcome assessed was the change in HbA1c from baseline to the first HbA1c check. Secondary outcomes included change in weight (kg) from baseline to the first HbA1c check. Results: Three hundred sixty-two patients were screened of which 151 (41.7%) were included in the final analysis. The mean change in HbA1c from baseline to first HbA1c check for all participants was -2.1% (95% CI: -2.3% to -1.8%; P < .001; -23 mmol/mol [95% CI: -25 to -20 mmol/mol]). The mean change in weight from baseline to first HbA1c check was -2.0 kg (95% CI: -2.6 kg to -1.4 kg; P < .001). Conclusion: In patients with type 2 diabetes mellitus with a baseline HbA1c ≥ 9%, GLP-1 agonist initiation resulted in a significant reduction of both HbA1c and weight compared to baseline. Large, prospective, multisite studies are needed to confirm findings of this retrospective study.
Collapse
Affiliation(s)
- Victor Tran
- Legacy Emanuel Medical Center, Portland, OR, USA
| | - Henry Tran
- Legacy Research Institute, Portland, OR, USA
| | | | | |
Collapse
|
8
|
Dambha-Miller H, Hounkpatin HO, Stuart B, Farmer A, Griffin S. Type 2 diabetes remission trajectories and variation in risk of diabetes complications: A population-based cohort study. PLoS One 2023; 18:e0290791. [PMID: 37643199 PMCID: PMC10464964 DOI: 10.1371/journal.pone.0290791] [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: 02/23/2023] [Accepted: 08/16/2023] [Indexed: 08/31/2023] Open
Abstract
Biochemical remission of type 2 diabetes is achievable through dietary changes, physical activity and subsequent weight loss. We aim to identify distinct diabetes remission trajectories in a large population-based cohort over seven-years follow-up and to examine associations between remission trajectories and diabetes complications. Group-based trajectory modelling examined longitudinal patterns of HbA1c level (adjusting for remission status) over time. Multivariable Cox models quantified the association between each remission trajectory and microvascular complications, macrovascular complications, cardiovascular (CVD) events and all-cause mortality. Four groups were assigned. Group 1 (8,112 [13.5%]; achieving HbA1c <48 mmol/mol (6.5%) followed by increasing HbA1c levels); Group 2 (6,369 [10.6%]; decreasing HbA1c levels >48 mmol/mol (6.5%)); Group 3 (36,557 [60.6%]; stable high HbA1c levels); Group 4 (9,249 [15.3%]; stable low HbA1c levels (<48mmol/mol or <6.5%)). Compared to Group 3, Groups 1 and 4 had lower risk of microvascular complications (aHRs (95% CI): 0.65 (0.61-0.70), p-value <0.001;0.59 (0.55-0.64) p-value<0.001, respectively)), macrovascular complications (aHRs (95% CI): 0.83 (0.75-0.92), p-value<0.001; 0.66 (0.61-0.71), p-value<0.001) and CVD events (aHRs (95% CI): 0.74(0.67-0.83), p-value<0.001; 0.67(0.61-0.73), p-vlaue<0.001). Risk of CVD outcomes were similar for Groups 2 and 3. Compared to Group 3, Group 1 (aHR: 0.82(95% CI: 0.76-0.89)) had lower risk of mortality, but Group 4 had higher risk of mortality (aHR: 1.11(95% CI: 1.03-1.19)). Risk of CVD outcomes vary by pattern of remission over time, with lowest risk for those in remission longer. People who achieve remission, even for shorter periods of time, continue to benefit from this lower exposure to hyperglycaemia, which may, in turn, lower the risk of CVD outcomes including mortality.
Collapse
Affiliation(s)
- Hajira Dambha-Miller
- Primary Care Research Centre, School of Primary Care Population Sciences and Medical Education, University of Southampton, Southampton, England
| | - Hilda O. Hounkpatin
- Primary Care Research Centre, School of Primary Care Population Sciences and Medical Education, University of Southampton, Southampton, England
| | - Beth Stuart
- Primary Care Research Centre, School of Primary Care Population Sciences and Medical Education, University of Southampton, Southampton, England
| | - Andrew Farmer
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, England
| | - Simon Griffin
- Department of Public Health and Primary Care, School of Clinical Medicine, University of Cambridge, Cambridge, England
- MRC Epidemiology Unit, School of Clinical Medicine, University of Cambridge, Cambridge, England
| |
Collapse
|
9
|
Adam CA, Marcu DTM, Mitu O, Roca M, Aursulesei Onofrei V, Zabara ML, Tribuș LC, Cumpăt C, Crișan Dabija R, Mitu F. Old and Novel Predictors for Cardiovascular Risk in Diabetic Foot Syndrome—A Narrative Review. APPLIED SCIENCES 2023; 13:5990. [DOI: 10.3390/app13105990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/17/2024]
Abstract
Diabetic foot syndrome (DFS) is a complication associated with diabetes that has a strong negative impact, both medically and socio-economically. Recent epidemiological data show that one in six patients with diabetes will develop an ulcer in their lifetime. Vascular complications associated with diabetic foot have multiple prognostic implications in addition to limiting functional status and leading to decreased quality of life for these patients. We searched the electronic databases of PubMed, MEDLINE and EMBASE for studies that evaluated the role of DFS as a cardiovascular risk factor through the pathophysiological mechanisms involved, in particular the inflammatory ones and the associated metabolic changes. In the era of evidence-based medicine, the management of these cases in multidisciplinary teams of “cardio-diabetologists” prevents the occurrence of long-term disabling complications and has prognostic value for cardiovascular morbidity and mortality among diabetic patients. Identifying artificial-intelligence-based cardiovascular risk prediction models or conducting extensive clinical trials on gene therapy or potential therapeutic targets promoted by in vitro studies represent future research directions with a modulating role on the risk of morbidity and mortality in patients with DFS.
Collapse
Affiliation(s)
- Cristina Andreea Adam
- Department of Medical Specialties I and III and Department of Surgical Specialties, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Clinical Rehabilitation Hospital, Cardiovascular Rehabilitation Clinic, 700661 Iasi, Romania
| | - Dragos Traian Marius Marcu
- Department of Medical Specialties I and III and Department of Surgical Specialties, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Clinical Hospital of Pneumophthisiology Iași, 700115 Iasi, Romania
| | - Ovidiu Mitu
- Department of Medical Specialties I and III and Department of Surgical Specialties, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- “St. Spiridon” Clinical Emergency Hospital, 700111 Iasi, Romania
| | - Mihai Roca
- Department of Medical Specialties I and III and Department of Surgical Specialties, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Clinical Rehabilitation Hospital, Cardiovascular Rehabilitation Clinic, 700661 Iasi, Romania
| | - Viviana Aursulesei Onofrei
- Department of Medical Specialties I and III and Department of Surgical Specialties, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- “St. Spiridon” Clinical Emergency Hospital, 700111 Iasi, Romania
| | - Mihai Lucian Zabara
- Department of Medical Specialties I and III and Department of Surgical Specialties, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
| | - Laura Carina Tribuș
- Department of Internal Medicine, Faculty of Dentistry, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania
- Department of Internal Medicine, Ilfov County Emergency Hospital, 022104 Bucharest, Romania
| | - Carmen Cumpăt
- Department of Medical Specialties I and III and Department of Surgical Specialties, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Department of Management, “Alexandru Ioan Cuza” University, 700506 Iasi, Romania
| | - Radu Crișan Dabija
- Department of Medical Specialties I and III and Department of Surgical Specialties, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Clinical Hospital of Pneumophthisiology Iași, 700115 Iasi, Romania
| | - Florin Mitu
- Department of Medical Specialties I and III and Department of Surgical Specialties, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Clinical Hospital of Pneumophthisiology Iași, 700115 Iasi, Romania
- Academy of Medical Sciences, 030167 Bucharest, Romania
- Academy of Romanian Scientists, 700050 Iasi, Romania
| |
Collapse
|
10
|
Shakiba M, Nazemipour M, Mansournia N, Mansournia MA. Protective effect of intensive glucose lowering therapy on all-cause mortality, adjusted for treatment switching using G-estimation method, the ACCORD trial. Sci Rep 2023; 13:5833. [PMID: 37037931 PMCID: PMC10086045 DOI: 10.1038/s41598-023-32855-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 04/03/2023] [Indexed: 04/12/2023] Open
Abstract
Previous analysis of the action to control cardiovascular risk in diabetes showed an increased risk of mortality among patients receiving intensive glucose lowering therapy using conventional regression method with intention to treat approach. This method is biased when time-varying confounder is affected by the previous treatment. We used 15 follow-up visits of ACCORD trial to compare the effect of time-varying intensive vs. standard treatment of glucose lowering drugs on cardiovascular and mortality outcomes in diabetic patients. The treatment effect was estimated using G-estimation and compared with accelerated failure time model using two modeling strategies. The first model adjusted for baseline confounders and the second adjusted for both baseline and time-varying confounders. While the hazard ratio of all-cause mortality for intensive compared to standard therapy in AFT model adjusted for baseline confounders was 1.17 (95% CI 1.01-1.36), the result of time-dependent AFT model was compatible with both protective and risk effects. However, the hazard ratio estimated by G-estimation was 0.64 (95% CI 0.39-0.92). The results of this study revealed a protective effect of intensive therapy on all-cause mortality compared with standard therapy in ACCORD trial.
Collapse
Affiliation(s)
- Maryam Shakiba
- Cardiovascular Diseases Research Center, Guilan University of Medical Sciences, Rasht, Iran
- Department of Biostatistics and Epidemiology, School of Health, Guilan University of Medical Sciences, Rasht, Iran
| | - Maryam Nazemipour
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, PO Box: 14155-6446, Tehran, Iran
| | - Nasrin Mansournia
- Department of Endocrinology, AJA University of Medical Sciences, Tehran, Iran
| | - Mohammad Ali Mansournia
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, PO Box: 14155-6446, Tehran, Iran.
| |
Collapse
|
11
|
Page-Reeves J, Murray-Krezan C, Burge MR, Mishra SI, Regino L, Bleecker M, Perez D, McGrew HC, Bearer EL, Erhardt E. A patient-centered comparative effectiveness research study of culturally appropriate options for diabetes self-management. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.01.31.23285236. [PMID: 36778329 PMCID: PMC9915824 DOI: 10.1101/2023.01.31.23285236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
This project compared the effectiveness of two evidence-based models of culturally competent diabetes health promotion: The Diabetes Self-Management Support Empowerment Model (DSMS), and The Chronic Care Model (CCM). Our primary outcome was improvement in patient capacity for diabetes self-management as measured by the Diabetes Knowledge Questionnaire (DKQ) and the Patient Activation Measure (PAM). Our secondary outcome was patient success at diabetes self-management as measured by improvement in A1c, depression sores using the PHQ-9, and Body Mass Index (BMI). We also gathered data on the cultural competence of the program using the Consumer Assessment of Healthcare Providers and Systems Cultural Competence Set (CAHPS-CC). We compared patient outcomes in two existing sites in Albuquerque, New Mexico that serve a large population of Latino diabetes patients from low-income households. Participants were enrolled as dyads-a patient participant (n=226) and a social support participant (n=226). Outcomes over time and by program were analyzed using longitudinal linear mixed modeling, adjusted for patient participant demographic characteristics and other potential confounding covariates. Secondary outcomes were also adjusted for potential confounders. Interactions with both time and program helped to assess outcomes. This study did not find a difference between the two sites with respect to the primary outcome measures and only one of the three secondary outcomes showed differential results. The main difference between programs was that depression decreased more for CCM than for DSMS. An exploratory, subgroup analysis revealed that at CCM, patient participants with a very high A1c (>10) demonstrated a clinically meaningful decrease. However, given the higher cultural competence rating for the CCM, statistically significant improvement in depression, and the importance of social support to the patients, results suggest that a culturally and contextually situated diabetes self-management and education program design may deliver benefit for patients, especially for patients with higher A1c levels.
Collapse
Affiliation(s)
- Janet Page-Reeves
- Department of Family & Community Medicine, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA
- Office for Community Health, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA
| | - Cristina Murray-Krezan
- Department of Medicine, Division of General Internal Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | - Shiraz I. Mishra
- Department of Family & Community Medicine, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA
- Department of Pediatrics, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA
| | - Lidia Regino
- Office for Community Health, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA
| | - Molly Bleecker
- Office for Community Health, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA
| | - Daniel Perez
- Office for Community Health, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA
| | | | - Elaine L. Bearer
- Department of Pathology, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA
| | - Erik Erhardt
- Department of Mathematics and Statistics, University of New Mexico, Albuquerque, New Mexico, USA
| |
Collapse
|
12
|
Tan JK, Lim GH, Mohamed Salim NN, Chia SY, Thumboo J, Bee YM. Associations Between Mean HbA1c, HbA1c Variability, and Both Mortality and Macrovascular Complications in Patients with Diabetes Mellitus: A Registry-Based Cohort Study. Clin Epidemiol 2023; 15:137-149. [PMID: 36721457 PMCID: PMC9884453 DOI: 10.2147/clep.s391749] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 01/20/2023] [Indexed: 01/27/2023] Open
Abstract
Background We investigate the association between mean HbA1c, HbA1c variability, and all-cause mortality and diabetes-related macrovascular complications in patients with diabetes. Methods We performed a retrospective cohort study using patients present in the Singapore Health Services diabetes registry (SDR) during 2013 to 2014. We assessed mean HbA1c using three models: a baseline mean HbA1c for 2013-14, the mean across the whole follow-up period, and a time-varying yearly updated mean. We assessed HbA1c variability at baseline using the patient's HbA1c variability score (HVS) for 2013-14. The association between mean HbA1c, HVS, and 6 outcomes were assessed using Cox proportional hazard models. Results We included 43,837-53,934 individuals in the analysis; 99.3% had type 2 diabetes mellitus. The data showed a J-shaped distribution in adjusted hazard ratios (HRs) for all-cause mortality, ischemic heart disease, acute myocardial infarction, peripheral arterial disease, and ischemic stroke, with an increased risk of developing these outcomes at HbA1c <6% (42 mmol/mol) and ≥8% (64 mmol/mol). With the addition of HVS, the J-shaped distribution was maintained for the above outcomes, but HRs were greater at HbA1c <6.0% (42 mmol/mol) and reduced at HbA1c ≥8.0% (64 mmol/mol) when compared to models without HVS. The risk for all outcomes increased substantially with increasing glycaemic variability. Conclusion Both low (<6.0% [42 mmol/mol]) and high (≥8.0% [64 mmol/mol]) levels of glycaemic control are associated with increased all-cause mortality and diabetes-related macrovascular complications. Glycaemic variability is independently associated with increased risk for these outcomes. Therefore, patients with stable glycaemic level of 6-8% (42-64mmol/mol) are at lowest risk of all-cause mortality and diabetes-related macrovascular complications.
Collapse
Affiliation(s)
- Joshua Kuan Tan
- Health Services Research Unit, Singapore General Hospital, Singapore, 169608, Singapore
| | - Gek Hsiang Lim
- Health Services Research Unit, Singapore General Hospital, Singapore, 169608, Singapore
| | | | - Sing Yi Chia
- Health Services Research Unit, Singapore General Hospital, Singapore, 169608, Singapore
| | - Julian Thumboo
- Health Services Research Unit, Singapore General Hospital, Singapore, 169608, Singapore
| | - Yong Mong Bee
- Department of Endocrinology, Singapore General Hospital, Singapore, 169608, Singapore,Correspondence: Yong Mong Bee, Department of Endocrinology, Singapore General Hospital, Singapore, 169608, Singapore, Tel +65 6321 3753, Email
| |
Collapse
|
13
|
Wan EYF, Yu EYT, Mak IL, Youn HM, Chan KS, Chan EWY, Wong ICK, Lam CLK. Diabetes with poor-control HbA1c is cardiovascular disease 'risk equivalent' for mortality: UK Biobank and Hong Kong population-based cohort study. BMJ Open Diabetes Res Care 2023; 11:e003075. [PMID: 36634978 PMCID: PMC9843200 DOI: 10.1136/bmjdrc-2022-003075] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Accepted: 12/10/2022] [Indexed: 01/14/2023] Open
Abstract
INTRODUCTION Type 2 diabetes mellitus (T2DM) has traditionally been considered a coronary heart disease 'risk equivalent' for future mortality, but significant heterogeneity exists across people with T2DM. This study aims to determine the risk of all-cause mortality of patients with cardiovascular disease (CVD) and T2DM in UK and Hong Kong, with stratifications for hemoglobin A1 (HbA1c) concentrations, compared with those without CVD and diabetes mellitus. RESEARCH DESIGN AND METHODS This is a retrospective cohort study of 3 839 391 adults from Hong Kong and a prospective cohort study of 497 779 adults from the UK Biobank. Individuals were divided into seven disease groups: (1) no T2DM and CVD, (2) T2DM only with HbA1c <7%, (3) T2DM only with HbA1c 7%-7.9%, (4) T2DM only with HbA1c 8%-8.9%, (5) T2DM only with HbA1c ≥9%, (6) CVD only, and (7) T2DM and CVD. Differences in all-cause mortality between groups were examined using Cox regression. RESULTS After around 10 years of median follow-up, 423 818 and 19 844 deaths were identified in the Hong Kong cohort and UK Biobank, respectively. Compared with individuals without T2DM and CVD, the adjusted HR for all-cause mortality in the other six disease groups for the Hong Kong cohort was 1.25 (95% CI 1.23 to 1.27) for T2DM only with HbA1c <7%, 1.21 (95% CI 1.19 to 1.23) for T2DM only with HbA1c 7%-7.9%, 1.36 (95% CI 1.33 to 1.39) for T2DM only with HbA1c 8%-8.9%, 1.82 (95% CI 1.78 to 1.85) for T2DM only with HbA1c ≥9%, 1.37 (95% CI 1.36 to 1.38) for CVD only, and 1.83 (95% CI 1.81 to 1.85) for T2DM and CVD, and for the UK Biobank the HR was 1.45 (95% CI 1.33 to 1.58), 1.50 (95% CI 1.32 to 1.70), 1.72 (95% CI 1.43 to 2.08), 2.51 (95% CI 2.05 to 3.08), 1.67 (95% CI 1.59 to 1.75) and 2.62 (95% CI 2.42 to 2.83), respectively. This indicates that patients with T2DM had an increased risk of mortality compared with those without T2DM and CVD, and in those with HbA1c ≥9% an even higher risk than people with CVD. CONCLUSIONS Patients with T2DM with poor HbA1c control (8%-8.9% and ≥9%) were associated with similar and higher risk of mortality compared with patients with CVD, respectively. Optimal HbA1c, controlled for risk reduction and prevention of mortality and complications in diabetes management, remains important.
Collapse
Affiliation(s)
- Eric Yuk Fai Wan
- Department of Family Medicine and Primary Care, The University of Hong Kong, Hong Kong, Hong Kong
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, The University of Hong Kong, Hong Kong, Hong Kong
- Laboratory of Data Discovery for Health (D24H), Hong Kong, Hong Kong
| | - Esther Yee Tak Yu
- Department of Family Medicine and Primary Care, The University of Hong Kong, Hong Kong, Hong Kong
| | - Ivy Lynn Mak
- Department of Family Medicine and Primary Care, The University of Hong Kong, Hong Kong, Hong Kong
| | - Hin Moi Youn
- Department of Family Medicine and Primary Care, The University of Hong Kong, Hong Kong, Hong Kong
| | - Kam Suen Chan
- Department of Family Medicine and Primary Care, The University of Hong Kong, Hong Kong, Hong Kong
| | - Esther W Y Chan
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, The University of Hong Kong, Hong Kong, Hong Kong
- Laboratory of Data Discovery for Health (D24H), Hong Kong, Hong Kong
- Department of Pharmacy, The University of Hong Kong-Shenzhen Hospital, Shenzhen, People's Republic of China
- The University of Hong Kong Shenzhen Institute of Research and Innovation, Shenzhen, People's Republic of China
| | - Ian C K Wong
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, The University of Hong Kong, Hong Kong, Hong Kong
- Laboratory of Data Discovery for Health (D24H), Hong Kong, Hong Kong
- Department of Pharmacy, The University of Hong Kong-Shenzhen Hospital, Shenzhen, People's Republic of China
- Research Department of Practice and Policy, School of Pharmacy, University College London, London, UK
| | - Cindy Lo Kuen Lam
- Department of Family Medicine and Primary Care, The University of Hong Kong, Hong Kong, Hong Kong
- Department of Family Medicine, The University of Hong Kong Shenzhen Hospital, Shenzhen, People's Republic of China
| |
Collapse
|
14
|
Semporé WY, Hersant J, Ramondou P, Hamel JF, Abraham P, Henni S. Exercise Oximetry Correlates Better With Exercise-Induced Lactate Increase, than Ankle Brachial Index or Walking Time, in Vascular Claudicants. Angiology 2022; 74:526-535. [PMID: 35816616 DOI: 10.1177/00033197221112132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
In claudication, the correlation between walking-induced biomarkers and indices of clinical severity (e.g., walking distance or ankle brachial index (ABI)), is fair. We hypothesized that a correlation would be observed between the clinical estimation of ischemia severity with exercise transcutaneous oximetry (Ex-TcpO2) and lactate increase. A prospective study was performed among 377 patients with arterial claudication. We recorded age, sex, ABI, body mass index (BMI), systolic arterial blood pressure (SBP), and glycemia. Capillary blood lactate was measured at rest and 3 min after a constant load treadmill test. We recorded maximum walking time (MWT), heart rate (HRmax), the sum of minimal decrease from oxygen values for buttocks, thighs and calves Ex-TcpO2 (DROPmin), as well as the amplitude of chest-TcpO2 decrease. A multilinear regression model was used to assess the variables associated with lactate increase. BMI, SBP, HRmax, the amplitude of decrease in chest-TcpO2 and DROPmin, but not age, sex, ABI, MWT, diabetes mellitus nor glycemia, were significantly associated to lactate increase in the model. Because it accounts for the severity and diffusion of lower-limb exercise-induced ischemia and detects exercise induced hypoxemia, TcpO2 may be preferable to ABI or MWT to estimate the metabolic consequences of walking in claudicants.
Collapse
Affiliation(s)
- Wendsèndaté Yves Semporé
- 307960Centre MURAZ, National Institute of Public Health, Bobo Dioulasso, Burkina Faso.,MitoVasc Institute UMR CNRS 6015 / INSERM 1083, Angers, France
| | - Jeanne Hersant
- MitoVasc Institute UMR CNRS 6015 / INSERM 1083, Angers, France.,Vascular Medicine, 551564University Hospital of Angers, Pays de la Loire, France
| | - Pierre Ramondou
- MitoVasc Institute UMR CNRS 6015 / INSERM 1083, Angers, France.,Vascular Medicine, 551564University Hospital of Angers, Pays de la Loire, France
| | - Jean François Hamel
- Department of Biostatistics, 26966University Hospital of Angers, Pays de la Loire, France
| | - Pierre Abraham
- MitoVasc Institute UMR CNRS 6015 / INSERM 1083, Angers, France.,Vascular Medicine, 551564University Hospital of Angers, Pays de la Loire, France.,Sports Medicine, 26966University Hospital of Angers, Pays de la Loire, France
| | - Samir Henni
- Vascular Medicine, 551564University Hospital of Angers, Pays de la Loire, France
| |
Collapse
|
15
|
Whyte MB, Joy M, Hinton W, McGovern A, Hoang U, van Vlymen J, Ferreira F, Mount J, Munro N, de Lusignan S. Early and ongoing stable glycaemic control is associated with a reduction in major adverse cardiovascular events in people with type 2 diabetes: A primary care cohort study. Diabetes Obes Metab 2022; 24:1310-1318. [PMID: 35373891 PMCID: PMC9320871 DOI: 10.1111/dom.14705] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2021] [Revised: 03/11/2022] [Accepted: 03/30/2022] [Indexed: 12/22/2022]
Abstract
AIM To determine whether achieving early glycaemic control, and any subsequent glycaemic variability, was associated with any change in the risk of major adverse cardiovascular events (MACE). MATERIALS AND METHODS A retrospective cohort analysis from the Oxford-Royal College of General Practitioners Research and Surveillance Centre database-a large, English primary care network-was conducted. We followed newly diagnosed patients with type 2 diabetes, on or after 1 January 2005, aged 25 years or older at diagnosis, with HbA1c measurements at both diagnosis and after 1 year, plus five or more measurements of HbA1c thereafter. Three glycaemic bands were created: groups A (HbA1c < 58 mmol/mol [<7.5%]), B (HbA1c ≥ 58 to 75 mmol/mol [7.5%-9.0%]) and C (HbA1c ≥ 75 mmol/mol [≥9.0%]). Movement between bands was determined from diagnosis to 1 year. Additionally, for data after the first 12 months, a glycaemic variability score was calculated from the number of successive HbA1c readings differing by 0.5% or higher (≥5.5 mmol/mol). Risk of MACE from 1 year postdiagnosis was assessed using time-varying Cox proportional hazards models, which included the first-year transition and the glycaemic variability score. RESULTS From 26 180 patients, there were 2300 MACE. Compared with group A->A transition over 1 year, those with C->A transition had a reduced risk of MACE (HR 0.75; 95% CI 0.60-0.94; P = .014), whereas group C->C had HR 1.21 (0.81-1.81; P = .34). Compared with the lowest glycaemic variability score, the greatest variability increased the risk of MACE (HR 1.51; 1.11-2.06; P = .0096). CONCLUSION Early control of HbA1c improved cardiovascular outcomes in type 2 diabetes, although subsequent glycaemic variability had a negative effect on an individual's risk.
Collapse
Affiliation(s)
- Martin B. Whyte
- Department of Clinical and Experimental MedicineUniversity of SurreyGuildfordUK
| | - Mark Joy
- Nuffield Department of Primary Care Health SciencesUniversity of OxfordOxfordUK
| | - William Hinton
- Department of Clinical and Experimental MedicineUniversity of SurreyGuildfordUK
- Nuffield Department of Primary Care Health SciencesUniversity of OxfordOxfordUK
| | - Andrew McGovern
- Department of Clinical and Experimental MedicineUniversity of SurreyGuildfordUK
| | - Uy Hoang
- Department of Clinical and Experimental MedicineUniversity of SurreyGuildfordUK
| | - Jeremy van Vlymen
- Department of Clinical and Experimental MedicineUniversity of SurreyGuildfordUK
| | - Filipa Ferreira
- Nuffield Department of Primary Care Health SciencesUniversity of OxfordOxfordUK
| | | | - Neil Munro
- Department of Clinical and Experimental MedicineUniversity of SurreyGuildfordUK
| | - Simon de Lusignan
- Department of Clinical and Experimental MedicineUniversity of SurreyGuildfordUK
- Nuffield Department of Primary Care Health SciencesUniversity of OxfordOxfordUK
| |
Collapse
|
16
|
Crabtree T, Ogendo JJ, Vinogradova Y, Gordon J, Idris I. Intensive glycemic control and macrovascular, microvascular, hypoglycemia complications and mortality in older (age ≥60years) or frail adults with type 2 diabetes: a systematic review and meta-analysis from randomized controlled trial and observation studies. Expert Rev Endocrinol Metab 2022; 17:255-267. [PMID: 35614863 DOI: 10.1080/17446651.2022.2079495] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 05/16/2022] [Indexed: 02/06/2023]
Abstract
INTRODUCTION Guidelines for type 2 diabetes (T2D) recommend individualized HbA1c targets to take into account patient age or frailty. We synthesized evidence from randomized controlled trials and observational studies for intensive glycemic control (HbA1c target ≤58 mmol/mol) versus standard care, in elderly (age ≥60 years) or frail adults with T2D. METHODS Searches were performed utilizing recognized terms for T2D, frailty, older age, and HbA1c control and outcomes of interest. Meta-analysis was performed where possible. Primary outcomes included all-cause mortality, severe hypoglycemia, and hospital admission rates. Vascular complications, cognitive decline, and falls/fractures were secondary outcomes. RESULTS 7,528 studies were identified of which 15 different clinical studies were selected. No difference was noted in all-cause mortality with intensive control (pooled hazard ratio 0.96, 95% confidence interval 0.90-1.03), but risk of severe hypoglycemia increased (2.45, 2.22-2.72). Intensive control was associated reductions in microvascular (0.73, 0.68-0.79) and macrovascular complications (0.84, 0.79-0.89). Outcome data for risk of hospitalization, cognition, and falls/fractures were limited. CONCLUSION Intensive glycemic control was associated with reduced rates of complications but increased severe hypoglycemia. Significant heterogeneity exists and the impact of different drug regimens is unclear. Caution is needed when setting glycemic targets in elderly or frail individuals.
Collapse
Affiliation(s)
- Thomas Crabtree
- Department of Endocrinology and Diabetes, University Hospitals Derby and Burton NHS Foundation Trust, Derby, UK
- Division of Graduate Entry Medicine and Health Sciences, University of Nottingham, Nottingham, UK
| | - Jael-Joy Ogendo
- Division of Graduate Entry Medicine and Health Sciences, University of Nottingham, Nottingham, UK
| | - Yana Vinogradova
- Division of Primary Care, University of Nottingham, Nottingham, UK
| | - Jason Gordon
- Division of Graduate Entry Medicine and Health Sciences, University of Nottingham, Nottingham, UK
- Health Economic Outcomes Research, Birmingham, UK
| | - Iskandar Idris
- Department of Endocrinology and Diabetes, University Hospitals Derby and Burton NHS Foundation Trust, Derby, UK
- Division of Graduate Entry Medicine and Health Sciences, University of Nottingham, Nottingham, UK
- Arthritis Centre for Musculoskeletal Ageing Research, University of Nottingham, NIHR, Nottingham BRC, University of Nottingham, UK
| |
Collapse
|
17
|
Balintescu A, Lind M, Franko MA, Oldner A, Cronhjort M, Svensson AM, Eliasson B, Mårtensson J. Glycemic Control and Risk of Sepsis and Subsequent Mortality in Type 2 Diabetes. Diabetes Care 2022; 45:127-133. [PMID: 34716212 DOI: 10.2337/dc21-1050] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Accepted: 10/02/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To investigate the nature of the relationship between HbA1c and sepsis among individuals with type 2 diabetes, and to assess the association between sepsis and all-cause mortality in such patients. RESEARCH DESIGN AND METHODS We included 502,871 individuals with type 2 diabetes recorded in the Swedish National Diabetes Register and used multivariable Cox regression and restricted cubic spline analyses to assess the association between time-updated HbA1c values and sepsis occurrence between 1 January 2005 and 31 December 2015. The association between sepsis and death was examined using multivariable Cox regression analysis. RESULTS Overall, 14,534 (2.9%) patients developed sepsis during the study period. On multivariable Cox regression analysis, compared with an HbA1c of 48-52 mmol/mol (6.5-6.9%), the adjusted hazard ratio for sepsis was 1.15 (95% CI 1.07-1.24) for HbA1c <43 mmol/mol (6.1%), 0.93 (0.87-0.99) for HbA1c 53-62 mmol/mol (7.0-7.8%), 1.05 (0.97-1.13) for HbA1c 63-72 mmol/mol (7.9-8.7%), 1.14 (1.04-1.25) for HbA1c 73-82 mmol/mol (8.8-9.7%), and 1.52 (1.37-1.68) for HbA1c >82 mmol/mol (9.7%). In the cubic spline model, a reduction of the adjusted risk was observed within the lower HbA1c range until 53 mmol/mol (7.0%), with a hazard ratio of 0.78 (0.73-0.82) per SD; it increased thereafter (P for nonlinearity <0.001). As compared with patients without sepsis, the adjusted hazard ratio for death among patients with sepsis was 4.16 (4.03-4.30). CONCLUSIONS In a nationwide cohort of individuals with type 2 diabetes, we found a U-shaped association between HbA1c and sepsis and a fourfold increased risk of death among those developing sepsis.
Collapse
Affiliation(s)
- Anca Balintescu
- 1Section of Anaesthesia and Intensive Care, Department of Clinical Science and Education, South General Hospital, Karolinska Institute, Stockholm, Sweden
| | - Marcus Lind
- 2Department of Molecular and Clinical Medicine, University of Gothenburg, Gothenburg, Sweden.,3Department of Medicine, NU Hospital Group, Uddevalla, Sweden
| | - Mikael Andersson Franko
- 1Section of Anaesthesia and Intensive Care, Department of Clinical Science and Education, South General Hospital, Karolinska Institute, Stockholm, Sweden
| | - Anders Oldner
- 4Department of Perioperative Medicine and Intensive Care, Karolinska University Hospital, Stockholm, Sweden.,5Section of Anaesthesia and Intensive Care, Department of Physiology and Pharmacology, Karolinska Institute, Stockholm, Sweden
| | - Maria Cronhjort
- 1Section of Anaesthesia and Intensive Care, Department of Clinical Science and Education, South General Hospital, Karolinska Institute, Stockholm, Sweden
| | - Ann-Marie Svensson
- 2Department of Molecular and Clinical Medicine, University of Gothenburg, Gothenburg, Sweden.,6Swedish National Diabetes Register, Västra Götalandsregionen, Gothenburg, Sweden
| | - Björn Eliasson
- 2Department of Molecular and Clinical Medicine, University of Gothenburg, Gothenburg, Sweden
| | - Johan Mårtensson
- 4Department of Perioperative Medicine and Intensive Care, Karolinska University Hospital, Stockholm, Sweden.,5Section of Anaesthesia and Intensive Care, Department of Physiology and Pharmacology, Karolinska Institute, Stockholm, Sweden
| |
Collapse
|
18
|
Qian J, Wang W, Wang L, Lu J, Zhang L, Zhang B, Wang S, Nie W, Zhang Y, Lou Y, Han B. The Survival Benefit for Optimal Glycemic Control in Advanced Non-Small Cell Lung Cancer Patients With Preexisting Diabetes Mellitus. Front Oncol 2021; 11:745150. [PMID: 34868942 PMCID: PMC8635102 DOI: 10.3389/fonc.2021.745150] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Accepted: 10/25/2021] [Indexed: 12/17/2022] Open
Abstract
Background Diabetes mellitus (DM) is a frequent comorbidity in patients with cancer. This study aimed to evaluate the prognosis of advanced non-small cell lung cancer (NSCLC) patients with DM and to assess whether an optimal glycemic control improves overall survival (OS). Methods A total of 1279 advanced NSCLC patients including 300 (23.5%) with preexisting DM were retrospectively reviewed. The continuous relationship between glycated hemoglobin A1C (HbA1c) level and OS was analyzed by restricted cubic spline (RCS) function. Optimal HbA1c cut-off point was determined using X-tile analysis. Survival was analyzed with the Kaplan–Meier method and compared among groups stratified by diabetes status and HbA1c. Multivariable Cox proportional hazards regression analysis was employed to identify prognostic factors for OS after adjusting for baseline characteristics. Results DM and non-DM patients had similar OS (median (95% CI): 22.85 (20.05-26.73) vs. 22.22 (20.35-24.76) months, P=0.950). The multivariate Cox regression analyses showed that DM status was not a prognostic factor for OS (HR: 0.952, 95% CI: 0.808-1.122, P=0.559). However, there existed a non-linear but generally positive relationship between the elevated HbA1c level and increased risk of overall mortality. HbA1c > 6.6% was a negative prognostic factor for OS (HR: 1.593, 95% CI: 1.113-2.280, P=0.011). The median OS (95% CI) for nondiabetic patients, DM patients with HbA1c ≤6.6% and those with HbA1c > 6.6% was 22.22 (20.01-24.43), 25.28 (21.79-28.77) and 15.45 (7.57-23.33) months, respectively. Well-controlled DM patients had a comparable crude OS (HR (95% CI): 0.90 (0.76-1.08), P=0.273] compared to nondiabetic patients while patients with HbA1c>6.6% had a worse crude OS than patients without DM (HR (95% CI): 1.70 (1.24-2.34), P=0.001]. The survival benefit of good HbA1c control was prominent in all subgroups. Conclusion Impaired glycemic level negatively affects survival for patients with advanced NSCLC while proper glycemic control with HbA1c ≤6.6% improves the OS.
Collapse
Affiliation(s)
- Jie Qian
- Department of Emergency Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Weimin Wang
- Department of Pulmonary Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.,Department of Pulmonary Function, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Lin Wang
- Department of Laboratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Jun Lu
- Department of Pulmonary Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Lele Zhang
- Department of Pulmonary Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Bo Zhang
- Department of Pulmonary Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Shuyuan Wang
- Department of Pulmonary Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Wei Nie
- Department of Pulmonary Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Yanwei Zhang
- Department of Pulmonary Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Yuqing Lou
- Department of Pulmonary Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Baohui Han
- Department of Pulmonary Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| |
Collapse
|
19
|
Sinning C, Makarova N, Völzke H, Schnabel RB, Ojeda F, Dörr M, Felix SB, Koenig W, Peters A, Rathmann W, Schöttker B, Brenner H, Veronesi G, Cesana G, Brambilla P, Palosaari T, Kuulasmaa K, Njølstad I, Mathiesen EB, Wilsgaard T, Blankenberg S, Söderberg S, Ferrario MM, Thorand B. Association of glycated hemoglobin A 1c levels with cardiovascular outcomes in the general population: results from the BiomarCaRE (Biomarker for Cardiovascular Risk Assessment in Europe) consortium. Cardiovasc Diabetol 2021; 20:223. [PMID: 34781939 PMCID: PMC8594211 DOI: 10.1186/s12933-021-01413-4] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Accepted: 11/04/2021] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Biomarkers may contribute to improved cardiovascular risk estimation. Glycated hemoglobin A1c (HbA1c) is used to monitor the quality of diabetes treatment. Its strength of association with cardiovascular outcomes in the general population remains uncertain. This study aims to assess the association of HbA1c with cardiovascular outcomes in the general population. METHODS Data from six prospective population-based cohort studies across Europe comprising 36,180 participants were analyzed. HbA1c was evaluated in conjunction with classical cardiovascular risk factors (CVRFs) for association with cardiovascular mortality, cardiovascular disease (CVD) incidence, and overall mortality in subjects without diabetes (N = 32,496) and with diabetes (N = 3684). RESULTS Kaplan-Meier curves showed higher event rates with increasing HbA1c levels (log-rank-test: p < 0.001). Cox regression analysis revealed significant associations between HbA1c (in mmol/mol) in the total study population and the examined outcomes. Thus, a hazard ratio (HR) of 1.16 (95% confidence interval (CI) 1.02-1.31, p = 0.02) for cardiovascular mortality, 1.13 (95% CI 1.03-1.24, p = 0.01) for CVD incidence, and 1.09 (95% CI 1.02-1.17, p = 0.01) for overall mortality was observed per 10 mmol/mol increase in HbA1c. The association with CVD incidence and overall mortality was also observed in study participants without diabetes with increased HbA1c levels (HR 1.12; 95% CI 1.01-1.25, p = 0.04) and HR 1.10; 95% CI 1.01-1.20, p = 0.02) respectively. HbA1c cut-off values of 39.9 mmol/mol (5.8%), 36.6 mmol/mol (5.5%), and 38.8 mmol/mol (5.7%) for cardiovascular mortality, CVD incidence, and overall mortality, showed also an increased risk. CONCLUSIONS HbA1c is independently associated with cardiovascular mortality, overall mortality and cardiovascular disease in the general European population. A mostly monotonically increasing relationship was observed between HbA1c levels and outcomes. Elevated HbA1c levels were associated with cardiovascular disease incidence and overall mortality in participants without diabetes underlining the importance of HbA1c levels in the overall population.
Collapse
Affiliation(s)
- Christoph Sinning
- Department of Cardiology, University Heart & Vascular Center Hamburg, Martinistr. 52, 20246, Hamburg, Germany.
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany.
| | - Nataliya Makarova
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Henry Völzke
- Department of Study of Health in Pomerania/Clinical-Epidemiological Research, Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Greifswald, Greifswald, Germany
| | - Renate B Schnabel
- Department of Cardiology, University Heart & Vascular Center Hamburg, Martinistr. 52, 20246, Hamburg, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany
| | - Francisco Ojeda
- Department of Cardiology, University Heart & Vascular Center Hamburg, Martinistr. 52, 20246, Hamburg, Germany
| | - Marcus Dörr
- German Center for Cardiovascular Research (DZHK), Partner Site Greifswald, Greifswald, Germany
- Department of Internal Medicine B, University of Medicine Greifswald, Greifswald, Germany
| | - Stephan B Felix
- German Center for Cardiovascular Research (DZHK), Partner Site Greifswald, Greifswald, Germany
- Department of Internal Medicine B, University of Medicine Greifswald, Greifswald, Germany
| | - Wolfgang Koenig
- German Heart Center Munich, Technical University, Munich, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Munich Heart Alliance, Munich, Germany
- Institute of Epidemiology and Medical Biometry, University of Ulm, Ulm, Germany
| | - Annette Peters
- German Research Center for Environmental Health, Institute of Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
| | - Wolfgang Rathmann
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Institute for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany
| | - Ben Schöttker
- Division of Clinical Epidemiology and Ageing Research, German Cancer Research Center, Heidelberg, Germany
- Network Aging Research, University of Heidelberg, Heidelberg, Germany
| | - Hermann Brenner
- Division of Clinical Epidemiology and Ageing Research, German Cancer Research Center, Heidelberg, Germany
- Network Aging Research, University of Heidelberg, Heidelberg, Germany
| | - Giovanni Veronesi
- Department of Medicine and Surgery, EPIMED Research Center, University of Insubria at Varese, Varese, Italy
| | - Giancarlo Cesana
- Department of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
| | - Paolo Brambilla
- Department of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
| | - Tarja Palosaari
- Finnish Institute for Health and Welfare, Division Public Health and Welfare, Helsinki, Finland
| | - Kari Kuulasmaa
- Finnish Institute for Health and Welfare, Division Public Health and Welfare, Helsinki, Finland
| | - Inger Njølstad
- Department of Community Medicine, UiT The Arctic University of Norway, Tromsö, Norway
| | - Ellisiv Bøgeberg Mathiesen
- Brain and Circulation Research Group, UiT The Arctic University of Norway, Tromsö, Norway
- Neurological Department, University Hospital of North Norway, Tromsö, Norway
| | - Tom Wilsgaard
- Department of Community Medicine, UiT The Arctic University of Norway, Tromsö, Norway
| | - Stefan Blankenberg
- Department of Cardiology, University Heart & Vascular Center Hamburg, Martinistr. 52, 20246, Hamburg, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany
| | - Stefan Söderberg
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Marco M Ferrario
- Department of Medicine and Surgery, EPIMED Research Center, University of Insubria at Varese, Varese, Italy
| | - Barbara Thorand
- German Research Center for Environmental Health, Institute of Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
- German Center for Diabetes Research (DZD), Munich, Neuherberg, Germany
| |
Collapse
|
20
|
Wium-Andersen IK, Hengeveld EM, Rungby J, Jørgensen MB, Osler M, Wium-Andersen MK. Hemoglobin A1c-levels and subsequent risk of depression in individuals with and without diabetes. J Diabetes Complications 2021; 35:107946. [PMID: 34053797 DOI: 10.1016/j.jdiacomp.2021.107946] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 04/15/2021] [Accepted: 05/02/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND It has been suggested that long-term glycemic load as reflected in plasma levels of Glycosylated Hemoglobin, Type A1C (HbA1c) is associated with higher risk of depression, however results have been conflicting. We examined the potential association between HbA1c and risk of depression in a large population-based cohort without baseline diabetes (the Glostrup cohort) defined by either self-reported diabetes, registry diagnosis of diabetes or use of antidiabetic medication at baseline and in a national diabetes cohort (the Danish Adult Diabetes Database). METHODS A total of 16,124 middle-aged individuals from the Glostrup cohort and 93,544 patients registered in the Danish Adult Diabetes Database were followed from the first registered HbA1c measurement (1999-2014) for subsequent diagnosis of depression or use of antidepressant medication in nation-wide Danish registers. The association was analyzed using a Cox proportional hazards regression model with HbA1c on both a continuous scale using restricted cubic splines and categorized based on the groups found in the spline model. We adjusted for relevant sociodemographic and clinical variables including previous depression and tested for interaction of both gender, insulin use and diabetes type. RESULTS During follow-up, 2694 (17%) in the Glostrup cohort and 29,234 (31%) in the diabetes cohort developed depression. In the Glostrup cohort, we found an indication of a positive linear association between HbA1c and depression in women, while no clear association was found in men. In patients with diabetes, we found a U-shaped association between HbA1c and depression in both men and women with the lowest risk estimates for HbA1c levels of 58 mmol/mol (7.5%) in men and of 60 mmol/mol (7.6%) in women. When HbA1c was categorized, men with the highest HbA1c-levels had significantly elevated risk of depression (HRHbA1c>9.4 1.16 (95%CI 1.10-1.23)) after multifactorial adjustment compared to the reference group with HbA1c of 42.1-56.2 mmol/mol (6.0-7.3%). Women in the lowest and highest category of HbA1c had significantly higher risk of depression HRHbA1c<6.0 1.15 (95% CI 1.09-1.22) and HRHbA1c>9.3 1.10 (95% CI 1.04-1.16), respectively, compared to the reference group with HbA1c 42.1-55.0 mmol/mol (7.2-9.3%). There was a significant interaction with gender, but no interaction for insulin use or diabetes type. CONCLUSIONS In a population without baseline diabetes, higher HbA1c levels seemed associated with higher depression risk in women, whereas a U-shaped association was found in patients with known diabetes.
Collapse
Affiliation(s)
- I K Wium-Andersen
- Psychiatric Center Copenhagen, Department O, Copenhagen, Denmark; Center for Clinical Research and Prevention, Frederiksberg Hospital, Denmark
| | - E M Hengeveld
- Center for Clinical Research and Prevention, Frederiksberg Hospital, Denmark
| | - J Rungby
- Department of Endocrinology and Copenhagen Center for Translational Research, Bispebjerg-Frederiksberg, Denmark
| | - M B Jørgensen
- Psychiatric Center Copenhagen, Department O, Copenhagen, Denmark
| | - M Osler
- Center for Clinical Research and Prevention, Frederiksberg Hospital, Denmark; Section for Epidemiology, Department of Public Health, University of Copenhagen, Denmark
| | - M K Wium-Andersen
- Center for Clinical Research and Prevention, Frederiksberg Hospital, Denmark.
| |
Collapse
|
21
|
Both high and low pre-infection glucose levels associated with increased risk for severe COVID-19: New insights from a population-based study. PLoS One 2021; 16:e0254847. [PMID: 34293038 PMCID: PMC8297851 DOI: 10.1371/journal.pone.0254847] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Accepted: 07/03/2021] [Indexed: 01/19/2023] Open
Abstract
Importance Patients with diabetes are known to be at increased risk for infections including severe coronavirus disease 2019 (COVID-19) but the relationship between COVID-19 severity and specific pre-infection glucose levels is not known. Objective To assess the differential effects of pre-infection glucose levels on the risk for severe COVID-19 amongst patients with and without diabetes. Design Population based historical cohort study. Setting National state-mandated HMO. Patients All adult patients with a positive SARS-COV2 test between March-October 2020. Exposure Recent fasting blood glucose (FBG) and glycated hemoglobin (HBA1C), age, gender, body mass index (BMI) and diagnoses of diabetes, hypertension, ischemic heart disease. Outcome Risk for severe COVID-19, defined as resulting in ≥10 hospitalization days, ICU admission or death. Results 37,121 patients with a positive SARS-COV2 test were identified; 707 defined as severe (1.9%). Unadjusted risk factors for severe disease were age (OR = 1.1 for every year increase; 95% CI 1.09–1.11, p < 0.001), male gender (OR = 1.34, 95% CI 1.06–1.68, p = 0.012); BMI (OR = 1.02 for 1 kg/m2 increase, 95% CI 1.00–1.04, p = 0.025). Controlling for these factors, we found an association between pre-infection FBG and the risk of severe COVID-19, with a differential effect in patients with and without a diagnosis of diabetes. For patients without diabetes, elevated FBG in the pre-diabetes range (106–125 mg/dl) was associated with severe COVID-19 (OR 1.55 95% CI 1.04–2.26 p = 0.027). For patients with a diagnosis of diabetes, we found a J-shaped association between pre-infection glucose control and the risk for severe COVID-19 where the lowest risk for was for patients with FBG 106–125 mg/dl; the risk increased with higher pre-infection glucose levels but strikingly also for patients with a low pre-infection FBG (<100mg/dl) or HbA1C (<5.7%). Conclusions and relevance Elevated pre-infection blood glucose is a risk factor for severe COVID-19 even in non-diabetics. For patients with a diagnosis of diabetes both high as well as low pre-infection glucose levels are risk factors for severe COVID-19. Further research is required to assess whether these associations are causal, but we believe these findings can already have clinical implications for COVID-19 risk assessment and stratification.
Collapse
|
22
|
Yap J, Anbalakan K, Tay WT, Ting D, Cheung CY, Sabanayagam C, Cheng CY, Wong TY, Yeo KK. Impact of type 2 diabetes and microvascular complications on mortality and cardiovascular outcomes in a multiethnic Asian population. BMJ Open Diabetes Res Care 2021; 9:e001413. [PMID: 34244217 PMCID: PMC8268896 DOI: 10.1136/bmjdrc-2020-001413] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Accepted: 06/17/2021] [Indexed: 12/19/2022] Open
Abstract
INTRODUCTION Diabetes mellitus is a growing public health epidemic in Asia. We examined the impact of type 2 diabetes, glycemic control and microvascular complications on mortality and cardiovascular outcomes in a multiethnic population-based cohort of Asians without prior cardiovascular disease. RESEARCH DESIGN AND METHODS This was a prospective population-based cohort study in Singapore comprising participants from the three major Asian ethnic groups: Chinese, Malays and Indians, with baseline examination in 2004-2011. Participants with type 1 diabetes and those with cardiovascular disease at baseline were excluded. Type 2 diabetes, Hemoglobin A1c (HbA1c) levels and presence of microvascular complications (diabetic retinopathy and nephropathy) were defined at baseline. The primary outcome was all-cause mortality and major adverse cardiovascular events (MACEs), defined as a composite of cardiovascular mortality, myocardial infarction, stroke and revascularization, collected using a national registry. RESULTS A total of 8541 subjects were included, of which 1890 had type 2 diabetes at baseline. Subjects were followed for a median of 6.4 (IQR 4.8-8.8) years. Diabetes was a significant predictor of mortality (adjusted HR 1.74, 95% CI 1.45 to 2.08, p<0.001) and MACE (adjusted HR 1.64, 95% CI 1.39 to 1.93, p<0.001). In those with diabetes, higher HbA1c levels were associated with increased MACE rates (adjusted HR (per 1% increase) 1.18, 95% CI 1.11 to 1.26, p<0.001) but not mortality (p=0.115). Subjects with two microvascular complications had significantly higher mortality and MACE compared with those with only either microvascular complication (adjusted p<0.05) and no microvascular complication (adjusted p<0.05). CONCLUSION Diabetes is a significant predictor of mortality and cardiovascular morbidity in Asian patients without prior cardiovascular disease. Among patients with type 2 diabetes, poorer glycemic control was associated with increased MACE but not mortality rates. Greater burden of microvascular complications identified a subset of patients with poorer outcomes.
Collapse
Affiliation(s)
- Jonathan Yap
- Department of Cardiology, National Heart Centre Singapore, Singapore
| | | | - Wan Ting Tay
- Department of Cardiology, National Heart Centre Singapore, Singapore
| | - Daniel Ting
- Department of Ophthalmology, Singapore Eye Research Institute, Singapore
- Duke-NUS Medical School, Singapore
| | - Carol Yim Cheung
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | | | - Ching-Yu Cheng
- Department of Ophthalmology, Singapore Eye Research Institute, Singapore
- Duke-NUS Medical School, Singapore
| | - Tien-Yin Wong
- Department of Ophthalmology, Singapore Eye Research Institute, Singapore
- Duke-NUS Medical School, Singapore
| | - Khung Keong Yeo
- Department of Cardiology, National Heart Centre Singapore, Singapore
- Duke-NUS Medical School, Singapore
| |
Collapse
|
23
|
Effectiveness of a multifaceted prevention programme for melioidosis in diabetics (PREMEL): A stepped-wedge cluster-randomised controlled trial. PLoS Negl Trop Dis 2021; 15:e0009060. [PMID: 34170931 PMCID: PMC8266097 DOI: 10.1371/journal.pntd.0009060] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 07/08/2021] [Accepted: 06/04/2021] [Indexed: 12/29/2022] Open
Abstract
Background Melioidosis, an often-fatal infectious disease caused by the environmental Gram-negative bacillus Burkholderia pseudomallei, is endemic in tropical countries. Diabetes mellitus and environmental exposure are important risk factors for melioidosis acquisition. We aim to evaluate the effectiveness of a multifaceted prevention programme for melioidosis in diabetics in northeast Thailand. Methodology/Principal findings From April 2014 to December 2018, we conducted a stepped-wedge cluster-randomized controlled behaviour change trial in 116 primary care units (PCUs) in Ubon Ratchathani province, northeast Thailand. The intervention was a behavioural support group session to help diabetic patients adopt recommended behaviours, including wearing rubber boots and drinking boiled water. We randomly allocated the PCUs to receive the intervention starting in March 2016, 2017 and 2018. All diabetic patients were contacted by phone yearly, and the final follow-up was December 2018. Two primary outcomes were hospital admissions involving infectious diseases and culture-confirmed melioidosis. Of 9,056 diabetics enrolled, 6,544 (72%) received a behavioural support group session. During 38,457 person-years of follow-up, we observed 2,195 (24%) patients having 3,335 hospital admissions involved infectious diseases, 80 (0.8%) melioidosis, and 485 (5%) deaths. In the intention-to-treat analysis, implementation of the intervention was not associated with primary outcomes. In the per-protocol analysis, patients who received a behavioural support group session had lower incidence rates of hospital admissions involving infectious diseases (incidence rate ratio [IRR] 0.89; 95%CI 0.80–0.99, p = 0.03) and of all-cause mortality (IRR 0.54; 95%CI 0.43–0.68, p<0.001). However, the incidence rate of culture-confirmed melioidosis was not significantly lower (IRR 0.96, 95%CI 0.46–1.99, p = 0.66). Conclusions/Significance Clear benefits of this multifaceted prevention programme for melioidosis were not observed. More compelling invitations for the intervention, modification of or addition to the behaviour change techniques used, and more frequent intervention may be needed. Trial registration This trial is registered with ClinicalTrials.gov, number NCT02089152. Melioidosis, an infectious disease caused by environmental bacterium Burkholderia pseudomallei, is endemic in tropical countries. Diabetes mellitus is the most important risk factor, and routes of infection include skin inoculation, ingestion and inhalation. Prevention guidelines recommend that residents, rice farmers and visitors should wear protective gear such as rubber boots when in direct contact with soil and environmental water, and consume only boiled or bottled water. Here, we conducted a cluster randomized controlled trial to evaluate effectiveness of a multifaceted prevention programme for melioidosis in diabetic patients in northeast Thailand. We enrolled 9,056 diabetic patients in 2014. We randomly allocated primary care units as the unit of randomization to receive the intervention starting in March 2016, 2017 and 2018. All diabetic patients were contacted by phone yearly. We found that diabetic patients who received a behavioural support group session had lower incidence rates of hospital admissions involving infectious diseases and of all-cause mortality, but not of culture-confirmed melioidosis. In conclusion, clear benefits of this multifaceted prevention programme for melioidosis were not seen. We propose that more compelling invitations for the intervention, modification of or addition to the behaviour change techniques used, and more frequent intervention may be needed.
Collapse
|
24
|
Yamaji T, Harada T, Hashimoto Y, Takaeko Y, Kajikawa M, Han Y, Maruhashi T, Kishimoto S, Hashimoto H, Kihara Y, Hida E, Chayama K, Goto C, Yusoff FM, Nakashima A, Higashi Y. Inconvenient relationship of haemoglobin A1c level with endothelial function in type 2 diabetes in a cross-sectional study. BMJ Open 2021; 11:e045415. [PMID: 34108164 PMCID: PMC8191618 DOI: 10.1136/bmjopen-2020-045415] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
OBJECTIVE The aim of this study was to determine the relationship of haemoglobin A1c (HbA1c) level with flow-mediated vasodilation (FMD) and nitroglycerine-induced vasodilation (NID) in patients with type 2 diabetes. DESIGN Cross-sectional study. SETTING 22 university hospitals and affiliated clinics in Japan. PARTICIPANTS 1215 patients with type 2 diabetes including 349 patients not taking antidiabetic drugs. MEASURES We evaluated FMD and HbA1c level. All patients were divided into four groups based on HbA1c level: <6.5%, 6.5%-6.9%, 7.0%-7.9% and ≥8.0%. RESULTS An inverted U-shaped pattern of association between HbA1c level and FMD was observed at the peak of HbA1c of about 7%. FMD was significantly smaller in the HbA1c <6.5% group than in the HbA1c 6.5%-6.9% group and HbA1c 7.0%-7.9% group (p<0.001 and p<0.001), and FMD values were similar in the HbA1c <6.5% group and HbA1c ≥8.0% group. There were no significant differences in NID values among the four groups. After adjustments for confounding factors, FMD was significantly smaller in the HbA1c <6.5% group than in the HbA1c 6.5%-6.9% and HbA1c 7.0%-7.9% group (p=0.002 and p=0.04). In patients not taking antidiabetic drugs, FMD was also significantly smaller in the HbA1c <6.5% group than in the HbA1c 6.5%-6.9% group and HbA1c 7.0%-7.9% group (p<0.001 and p=0.02), and there were no significant differences in NID values among the four groups. CONCLUSIONS These findings suggest that there is an inverted U-shaped pattern of association between FMD and HbA1c and that a low HbA1c level of <6.5% is associated with endothelial dysfunction. TRIAL REGISTRATION NUMBER UMIN000012950, UMIN000012951, UMIN000012952 and UMIN000003409.
Collapse
Affiliation(s)
- Takayuki Yamaji
- Department of Cardiovascular Medicine, Hiroshima University Faculty of Medicine Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Takahiro Harada
- Department of Cardiovascular Medicine, Hiroshima University Faculty of Medicine Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Yu Hashimoto
- Department of Cardiovascular Medicine, Hiroshima University Faculty of Medicine Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Yuji Takaeko
- Department of Cardiovascular Medicine, Hiroshima University Faculty of Medicine Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Masato Kajikawa
- Division of Regeneration and Medicine, Medical Center for Translational and Clinical Research, Hiroshima University Hospital, Hiroshima, Japan
| | - Yiming Han
- Department of Cardiovascular Medicine, Hiroshima University Faculty of Medicine Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Tatsuya Maruhashi
- Department of Cardiovascular Regeneration and Medicine, Hiroshima University Research Institute for Radiation Biology and Medicine, Hiroshima, Japan
| | - Shinji Kishimoto
- Department of Cardiovascular Regeneration and Medicine, Hiroshima University Research Institute for Radiation Biology and Medicine, Hiroshima, Japan
| | - Haruki Hashimoto
- Department of Cardiovascular Medicine, Hiroshima University Faculty of Medicine Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Yasuki Kihara
- Department of Cardiovascular Medicine, Hiroshima University Faculty of Medicine Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Eisuke Hida
- Graduate School of Medicine Department of Biostatistics and Data Science, Osaka University, Suita, Japan
| | - Kazuaki Chayama
- Department of Gastroenterology and Metabolism, Hiroshima University Faculty of Medicine Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Chikara Goto
- Department of Rehabilitation, Hiroshima International University, Higashihiroshima, Japan
| | - Farina Mohamad Yusoff
- Department of Cardiovascular Regeneration and Medicine, Hiroshima University Research Institute for Radiation Biology and Medicine, Hiroshima, Japan
| | - Ayumu Nakashima
- Department of Stem Cell Biology and Medicine, Hiroshima University Faculty of Medicine Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Yukihito Higashi
- Division of Regeneration and Medicine, Medical Center for Translational and Clinical Research, Hiroshima University Hospital, Hiroshima, Japan
- Department of Cardiovascular Regeneration and Medicine, Hiroshima University Research Institute for Radiation Biology and Medicine, Hiroshima, Japan
| |
Collapse
|
25
|
Lee S, Zhou J, Wong WT, Liu T, Wu WKK, Wong ICK, Zhang Q, Tse G. Glycemic and lipid variability for predicting complications and mortality in diabetes mellitus using machine learning. BMC Endocr Disord 2021; 21:94. [PMID: 33947391 PMCID: PMC8097996 DOI: 10.1186/s12902-021-00751-4] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 04/12/2021] [Indexed: 12/17/2022] Open
Abstract
INTRODUCTION Recent studies have reported that HbA1c and lipid variability is useful for risk stratification in diabetes mellitus. The present study evaluated the predictive value of the baseline, subsequent mean of at least three measurements and variability of HbA1c and lipids for adverse outcomes. METHODS This retrospective cohort study consists of type 1 and type 2 diabetic patients who were prescribed insulin at outpatient clinics of Hong Kong public hospitals, from 1st January to 31st December 2009. Standard deviation (SD) and coefficient of variation were used to measure the variability of HbA1c, total cholesterol, low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C) and triglyceride. The primary outcome is all-cause mortality. Secondary outcomes were diabetes-related complications. RESULT The study consists of 25,186 patients (mean age = 63.0, interquartile range [IQR] of age = 15.1 years, male = 50%). HbA1c and lipid value and variability were significant predictors of all-cause mortality. Higher HbA1c and lipid variability measures were associated with increased risks of neurological, ophthalmological and renal complications, as well as incident dementia, osteoporosis, peripheral vascular disease, ischemic heart disease, atrial fibrillation and heart failure (p < 0.05). Significant association was found between hypoglycemic frequency (p < 0.0001), HbA1c (p < 0.0001) and lipid variability against baseline neutrophil-lymphocyte ratio (NLR). CONCLUSION Raised variability in HbA1c and lipid parameters are associated with an elevated risk in both diabetic complications and all-cause mortality. The association between hypoglycemic frequency, baseline NLR, and both HbA1c and lipid variability implicate a role for inflammation in mediating adverse outcomes in diabetes, but this should be explored further in future studies.
Collapse
Affiliation(s)
- Sharen Lee
- Cardiovascular Analytics Group, Laboratory of Cardiovascular Physiology, Hong Kong, China
| | - Jiandong Zhou
- School of Data Science, City University of Hong Kong, Hong Kong, China
| | - Wing Tak Wong
- School of Life Sciences, Chinese University of Hong Kong, Hong Kong, China
| | - Tong Liu
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, 300211, China
| | - William K K Wu
- Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong, China
| | - Ian Chi Kei Wong
- Department of Pharmacology and Pharmacy, University of Hong Kong, Pokfulam, Hong Kong, China
- Medicines Optimisation Research and Education (CMORE), UCL School of Pharmacy, London, UK
- Faculty of Health and Medical Sciences, University of Surrey, Guildford, GU2 7AL, UK
| | - Qingpeng Zhang
- School of Data Science, City University of Hong Kong, Hong Kong, China.
| | - Gary Tse
- School of Life Sciences, Chinese University of Hong Kong, Hong Kong, China.
- Medicines Optimisation Research and Education (CMORE), UCL School of Pharmacy, London, UK.
- Faculty of Health and Medical Sciences, University of Surrey, Guildford, GU2 7AL, UK.
| |
Collapse
|
26
|
Differences in glycated hemoglobin levels and cholesterol levels in individuals with diabetes according to Helicobacter pylori infection. Sci Rep 2021; 11:8416. [PMID: 33875700 PMCID: PMC8055886 DOI: 10.1038/s41598-021-87808-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Accepted: 03/30/2021] [Indexed: 12/11/2022] Open
Abstract
This study examined differences in glycated hemoglobin (HbA1c), fasting plasma glucose and cholesterol levels between H. pylori infected and uninfected persons with diabetes. Anonymized data of Maccabi Healthcare Services in Israel were analyzed, of 12,207 individuals (50.0% H. pylori positive) aged 25–95 years who underwent the urea breath test. The data included HbA1c, fasting plasma glucose and cholesterol levels. The inverse probability of treatment weighting approach was used to account for confounders. Differences between individuals who were H. pylori positive and negative, in HbA1c (> or ≤ 7.0%) and in cholesterol levels were assessed using weighted generalized estimating equations. For men, but not women, the likelihood of having HbA1c > 7.0% was increased in those infected than uninfected with H. pylori: prevalence ratio 1.11 (95% CI 1.00, 1.24), P = 0.04. For both sexes, total cholesterol (P = 0.004) and low-density lipoprotein (LDL) levels (P = 0.006) were higher among those infected than uninfected with H. pylori. No significant differences were found in glucose and HDL levels according to H. pylori infection. The results were consistent in unweighted multivariable analyses. In conclusion, H. pylori infection might be related to worse glycemic control in men, and higher total cholesterol and LDL cholesterol levels in both sexes.
Collapse
|
27
|
Shatnawi NJ, Al-Zoubi NA, Hawamdeh HM, Khader YS, Heis M, Al Omari M, Bataineh B. The relation of anatomical distribution of symptomatic peripheral arterial disease (PAD) with HbA1c level in patients with type 2 diabetes mellitus. Ther Adv Endocrinol Metab 2021; 12:20420188211000504. [PMID: 33767809 PMCID: PMC7953225 DOI: 10.1177/20420188211000504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Accepted: 02/12/2021] [Indexed: 11/24/2022] Open
Abstract
AIMS Increased level of glycated hemoglobin (HbA1c) is associated with an increased prevalence of peripheral arterial disease (PAD). This study aimed to assess the relationship between the anatomical distribution of symptomatic PAD lesions in patients with type 2 diabetes and HbA1c levels at the time of PAD diagnosis. PATIENTS AND METHODS A retrospective study was conducted at King Abdullah University Hospital during the period August 2011 to December 2015. Consecutive patients with type 2 diabetes presented with symptomatic PAD confirmed by computed tomography-angiography (CTA) were included in this study. CTA images were reviewed. Relevant information including demographic data, PAD symptoms, comorbidities, HbA1c level, lipid profile, C-reactive protein and the mean platelets volume were retrieved from medical records. RESULTS A total of 332 patients with type 2 diabetes (255 males and 77 females) were included in this study. The mean HbA1c at the time of PAD diagnosis was 8.68% (±2.06%). The prevalence of hemodynamic relevant atherosclerotic lesions of the superficial femoral artery, popliteal artery, leg vessels, femoro-popliteal, and crural segments was significantly higher in patients with HbA1c >7.5% compared with patients with HbA1c ⩽7.5%. CONCLUSION The anatomical distribution of symptomatic PAD in patients with type 2 diabetes mellitus differed significantly according to HbA1c level at the time of PAD diagnosis.
Collapse
Affiliation(s)
- Nawaf J. Shatnawi
- Department of Surgery, Jordan University of Science and Technology, University Street, P.O. Box 3030, Irbid 22110, Jordan
| | - Nabil A. Al-Zoubi
- Department of Surgery, Jordan University of Science and Technology, Irbid, Jordan
| | - Hassan M. Hawamdeh
- Department of Basic Medical Science, Faculty of Medicine, Hashemite University, Zarqua, Jordan
| | - Yousef S. Khader
- Department of Community Medicine, Public Health and Family Medicine, Jordan University of Science and Technology, Irbid, Jordan
| | - Mowafeq Heis
- Department of Radiology, Jordan University of Science and Technology, Irbid, Jordan
| | - Mamoon Al Omari
- Department of Radiology, Jordan University of Science and Technology, Irbid, Jordan
| | - Bassem Bataineh
- Department of Surgery, Jordan University of Science and Technology, Irbid, Jordan
| |
Collapse
|
28
|
Affiliation(s)
- Elizabeth Selvin
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| |
Collapse
|
29
|
Kowall B, Rathmann W, Kuß O, Herder C, Roden M, Stang A, Erbel R, Huth C, Thorand B, Meisinger C, Jöckel KH, Peters A. Associations between haemoglobin A 1c and mortality rate in the KORA S4 and the Heinz Nixdorf Recall population-based cohort studies. Diabetes Metab Res Rev 2021; 37:e3369. [PMID: 32558166 DOI: 10.1002/dmrr.3369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Revised: 05/30/2020] [Accepted: 06/12/2020] [Indexed: 11/06/2022]
Abstract
BACKGROUND There is limited knowledge about mortality risk in persons with increased haemoglobin A1c (HbA1c ) levels below the diabetes threshold. Moreover, little is known about how associations between increased HbA1c and mortality depend on the length of follow-up. Therefore, we studied associations between HbA1c and mortality over long-term follow-up in persons with and without known diabetes. METHODS We used data from two German population-based cohort studies: KORA S4 Study (Southern Germany, n = 1458, baseline visits in 1999 to 2001, baseline age 55 to 74 years, mortality follow-up 16.8 years) and Heinz Nixdorf Recall (HNR) Study (Ruhr area, n = 4613, baseline visits in 2000 to 2003, baseline age 45 to 75 years, mortality follow-up 17.8 years). Adjusted log-linear models were fitted to estimate relative risks (RRs) with 95% confidence intervals (CI). RESULTS In both cohorts, participants with HbA1c 39 to 41 mmol/mol (5.7%-5.9%) and HbA1c 42 to 46 mmol/mol (6.0% to 6.4%) did not have a larger overall mortality risk than participants with HbA1c < 39 mmol/mol (5.7%): the corresponding adjusted RRs were 1.00 (95% CI: 0.83-1.21) and 1.01 (0.80-1.27) in KORA and 0.99 (0.82-1.21) and 0.83 (0.65-1.07) in the HNR Study. For the pooled cohorts, the RR for HbA1c 39 to 46 mmol/mol (5.7%-6.4%) was 0.96 (0.85-1.07). Associations between newly detected diabetes (HbA1c ≥ 6.5%) and mortality were weak after 4 and 8 years of follow-up, but were stronger after 12 years of follow-up, whereas associations between previously known diabetes (baseline) and mortality decreased. CONCLUSIONS HbA1c -defined pre-diabetes is not associated with overall mortality. For newly detected and previously known diabetes, mortality risks vary with length of follow-up.
Collapse
Affiliation(s)
- Bernd Kowall
- Center of Clinical Epidemiology, Institute for Medical Informatics, Biometry and Epidemiology, Medical Faculty, University Duisburg-Essen, Essen, Germany
| | - Wolfgang Rathmann
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich Heine University, Düsseldorf, Germany
- German Center for Diabetes Research, Düsseldorf, Germany
| | - Oliver Kuß
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich Heine University, Düsseldorf, Germany
- German Center for Diabetes Research, Düsseldorf, Germany
| | - Christian Herder
- German Center for Diabetes Research, Düsseldorf, Germany
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich Heine University, Düsseldorf, Germany
- Division of Endocrinology and Diabetology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
| | - Michael Roden
- German Center for Diabetes Research, Düsseldorf, Germany
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich Heine University, Düsseldorf, Germany
- Division of Endocrinology and Diabetology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
| | - Andreas Stang
- Center of Clinical Epidemiology, Institute for Medical Informatics, Biometry and Epidemiology, Medical Faculty, University Duisburg-Essen, Essen, Germany
| | - Raimund Erbel
- Institute for Medical Informatics, Biometry and Epidemiology, University Clinic Essen, University Duisburg-Essen, Essen, Germany
| | - Cornelia Huth
- German Center for Diabetes Research, Düsseldorf, Germany
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
| | - Barbara Thorand
- German Center for Diabetes Research, Düsseldorf, Germany
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
| | - Christa Meisinger
- Department of Epidemiology, Ludwig-Maximilian-Universität München, UNIKA-T Augsburg, Augsburg, Germany
- Independent Research Group Clinical Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
| | - Karl-Heinz Jöckel
- Institute for Medical Informatics, Biometry and Epidemiology, University Clinic Essen, University Duisburg-Essen, Essen, Germany
| | - Annette Peters
- German Center for Diabetes Research, Düsseldorf, Germany
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
| |
Collapse
|
30
|
Lee S, Liu T, Zhou J, Zhang Q, Wong WT, Tse G. Predictions of diabetes complications and mortality using hba1c variability: a 10-year observational cohort study. Acta Diabetol 2021; 58:171-180. [PMID: 32939583 DOI: 10.1007/s00592-020-01605-6] [Citation(s) in RCA: 57] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Accepted: 09/09/2020] [Indexed: 01/10/2023]
Abstract
INTRODUCTION Emerging evidence suggests that HbA1c variability, in addition to HbA1c itself, can be used as a predictor for mortality. The present study aims to examine the predictive power of mean HbA1c and HbA1c variability measures for diabetic complications as well as mortality. METHODS The retrospective observational study analyzed diabetic patients who were prescribed insulin at outpatient clinics of the Prince of Wales Hospital and Shatin Hospital, Hong Kong, from 1 January to 31 December, 2009. Standard deviation (SD), root mean square (RMS), and coefficient of variation were used as measures of HbA1c variability. The primary outcomes were all-cause and cardiovascular mortality. Secondary outcomes were diabetes-related complications. RESULTS The study cohort consists of 3424 patients, including 3137 patients with at least three HbA1c measurements. The low mean HbA1c subgroup had significantly shorter time-to-death for all-cause mortality (P < 0.001) but not cardiovascular mortality (P = 0.920). The high Hba1c subgroup showed shorter time-to-death for all-cause (P < 0.001) and cardiovascular mortality (P < 0.001). Mean Hba1c and Hba1c variability predicted all-cause as well as cardiovascular-specific mortality. In terms of secondary outcomes, mean HbA1c and HbA1c variability significantly predicted diabetic ketoacidosis/hyperosmolar hyperglycemic state/diabetic coma, neurological, ophthalmological, and renal complications. A significant association between dichotomized HbA1c variability and hypoglycemia frequency was found (P < 0.0001). CONCLUSION High HbA1c variability is associated with increased risk of all-cause and cardiovascular mortality, as well as diabetic complications. The association between hypoglycemic frequency, HbA1c variability, and mortality suggests that intermittent hypoglycemia resulting in poorer outcomes in diabetic patients.
Collapse
Affiliation(s)
- Sharen Lee
- Laboratory of Cardiovascular Physiology, Li Ka Shing Institute of Health Sciences, Hong Kong, China
| | - Tong Liu
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, 300211, People's Republic of China
| | - Jiandong Zhou
- School of Data Science, City University of Hong Kong, Hong Kong, China
| | - Qingpeng Zhang
- School of Data Science, City University of Hong Kong, Hong Kong, China
| | - Wing Tak Wong
- School of Life Sciences, Chinese University of Hong Kong, Hong Kong, China.
| | - Gary Tse
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, 300211, People's Republic of China.
| |
Collapse
|
31
|
The Identification of Diabetes Mellitus Subtypes Applying Cluster Analysis Techniques: A Systematic Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17249523. [PMID: 33353219 PMCID: PMC7766625 DOI: 10.3390/ijerph17249523] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Revised: 12/16/2020] [Accepted: 12/17/2020] [Indexed: 12/23/2022]
Abstract
Diabetes Mellitus is a chronic and lifelong disease that incurs a huge burden to healthcare systems. Its prevalence is on the rise worldwide. Diabetes is more complex than the classification of Type 1 and 2 may suggest. The purpose of this systematic review was to identify the research studies that tried to find new sub-groups of diabetes patients by using unsupervised learning methods. The search was conducted on Pubmed and Medline databases by two independent researchers. All time publications on cluster analysis of diabetes patients were selected and analysed. Among fourteen studies that were included in the final review, five studies found five identical clusters: Severe Autoimmune Diabetes; Severe Insulin-Deficient Diabetes; Severe Insulin-Resistant Diabetes; Mild Obesity-Related Diabetes; and Mild Age-Related Diabetes. In addition, two studies found the same clusters, except Severe Autoimmune Diabetes cluster. Results of other studies differed from one to another and were less consistent. Cluster analysis enabled finding non-classic heterogeneity in diabetes, but there is still a necessity to explore and validate the capabilities of cluster analysis in more diverse and wider populations.
Collapse
|
32
|
Bershtein LL. New Possibilities to Reduce the Residual Risk in Patients with Ischemic Heart Disease. KARDIOLOGIIA 2020; 60:1370. [PMID: 33487157 DOI: 10.18087/cardio.2020.11.n1370] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 10/09/2020] [Indexed: 06/12/2023]
Abstract
Despite a significant progress of the recent decades, incidence of cardiovascular complications in patients with manifest, stable ischemic heart disease (IHD) is still high. Furthermore, this patient group is heterogenous; individuals with a higher risk of cardiovascular complications can be isolated from this group based on the presence of comorbidities and acute IHD on the background of the therapy. Such patients require a more aggressive treatment to influence major components of the increased risk. Even after administration of an optimum therapy, the risk for complications in such patients remains high (residual risk). The article discusses the lipid, inflammatory, and thrombotic components of residual risk in IHD patients and possibilities of their control with drugs with a special focus on possibilities of pharmaceutical correction of the risk thrombotic component in IHD patients with diabetes mellitus.
Collapse
Affiliation(s)
- L L Bershtein
- North Western State Medical Universtiy n.a. I.I. Mechnikov, St-Peterburg
| |
Collapse
|
33
|
Vincze A, Losonczi A, Stauder A. The validity of the diabetes self-management questionnaire (DSMQ) in Hungarian patients with type 2 diabetes. Health Qual Life Outcomes 2020; 18:344. [PMID: 33076906 PMCID: PMC7574306 DOI: 10.1186/s12955-020-01595-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Accepted: 10/05/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND A wide range of measuring instruments are available for diabetes self-management. According to several studies, a relatively new instrument, the diabetes self-management questionnaire (DSMQ), shows a consistent relationship with outcomes of diabetes treatment as well, such as glycated hemoglobin (HbA1c). Furthermore, the questionnaire is short, but covers the main aspects of diabetes management. Given the increasing prevalence of diabetes in Hungary, our goal was to adapt this user-friendly questionnaire and analyze its validity. METHODS After the standard translation process, we analyzed a sample of 221 people. The construct validity of the questionnaire was tested with HbA1c and body mass index. Morisky Medication Adherence Scale-8 values were tested via Pearson correlations. Known-groups validity of the DSMQ in relation to groups based on glycemic control levels was investigated using one-way ANOVA. RESULTS The "sum scale" of the questionnaire and the HbA1c values show an inverse relationship (r = - 0.253, p < 0.01). Body mass index was related to the "sum scale" (r = - 0.214, p < 0.01) and to the "physical activity" (r = - 0.219, p < 0.01), while questionnaire results reflecting medication adherence correlated with the "glucose management" (r = - 0.291, p < 0.01), "health-care use" subscale (r = 0.236, p < 0.01) and the "sum scale" (r = 0.281, p < 0.01). A significant difference (F = 6.225, p = 0.002) was found between the DSMQ mean scores of the three groups, defined by good, medium, and poor glycemic control levels. CONCLUSIONS The Hungarian version of the DSMQ was considered a valid tool for the measurement of diabetes self-management. With its help, problematic areas of self-management could be uncovered, and interventions can be improved.
Collapse
Affiliation(s)
- Agnes Vincze
- Department of Internal Medicine and Oncology, Semmelweis University, Korányi S. str. 2/a, Budapest, 1083, Hungary.
| | - Antonia Losonczi
- Faculty of Education and Psychology, Eötvös Lorand University, Budapest, Hungary
| | - Adrienne Stauder
- Institute of Behavioural Sciences, Semmelweis University, Budapest, Hungary
| |
Collapse
|
34
|
Elbarbary M, Honda T, Morgan G, Kelly P, Guo Y, Negin J. Ambient air pollution exposure association with diabetes prevalence and glycosylated hemoglobin (HbA1c) levels in China. Cross-sectional analysis from the WHO study of AGEing and adult health wave 1. JOURNAL OF ENVIRONMENTAL SCIENCE AND HEALTH. PART A, TOXIC/HAZARDOUS SUBSTANCES & ENVIRONMENTAL ENGINEERING 2020; 55:1149-1162. [PMID: 32615056 DOI: 10.1080/10934529.2020.1787011] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 06/09/2020] [Accepted: 06/12/2020] [Indexed: 06/11/2023]
Abstract
Over the past decades, air pollution has become one of the critical environmental health issues in China. The present study aimed to evaluate links between ambient air pollution and the prevalence of type 2 diabetes mellitus (T2DM) and the levels of glycosylated hemoglobin (HbA1c). A multilevel linear and logistic regression was used to assess these associations among 7,770 participants aged ≥50 years from the WHO Study on global AGEing and adult health (SAGE) in China in 2007-2010. The average exposure to each of pollutants (particulate matter with an aerodynamic diameter of ≤10 μm/≤2.5 μm/≤1 μm [PM10/PM2.5/PM1] and nitrogen dioxide [NO2]) was estimated using a satellite-based spatial statistical model. In logistic models, a 10 µg/m3 increase in PM10 and PM2.5 was associated with increased T2DM prevalence (Prevalence Odds Ratio, POR: 1.27; 95% CI: 1.11, 1.45 and POR: 1.23; 95% CI: 1.03, 1.46). Similar increments in PM10, PM2.5, PM1 and NO2 were associated with increase in HbA1c levels of 1.8% (95% CI: 1.3, 2.3), 1.3% (95% CI: 1.1, 1.5), 0.7% (95% CI: 0.1, 1.3), and 0.8% (95% CI: 0.4, 1.2), respectively. In a large cohort of older Chinese adults, air pollution was liked to both higher T2DM prevalence and elevated HbA1c levels.
Collapse
Affiliation(s)
- Mona Elbarbary
- Faculty of Medicine and Health, Sydney School of Public Health, The University of Sydney, Sydney, Australia
| | - Trenton Honda
- Department of Family and Preventive Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Geoffrey Morgan
- Faculty of Medicine and Health, Sydney School of Public Health, The University of Sydney, Sydney, Australia
- School of Public Health, University Centre for Rural Health, Lismore, Australia
| | - Patrick Kelly
- Faculty of Medicine and Health, Sydney School of Public Health, The University of Sydney, Sydney, Australia
| | - Yuming Guo
- Department of Epidemiology and Preventive Medicine at the School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Joel Negin
- Faculty of Medicine and Health, Sydney School of Public Health, The University of Sydney, Sydney, Australia
| |
Collapse
|
35
|
Regional variability in Canadian routine care of type 2 diabetes, hypercholesterolemia, and hypertension: Results from the The Cardio-Vascular and metabolic treatments in Canada: Assessment of REal-life therapeutic value (CV-CARE) registry. J Cardiol 2020; 76:385-394. [PMID: 32473770 DOI: 10.1016/j.jjcc.2020.04.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 03/18/2020] [Accepted: 04/11/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND Regional differences in the profile and treatment strategies of patients with cardiometabolic diseases have been studied in several different countries. The Cardio-Vascular and metabolic treatments in Canada: Assessment of REal-life therapeutic value (CV-CARE) registry was designed to evaluate patient profiles and medical management of cardiometabolic diseases in routine clinical care settings across Canada. Primary objectives were to (1) evaluate regional variability of patient profiles with cardiometabolic disease(s) and (2) assess treatment differences of patients treated for type 2 diabetes (T2D), hypercholesterolemia (HCh), and hypertension (HTN) across Canada. METHODS CV-CARE is a multi-center, observational, prospective registry that enrolled Canadian patients treated with metformin-extended release (MetER) for T2D, colesevelam (C) for HCh, azilsartan (AZI) for mild-to-moderate essential HTN and azilsartan/chlorthalidone (AZI/CHL) for severe, essential HTN. Patient characteristics and treatments were assessed at baseline. RESULTS The registry enrolled 6960 patients, with a total of 4194 patients making up the primary analysis population [MetER (n=995); C (n=1639); AZI (n=1364); AZI/CHL (n=498)]. First-line use of MetER was more common in British Columbia (BC; 45.5%) compared to Ontario (ON; 29.8%), and Quebec (QC; 12.9%). C treatment for HCh was used as monotherapy most readily in BC (68.7%) compared with QC (59.7%) and ON (35.8%). Dual action of low-density lipoprotein cholesterol and hemoglobin A1c reduction was the predominant reason for C add-on therapy (46.8%), with highest usage seen in ON (62.9%). AZI treatment for HTN was most frequently used in BC (43.8%), and AZI/CHL was most commonly used in ON (12.0%). First-line use of AZI was more common in QC (50%) vs. ON (34.9%) and BC (24.1%). The primary reason for switching to AZI and AZI/CHL from prior treatment was lack of efficacy across provinces. CONCLUSION This is the first regional description of the CV-CARE cohort. Significant variations in both baseline profile and treatments were observed which could have an impact on long-term outcomes.
Collapse
|
36
|
Elkjaer AS, Lynge SK, Grauslund J. Evidence and indications for systemic treatment in diabetic retinopathy: a systematic review. Acta Ophthalmol 2020; 98:329-336. [PMID: 32100477 DOI: 10.1111/aos.14377] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Accepted: 01/25/2020] [Indexed: 12/25/2022]
Abstract
Eye screening is mandatory in diabetes, but treatment is only indicated at the sight-threatening stages of diabetic retinopathy (DR). Treatments include intravitreal injections, laser photocoagulation and vitrectomy, which are all invasive options. In order to prevent or delay DR, it is important to investigate earlier, non-invasive managements prior to sight-threatening DR. The aim of this study is to evaluate the effect of systemic treatment on incident and progressive DR. The search in this systematic review was performed in PubMed and Embase using the keywords 'diabetic retinopathy' AND 'systemic therapy'. Two independent researchers identified 619 studies; 26 duplicates were removed, 579 articles were excluded based on title and abstract, and six were removed after full-text assessment. Five articles were added from reference screening, resolving in a total of 13 eligible articles. These were quality-assessed using the Cochrane Risk of Bias tool. Twelve randomized control trials and one follow-up study were included. Intensive glycaemic control (IGC), antihypertensive and lipid-lowering treatments were some of the main interventions tested in the studies. Three studies found statistically significant reduction of progression of DR by IGC, three by antihypertensive, and two by the lipid-lowering drug fenofibrate. Systemic intervention appears important in different stages of DR. While IGC seems effective in relation to incident and progressive DR, antihypertensive treatments may be valuable in the early stages of DR, as opposed to fenofibrate, which could benefit at a later stage.
Collapse
Affiliation(s)
- Anna Sofie Elkjaer
- Department of Ophthalmology Odense University Hospital Odense Denmark
- Research Unit of Ophthalmology Department of Clinical Research University of Southern Denmark Odense Denmark
| | - Sidsel Kirstine Lynge
- Department of Ophthalmology Odense University Hospital Odense Denmark
- Research Unit of Ophthalmology Department of Clinical Research University of Southern Denmark Odense Denmark
| | - Jakob Grauslund
- Department of Ophthalmology Odense University Hospital Odense Denmark
- Research Unit of Ophthalmology Department of Clinical Research University of Southern Denmark Odense Denmark
- Steno Diabetes Center Odense Odense University Hospital Odense Denmark
| |
Collapse
|
37
|
Tsoutsouki J, Wunna W, Chowdhury A, Chowdhury TA. Advances in the management of diabetes: therapies for type 2 diabetes. Postgrad Med J 2020; 96:610-618. [DOI: 10.1136/postgradmedj-2019-137404] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Revised: 04/28/2020] [Accepted: 04/29/2020] [Indexed: 12/15/2022]
Abstract
The incidence of type 2 diabetes is rapidly rising worldwide leading to an increasing burden of cardiovascular and microvascular complications. The aim of treatment of the condition is to improve quality of life and reduce such complications. To this end, improvement in glucose control remains an important consideration. In recent years, important therapeutic advances have occurred in the management of hyperglycaemia in people with type 2 diabetes. These include the use of dipeptidylpeptidase-4 inhibitors, glucagon-like peptide-1 receptor agonists and sodium glucose transporter-2 inhibitors. The latter two classes appear to have some specific beneficial effects on cardiovascular and renal outcomes, independent of their antihyperglycaemic effects. This review aims to outline the current state of diagnosis and management of diabetes for the general physician, with a particular focus on new therapeutic agents for management of glucose in patients with type 2 diabetes.
Collapse
|
38
|
Menon V, Kumar A, Patel DR, John JS, Wolski KE, McErlean E, Riesmeyer JS, Weerakkody G, Ruotolo G, Cremer PC, Nicholls SJ, Lincoff AM, Nissen SE. Impact of Baseline Glycemic Control on Residual Cardiovascular Risk in Patients With Diabetes Mellitus and High-Risk Vascular Disease Treated With Statin Therapy. J Am Heart Assoc 2020; 9:e014328. [PMID: 31852422 PMCID: PMC6988169 DOI: 10.1161/jaha.119.014328] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Background The contemporary impact of glycemic control on patients with diabetes mellitus at high cardiovascular risk remains unclear. We evaluated the utility of hemoglobin A1c (HbA1c) as a marker of risk on the composite end point of cardiovascular death, nonfatal myocardial infarction, stroke, hospitalization for unstable angina, and coronary revascularization in an optimally treated population with diabetes mellitus and established coronary artery disease enrolled in the ACCELERATE (Assessment of Clinical Effects of Cholesteryl Ester Transfer Protein Inhibition With Evacetrapib in Patients at a High Risk for Vascular Outcomes) trial. Methods and Results We included all patients with established diabetes mellitus and measured HbA1c (N=8145) and estimated Kaplan‐Meier (KM) events rates, stratified by increasing baseline HbA1c levels censored at 30 months. We then performed a multivariable regression for the primary end point. Increasing baseline HbA1c was strongly associated with the occurrence of the primary end point (KM estimate, 12.6–18.2; P<0.001). Increasing baseline HbA1c was also associated with the triple end point of death, nonfatal myocardial infarction, and stroke (KM estimate, 7.8–11.3; P=0.003) as well as the individual end points of nonfatal myocardial infarction (KM estimate, 3.1–7.0; P<0.001), hospitalization for unstable angina (KM estimate, 1.8–5.0; P=0.003), and revascularization (KM estimate, 7.3–11.1; P=0.001), although not stroke (KM estimate, 1.4–2.4; P=0.45). The rates of cardiovascular mortality (KM estimate, 2.6–4.3; P=0.21) and all‐cause mortality (KM estimate, 4.8–5.9; P=0.21) were similar regardless of baseline HbA1c levels. When adjusting for relevant baseline characteristics, baseline HbA1c was an independent predictor for the primary end point (hazard ratio, 1.06; 95% CI, 1.02–1.11; P=0.003). Conclusions Glycemic control, as measured by HbA1c, remains strongly and independently associated with cardiovascular outcomes in high‐risk patients with diabetes mellitus on statin therapy. Clinical Trial Registration URL: https://www.clinicaltrials.gov. Unique identifier: NCT01687998.
Collapse
Affiliation(s)
- Venu Menon
- Heart and Vascular Institute Cleveland Clinic Foundation Cleveland OH
| | - Anirudh Kumar
- Heart and Vascular Institute Cleveland Clinic Foundation Cleveland OH
| | - Divyang R Patel
- Heart and Vascular Institute Cleveland Clinic Foundation Cleveland OH
| | - Julie St John
- Heart and Vascular Institute Cleveland Clinic Foundation Cleveland OH
| | - Kathy E Wolski
- Heart and Vascular Institute Cleveland Clinic Foundation Cleveland OH
| | - Ellen McErlean
- Heart and Vascular Institute Cleveland Clinic Foundation Cleveland OH
| | | | | | | | - Paul C Cremer
- Heart and Vascular Institute Cleveland Clinic Foundation Cleveland OH
| | - Stephen J Nicholls
- Monash Cardiovascular Research Centre Monash University Melbourne Australia
| | - A Michael Lincoff
- Heart and Vascular Institute Cleveland Clinic Foundation Cleveland OH
| | - Steven E Nissen
- Heart and Vascular Institute Cleveland Clinic Foundation Cleveland OH
| |
Collapse
|
39
|
Inulin-type fructans supplementation improves glycemic control for the prediabetes and type 2 diabetes populations: results from a GRADE-assessed systematic review and dose-response meta-analysis of 33 randomized controlled trials. J Transl Med 2019; 17:410. [PMID: 31805963 PMCID: PMC6896694 DOI: 10.1186/s12967-019-02159-0] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2019] [Accepted: 11/27/2019] [Indexed: 02/07/2023] Open
Abstract
Background Currently, many clinical trials have shown that inulin-type fructans (ITF) supplementation is associated with glycemic control; nevertheless, the results are inconclusive. The aim of this meta-analysis of randomized controlled trials was to assess the effects of ITF supplementation on glycemic control. Methods PubMed, EMBASE and the Cochrane Library were searched for eligible articles up to March 6, 2019. A random-effects model was used to analyze the pooled results, and the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) system was applied to assess the quality of evidence. The dose–response model was used to recommend the daily dose and duration for ITF supplementation. Results Thirty-three trials involving 1346 participants were included. Overall, ITF supplementation could significantly reduce concentrations of fasting blood glucose (FBG), glycosylated hemoglobin (HbA1c), fasting insulin (FINS) and homeostasis model assessment-insulin resistance (HOMA-IR). In the prediabetes and type 2 diabetes (T2DM) population, a more significant reduction in FBG [weighted mean difference (WMD): − 0.60 mmol/l; 95% CI − 0.71, − 0.48 mmol/l; high rate], HbA1c (WMD: − 0.58%; 95% CI − 0.83, − 0.32%; high rate), FINS (WMD: − 1.75 µU/ml; 95% CI − 2.87, − 0.63 µU/ml; low rate), and HOMA-IR (WMD: − 0.69; 95% CI − 1.10, − 0.28; low rate) were observed, and ITF supplementation with a daily dose of 10 g for a duration of 6 weeks and longer was recommended. Moreover, subgroup analyses suggested that the effects of glycemic control were significantly influenced by the sex of the subjects and the type and the method of intake of ITF. Conclusions Our analyses confirmed that these four main glycemic indicators were significantly reduced by ITF supplementation, particularly in the prediabetes and T2DM population. Evidence supports that reasonable administration of ITF supplementation may have potential clinical value as an adjuvant therapy for prediabetes and T2DM management. Trial registration The trial was registered at PROSPERO as CRD42018115875 on November 23, 2018.
Collapse
|
40
|
Su WY, Chen SC, Huang YT, Huang JC, Wu PY, Hsu WH, Lee MY. Comparison of the Effects of Fasting Glucose, Hemoglobin A 1c, and Triglyceride-Glucose Index on Cardiovascular Events in Type 2 Diabetes Mellitus. Nutrients 2019; 11:nu11112838. [PMID: 31752391 PMCID: PMC6893677 DOI: 10.3390/nu11112838] [Citation(s) in RCA: 62] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Revised: 11/12/2019] [Accepted: 11/15/2019] [Indexed: 02/06/2023] Open
Abstract
The triglyceride–glucose (TyG) index has been correlated with insulin resistance. We aim to investigate the role of the TyG index on cardiovascular (CV) events in type 2 diabetes mellitus and compare the roles of fasting glucose, hemoglobin A1c, and the TyG index in predicting CV events. This retrospective study enrolled 3524 patients with type 2 diabetes from the Kaohsiung Medical University Research Database in 2009 in this longitudinal study and followed them until 2015. The TyG index was calculated as log (fasting triglyceride level (mg/dL) × fasting glucose level (mg/dL)/2). CV events included myocardial infarction, unstable angina, stroke, hospitalization for coronary artery disease, peripheral artery disease, and CV-related death. The association between variables and CV events was assessed using a multivariable stepwise Cox proportional hazard analysis. Two hundred and fifteen CV events (6.1%) were recorded during a follow-up period of 5.93 years. The multivariable stepwise analysis showed that high fasting glucose (HR, 1.007; p < 0.001) and a high TyG index (HR, 1.521; p = 0.004) but not hemoglobin A1c or triglycerides were associated with a higher rate of CV events. Adding fasting glucose and the TyG index to the basic model improved the predictive ability of progression to a CV event (p < 0.001 and p = 0.018, respectively), over that of hemoglobin A1c (p = 0.084) and triglyceride (p = 0.221). Fasting glucose and the TyG index are useful parameters and stronger predictive factors than hemoglobin A1c and triglyceride for CV events and may offer an additional prognostic benefit in patients with type 2 diabetes.
Collapse
Affiliation(s)
- Wei-Yu Su
- Department of General Medicine, Kaohsiung Medical University Hospital, Kaohsiung 807, Taiwan;
| | - Szu-Chia Chen
- Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (S.-C.C.); (J.-C.H.); (P.-Y.W.)
- Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University, Kaohsiung 812, Taiwan;
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Yu-Ting Huang
- Division of Medical Statistics and Bioinformatics, Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
| | - Jiun-Chi Huang
- Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (S.-C.C.); (J.-C.H.); (P.-Y.W.)
- Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University, Kaohsiung 812, Taiwan;
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Pei-Yu Wu
- Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (S.-C.C.); (J.-C.H.); (P.-Y.W.)
- Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University, Kaohsiung 812, Taiwan;
| | - Wei-Hao Hsu
- Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University, Kaohsiung 812, Taiwan;
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Mei-Yueh Lee
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Correspondence: ; Tel.: +886-7-803-6783-3441; Fax: +886-7-806-3346
| |
Collapse
|
41
|
Burner E, Terp S, Lam CN, Neill E, Menchine M, Arora S. Access to care, nativity and disease management among Latinos with diabetes in a safety-net healthcare setting. AIMS Public Health 2019; 6:488-501. [PMID: 31909069 PMCID: PMC6940585 DOI: 10.3934/publichealth.2019.4.488] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Accepted: 11/12/2019] [Indexed: 11/25/2022] Open
Abstract
Introduction Latinos in the U.S. are disproportionately affected by diabetes and its complications. The role of access to care and nativity in diabetes management are important areas of research, as these findings can help direct tailored interventions. Methods We examined associations between access to care, acculturation and glycemic control among Latino patients with diabetes seen in a safety net emergency department. We used regression models to estimate the individual predictors' associations with glycemic control and then estimated adjusted associations by controlling for all relevant predictors. We tested for a moderating role of nativity in the associations between access to care and glycemic control. Results In unadjusted analysis, we found the most significant predictors of glycemic control to be access to primary care (β = −0.89, p = 0.011), capacity for self-monitoring glucose (β = −0.68, p = 0.022), mental health comorbidities (β = 0.95, p = 0.013), male gender (β = −0.49, p = 0.091) and nativity (β = −0.81, p = 0.034). In adjusted analysis, nativity was no longer a significant predictor of glycemic control (β = −0.32, p = 0.541). Nativity did not significantly moderate the association of access to care and glycemic control. Conclusions Our findings show a direct association between access to care and glycemic control among low-income Latinos seeking care in the emergency department. This supports concerns that many researchers, clinicians and policy analysts have expressed regarding access to care for immigrants. The importance of primary care and access to supplies to perform self-management in achieving glycemic control and reducing risk of complications indicate that ensuring access to quality care is critical to the health of this vulnerable group.
Collapse
Affiliation(s)
- Elizabeth Burner
- University of Southern California, Keck School of Medicine, LAC+USC Medical Center, Los Angeles, USA
| | - Sophie Terp
- University of Southern California, Keck School of Medicine, LAC+USC Medical Center, Los Angeles, USA
| | - Chun Nok Lam
- University of Southern California, Keck School of Medicine, LAC+USC Medical Center, Los Angeles, USA
| | - Emily Neill
- University of California San Francisco, San Francisco, USA
| | - Michael Menchine
- University of Southern California, Keck School of Medicine, LAC+USC Medical Center, Los Angeles, USA
| | - Sanjay Arora
- University of Southern California, Keck School of Medicine, LAC+USC Medical Center, Los Angeles, USA
| |
Collapse
|
42
|
Duwayri Y, Jordan WD. Diabetes, dysglycemia, and vascular surgery. J Vasc Surg 2019; 71:701-711. [PMID: 31327619 DOI: 10.1016/j.jvs.2019.05.027] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Accepted: 05/10/2019] [Indexed: 02/08/2023]
Abstract
BACKGROUND Abnormalities in glucose metabolism are common in patients with arterial disease. Chronic hyperglycemia and insulin resistance contribute to the complexity of vascular disorders. They also overlap with the effects of perioperative hyperglycemia on adverse perioperative outcomes. We provide an overview of the pathophysiologic consequences of dysglycemia and the evidence behind glycemic control in patients undergoing vascular surgery. METHODS We searched the literature for major studies evaluating the pathophysiology of hyperglycemia in microvascular and macrovascular beds, randomized trials in perioperative populations, and meta-analyses. The literature was summarized to guide therapy in the population of vascular patients and for the perioperative period. RESULTS National standards for glycemic control after vascular interventions were not identified. Mounting evidence exists for the long-term consequences of poor glycemic control on the progression of vascular disease. Similarly, there is a large body of evidence supporting tight control of hyperglycemia after general and cardiac surgery during the critical perioperative period. The absolute glucose target remains controversial. Randomized controlled studies are lacking in vascular surgery patients, but the current evidence can be extrapolated to guide management after vascular interventions. Glycated hemoglobin is a biomarker for increased mortality and vascular morbidity after vascular surgery. CONCLUSIONS Hyperglycemia contributes to poor outcome in the vascular patient. Further vascular focused studies are required to determine the proper perioperative serum glucose target and the long-term glycated hemoglobin range.
Collapse
Affiliation(s)
- Yazan Duwayri
- Division of Vascular Surgery and Endovascular Therapies, Emory University School of Medicine, Atlanta, Ga
| | - William D Jordan
- Division of Vascular Surgery and Endovascular Therapies, Emory University School of Medicine, Atlanta, Ga.
| |
Collapse
|
43
|
Montesanto A, Bonfigli AR, De Luca M, Crocco P, Garagnani P, Marasco E, Pirazzini C, Giuliani C, Romagnoli F, Franceschi C, Passarino G, Testa R, Olivieri F, Rose G. Erythropoietin (EPO) haplotype associated with all-cause mortality in a cohort of Italian patients with Type-2 Diabetes. Sci Rep 2019; 9:10395. [PMID: 31316151 PMCID: PMC6637129 DOI: 10.1038/s41598-019-46894-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2018] [Accepted: 06/27/2019] [Indexed: 01/04/2023] Open
Abstract
Type-2 Diabetes (T2D), diabetic complications, and their clinical risk factors harbor a substantial genetic component but the genetic factors contributing to overall diabetes mortality remain unknown. Here, we examined the association between genetic variants at 21 T2D-susceptibility loci and all-cause mortality in an elderly cohort of 542 Italian diabetic patients who were followed for an average of 12.08 years. Univariate Cox regression analyses detected age, waist-to-hip ratio (WHR), glycosylated haemoglobin (HbA1c), diabetes duration, retinopathy, nephropathy, chronic kidney disease (CKD), and anaemia as predictors of all-cause mortality. When Cox proportional hazards multivariate models adjusted for these factors were run, three erythropoietin (EPO) genetic variants in linkage disequilibrium (LD) with each other (rs1617640-T/G, rs507392-T/C and rs551238-A/C) were significantly (False Discovery Rate < 0.1) associated with mortality. Haplotype multivariate analysis revealed that patients carrying the G-C-C haplotype have an increased probability of survival, while an opposite effect was observed among subjects carrying the T-T-A haplotype. Our findings provide evidence that the EPO gene is an independent predictor of mortality in patients with T2D. Thus, understanding the mechanisms by which the genetic variability of EPO affects the mortality of T2D patients may provide potential targets for therapeutic interventions to improve the survival of these patients.
Collapse
Affiliation(s)
- Alberto Montesanto
- Department of Biology, Ecology and Earth Sciences, University of Calabria, 87036, Rende, Italy
| | | | - Maria De Luca
- Department of Nutrition Sciences, University of Alabama at Birmingham, Birmingham, AL, 35294, USA
| | - Paolina Crocco
- Department of Biology, Ecology and Earth Sciences, University of Calabria, 87036, Rende, Italy
| | - Paolo Garagnani
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), Alma Mater Studiorum, University of Bologna, Bologna, Italy.,Clinical Chemistry, Department of Laboratory Medicine, Karolinska Institutet at Huddinge University Hospital, Stockholm, Sweden
| | - Elena Marasco
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Chiara Pirazzini
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Cristina Giuliani
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Fabio Romagnoli
- Diabetology Unit, IRCCS INRCA, National Institute, Ancona, Italy
| | - Claudio Franceschi
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), Alma Mater Studiorum, University of Bologna, Bologna, Italy.,IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | - Giuseppe Passarino
- Department of Biology, Ecology and Earth Sciences, University of Calabria, 87036, Rende, Italy
| | - Roberto Testa
- Clinical Laboratory and Molecular Diagnostics, IRCCS INRCA, Ancona, Italy
| | - Fabiola Olivieri
- Department of Clinical and Molecular Sciences, DISCLIMO, Università Politecnica delle Marche, Ancona, Italy.,Center of Clinical Pathology and Innovative Therapy, National Institute IRCCS INRCA, Ancona, Italy
| | - Giuseppina Rose
- Department of Biology, Ecology and Earth Sciences, University of Calabria, 87036, Rende, Italy.
| |
Collapse
|
44
|
Ikeda M, Shimazawa R. Challenges to hemoglobin A1c as a therapeutic target for type 2 diabetes mellitus. J Gen Fam Med 2019; 20:129-138. [PMID: 31312579 PMCID: PMC6612881 DOI: 10.1002/jgf2.244] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Revised: 02/26/2019] [Accepted: 03/04/2019] [Indexed: 12/21/2022] Open
Abstract
Glycated hemoglobin (HbA1c) is widely accepted as the most reliable measure of long-term glycemia. However, there is disagreement among professional medical societies on a proper glycemic target for long-term benefits in type 2 diabetes (T2D). The use of some glucose-lowering drugs was associated with heart failure despite substantial lowering of HbA1c. The failure of intensive glycemic control to reduce cardiovascular risk in some trials again brought into question the usefulness of HbA1c as a therapeutic target in T2D. In large cardiovascular outcome trials, some newer glucose-lowering drugs were associated with higher risks of heart failure or amputation despite comparable glycemic control between the test and placebo groups. Here, we provide evidence that variation in hemoglobin glycation between individuals is responsible for these inconsistencies. We suggest that further research be conducted in this area and that the findings be applied to clinical trials and practice.
Collapse
Affiliation(s)
- Masayuki Ikeda
- Department of Medical InformaticsKagawa University HospitalKagawaJapan
| | - Rumiko Shimazawa
- Department of Clinical PharmacologyTokai University School of MedicineKanagawaJapan
| |
Collapse
|
45
|
Billeter AT, Eichel S, Scheurlen KM, Probst P, Kopf S, Müller-Stich BP. Meta-analysis of metabolic surgery versus medical treatment for macrovascular complications and mortality in patients with type 2 diabetes. Surg Obes Relat Dis 2019; 15:1197-1210. [PMID: 31201113 DOI: 10.1016/j.soard.2019.04.029] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2018] [Revised: 02/09/2019] [Accepted: 04/26/2019] [Indexed: 12/26/2022]
Abstract
BACKGROUND Although research has shown that metabolic surgery is superior to medical therapy in terms of glycemic control and other cardiovascular risk factors, it remains unclear whether these beneficial effects ultimately result in a reduced incidence of macrovascular complications or mortality in patients with type 2 diabetes. OBJECTIVE This meta-analysis assesses the impact of metabolic surgery versus medical therapy on mortality and macrovascular complications in patients with type 2 diabetes. SETTING Academic centers in the United States, Europe, and Asia. METHODS An unrestricted systematic literature search of MEDLINE, Web of Science, and Cochrane Central Register of Controlled Trials was performed. Randomized controlled trials (RCTs), case-control trials, and cohort studies comparing the effect of metabolic surgery on mortality and the incidence of diabetes-associated macrovascular complications to a medically treated control group were identified. The last search was performed on June 15, 2018. RESULTS The literature search yielded 3721 potentially eligible articles. Nineteen studies (6 RCTs, 13 nonrandomized studies) were ultimately included. Metabolic surgery was found to be associated with reduced mortality (odds ratio .34, 95% confidence interval [.25-.46], P < .00001) and macrovascular complication rates (odds ratio .38, 95% confidence interval [.22-.67], P = .0008). CONCLUSIONS Because metabolic surgery is associated with lower mortality and macrovascular complication rates than medical therapy, it seems to be the superior treatment choice for patients with type 2 diabetes. Additional, high-quality RCTs with adequate follow-up comparing state of the art surgical and medical therapies including glifozins and liraglutide are nevertheless needed to identify which patients would benefit most from metabolic surgery.
Collapse
Affiliation(s)
- Adrian T Billeter
- Department of General, Visceral, and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany.
| | - Sebastian Eichel
- Department of General, Visceral, and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Katharina M Scheurlen
- Department of General, Visceral, and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Pascal Probst
- Department of General, Visceral, and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Stefan Kopf
- Department of Internal Medicine I and Clinical Chemistry, University of Heidelberg, Heidelberg, Germany
| | - Beat P Müller-Stich
- Department of General, Visceral, and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| |
Collapse
|
46
|
Carrillo-Larco RM, Barengo NC, Albitres-Flores L, Bernabe-Ortiz A. The risk of mortality among people with type 2 diabetes in Latin America: A systematic review and meta-analysis of population-based cohort studies. Diabetes Metab Res Rev 2019; 35:e3139. [PMID: 30761721 DOI: 10.1002/dmrr.3139] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2019] [Revised: 02/06/2019] [Accepted: 02/11/2019] [Indexed: 12/16/2022]
Abstract
Type 2 diabetes mellitus (T2DM) is associated with a high mortality risk, although the magnitude of this association remains unknown in Latin America (LA). We aimed to assess the strength of the association between T2DM and all-cause and cause-specific mortality in population-based cohort studies in LA. Systematic review and meta-analysis: inclusion criteria were (1) men and women 18 years old and above with T2DM; (2) study outcomes all-cause and/or cause-specific mortality; and (3) using people without T2DM as comparison group. Five databases (Scopus, Medline, Embase, Global Health, and LILACS) were searched. Risk of bias was evaluated with the ROBINS-I criteria. Initially, there were 979 identified studies, of which 17 were selected for qualitative synthesis; 14 were included in the meta-analysis (N = 416 821). Self-reported T2DM showed a pooled relative risk (RR) of 2.49 for all-causes mortality (I-squared [I2 ] = 85.7%, p < 0.001; 95% confidence interval [CI], 1.96-3.15). T2DM based on a composite definition was associated with a 2.26-fold higher all-cause mortality (I2 = 93.9%, p < 0.001; 95% CI, 1.36-3.74). The pooled risk estimates were similar between men and women, although higher at younger ages. The pooled RR for cardiovascular mortality was 2.76 (I2 = 59.2%; p < 0.061; 95% CI, 1.99-3.82) and for renal mortality 15.85 (I2 = 0.00%; p < 0.645; 95% CI, 9.82-25.57). Using available population-based cohort studies, this work has identified and estimated the strength of the association between T2DM and mortality in LA. The higher mortality risk compared with high-income countries deserves close attention from health policies makers and clinicians to improve diabetes care and control hence preventing complications and delaying death.
Collapse
Affiliation(s)
- Rodrigo M Carrillo-Larco
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- CRONICAS Centre of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Noël C Barengo
- Department of Medical and Population Health Sciences Research, Herbert Wertheim College of Medicine, Florida International University, Miami, FL, USA
- Department of Public Health, University of Helsinki, Helsinki, Finland
| | - Leonardo Albitres-Flores
- CRONICAS Centre of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
- Facultad de Medicina, Universidad Nacional de Trujillo, Trujillo, Peru
- Sociedad Cientifica de Estudiantes de Medicina de la Universidad Nacional de Trujillo-SOCEMUNT, Trujillo, Peru
| | - Antonio Bernabe-Ortiz
- CRONICAS Centre of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
- Facultad de Ciencias de la Salud, Universidad Peruana de Ciencias Aplicadas, Lima, Peru
| |
Collapse
|
47
|
Hammad MA, Syed Sulaiman SA, Abubakar U, Mohamed Noor DA. The effects of glycemic control on morbidity and survival among diabetic patients. Diabetes Metab Syndr 2019; 13:1035-1040. [PMID: 31336440 DOI: 10.1016/j.dsx.2019.01.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2018] [Accepted: 01/14/2019] [Indexed: 01/20/2023]
Abstract
AIMS The study intended to investigate the impact of controlled glycemia on morbidity and estimated 10-year survival (ES-10Y). METHODS A cross-sectional investigation was conducted at General Penang Hospital, Malaysia. Demographic criteria and laboratory tests of patients were investigated. Controlled glycemia (CG) was recognized as glycated hemoglobin (HbA1c) ≤7% depending on American Diabetes Association guidelines 2018. Charlson Comorbidity Index (CCI) was used to estimate the confounding influence of co-morbidities and predict ES-10Y. Data was managed by IBM-SPSS 23.0. RESULTS A total of 400 cases categorized to (44.25%) patients with CG, and (55.75%) cases had uncontrolled glycemia (UCG). HbA1c mean in CG and UCG group was (6.8 ± 0.9 vs 9.5 ± 1.6, P-value: 0.001). Fasting blood glucose was (7 ± 2.3 vs. 9.9 ± 4.3, P-value: 0.001) in CG and UCG group. CCI was (3.38 ± 2.38 vs. 4.42 ± 2.70, P-value: 0.001) and, ES-10Y was (62% vs 46.2%, p-value: 0.001) in CG vs. UCG respectively. Spearman test indicates a negative correlation between CG and CCI (r: 0.19, p-value: 0.001). Logistic regression confirmed HbA1c as a significant predictor of CCI (r2: 0.036, P-value: 0.001). CG has a positive correlation with survival (r: 0.16, P-value: 0.001) and logistic regression of survival (r2: 0.26, P-value: 0.001). CONCLUSIONS More than one-half of the investigated persons had UCG. Controlled HbA1c was associated with lower co-morbidities and higher ES-10Y.
Collapse
Affiliation(s)
- Mohamed Anwar Hammad
- Department of Clinical Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, Malaysia.
| | - Syed Azhar Syed Sulaiman
- Department of Clinical Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, Malaysia.
| | - Usman Abubakar
- Department of Clinical Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, Malaysia.
| | - Dzul Azri Mohamed Noor
- Department of Clinical Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, Malaysia.
| |
Collapse
|
48
|
Mongraw-Chaffin M, Bertoni AG, Golden SH, Mathioudakis N, Sears DD, Szklo M, Anderson CAM. Association of Low Fasting Glucose and HbA1c With Cardiovascular Disease and Mortality: The MESA Study. J Endocr Soc 2019; 3:892-901. [PMID: 31020054 PMCID: PMC6469950 DOI: 10.1210/js.2019-00033] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Accepted: 02/26/2019] [Indexed: 12/12/2022] Open
Abstract
Trials of intensive glucose control have not improved cardiovascular disease (CVD) risk in populations with type 2 diabetes; however, in the general population, reports are inconsistent about the effects of maintaining lower glucose levels. Some speculate that low glycemic values are associated with increased glycemic variability, which is in turn associated with higher CVD risk. It has also been suggested that fasting glucose and hemoglobin A1c (HbA1c) in the lower ranges have a different relationship with CVD and mortality. In 4990 participants from the Multi-Ethnic Study of Atherosclerosis, we used logistic regression to investigate associations of low fasting glucose (<80 mg/dL) and HbA1c (<5.0%) from baseline and averaged across follow-up with incident CVD and mortality over 13 years. We used normal glycemic ranges (80 to <100 mg/dL and 5.0 to <5.7%) as references and analyzed glycemic levels with visit-matched covariates. We adjusted for potential confounding by age, sex, race/ethnicity, education, income, smoking status, body mass index, total cholesterol level, cholesterol medications, high-density lipoprotein cholesterol, and hypertension. Low baseline glucose and HbA1c were positively, but not significantly, associated with mortality, whereas low average fasting glucose and HbA1c were strongly and significantly associated with incident CVD [glucose OR, 2.04 (95% CI, 1.38-3.00); HbA1c OR, 2.01 (95% CI, 1.58-2.55)] and mortality [glucose OR, 1.93 (95% CI, 1.33-2.79); HbA1c OR, 2.51 (95% CI, 2.00-3.15)]. These results were not due to type 2 diabetes or medication use. Glucose variability did not explain CVD risk beyond average glucose levels. Chronic low fasting glucose and HbA1c may be better indicators of risk than a single low measurement.
Collapse
Affiliation(s)
- Morgana Mongraw-Chaffin
- Department of Epidemiology & Prevention, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Alain G Bertoni
- Department of Epidemiology & Prevention, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Sherita Hill Golden
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.,Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Nestoras Mathioudakis
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Dorothy D Sears
- Department of Medicine, University of California San Diego, La Jolla, California.,Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California
| | - Moyses Szklo
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Cheryl A M Anderson
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.,Department of Medicine, University of California San Diego, La Jolla, California.,Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California
| |
Collapse
|
49
|
Mirghani HO. The association between hypoglycemia and hospital use, food insufficiency, and unstable housing conditions: a cross-sectional study among patients with type 2 diabetes in Sudan. BMC Res Notes 2019; 12:108. [PMID: 30819208 PMCID: PMC6394060 DOI: 10.1186/s13104-019-4145-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2019] [Accepted: 02/21/2019] [Indexed: 11/10/2022] Open
Abstract
Objectives Hypoglycemia is associated with mortality and healthcare utilization. We aimed to assess hypoglycemia risk and Hospital use among Sudanese patients with type 2 diabetes. Results One hundred and fifty-nine patients with type 2 diabetes attending a diabetes center in Omdurman, Sudan during the period from June to September 2018were approached. A structured questionnaire based on hypoglycemia risk and Hospital use, Fasting plasma glucose (FPG) and the glycated hemoglobin (HbA1c) was used to interview the patients. Participants (age 58.13 ± 9.96 years), 4.4%, 14.5%, and 81.1% were at high, moderate, and low hypoglycemia respectively, 66% reported food insufficiency, while 15.1% had unstable housing conditions. No relationship was evident between the hypoglycemia risk, gender, unstable housing conditions, food insufficiency, fasting plasma glucose,HbA1c, and the duration since the diagnosis of diabetes. A considerable number (18.9%) of Sudanese patients with diabetes were at moderate/high risk of hypoglycemia and Hospital use, including hypoglycemia risk and hospital use assessment in the holistic care of diabetes are recommended.
Collapse
Affiliation(s)
- Hyder Osman Mirghani
- Department of Internal Medicine, Faculty of Medicine, University of Tabuk, Tabuk, Saudi Arabia. .,Faculty of Medicine, University of Tabuk, PO Box 3378, Tabuk, 51941, Saudi Arabia.
| |
Collapse
|
50
|
Perry A, Chung MJ, Novak E, Krone R, Brown DL. Development of a risk score to identify patients with type 2 diabetes mellitus and multivessel coronary artery disease who can defer bypass surgery. Diagn Progn Res 2019; 3:3. [PMID: 31093573 PMCID: PMC6460751 DOI: 10.1186/s41512-019-0048-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Accepted: 01/09/2019] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Current American College of Cardiology/American Heart Association (ACC/AHA) guidelines provide a class I recommendation for patients with type 2 diabetes mellitus and multivessel coronary artery disease (CAD) to be treated with coronary artery bypass graft surgery (CABG). However, these patients are heterogeneous in terms of the risks and benefits associated with CABG. We sought to develop a risk score to identify low-risk patients with diabetes and multivessel CAD in whom CABG can be safely deferred. METHODS Patients in the CABG strata randomized to intensive medical therapy (IMT) in the Bypass Angioplasty Revascularization Investigation 2 Diabetes (BARI 2D) trial who experienced death, myocardial infarction (MI), or stroke were compared with those who did not. We developed a risk score for death, MI, or stroke using a Cox proportional hazards model that included the following variables: age, history of heart failure, history of hypercholesterolemia, history of stroke, transient ischemic attack, serum creatinine, insulin use, myocardial jeopardy index, and HbA1c. RESULTS Among patients with a risk score less than the median, those randomized to IMT or prompt CABG experienced similar rates of event-free survival at 5 years (77.8% vs. 83.2%, logrank P = 0.24). Among patients with a risk score greater than the median, those randomized to IMT experienced worse rates of event-free survival at 5 years than those randomized to prompt CABG (60.3% vs 73.2%, logrank P = 0.01). CONCLUSIONS A novel risk score identifies low-risk patients with diabetes and stable, symptomatic multivessel CAD in whom CABG can be safely deferred.
Collapse
Affiliation(s)
- Andrew Perry
- 0000 0001 2355 7002grid.4367.6Cardiovascular Division, Washington University School of Medicine, Campus Box 8086, 660 S. Euclid Avenue, St. Louis, MO 6311 USA
| | - Matthew J. Chung
- 0000 0001 2355 7002grid.4367.6Cardiovascular Division, Washington University School of Medicine, Campus Box 8086, 660 S. Euclid Avenue, St. Louis, MO 6311 USA
| | - Eric Novak
- 0000 0001 2355 7002grid.4367.6Cardiovascular Division, Washington University School of Medicine, Campus Box 8086, 660 S. Euclid Avenue, St. Louis, MO 6311 USA
| | - Ronald Krone
- 0000 0001 2355 7002grid.4367.6Cardiovascular Division, Washington University School of Medicine, Campus Box 8086, 660 S. Euclid Avenue, St. Louis, MO 6311 USA
| | - David L. Brown
- 0000 0001 2355 7002grid.4367.6Cardiovascular Division, Washington University School of Medicine, Campus Box 8086, 660 S. Euclid Avenue, St. Louis, MO 6311 USA
| |
Collapse
|