1
|
Arietti P, Boye KS, Guidi M, Rachman J, Federici MO, Raiola R, Avitabile A, Valentine WJ. Improving outcomes with early and intensive metabolic control in patients with type 2 diabetes: a long-term modeling analysis of clinical and cost outcomes in Italy. J Diabetes Metab Disord 2025; 24:58. [PMID: 39886102 PMCID: PMC11780239 DOI: 10.1007/s40200-024-01553-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Accepted: 12/16/2024] [Indexed: 02/01/2025]
Abstract
Objectives This analysis quantifies the potential long-term clinical and cost benefits of early and intensive metabolic control (EIMC) versus conventional management in patients newly diagnosed with type 2 diabetes in Italy. Methods The PRIME T2D Model was used to project clinical and cost outcomes over long-term time horizons for a newly diagnosed cohort of patients receiving EIMC or conventional management. EIMC was associated with a mean glycated hemoglobin reduction of 0.6% from baseline and a mean weight loss of 9.5 kg (8.2%) for a duration of 6 years, before gradually returning to the same levels as the conventional management arm over 6 years. Modifiable risk factors were assumed to progress over time based on published regression functions. Direct and indirect costs associated with diabetes-related complications were accounted in 2021 Euros (EUR), with unit costs and health state utilities derived from published sources. Future costs and clinical benefits were discounted at 3% annually. Results For the population diagnosed with type 2 diabetes in 2021 (estimated at 216,417 cases), EIMC was projected to add approximately 33,112 years of life and 55,403 quality-adjusted life years versus conventional management. Cost savings with EIMC were estimated at EUR 494 million, EUR 608 million and EUR 628 million in the incident population at 10- and 20- and 50-year time horizons, respectively. Conclusions According to this modeling study, early and intensive metabolic control has the potential to substantially improve clinical outcomes and reduce economic burden compared with conventional management of patients with type 2 diabetes in Italy. Supplementary Information The online version contains supplementary material available at 10.1007/s40200-024-01553-w.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | - William J. Valentine
- Ossian Health Economics and Communications GmbH, Bäumleingasse 20, Basel, 4051 Switzerland
| |
Collapse
|
2
|
Romera IC, Redondo-Antón J, Rubio-de Santos M, Díaz-Cerezo S, Artime E, Rafels-Ybern A, Ortega E, Conget I. The Association Between HbA1c Levels and the Risk of Myocardial Infarction and Stroke in People with Type 2 Diabetes: A Post Hoc Analysis of the REPRESENT Study. Diabetes Ther 2025; 16:1229-1239. [PMID: 40146377 PMCID: PMC12085494 DOI: 10.1007/s13300-025-01727-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2024] [Accepted: 03/11/2025] [Indexed: 03/28/2025] Open
Abstract
INTRODUCTION The aim of this work was to analyze the association between baseline glycated hemoglobin (HbA1c) levels and other factors on the risk of first myocardial infarction (MI) and on the risk of first stroke in people with type 2 diabetes (T2D) in Spain. METHODS This post hoc analysis of the REPRESENT study used the IQVIA electronic medical records database. Cumulative incidences were estimated using the Kaplan-Meier method, and Cox regression models were used to identify associated risk factors, including gender, age, HbA1c, or prior cardiovascular disease (other than MI/stroke). RESULTS Median follow-up was 7 years. In people without prior MI/stroke, the incidence (95% confidence interval [CI]) of first MI/stroke was 0.31 (0.28-0.34) and 0.18 (0.15-0.20) events per 100 patient-years, respectively. Baseline HbA1c levels < 6.5% were independently associated with lower risk of first MI (hazard ratio [HR] 0.76 [95% CI 0.61-0.94]) and of first stroke (HR 0.74 [95% CI 0.56-0.98]). Male sex, age ≥ 50 years, and previous cardiovascular disease were independently associated with a higher risk of MI/stroke. CONCLUSIONS This analysis found an association between baseline HbA1c levels < 6.5% and lower risk of a first MI or stroke in a T2D cohort in Spain, suggesting a role of stringent glycemic control in the prevention of cardiovascular complications.
Collapse
Affiliation(s)
| | | | | | - Silvia Díaz-Cerezo
- Eli Lilly and Company, Avda. de la Industria 30, Alcobendas, 28108, Madrid, Spain
| | - Esther Artime
- Eli Lilly and Company, Avda. de la Industria 30, Alcobendas, 28108, Madrid, Spain
| | | | - Emilio Ortega
- Diabetes Unit, Department of Endocrinology and Nutrition, Hospital Clínic, Barcelona, Spain
- Biomedical Research Center Network for the Physiopathology of Obesity and Nutrition (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- August Pi i Sunyer Biomedical Research Institute, Hospital Clínic, Barcelona, Spain
| | - Ignacio Conget
- Diabetes Unit, Department of Endocrinology and Nutrition, Hospital Clínic, Barcelona, Spain
| |
Collapse
|
3
|
Zahalka SJ, Akturk HK, Galindo RJ, Shah VN, Low Wang CC. Continuous Glucose Monitoring for Prediabetes - Roles, Evidence, and Gaps. Endocr Pract 2025:S1530-891X(25)00893-6. [PMID: 40409607 DOI: 10.1016/j.eprac.2025.05.742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2025] [Revised: 04/28/2025] [Accepted: 05/13/2025] [Indexed: 05/25/2025]
Abstract
Continuous glucose monitoring (CGM) has transformed the care of patients with diabetes, and there is great potential to extend these benefits to prediabetes. The recent FDA approval of over the counter CGMs has increased interest for use in individuals with prediabetes. It is of particular interest to use CGM to guide early individualized lifestyle interventions to prevent the progression of prediabetes to diabetes and support reversion to normoglycemia. In this review, we discuss published evidence regarding CGM metrics in normoglycemia, briefly review the use of CGM to diagnose prediabetes, and review available evidence for CGM use during lifestyle interventions in individuals with prediabetes. Future studies are needed to validate CGM metrics for prediabetes and evaluate effects of early intervention with CGM in this population.
Collapse
Affiliation(s)
- Salwa J Zahalka
- Division of Endocrinology, Metabolism and Diabetes, University of Colorado Anschutz Medical Campus, 12801 East 17th Avenue, Mail Stop 8106, Aurora, CO 80045.
| | - Halis K Akturk
- Barbara Davis Center for Diabetes, University of Colorado, 1775 Aurora Ct #A140, Aurora, CO 80045.
| | - Rodolfo J Galindo
- University of Miami Miller School of Medicine, Division of Endocrinology, 1450 Northwest 10th Avenue, Miami, FL 33136.
| | - Viral N Shah
- Division of Endocrinology & Metabolism, Indiana University School of Medicine, 1120 W. Michigan Street CL380, Room 380F, Indianapolis, IN 46202-5209.
| | - Cecilia C Low Wang
- Department of Medicine, Division of Endocrinology, Metabolism and Diabetes, University of Colorado Anschutz Medical Campus School of Medicine, 12801 East 17(th) Avenue, MS8106, Aurora, CO 80045.
| |
Collapse
|
4
|
Ortega E, Redondo-Antón J, Díaz-Cerezo S, Rubio-de Santos M, Romera I. Glycaemic and Weight Control in People Aged 65 or Younger Newly Diagnosed with Type 2 Diabetes in Spain: Insights from the PRIORITY-T2D Study. Adv Ther 2025:10.1007/s12325-025-03230-7. [PMID: 40388088 DOI: 10.1007/s12325-025-03230-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2025] [Accepted: 04/30/2025] [Indexed: 05/20/2025]
Abstract
INTRODUCTION The objective of this study was to determine the number of people within glycated haemoglobin (HbA1c) targets and achieving weight-loss goals during the first 5 years after type 2 diabetes (T2D) diagnosis and to explore the relationship between early weight loss and glycaemic control in routine care in Spain. METHODS This was an observational retrospective study using IQVIA's electronic medical record database, including adults aged ≤ 65 years newly diagnosed with T2D. Variables included baseline sociodemographic/clinical characteristics, yearly HbA1c and weight data, and treatment patterns. Descriptive statistics and regression analyses were used. RESULTS A total of 8973 people with T2D were included (mean age 53 years; mean baseline HbA1c 7.7%; obesity at diagnosis: 64%). During the first 5 years post-T2D diagnosis, 46-63% of the population did not have HbA1c < 6.5%, and > 60%, and > 80% of subjects did not achieve ≥ 5% and ≥ 10% weight loss, respectively. Early weight loss goal achievement (1st year after diagnosis) and weight loss magnitude were associated with a higher percentage of people with HbA1c < 6.5%. CONCLUSIONS Many individuals with T2D did not have HbA1c < 6.5% in the first 5 years after diagnosis and did not achieve ≥ 5% or ≥ 10% weight loss. Early weight loss after T2D diagnosis was associated with higher likelihood of achieving early glycaemic control.
Collapse
Affiliation(s)
- Emilio Ortega
- Diabetes Unit, Department of Endocrinology and Nutrition, Hospital Clínic, C. de Villarroel, 170, L'Eixample, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de la Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, Monforte de Lemos, 3-5, 28029, Madrid, Spain
- Institut d'Investigacions, Hospital Clínic, Biomèdiques August Pi i Sunyer, C. de Villarroel, 170, L'Eixample, 08036, Barcelona, Spain
| | | | - Silvia Díaz-Cerezo
- Eli Lilly and Company, Av. de la Industria, 30, Alcobendas, 28108, Madrid, Spain
| | | | - Irene Romera
- Eli Lilly and Company, Av. de la Industria, 30, Alcobendas, 28108, Madrid, Spain.
| |
Collapse
|
5
|
Gopalan A, Board CA, Alexeeff SE, Nugent JR, Mishra P, Karter AJ, Grant RW. Developing and Validating Models to Predict Suboptimal Early Glycemic Control Among Individuals With Younger Onset Type 2 Diabetes. Med Care 2025:00005650-990000000-00345. [PMID: 40396990 DOI: 10.1097/mlr.0000000000002164] [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: 05/22/2025]
Abstract
OBJECTIVE Younger age at the time of type 2 diabetes onset increases individuals' future complication risk. Proactively identifying younger-onset individuals at increased risk of not achieving early glycemic goals can support targeted initial care. DESIGN AND METHODS Individuals (ages 21-44) newly diagnosed with type 2 diabetes were identified and randomly assigned to training (70%) and validation (30%) datasets. Least absolute shrinkage and selection operator regression models were specified to identify key predictors (assessed at diagnosis) of suboptimal glycemic control (HbA1c≥8%) within 1 year after diagnosis using the training dataset. The full model included 48 candidate predictors. We also developed additional more streamlined models using more widely available predictors (transferable model), a smaller number of available predictors (simplified transferable model), and a bivariate model with HbA1c as the sole predictor (HbA1c-only model). Model-based predicted risk scores were used to stratify individuals in the validation dataset. RESULTS The cohort included 10,879 individuals. All of the models, including the HbA1c-only model, performed comparably. All had good discrimination (C-statistics ranging from 0.71 to 0.73) in the validation dataset. CONCLUSIONS When predicting the risk of not achieving glycemic goals, the HbA1c-only model had comparable performance to the more complex prediction models. This simple risk stratification requires no computation and could be implemented simply by looking at the diagnosis HbA1c value. This practical approach can be used to identify newly diagnosed younger adults who may need extra attention during the critical early period after diagnosis.
Collapse
Affiliation(s)
- Anjali Gopalan
- Kaiser Permanente Northern California, Division of Research, Pleasanton, CA
| | | | | | | | | | | | | |
Collapse
|
6
|
Ratzki-Leewing A, Harris SB, Rabasa-Lhoret R, Poon Y. FRONTIER: FReeStyle Libre system use in Ontario among people with diabetes in the IC/ES database-Evidence from real-world practice: Patients on basal insulin, glucagon-like peptide 1 receptor agonist or oral therapies. Diabetes Obes Metab 2025; 27:2637-2646. [PMID: 40117297 DOI: 10.1111/dom.16266] [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: 11/22/2024] [Revised: 01/21/2025] [Accepted: 02/02/2025] [Indexed: 03/23/2025]
Abstract
AIM We aimed to investigate glycated haemoglobin (HbA1c) levels and healthcare resource utilization (HCRU; emergency department [ED] visits or hospitalization) before and after adoption of FreeStyle Libre sensor-based glucose monitoring systems (FSL) by people with type 2 diabetes mellitus (T2DM) on basal insulin without glucagon-like peptide 1 receptor agonist (GLP-1 RA) therapy, basal insulin with GLP-1 RA therapy, GLP-1 RA therapy without insulin or oral therapy alone. MATERIALS AND METHODS Routinely collected administrative health data (housed at IC/ES, formerly the Institute for Clinical Evaluative Sciences) in Ontario, Canada were used to identify 20 253 people with T2DM who had a first FSL claim between 16 September 2019 and 31 August 2020 (index date) and remained active on FSL for 24 months' follow-up. HCRU was measured for 12 months before the index date and the last 12 months of the 24-month follow-up period. HbA1c data were taken from the latest tests in each period. RESULTS Mean HbA1c was statistically significantly reduced after FSL acquisition among people aged ≤65 or >65 years in all four treatment groups (range, 0.3-0.8% reduction). After FSL acquisition, ED visits and hospitalization were statistically significantly reduced in the oral therapy only group and in some basal insulin subgroups (without GLP-1 RA, all except hospitalization aged ≤65 years; with GLP-1 RA, only ED visits aged ≤65 years). CONCLUSIONS Among people with T2DM using basal insulin and/or non-insulin therapies, HbA1c levels were statistically significantly improved and HCRU was reduced after initiation of FSL.
Collapse
Affiliation(s)
- Alexandria Ratzki-Leewing
- Western University, London, Ontario, Canada
- University of Maryland Institute for Health Computing, North Bethesda, Maryland, USA
- Division of Gerontology, Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | | | | | - Yeesha Poon
- Abbott Diabetes Care, Mississauga, Ontario, Canada
| |
Collapse
|
7
|
Zhang Q, Fan Y, Liu X, Zhang M, Zhang J, Du Q, Kang L, Chen L. Population profile and glycemic control following initiation or switch of injectable therapies in Tianjin, China: A real-world retrospective cohort study of adults with type 2 diabetes. J Diabetes Investig 2025; 16:842-851. [PMID: 39899440 PMCID: PMC12057371 DOI: 10.1111/jdi.14415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Revised: 01/06/2025] [Accepted: 01/16/2025] [Indexed: 02/05/2025] Open
Abstract
AIMS To evaluate characteristics and glycemic outcomes in individuals with type 2 diabetes using injectable therapies in real-world clinical practice in Tianjin, China. MATERIALS AND METHODS Data from inpatients and outpatients receiving injectable therapies between January 2015 and December 2019 were collected from the Tianjin regional electronic medical records and retrospectively analyzed. Seven cohorts were identified, including individuals initiating injectable therapies (premixed insulin [n = 4,687], basal insulin [4,177], or glucagon-like peptide-1 receptor agonists [541]) or switching injectable therapies (premixed insulin to basal insulin [1,298], basal insulin to premixed insulin [1,457], basal insulin to basal + bolus insulin [1,772], or glucagon-like peptide-1 receptor agonists to basal insulin ± glucagon-like peptide-1 receptor agonists [82]). RESULTS In participants initiating therapy, glycated hemoglobin and fasting plasma glucose were highest in the basal insulin cohort, while among participants switching therapy, the highest values were in the basal insulin ± glucagon-like peptide-1 receptor agonists cohort. Initiating therapy with premixed or basal insulin and switching from basal insulin to basal + bolus insulin improved glycemic control over 12 months. A mean delay in initiating therapy of up to 13 months after oral glucose-lowering drug failure was observed, with 60% having a delay of >6 months. This delay was associated with a lower proportion achieving glycemic control 3 months after initiation. CONCLUSIONS Effectiveness was not observed at all time points in all cohorts, suggesting some treatments were not used in the appropriate population. Delays in initiating injectable therapies were observed and were associated with poor glycemic control.
Collapse
Affiliation(s)
- Qiumei Zhang
- NHC Key Laboratory of Hormones and Development, Tianjin Key Laboratory of Metabolic Diseases, Chu Hsien‐I Memorial Hospital and Tianjin Institute of EndocrinologyTianjin Medical UniversityTianjinChina
| | - Yaqing Fan
- NHC Key Laboratory of Hormones and Development, Tianjin Key Laboratory of Metabolic Diseases, Chu Hsien‐I Memorial Hospital and Tianjin Institute of EndocrinologyTianjin Medical UniversityTianjinChina
| | - Xixi Liu
- NHC Key Laboratory of Hormones and Development, Tianjin Key Laboratory of Metabolic Diseases, Chu Hsien‐I Memorial Hospital and Tianjin Institute of EndocrinologyTianjin Medical UniversityTianjinChina
| | | | | | - Qin Du
- Sanofi Investment Co., Ltd.ShanghaiChina
| | - Lei Kang
- Sanofi Investment Co., Ltd.ShanghaiChina
| | - Liming Chen
- NHC Key Laboratory of Hormones and Development, Tianjin Key Laboratory of Metabolic Diseases, Chu Hsien‐I Memorial Hospital and Tianjin Institute of EndocrinologyTianjin Medical UniversityTianjinChina
| |
Collapse
|
8
|
Ji Y, Lyu Z, Cui B, Wang W. Diabetes Status and Cardiovascular Complications Risk in Noncardiac Surgery: A Population-Based Cohort Study. Endocr Pract 2025; 31:585-591. [PMID: 40015631 DOI: 10.1016/j.eprac.2025.02.011] [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: 12/31/2024] [Revised: 02/10/2025] [Accepted: 02/12/2025] [Indexed: 03/01/2025]
Abstract
OBJECTIVE Patients with diabetes are considered to be at high surgical risk due to the potential occurrence of cardiovascular and diabetes-related complications. Limited research exists on the cardiovascular risk profiles of patients with prediabetes and undiagnosed diabetes in noncardiac surgery. In this population-based cohort study, we investigated different glycated hemoglobin levels and their associated postoperative cardiovascular risks. METHODS In this perioperative cohort study, participants were categorized into four groups: nondiabetes, prediabetes, undiagnosed diabetes, and diagnosed diabetes. The primary endpoint was the occurrence of major adverse cardiovascular events (MACE) at 30 days postoperatively, with secondary outcomes assessed at 90 days. The association between various groups and postoperative MACE was evaluated using Cox proportional hazards models and Kaplan-Meier curves. Subgroup analyses and sensitivity analyses were also performed. RESULTS We enrolled 13 207 eligible patients undergoing noncardiac surgeries, among whom 3841 (29.08%) had prediabetes and 1521 (11.52%) had undiagnosed diabetes. In the 30-day postoperative period, the prediabetes group (hazard ratio [HR] [95% CI]: 1.70 [1.15, 2.52]), undiagnosed diabetes group (HR [95% CI]: 2.36 [1.15, 3.68]), and diagnosed diabetes group (HR [95% CI]: 2.33 [1.54, 3.53]) exhibited increased risks of MACE compared to the nondiabetes group. Similar findings were observed for the 90-day postoperative MACE. Further subgroup analysis revealed a significant interaction between sex and states of glycemic regulation (P for interaction < 0.005). CONCLUSION In this cohort, a notable proportion of patients with prediabetes or undiagnosed diabetes were found to be undergoing noncardiac surgeries. They were associated with an increased risk of developing postoperative MACE.
Collapse
Affiliation(s)
- Yunxi Ji
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, State Key Laboratory of Medical Genomics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zhihan Lyu
- Department of General Medicine, Shanghai Ninth People 's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Bin Cui
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, State Key Laboratory of Medical Genomics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| | - Weiqing Wang
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, State Key Laboratory of Medical Genomics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| |
Collapse
|
9
|
Shabnam S, Zaccardi F, Yates T, Islam N, Razieh C, Chudasama YV, Banerjee A, Seidu S, Khunti K, Gillies CL. COVID-19 pandemic and risk factor measurement in individuals with cardio-renal-metabolic diseases: A retrospective study in the United Kingdom. PLoS One 2025; 20:e0319438. [PMID: 40273067 PMCID: PMC12021215 DOI: 10.1371/journal.pone.0319438] [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: 09/06/2024] [Accepted: 02/01/2025] [Indexed: 04/26/2025] Open
Abstract
BACKGROUND Comprehensive research about changes in risk factor (RF) management of people with chronic conditions during the COVID-19 pandemic is sparse. We aimed to study the impact of the pandemic on RF assessment in people with type 2 diabetes (T2DM), cardiovascular disease (CVD), and chronic kidney disease (CKD). METHOD Using UK Clinical Practice Research Datalink GOLD, we identified adults with T2DM, CVD and CKD who were alive and registered two years before (March 2018 - February 2019; March 2019 - February 2020) and one year during (March 2020 - February 2021) the pandemic. We estimated the proportion of people whose RFs (systolic (SBP) and diastolic (DBP) blood pressure, total cholesterol (TC), body mass index, smoking, and HbA1c) were assessed, mean values, and the proportion of controlled at each period for each cohort, overall and by age, sex, ethnicity, and deprivation. Multivariable logistic regression was used to estimate the association of patient characteristics (age, sex, ethnicity, deprivation, and comorbidity) with the outcome of having all RFs assessed during a given period. RESULTS Within the T2DM cohort, 66.4% and 65.2% had assessments of HbA1c in 2018 and 2019, which reduced to 43.4% in 2020. In CVD cohort, 76.9% and 72.6% had their BP measurements (54.5% and 51.3% for TC) in 2018 and 2019 respectively, which declined to 40.6% (30.7% for TC) in 2020. In CKD cohort, BP assessments declined from 77.9% and 72.3% in 2018 and 2019 respectively to 45.0% in 2020. These findings were consistent across patient demographics. In those with T2DM, SBP and DBP increased (+1.65 mmHg and +1.02 mmHg) in 2020. Elderly people were less likely to have all their RFs assessed in 2020 in all three cohorts compared to previous years. CONCLUSIONS Among people with major cardiometabolic conditions, there have been substantial reductions in the assessment and control of several key RFs during the pandemic. These patients will need regular monitoring in future for the prevention of complications. Our findings also highlight the need for resilient healthcare systems to ensure continuity of care and mitigate disparities in high-risk populations.
Collapse
Affiliation(s)
- Sharmin Shabnam
- Leicester Real World Evidence Unit, Leicester Diabetes Centre, Leicester, United Kingdom
| | - Francesco Zaccardi
- Leicester Real World Evidence Unit, Leicester Diabetes Centre, Leicester, United Kingdom
| | - Tom Yates
- National Institute for Health Research (NIHR) Leicester Biomedical Research Centre (BRC), Leicester Diabetes Centre, Leicester General Hospital, Leicester, United Kingdom
| | - Nazrul Islam
- Primary Care Research Centre, University of Southampton, Southampton, United Kingdom
| | - Cameron Razieh
- Leicester Real World Evidence Unit, Leicester Diabetes Centre, Leicester, United Kingdom
- Health Analysis and Life Events Division, Office for National Statistics, Newport, United Kingdom
| | - Yogini V Chudasama
- Leicester Real World Evidence Unit, Leicester Diabetes Centre, Leicester, United Kingdom
| | - Amitava Banerjee
- Institute of Health Informatics, University College London, London, United Kingdom
| | - Samuel Seidu
- Leicester Real World Evidence Unit, Leicester Diabetes Centre, Leicester, United Kingdom
| | - Kamlesh Khunti
- Leicester Real World Evidence Unit, Leicester Diabetes Centre, Leicester, United Kingdom
| | - Clare L Gillies
- Leicester Real World Evidence Unit, Leicester Diabetes Centre, Leicester, United Kingdom
| |
Collapse
|
10
|
Kruger DF, Parkin CG, Hirsch IB, Aleppo G, McGill JB, Galindo RJ, Levy CJ, Umpierrez GE, Grunberger G, Bergenstal RM. Addressing the Diabetes Tsunami Requires Expanded Access to Diabetes Technologies. J Diabetes Sci Technol 2025:19322968251332956. [PMID: 40207786 PMCID: PMC11985479 DOI: 10.1177/19322968251332956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/11/2025]
Abstract
The use of continuous glucose monitoring (CGM) and automated insulin delivery (AID) technologies can improve patient outcomes and overall quality of life while helping to reduce the long-term costs. However, current eligibility criteria imposed by many major commercial insurers limit access to these technologies among a large portion of the diabetes population. This narrative review and commentary highlights the evidence supporting the use of CGM and AID in the various diabetes populations, discuss the current eligibility criteria that make these technologies inaccessible to individuals who would benefit, and present recommendations for modifying these criteria.
Collapse
Affiliation(s)
- Davida F. Kruger
- Division of Endocrinology, Diabetes, Bone & Mineral, Henry Ford Health System, Detroit, MI, USA
| | | | - Irl B. Hirsch
- School of Medicine, The University of Washington, Seattle, WA, USA
| | - Grazia Aleppo
- Division of Endocrinology, Metabolism and Molecular Medicine, Feinberg School of Medicine, Northwestern University, Chicago IL, USA
| | - Janet B. McGill
- Division of Endocrinology, Metabolism and Lipid Research, School of Medicine, Washington University, St Louis, MO, USA
| | - Rodolfo J. Galindo
- Lennar Medical Center, UMiami Health System, Jackson Memorial Health System, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Carol J. Levy
- Division of Endocrinology, Diabetes, and Metabolism, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Mount Sinai Diabetes Center and T1D Clinical Research, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Guillermo E. Umpierrez
- Division of Endocrinology, Metabolism, School of Medicine, Emory University, Atlanta, GA, USA
- Diabetes and Endocrinology, Grady Memorial Hospital, Atlanta, GA, USA
| | | | | |
Collapse
|
11
|
Iregbu S, Dawson AZ, Walker RJ, Egede LE. Effective Interventions for Homebound Older Adults With Type 2 Diabetes: A Systematic Review. Curr Diab Rep 2025; 25:29. [PMID: 40186848 PMCID: PMC12147920 DOI: 10.1007/s11892-025-01584-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/18/2025] [Indexed: 04/07/2025]
Abstract
PURPOSE OF REVIEW Homebound older adults with type 2 diabetes (T2DM) have worse outcomes compared to older adults with diabetes who are not homebound. This systematic review aimed to summarize evidence on interventions aimed to improve outcomes in homebound older adults with T2DM. The PRISMA guidelines for reporting of systematic reviews were followed. PubMed, CINAHL, SCOPUS, and PsycINFO databases were searched. To be included, studies were published from database inception until November 6, 2023. Eligible studies included Participants who were older adults with a mean age of 60 or older; Interventions of any type; Comparators of any type; Outcomes of hemoglobin A1c (HbA1c), blood pressure, cholesterol, quality of life (QOL), healthcare utilization, depression, anxiety, psychological distress, or mortality; Study designs of clinical trials. RECENT FINDINGS There were 2,280 articles identified by the search, with nine articles included in the final review. Eight studies were conducted in the United States and one in Japan. Seven used pre-post designs and two were randomized controlled trials. Sample sizes ranged from 11 to 8,318,291. Study participants had a mean age of 60-82 years. Interventions included telehealth, home-based health care with in-home primary care visits, nutrition counseling, and meal delivery programs. We found a paucity of studies tailored to homebound older adults with T2DM. Results suggest that interventions provided to homebound older adults with T2DM in the home, including home-based primary care, case management/care coordination, joint patient and caregiver/family education, and home telemonitoring integrated into electronic medical systems, hold promise for improving clinical outcomes.
Collapse
Affiliation(s)
- Sandra Iregbu
- School of Nursing, University of Wisconsin Milwaukee, Milwaukee, WI, USA
| | - Aprill Z Dawson
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Rebekah J Walker
- Division of Population Health, Department of Medicine, Jacob's School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Leonard E Egede
- Division of Population Health, Department of Medicine, Jacob's School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA.
- Department of Medicine, Jacob's School of Medicine and Biomedical Sciences, University at Buffalo, 77 Goodell St. Suite 320, Buffalo, NY, 14203, USA.
| |
Collapse
|
12
|
Papatheodorou K, Shubrook JH. Beta-cell preservation in T2DM using a pathophysiologic approach. Postgrad Med 2025; 137:235-242. [PMID: 40247637 DOI: 10.1080/00325481.2025.2494502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Revised: 04/11/2025] [Accepted: 04/14/2025] [Indexed: 04/19/2025]
Abstract
Type 2 diabetes and obesity rates continue to rise. Type 2 diabetes affects 1-2 million new individuals annually. Despite a wide range of treatment options for type 2 diabetes, many people still fail to achieve therapeutic goals. Treating type 2 diabetes more proactively with a pathophysiologic approach can ensure higher rates of success and reduce complications. This article summarizes the progressive understanding of the pathophysiology of diabetes, draws a connection between illness and beta-cell health, and introduces the pathophysiologic approach to type 2 diabetes and its focus on beta-cell preservation. This article compiled clinical data, evidence-based medicine, and experimental results to create a comprehensive narrative review.
Collapse
Affiliation(s)
| | - Jay H Shubrook
- Department of Clinical Sciences and Community Health, Touro University, California, College of Osteopathic Medicine, Vallejo, CA, USA
| |
Collapse
|
13
|
Zhang B, Powwattana A, Sillabutra J, Liu G, Li S, Kalampakorn S. Barriers and Facilitators to Taking Medication in Newly Diagnosed Patients With Type 2 Diabetes: A Qualitative Study Based on the Transtheoretical Model. Sci Diabetes Self Manag Care 2025; 51:180-193. [PMID: 40079400 DOI: 10.1177/26350106251319541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/15/2025]
Abstract
PurposeThe purpose of this study was to explore the barriers and facilitators to taking medication in newly diagnosed patients with type 2 diabetes (T2DM) at each stage of change from the perspective of the Transtheoretical model.MethodsThis qualitative descriptive study used purposive sampling to select 32 newly diagnosed patients with T2DM, with 8 representing each of the 4 stages of change (precontemplation, contemplation, preparation, and action). Participants were recruited at a community health service center in Sichuan Province, China. Semistructured interviews were conducted, and data were transcribed and analyzed using qualitative content analysis.ResultsThis study identified barriers and facilitators related to the patient, medication, health care service, and sociocultural dimensions. At the precontemplation and contemplation stages, various barriers across different domains predominated (e.g., incomplete comprehension of the disease; gaps in medication knowledge regarding importance, benefits, and indications; limited access to care; preferred traditional and alternative medication approaches). At the preparation and action stages, although patient, medication, health care service, and sociocultural facilitators were more reported (e.g., awareness of medication benefits, health system financial support, peer medication experiences), medication-related barriers persisted (e.g., medication knowledge gaps regarding side effects, adverse reactions, administration procedures, and missed dose management).ConclusionsThe primary barriers to taking medication in newly diagnosed patients with T2DM are medication-related factors, with barriers and facilitators dynamically evolving across the stages of change. Future research should focus on developing and evaluating stage-matched interventions to promote medication-taking behavior and patient well-being.
Collapse
Affiliation(s)
- Baolu Zhang
- School of Nursing, Southwest Medical University, Luzhou, China
- Department of Nursing, The Affiliated Hospital, Southwest Medical University, Luzhou, China
- Department of Public Health Nursing, Faculty of Public Health, Mahidol University, Bangkok, Thailand
| | - Arpaporn Powwattana
- Department of Public Health Nursing, Faculty of Public Health, Mahidol University, Bangkok, Thailand
| | - Jutatip Sillabutra
- Department of Biostatistics, Faculty of Public Health, Mahidol University, Bangkok, Thailand
| | - Gang Liu
- Department of Orthopedics and Center for Orthopedic Diseases Research, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, China
| | - Siyu Li
- School of Nursing, Southwest Medical University, Luzhou, China
| | - Surintorn Kalampakorn
- Department of Public Health Nursing, Faculty of Public Health, Mahidol University, Bangkok, Thailand
| |
Collapse
|
14
|
Jaishankar K, Garg R, Kulkarni A, Christopher J, R R, Jain P, Sarkar P, Mahajan V, Sathe S, D L, Pednekar A, Prasad A, Kesarkar R. Optimizing Cardiovascular Outcomes in Type 2 Diabetes: Early Initiation of Dapagliflozin and Sitagliptin From a Cardiologist's Perspective. Cureus 2025; 17:e81858. [PMID: 40342458 PMCID: PMC12059608 DOI: 10.7759/cureus.81858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/04/2025] [Indexed: 05/11/2025] Open
Abstract
INTRODUCTION Cardiovascular (CV) disease (CVD) risk is greater in patients with diabetes mellitus and is the major contributor to disability and premature mortality compared to those who do not have diabetes. The clinical implications of CVD in people with type 2 diabetes mellitus (T2DM) have increased the emphasis on concurrent treatment to prevent the onset of CVD through personalized management for glycemic control and CVD risk management. METHODS Key opinion leaders, comprising 98 cardiologists from across India, participated in seven advisory board meetings held in various cities to explore the challenges and strategies for the early initiation of fixed-dose combinations (FDCs) of sodium-glucose co-transporter-2 inhibitors (SGLT2i) and dipeptidyl peptidase-4 inhibitors (DPP4i) with a focus on the combination of dapagliflozin and sitagliptin in addressing the CVD risks in patients with T2DM and high risk for CV complications. The expert group discussed the available literature evidence from the clinical trials, systematic reviews, and real-world studies on the benefits of FDC of SGLT2i and DPP4i and FDC of dapagliflozin and sitagliptin to provide rational and practical guidance for its optimal use in addressing the CVD risks in patients with T2DM. RESULTS The expert group emphasized the importance of timely glycemic control and early initiation of combination therapy of FDC of SGLT2i + DPP4i in T2DM with CVD risks. Addressing multiple pathophysiological aspects of T2DM is crucial, and considering combination therapy with SGLT2i and DPP4i may be pertinent in this context. Combining dapagliflozin and sitagliptin in FDC to target multiple pathophysiological pathways for T2DM appears to have several glycemic and extra-glycemic benefits. CONCLUSION This practical guidance document provides valuable insights from leading cardiologists that would support clinicians in selecting the synergistic combination SGLT2i + DPP4i (dapagliflozin + sitagliptin) FDC as an appropriate treatment choice in early intensive therapy in managing people with T2DM and CVD risk for better patient outcomes. The expert opinion in this guidance builds on the established guideline recommendations on FDC of SGLT2i and DPP4i.
Collapse
Affiliation(s)
- K Jaishankar
- Cardiology, Medway Heart Institute, Chennai, IND
| | - Rajeev Garg
- Cardiology, Gleneagles Aware Hospital, Hyderabad, IND
| | - Abhijit Kulkarni
- Cardiology, Apollo Hospitals, Bangalore, IND
- Cardiology, Dr. Malathi Manipal Hospital, Bangalore, IND
| | | | - Ravindran R
- Cardiology, Rays Clinic Cardiac and Cosmetic Centre, Chennai, IND
| | - Peeyush Jain
- Cardiology, Fortis Escorts Heart Institute, New Delhi, IND
| | | | | | - Sunil Sathe
- Cardiology, Dr. Sunil Sathe (Cardiac Care & Counselling Centre) Clinic, Pune, IND
| | - Lachikarathman D
- Cardiology, Sri Jayadeva Institute of Cardiovascular Sciences & Research, Bangalore, IND
| | | | | | - Rohan Kesarkar
- Diabetes and Endocrinology, Scientific Services, USV Pvt Ltd., Mumbai, IND
| |
Collapse
|
15
|
Wang W, Wang Y, Duan C, Tian W, Gao L. LncRNA NEAT1-206 regulates autophagy of human umbilical cord mesenchymal stem cells through the WNT5A/Ca 2+ signaling pathway under senescence stress. Noncoding RNA Res 2025; 11:234-248. [PMID: 39896347 PMCID: PMC11786084 DOI: 10.1016/j.ncrna.2024.12.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Revised: 12/21/2024] [Accepted: 12/31/2024] [Indexed: 02/04/2025] Open
Abstract
Stem cells are crucial for maintaining bodily stability, but their regenerative abilities decline with age. This decline is marked by reduced proliferation and differentiation capacities of stem cells, as well as exhaustion of the stem cell pool. The accumulation of aged mesenchymal stem cells (MSCs) can reduce the tissue regeneration, but the molecular mechanisms influencing MSCs aging remain unclear. Moreover, collecting MSCs from elderly individuals is not suitable for observing the early response of MSCs to senescence stress, and the factors involved in early senescence remain unclear. In our previous study, we established a fast MSC aging model using D-galactose. We discovered that, while not affecting the "stemness" markers of mesenchymal stem cells, the expression of LncRNA NEAT1-206 was notably increased during the early stages of aging induction (within 4 days). And LncRNA NEAT1-206 was observed to be localized in the cytoplasmic matrix due to enhanced nuclear export. We found that the LncRNA NEAT1-206 could trigger autophagy through the WNT5A/Ca2+ signaling pathway, thereby decreasing senescence markers and enhancing the osteogenic differentiation of MSCs. This study elucidated the role that LncRNA NEAT1-206 as a potential key factor in conferring resistance to D-galactose-induced cell senescence at the early stage and promoting the osteogenic differentiation of MSCs. This study may provide a foundational understanding for delaying the MSCs aging process.
Collapse
Affiliation(s)
- Weili Wang
- Life Science School, Ningxia University, Yinchuan, China
- Key Laboratory of Ministry of Education for Conservation and Utilization of Special Biological Resources in the Western, Ningxia University, Yinchuan, China
| | - Yongyu Wang
- Life Science School, Ningxia University, Yinchuan, China
- Key Laboratory of Ministry of Education for Conservation and Utilization of Special Biological Resources in the Western, Ningxia University, Yinchuan, China
| | - Chunchun Duan
- Life Science School, Ningxia University, Yinchuan, China
- Key Laboratory of Ministry of Education for Conservation and Utilization of Special Biological Resources in the Western, Ningxia University, Yinchuan, China
| | - Wenjing Tian
- Life Science School, Ningxia University, Yinchuan, China
- Key Laboratory of Ministry of Education for Conservation and Utilization of Special Biological Resources in the Western, Ningxia University, Yinchuan, China
| | - Liyang Gao
- Life Science School, Ningxia University, Yinchuan, China
- Key Laboratory of Ministry of Education for Conservation and Utilization of Special Biological Resources in the Western, Ningxia University, Yinchuan, China
| |
Collapse
|
16
|
Li X, Ding F, Zhang L, Zhao S, Hu Z, Ma Z, Li F, Zhang Y, Zhao Y, Zhao Y. Interpretable machine learning method to predict the risk of pre-diabetes using a national-wide cross-sectional data: evidence from CHNS. BMC Public Health 2025; 25:1145. [PMID: 40140819 PMCID: PMC11938594 DOI: 10.1186/s12889-025-22419-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Accepted: 03/20/2025] [Indexed: 03/28/2025] Open
Abstract
OBJECTIVE The incidence of Type 2 Diabetes Mellitus (T2DM) continues to rise steadily, significantly impacting human health. Early prediction of pre-diabetic risks has emerged as a crucial public health concern in recent years. Machine learning methods have proven effective in enhancing prediction accuracy. However, existing approaches may lack interpretability regarding underlying mechanisms. Therefore, we aim to employ an interpretable machine learning approach utilizing nationwide cross-sectional data to predict pre-diabetic risk and quantify the impact of potential risks. METHODS The LASSO regression algorithm was used to conduct feature selection from 30 factors, ultimately identifying nine non-zero coefficient features associated with pre-diabetes, including age, TG, TC, BMI, Apolipoprotein B, TP, leukocyte count, HDL-C, and hypertension. Various machine learning algorithms, including Extreme Gradient Boosting (XGBoost), Random Forest (RF), Support Vector Machine (SVM), Naive Bayes (NB), Artificial Neural Networks (ANNs), Decision Trees (DT), and Logistic Regression (LR), were employed to compare predictive performance. Employing an interpretable machine learning approach, we aimed to enhance the accuracy of pre-diabetes risk prediction and quantify the impact and significance of potential risks on pre-diabetes. RESULTS From the China Health and Nutrition Survey (CHNS) data, a cohort of 8,277 individuals was selected, exhibiting a disease prevalence of 7.13%. The XGBoost model demonstrated superior performance with an AUC value of 0.939, surpassing RF, SVM, DT, ANNs, Naive Bayes, and LR models. Additionally, Shapley Additive Explanation (SHAP) analysis indicated that age, BMI, TC, ApoB, TG, hypertension, TP, HDL-C, and WBC may serve as risk factors for pre-diabetes. CONCLUSION The constructed model comprises nine easily accessible predictive factors, which prove highly effective in forecasting the risk of pre-diabetes. Concurrently, we have quantified the specific impact of each predictive factor on the risk and ranked them based on their influence. This result may serve as a convenient tool for early identification of individuals at high risk of pre-diabetes, providing effective guidance for preventing the progression of pre-diabetes to T2DM.
Collapse
Affiliation(s)
- Xiaolong Li
- School of Public Health, Ningxia Medical University, Yinchuan Ningxia, 750004, China
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, 750004, China
- Ningxia Key Laboratory of Environmental Factors and Chronic Disease Control, Yinchuan Ningxia, 750004, China
| | - Fan Ding
- School of Public Health, Ningxia Medical University, Yinchuan Ningxia, 750004, China
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, 750004, China
- Ningxia Key Laboratory of Environmental Factors and Chronic Disease Control, Yinchuan Ningxia, 750004, China
| | - Lu Zhang
- School of Public Health, Ningxia Medical University, Yinchuan Ningxia, 750004, China
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, 750004, China
- Ningxia Key Laboratory of Environmental Factors and Chronic Disease Control, Yinchuan Ningxia, 750004, China
| | - Shi Zhao
- School of Public Health, Tianjin Medical University, Tianjin, 300070, China
| | - Zengyun Hu
- School of Public Health, Shanghai Jiao Tong University, Shanghai, 200025, China
| | - Zhanbing Ma
- School of Basic Medicine, Ningxia Medical University, Yinchuan Ningxia, 750004, China
| | - Feng Li
- Department of Laboratory Medicine, General Hospital of Ningxia Medical University, Yinchuan Ningxia, 750004, China
| | - Yuhong Zhang
- School of Public Health, Ningxia Medical University, Yinchuan Ningxia, 750004, China
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, 750004, China
- Ningxia Key Laboratory of Environmental Factors and Chronic Disease Control, Yinchuan Ningxia, 750004, China
| | - Yi Zhao
- School of Public Health, Ningxia Medical University, Yinchuan Ningxia, 750004, China.
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, 750004, China.
- Ningxia Key Laboratory of Environmental Factors and Chronic Disease Control, Yinchuan Ningxia, 750004, China.
| | - Yu Zhao
- School of Public Health, Ningxia Medical University, Yinchuan Ningxia, 750004, China.
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, 750004, China.
- Ningxia Key Laboratory of Environmental Factors and Chronic Disease Control, Yinchuan Ningxia, 750004, China.
| |
Collapse
|
17
|
Park MJ, Kang M, Jang SY, Jang A, Song E, Choi KM, Baik SH, Yoo HJ. Sex- and age-specific body composition indices as predictors of new-onset type 2 diabetes mellitus in Koreans: a nationwide cohort study. BMJ Open 2025; 15:e093598. [PMID: 40107694 PMCID: PMC11927464 DOI: 10.1136/bmjopen-2024-093598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Accepted: 02/28/2025] [Indexed: 03/22/2025] Open
Abstract
OBJECTIVES Hormonal and age-related differences in body composition require tailored approaches for predicting new-onset type 2 diabetes (NODM). Previous studies lacked in-depth stratified analyses. We investigate sex- and age-specific body composition indices associated with NODM. DESIGN AND SETTING A retrospective, nationwide, population-based cohort study. PARTICIPANTS We analysed 4 058 891 adults who underwent a health examination in the year 2009 and 10-year follow-up data from the National Health Insurance Service. OUTCOME MEASURE NODM risk stratified by sex and age groups in 20-year intervals according to quartiles or per 1 SD increase in body mass index (BMI), waist circumference (WC), waist-height ratio (WHtR), visceral adiposity index (VAI), a body shape index (ABSI) and weight-adjusted waist index (WWI). RESULTS Among the total subjects, 625 715 individuals (15.4%) developed NODM during median 10-year follow-up. The fourth quartile of WHtR showed the highest HR for NODM compared with the first quartile among various indices across the entire population (HR 2.54, 95% CI 2.52 to 2.57). In men, WHtR consistently exhibited the strongest association with NODM across all age groups in analysis based on 1 SD increase; ages 20-39 years (HR 1.54, 95% CI 1.53 to 1.55), ages 40-59 years (HR 1.39, 95% CI 1.38 to 1.39), ages 60-79 years (HR 1.23, 95% CI 1.22 to 1.24). In women, the most relevant body composition index for NODM varied by age group; BMI for ages 20-39 years (HR 1.48, 95%CI 1.47 to 1.49), WHtR for ages 40-59 years (HR 1.46, 95% CI 1.45 to 1.47) and WC for ages 60-79 years (HR 1.23, 95%CI 1.22 to 1.24). CONCLUSION WHtR was the strongest predictor of NODM in men across all ages, while the relevant indices varied by age group in women. These findings highlight the need for sex- and age-specific body composition assessments in predicting NODM risk.
Collapse
Affiliation(s)
- Min Jeong Park
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Korea University Medical Center, Seoul, Republic of Korea
| | - Minwoong Kang
- Department of Biomedical Research Center, Korea University Medical Center, Seoul, Republic of Korea
| | - Soo Yeon Jang
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Korea University Medical Center, Seoul, Republic of Korea
| | - Ahreum Jang
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Korea University Medical Center, Seoul, Republic of Korea
| | - Eyun Song
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Korea University Medical Center, Seoul, Republic of Korea
| | - Kyung Mook Choi
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Korea University Medical Center, Seoul, Republic of Korea
| | - Sei Hyun Baik
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Korea University Medical Center, Seoul, Republic of Korea
| | - Hye Jin Yoo
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Korea University Medical Center, Seoul, Republic of Korea
| |
Collapse
|
18
|
Muñoz Moreno D, Pérez López G, Álvarez-Sala Walther LA, Rueda Camino JA, Martín Vallejo J, González Albarrán O. Clinical Profile and Management of Patients with Newly Diagnosed Type 2 Diabetes Mellitus in Hospital Setting. Clin Med Insights Endocrinol Diabetes 2025; 18:11795514251323831. [PMID: 40078450 PMCID: PMC11898092 DOI: 10.1177/11795514251323831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2024] [Accepted: 02/06/2025] [Indexed: 03/14/2025] Open
Abstract
Background New-onset type 2 diabetes mellitus (T2DM) is a common clinical scenario in the hospital settings. However, data on the baseline characteristics of these patients at diagnosis in Spain remain limited. Objectives This study aims to describe the characteristics of 165 patients admitted to a Spanish tertiary hospital with new-onset T2DM. We analysed the use of different treatment regimens at discharge and metabolic control during follow-up. Methods A retrospective, single-centre cohort study was conducted at General University Gregorio Marañón Hospital, between January 2018 and April 2021. Results A total of 165 patients participated, with a mean age of 56.4 years, 62.4% of whom were men. Diabetes-related complications were observed in 24.8% of patients at diagnosis. Combined antidiabetic treatment was required in 87% of cases. The mean baseline HbA1c was 10.8%, which decreased by 4.9% after 8 months of follow-up. Conclusion The clinical heterogeneity and severity of hyperglycaemia in this cohort presented management challenges, in contrast to outpatient settings. Monotherapy was rarely used, with higher adoption of SGLT-2 inhibitors and GLP-1 receptor agonists compared to other studies. Additional research is needed to refine treatment strategies and optimize care for patients with newly diagnosed T2DM.
Collapse
Affiliation(s)
- Diego Muñoz Moreno
- Endocrinology and Nutrition Department, General University Gregorio Marañón Hospital, Madrid, Spain
- Universidad Europea de Madrid, Spain
| | - Gilberto Pérez López
- Endocrinology and Nutrition Department, General University Gregorio Marañón Hospital, Madrid, Spain
| | | | | | - Javier Martín Vallejo
- Department of Biostatistics Unit, Salamanca Biomedical Research Institute (IBSAL), Salamanca, Spain
| | - Olga González Albarrán
- Endocrinology and Nutrition Department, General University Gregorio Marañón Hospital, Madrid, Spain
| |
Collapse
|
19
|
Wan X, Zhang R, Abudukeranmu A, Wei W, Zhu H, Zhang L, Hu Y. Elevated Triglyceride-Glucose Index as a Risk Stratification Marker for Diabetic Retinopathy in Type 2 Diabetes Mellitus: The Influence of Glycemic Control. Diabetes Metab Syndr Obes 2025; 18:743-759. [PMID: 40092052 PMCID: PMC11910179 DOI: 10.2147/dmso.s503672] [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: 11/10/2024] [Accepted: 02/22/2025] [Indexed: 03/19/2025] Open
Abstract
Background Diabetic retinopathy (DR) is a common microvascular complication observed in people with type 2 diabetes mellitus (T2DM). The triglyceride-glucose (TyG) index, an indicator of insulin resistance, has an uncertain role in glycemic management in T2DM patients at risk for DR. This study aimed to evaluate the association between the TyG index and DR risk across different glycemic control status. Methods A total of 4,372 T2DM in-patients from Beijing Tongren Hospital (2013-2024) were included in this study. The patients were categorized into four groups based on TyG index quartiles (Q1-Q4). Participants were stratified by TyG index quartiles (Q1-Q4) and glycemic control status (HbA1c <7%, 7-9%, and >9%). Restricted cubic spline (RCS) analysis, logistic regression, and subgroup analyses were employed to explore the associations among the TyG index, glycemic control and DR risk. Results Overall, there were positive association of the TyG index and DR risk. The highest TyG Q4 was significantly associated with an increased risk of DR (odds ratio [OR]: 1.289; 95% confidence interval [CI]: 1.008-1.648, P<0.05), compared with the lowest TyG Q1. Significant interaction was observed between the TyG index and glycemic control (P for interaction <0.05). Notably, the association was strongest in patients with HbA1c >9%. Conclusion The relationship between high TyG index and DR risk was more pronounced in patients with HbA1c >9% group, indicating that TyG index may serve as a useful tool for making risk stratification on glycemic control in T2DM patients.
Collapse
Affiliation(s)
- Xiaohua Wan
- Department of Clinical Laboratory, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, People's Republic of China
- Beijing Center for Clinical Laboratories, Beijing, People's Republic of China
- Department of Clinical Laboratory, Beijing Tongren Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Ruihuan Zhang
- The Inner Mongolia Medical Intelligent Diagnostics Big Data Research Institute, Hohhot, Inner Mongolia, People's Republic of China
| | - Adilan Abudukeranmu
- Department of Epidemiology and Biostatistics, School of Public Health/Tianjin Key Laboratory of Environment, Nutrition and Public Health/Center for International Collaborative Research on Environment, Nutrition and Public Health, Tianjin Medical University, Tianjin, People's Republic of China
| | - Wei Wei
- Department of Medical Record, Beijing Tongren Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Hong Zhu
- Department of Epidemiology and Biostatistics, School of Public Health/Tianjin Key Laboratory of Environment, Nutrition and Public Health/Center for International Collaborative Research on Environment, Nutrition and Public Health, Tianjin Medical University, Tianjin, People's Republic of China
| | - Lin Zhang
- Department of Medical Record, Beijing Tongren Hospital, Capital Medical University, Beijing, People's Republic of China
- Department of Endocrinology, Beijing Tongren Hospital, Capital Medical University, Beijing, People's Republic of China
- Beijing Diabetes Research Institute, Beijing, People's Republic of China
| | - Yanwei Hu
- Department of Clinical Laboratory, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, People's Republic of China
- Beijing Center for Clinical Laboratories, Beijing, People's Republic of China
| |
Collapse
|
20
|
Wu A, Pu J, Emery A, Harris SB, Reichert SM, Gerstein HC, McInnes N, Kramer CK, Zinman B, Retnakaran R. Role of the liver in the sustained normalisation of A1c over 2 years following short-term insulin therapy in early type 2 diabetes. Diabetes Obes Metab 2025; 27:1132-1142. [PMID: 39609927 DOI: 10.1111/dom.16099] [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: 09/23/2024] [Revised: 11/13/2024] [Accepted: 11/16/2024] [Indexed: 11/30/2024]
Abstract
AIMS When administered in early type 2 diabetes (T2DM), the strategy of 'induction' with short-term intensive insulin therapy (IIT) followed by 'maintenance' with metformin thereafter can yield outstanding glycaemic control, with some patients achieving A1c in the normal range of its assay. We thus sought to identify determinants of sustained normalisation of A1c in response to this treatment strategy. MATERIALS AND METHODS In this study, adults with T2DM of mean duration 1.7 ± 1.4 years received induction IIT (glargine, lispro) for 3 weeks, followed by metformin maintenance either with or without periodic 2-week courses of IIT every 3 months for 2 years. Sustained glycaemic normalisation was defined by A1c <6.0% at 2 years. RESULTS Of 101 participants, 26 achieved A1c <6.0% at 2 years. At baseline, these individuals had lower A1c and fasting glucose than the other participants, along with better beta-cell function. During maintenance therapy from 3 weeks to 2 years, they had greater reduction of adiposity (body mass index: p = 0.02; waist circumference: p = 0.02), hepatic insulin resistance (HOMA-IR: p = 0.02) and ALT (p = 0.005), coupled with relative stabilisation of beta-cell function and glycaemia. On logistic regression analyses, significant independent predictors of normalisation of A1c at 2 years were baseline A1c (adjusted odds ratio [aOR] = 0.01 [95% CI 0.001-0.16], p = 0.001) and the changes in waist circumference (aOR = 0.77 [0.63-0.94], p = 0.012) and ALT (aOR = 0.90 [0.82-0.98], p = 0.019) during maintenance therapy from 3 weeks to 2 years. CONCLUSIONS While lower baseline A1c and greater reduction in central adiposity predicted A1c <6.0% at 2 years as anticipated, the emergence of greater reduction in ALT as a concomitant determinant highlights the role of the liver in the achievement of sustained glycaemic normalisation.
Collapse
Affiliation(s)
- Andrew Wu
- Leadership Sinai Centre for Diabetes, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Jiajie Pu
- Leadership Sinai Centre for Diabetes, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Alexandra Emery
- Leadership Sinai Centre for Diabetes, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Stewart B Harris
- Department of Family Medicine, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Sonja M Reichert
- Department of Family Medicine, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Hertzel C Gerstein
- Division of Endocrinology, McMaster University, Hamilton, Ontario, Canada
| | - Natalia McInnes
- Division of Endocrinology, McMaster University, Hamilton, Ontario, Canada
| | - Caroline K Kramer
- Leadership Sinai Centre for Diabetes, Mount Sinai Hospital, Toronto, Ontario, Canada
- Division of Endocrinology, University of Toronto, Toronto, Ontario, Canada
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Bernard Zinman
- Leadership Sinai Centre for Diabetes, Mount Sinai Hospital, Toronto, Ontario, Canada
- Division of Endocrinology, University of Toronto, Toronto, Ontario, Canada
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Ravi Retnakaran
- Leadership Sinai Centre for Diabetes, Mount Sinai Hospital, Toronto, Ontario, Canada
- Division of Endocrinology, University of Toronto, Toronto, Ontario, Canada
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
| |
Collapse
|
21
|
Agur T, Steinmetz T, Goldman S, Zingerman B, Bielopolski D, Nesher E, Fattal I, Meisel E, Rozen-Zvi B. The impact of metformin on kidney disease progression and mortality in diabetic patients using SGLT2 inhibitors: a real-world cohort study. Cardiovasc Diabetol 2025; 24:97. [PMID: 40022102 PMCID: PMC11871758 DOI: 10.1186/s12933-025-02643-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2024] [Accepted: 02/11/2025] [Indexed: 03/03/2025] Open
Abstract
BACKGROUND Selecting the optimal first-line therapy for type 2 diabetes is essential for achieving glycemic control and providing cardio-renal protection, though the combined benefits of metformin with SGLT2 inhibitors, remain uncertain. METHODS This retrospective cohort study analyzed data from Clalit Health Services (2016-2021), to compare outcome in adults with type 2 diabetes treated with SGLT2 inhibitors alone versus in combination with metformin. Propensity score matching was applied to balance baseline characteristics between groups. Primary outcomes were a composite kidney outcome (40% decline in eGFR, or progression to ESRD), and all-cause mortality. Safety outcomes included hospitalizations, acute kidney injury and metabolic acidosis. RESULTS The study included 45,545 patients, with 6774 patients in each group following propensity score matching. The median follow-up time was 1166 days. Combination therapy with metformin and SGLT2 inhibitors was associated with significantly reduced risk of all-cause mortality (aHR 0.74, 95% CI 0.64-0.84), and composite kidney outcomes (aHR 0.65 95% CI 0.48-0.87) even after accounting for mortality as a competing risk (aHR 0.67; 95% CI 0.5-0.9). Furthermore, combination therapy was associated with reduced risks of hospitalization (aHR 0.93 95% CI 0.87-0.99), severe acute kidney injury events (aHR 0.72 95% CI 0.54-0.96) and metabolic acidosis events (aHR 0.58 95% CI 0.4-0.83), compared with SGLT2 inhibitors alone. CONCLUSIONS Patients receiving combination therapy with metformin and SGLT2 inhibitors showed significantly reduced risks of kidney disease progression and mortality compared to those treated with SGLT2 inhibitors alone. These findings support the use of metformin with SGLT2 inhibitors as a first-line treatment strategy for type 2 diabetes irrespective of glycemic control or cardio-renal risk factors.
Collapse
Affiliation(s)
- Timna Agur
- Department of Nephrology and Hypertension, Rabin Medical Center, Ze'ev Jabotinsky St 39, Petah Tikva, Israel.
- Faculty of Medical and Health Sciences, Tel-Aviv University, Tel-Aviv, Israel.
| | - Tali Steinmetz
- Department of Nephrology and Hypertension, Rabin Medical Center, Ze'ev Jabotinsky St 39, Petah Tikva, Israel
- Faculty of Medical and Health Sciences, Tel-Aviv University, Tel-Aviv, Israel
| | - Shira Goldman
- Department of Nephrology and Hypertension, Rabin Medical Center, Ze'ev Jabotinsky St 39, Petah Tikva, Israel
- Faculty of Medical and Health Sciences, Tel-Aviv University, Tel-Aviv, Israel
| | - Boris Zingerman
- Department of Nephrology and Hypertension, Rabin Medical Center, Ze'ev Jabotinsky St 39, Petah Tikva, Israel
- Faculty of Medical and Health Sciences, Tel-Aviv University, Tel-Aviv, Israel
| | - Dana Bielopolski
- Department of Nephrology and Hypertension, Rabin Medical Center, Ze'ev Jabotinsky St 39, Petah Tikva, Israel
- Faculty of Medical and Health Sciences, Tel-Aviv University, Tel-Aviv, Israel
| | - Eviatar Nesher
- Faculty of Medical and Health Sciences, Tel-Aviv University, Tel-Aviv, Israel
- Department of Transplantation, Rabin Medical Center, Petah Tikva, Israel
| | - Ittai Fattal
- Department of Nephrology and Hypertension, Rabin Medical Center, Ze'ev Jabotinsky St 39, Petah Tikva, Israel
- Faculty of Medical and Health Sciences, Tel-Aviv University, Tel-Aviv, Israel
| | - Eshcar Meisel
- Department of Nephrology and Hypertension, Rabin Medical Center, Ze'ev Jabotinsky St 39, Petah Tikva, Israel
- Faculty of Medical and Health Sciences, Tel-Aviv University, Tel-Aviv, Israel
| | - Benaya Rozen-Zvi
- Department of Nephrology and Hypertension, Rabin Medical Center, Ze'ev Jabotinsky St 39, Petah Tikva, Israel
- Faculty of Medical and Health Sciences, Tel-Aviv University, Tel-Aviv, Israel
| |
Collapse
|
22
|
McCarthy KJ, Liu SH, Kennedy J, Chan HT, Mayer VL, Vieira L, Glazer KB, Van Wye G, Janevic T. Prospective transitions in hemoglobin A1c following gestational diabetes using multistate Markov models. Am J Epidemiol 2025; 194:397-406. [PMID: 39013791 PMCID: PMC12034835 DOI: 10.1093/aje/kwae219] [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: 08/04/2023] [Revised: 05/15/2024] [Accepted: 07/12/2024] [Indexed: 07/18/2024] Open
Abstract
We characterized the state-to-state transitions in postpartum hemoglobin A1c levels after gestational diabetes, including remaining in a state of normoglycemia or transitions between prediabetes or diabetes states of varying severity. We used data from the APPLE Cohort, a postpartum population-based cohort of individuals with gestational diabetes between 2009 and 2011, and linked A1c data with up to 9 years of follow-up (n = 34 171). We examined maternal sociodemographic and perinatal characteristics as predictors of transitions in A1c progression using Markov multistate models. In the first year postpartum following gestational diabetes, 45.1% of people had no diabetes, 43.1% had prediabetes, 4.6% had controlled diabetes, and 7.2% had uncontrolled diabetes. Roughly two-thirds of individuals remained in the same state in the next year. Black individuals were more likely to transition from prediabetes to uncontrolled diabetes (adjusted hazard ratio [aHR] = 2.32; 95% CI, 1.21-4.47) than White persons. Perinatal risk factors were associated with disease progression and a lower likelihood of improvement. For example, hypertensive disorders of pregnancy were associated with a stronger transition (aHR = 2.06; 95% CI, 1.39-3.05) from prediabetes to uncontrolled diabetes. We illustrate factors associated with adverse transitions in incremental A1c stages and describe patient profiles that may warrant enhanced postpartum monitoring.
Collapse
Affiliation(s)
- Katharine J McCarthy
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York City, NY, United States
- Department of Obstetrics, Gynecology and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York City, NY, United States
| | - Shelley H Liu
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York City, NY, United States
| | - Joseph Kennedy
- Department of Health & Mental Hygiene, Bureau of Vital Statistics, New York City, NY, United States
| | - Hiu Tai Chan
- Department of Health & Mental Hygiene, Bureau of Vital Statistics, New York City, NY, United States
| | - Victoria L Mayer
- Division of General Internal Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York City, NY, United States
| | - Luciana Vieira
- Department of Maternal and Fetal Medicine, Stamford Hospital, Stamford, CT, United States
| | - Kimberly B Glazer
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York City, NY, United States
- Department of Obstetrics, Gynecology and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York City, NY, United States
| | - Gretchen Van Wye
- Department of Health & Mental Hygiene, Bureau of Vital Statistics, New York City, NY, United States
| | - Teresa Janevic
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York City, NY, United States
| |
Collapse
|
23
|
Cardona-Hernandez R, de la Cuadra-Grande A, Monje J, Echave M, Oyagüez I, Álvarez M, Leiva-Gea I. Are Trends in Economic Modeling of Pediatric Diabetes Mellitus up to Date with the Clinical Practice Guidelines and the Latest Scientific Findings? JOURNAL OF HEALTH ECONOMICS AND OUTCOMES RESEARCH 2025; 12:30-50. [PMID: 39911635 PMCID: PMC11797704 DOI: 10.36469/001c.127920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Accepted: 12/30/2024] [Indexed: 02/07/2025]
Abstract
Background: Modeling techniques in the field of pediatrics present unique challenges beyond traditional model limitations, and sometimes difficulties in faithfully simulating the condition's evolution over time. Objective: This study aimed to identify whether economic modeling approaches in diabetes in pediatric patients align with the recommendations of clinical practice guidelines and the latest scientific evidence. Methods: A literature review was performed in March 2023 to identify modeling-based economic evaluations in diabetes in pediatric patients. Data were extracted and synthesized from eligible studies. Clinical practice guidelines for diabetes were gathered to compare their alignment with modeling strategies. Two endocrinology specialists provided insights on the latest findings in diabetes that are not yet included in the guidelines. A multidisciplinary group of experts agreed on the relevant themes to conduct the comparative analysis: parameter informing on glycemic control, diabetic ketoacidosis/hypoglycemia, C-peptide as prognostic biomarker, metabolic memory, age at diagnosis, socioeconomic status, pediatric-specific sources of risk equations, and pediatric-specific sources of utilities/disutilities. Results: Nineteen modeling-based studies (7 de novo, 12 predesigned models) and 34 guidelines were selected. Hemoglobin A1c was the main parameter to model the glycemic control; however, guidelines recommend the usage of complementary measures (eg, time in range) which are not included in economic models. Eight models included diabetic ketoacidosis (42.1%), 16 included hypoglycemia (84.2%), 2 included C-peptide (1 of those as prognostic factor) (10.5%) and 1 included legacy effect (5.3%). Neither guidelines nor models included recent findings, such as age at diagnosis or socioeconomic status, as prognostic factors. The lack of pediatric-specific sources for risk equations and utility/disutility values were additional limitations. Discussion: Economic models designed for assessing interventions in diabetes in pediatric patients should be based on pediatric-specific data and include novel adjuvant glucose-monitoring metrics and latest evidence on prognostic factors (C-peptide, legacy effect, age at diagnosis, socioeconomic status) to provide a more faithful reflection of the disease. Conclusions: Economic models represent useful tools to inform decision making. However, further research assessing the gaps is needed to enhance evidence-based health economic modeling that best represents reality.
Collapse
Affiliation(s)
| | | | - Julen Monje
- Health Economics & Outcomes Research Medtronic (Spain)
| | - María Echave
- Pharmacoeconomics & Outcomes Research Iberia (PORIB)
| | | | - María Álvarez
- Health Economics & Outcomes Research Medtronic (Spain)
| | - Isabel Leiva-Gea
- Department of Pediatric Endocrinology Regional University Hospital of Malaga
| |
Collapse
|
24
|
Keller CL, Yelamanchili A, Concejo BÁ. Early Screening for Latent Autoimmune Diabetes in Adults to Improve Care-Beyond the Routine. JAMA Intern Med 2025; 185:233-234. [PMID: 39680394 DOI: 10.1001/jamainternmed.2024.6770] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2024]
Abstract
This Teachable Moment describes a man in his 30s who presented with a right diabetic foot ulcer and hyperglycemia and was assumed to have type 2 diabetes and was subsequently diagnosed with latent autoimmune diabetes in adults.
Collapse
|
25
|
Romagnani P, Agarwal R, Chan JCN, Levin A, Kalyesubula R, Karam S, Nangaku M, Rodríguez-Iturbe B, Anders HJ. Chronic kidney disease. Nat Rev Dis Primers 2025; 11:8. [PMID: 39885176 DOI: 10.1038/s41572-024-00589-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/19/2024] [Indexed: 02/01/2025]
Abstract
Chronic kidney disease (CKD) is defined by persistent abnormalities of kidney function or structure that have consequences for the health. A progressive decline of excretory kidney function has effects on body homeostasis. CKD is tightly associated with accelerated cardiovascular disease and severe infections, and with premature death. Kidney failure without access to kidney replacement therapy is fatal - a reality in many regions of the world. CKD can be the consequence of a single cause, but CKD in adults frequently relates rather to sequential injuries accumulating over the life course or to the presence of concomitant risk factors. The shared pathomechanism of CKD progression is the irreversible loss of kidney cells or nephrons together with haemodynamic and metabolic overload of the remaining nephrons, leading to further loss of kidney cells or nephrons. The management of patients with CKD focuses on early detection and on controlling all modifiable risk factors. This approach includes reducing the overload of the remaining nephrons with inhibitors of the renin-angiotensin system and the sodium-glucose transporter 2, as well as disease-specific drug interventions, if available. Hypertension, anaemia, metabolic acidosis and secondary hyperparathyroidism contribute to cardiovascular morbidity and reduced quality of life, and require diagnosis and treatment.
Collapse
Affiliation(s)
- Paola Romagnani
- Nephrology and Dialysis Unit, Meyer Children's Hospital IRCCS, Florence, Italy
- Department of Biomedical, Experimental and Clinical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - Rajiv Agarwal
- Richard L. Roudebush VA Medical Center and Indiana University, Indianapolis, IN, USA
| | - Juliana C N Chan
- Department of Medicine and Therapeutics, Li Ka Shing Institute of Health Sciences and Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong
| | - Adeera Levin
- Division of Nephrology, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- BC Renal, Provincial Health Services Authority, Vancouver, British Columbia, Canada
| | - Robert Kalyesubula
- African Community Center for Social Sustainability, Nakaseke District, Uganda
- Department of Physiology, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Sabine Karam
- Division of Nephrology and Hypertension, University of Minnesota, Minneapolis, MN, USA
- Department of Internal Medicine, Division of Nephrology and Hypertension, American University of Beirut, Beirut, Lebanon
| | - Masaomi Nangaku
- Division of Nephrology and Endocrinology, The University of Tokyo, Bunkyo City, Tokyo, Japan
| | | | - Hans-Joachim Anders
- Division of Nephrology, Department of Medicine IV, Hospital of the Ludwig-Maximilians University, Munich, Germany.
| |
Collapse
|
26
|
Suinesiaputra A, Gilbert K, Mauger C, Bluemke DA, Wu CO, Aung N, Neubauer S, Piechnik SK, Petersen SE, Lima JAC, Ambale Venkatesh B, Young A. Relationship between left ventricular shape and cardiovascular risk factors: comparison between the Multi-Ethnic Study of Atherosclerosis and UK Biobank. Heart 2025:heartjnl-2024-324658. [PMID: 39819617 DOI: 10.1136/heartjnl-2024-324658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Accepted: 12/19/2024] [Indexed: 01/19/2025] Open
Abstract
BACKGROUND Statistical shape atlases have been used in large-cohort studies to investigate relationships between heart shape and risk factors. The generalisability of these relationships between cohorts is unknown. The aims of this study were to compare left ventricular (LV) shapes in patients with differing cardiovascular risk factor profiles from two cohorts and to investigate whether LV shape scores generated with respect to a reference cohort can be directly used to study shape differences in another cohort. METHODS Two cardiac MRI cohorts were included: 2106 participants (median age: 65 years, 54% women) from the Multi-Ethnic Study of Atherosclerosis (MESA) and 2960 participants (median age: 64 years, 52% women) from the UK Biobank (UKB) study. LV shape atlases were constructed from 3D LV models derived from expert-drawn contours from separate core labs. Atlases were considered generalisable for a risk factor if the area under the receiver operating characteristic curves (AUC) were not significantly different (p>0.05) between internal (within-cohort) and external (cross-cohort) cases. RESULTS LV mass and volume indices were differed significantly between cohorts, even in age-matched and sex-matched cases without risk factors, partly reflecting different core lab analysis protocols. For the UKB atlas, internal and external discriminative performance were not significantly different for hypertension (AUC: 0.77 vs 0.76, p=0.37), diabetes (AUC: 0.79 vs 0.77, p=0.48), hypercholesterolaemia (AUC: 0.76 vs 0.79, p=0.38) and smoking (AUC: 0.69 vs 0.67, p=0.18). For the MESA atlas, diabetes (AUC: 0.79 vs 0.74, p=0.09) and hypercholesterolaemia (AUC: 0.75 vs 0.70, p=0.10) were not significantly different. Both atlases showed significant differences for obesity. CONCLUSIONS The MESA and UKB atlases demonstrated good generalisability for diabetes and hypercholesterolaemia, without requiring corrections for differences in mass and volume. Significant differences in obesity may be due to different relationships between obesity and heart shapes between cohorts.
Collapse
Affiliation(s)
- Avan Suinesiaputra
- Biomedical Engineering & Imaging Sciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
- Anatomy and Medical Imaging, Faculty of Medical and Health Sciences, The University of Auckland, Auckland, New Zealand
| | - Kathleen Gilbert
- Anatomy and Medical Imaging, Faculty of Medical and Health Sciences, The University of Auckland, Auckland, New Zealand
- Mackie Research and Consulting, Auckland, New Zealand
| | - Charlene Mauger
- Biomedical Engineering & Imaging Sciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
- Anatomy and Medical Imaging, Faculty of Medical and Health Sciences, The University of Auckland, Auckland, New Zealand
| | - David A Bluemke
- Radiology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Colin O Wu
- Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Nay Aung
- William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, London, UK
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
| | - Stefan Neubauer
- Oxford NIHR Biomedical Research Centre, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Stefan K Piechnik
- Oxford NIHR Biomedical Research Centre, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Steffen E Petersen
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- William Harvey Research Institute, Queen Mary University of London, London, UK
| | - Joao A C Lima
- Cardiology Division of the Departments of Medicine, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | | | - Alistair Young
- Biomedical Engineering & Imaging Sciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
- Anatomy and Medical Imaging, Faculty of Medical and Health Sciences, The University of Auckland, Auckland, New Zealand
| |
Collapse
|
27
|
Hu Y, Yan R, Shen Y, Li H, Ma J, Su X. Intermittent Use of Flash Glucose Monitoring Improves Glycemic Control in Chinese Older Patients with Type 2 Diabetes Mellitus. Diabetes Metab Syndr Obes 2025; 18:1-9. [PMID: 39781244 PMCID: PMC11705963 DOI: 10.2147/dmso.s498620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Accepted: 12/31/2024] [Indexed: 01/12/2025] Open
Abstract
OBJECTIVE To explore the efficacy and safety of intermittent use of flash glucose monitoring (FGM) for improving glycemic control in Chinese elderly patients with type 2 diabetes mellitus (T2DM). METHODS This is a prospective observational study involving patients with T2DM aged ≥60 years. The study period spans 12 weeks, with participants wearing FGM at weeks 0, 5, and 10. Participants were divided into two subgroups based on HbA1c at enrollment: < 7.0% and ≥7.0%. The primary outcome of the study was HbA1c level. Secondary outcomes included time in range (3.9-10mmol/L) (TIR), time below range (<3.9mmol/L) (TBR), time above range (>10.0mmol/L) (TAR), and glycemic variability (GV). RESULTS A total of 68 patients completed the 12-week FGM follow-up (age 67.9 ± 5.2 years; BMI 25.4 ± 3.3kg/m²). Overall findings revealed that compared to baseline, HbA1c decreased from 7.81 ± 1.25% to 7.44±1.10% after 12 weeks of intermittent wearing of FGM (p <0.001). In the subgroup analysis with HbA1c ≥7.0%, the results showed a significant reduction in HbA1c of 0.51mmol/L after 12 weeks (8.36 ± 0.95% vs 7.75 ± 0.97%, p < 0.001). And there was a significant reduction in TBR in the subgroup with HbA1c < 7% (p = 0.028). Multiple linear regression analysis showed that the baseline HbA1c (β = -0.529, P<0.001), duration of T2DM (β = 0.341, P = 0.001), and the frequency of sensor use (β = -0.269, P = 0.043) were associated with the reduction in HbA1c level. CONCLUSION Intermittent use of FGM is associated with an improvement in glycemic outcomes and reduces the risk of hypoglycemia in Chinese elderly patients with T2DM.
Collapse
Affiliation(s)
- Yonghui Hu
- Department of Endocrinology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, 210012, People’s Republic of China
| | - Rengna Yan
- Department of Endocrinology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, 210012, People’s Republic of China
| | - Yun Shen
- Department of Endocrinology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, 210012, People’s Republic of China
| | - Huiqin Li
- Department of Endocrinology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, 210012, People’s Republic of China
| | - Jianhua Ma
- Department of Endocrinology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, 210012, People’s Republic of China
| | - Xiaofei Su
- Department of Endocrinology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, 210012, People’s Republic of China
| |
Collapse
|
28
|
Russo GT, Nicolucci A, Lucisano G, Rossi MC, Ceriello A, Prattichizzo F, Manicardi V, Rocca A, Di Bartolo P, De Cosmo S, Di Cianni G, Candido R. When Does Metabolic Memory Start? Insights From the Association of Medical Diabetologists Annals Initiative on Stringent HbA1c Targets. Diabetes 2025; 74:75-81. [PMID: 39418322 DOI: 10.2337/db24-0166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 10/07/2024] [Indexed: 10/19/2024]
Abstract
Early, intensive glycemic control in patients with type 2 diabetes (T2D) is associated with long-term benefits in cardiovascular disease (CVD) development. Evidence on benefits of achieving HbA1c targets close to normal values is scant. Individuals with newly diagnosed T2D, without CVD at baseline, were identified in an Italian clinical registry (n = 251,339). We adopted three definitions of early exposure periods (0-1, 0-2, and 0-3 years). Mean HbA1c was categorized into HbA1c <5.7%, 5.7-6.4%, 6.5-7.0%, 7.1-8.0%, and >8.0%. The outcome was the incidence of major cardiovascular events. After a mean follow-up of 4.6 ± 2.9 years, at multivariate Cox regression analysis, compared with mean HbA1c <5.7% during the first year after diagnosis, the increase in the risk of CVD was 24%, 42%, 49%, and 56% for patients with HbA1c of 5.7-6.4%, 6.5-7.0%, 7.1-8.0%, and >8.0%, respectively. The same trend was documented in all exposure periods. In conclusion, our data support that an early achievement of stringent targets of HbA1c <5.7% is worthy for CVD prevention. ARTICLE HIGHLIGHTS
Collapse
Affiliation(s)
- Giuseppina T Russo
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
| | - Antonio Nicolucci
- CORESEARCH - Center for Outcomes Research and Clinical Epidemiology, Pescara, Italy
| | - Giuseppe Lucisano
- CORESEARCH - Center for Outcomes Research and Clinical Epidemiology, Pescara, Italy
| | - Maria Chiara Rossi
- CORESEARCH - Center for Outcomes Research and Clinical Epidemiology, Pescara, Italy
| | | | | | | | - Alberto Rocca
- G. Segalini H. Bassini Cinisello Balsamo ASST Nord, Milan, Italy
| | - Paolo Di Bartolo
- Ravenna Diabetes Center, Department of Specialist Medicine, Romagna Local Health Authority, Ravenna, Italy
| | - Salvatore De Cosmo
- Department of Medical Sciences, Scientific Institute "Casa Sollievo della Sofferenza," San Giovanni Rotondo, Italy
| | | | - Riccardo Candido
- Department of Medical Surgical and Health Sciences, University of Trieste, Trieste, Italy
| |
Collapse
|
29
|
Ahmadi M, Ghafouri-Fard S, Najari-Hanjani P, Morshedzadeh F, Malakoutian T, Abbasi M, Akbari H, Amoli MM, Saffarzadeh N. "Hyperglycemic Memory": Observational Evidence to Experimental Inference. Curr Diabetes Rev 2025; 21:64-78. [PMID: 38369731 DOI: 10.2174/0115733998279869231227091944] [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: 08/30/2023] [Revised: 11/01/2023] [Accepted: 11/29/2023] [Indexed: 02/20/2024]
Abstract
Several epidemiological studies have appreciated the impact of "duration" and "level" of hyperglycemia on the initiation and development of chronic complications of diabetes. However, glycemic profiles could not fully explain the presence/absence and severity of diabetic complications. Genetic issues and concepts of "hyperglycemic memory" have been introduced as additional influential factors involved in the pathobiology of late complications of diabetes. In the extended phase of significant diabetes randomized, controlled clinical trials, including DCCT/EDIC and UKPDS, studies have concluded that the quality of glycemic or metabolic control at the early time around the diabetes onset could maintain its protective or detrimental impact throughout the following diabetes course. There is no reliable indication of the mechanism by which the transient exposure to a given glucose concentration level could evoke a consistent cellular response at target tissues at the molecular levels. Some biological phenomena, such as the production and the concentration of advanced glycation end products (AGEs), reactive oxygen species (ROS) and protein kinase C (PKC) pathway activations, epigenetic changes, and finally, the miRNAs-mediated pathways, may be accountable for the development of hyperglycemic memory. This work summarizes evidence from previous experiments that may substantiate the hyperglycemic memory soundness by its justification in molecular terms.
Collapse
Affiliation(s)
- Mohsen Ahmadi
- Department of Medical Genetics, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Soudeh Ghafouri-Fard
- Department of Medical Genetics, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Parisa Najari-Hanjani
- Department of Medical Genetics, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Firouzeh Morshedzadeh
- Department of Genetics, Faculty of Basic Sciences, Shahrekord Branch, Islamic Azad University, Shahrekord, Iran
| | - Tahereh Malakoutian
- Department of Nephrology, Hasheminejad Kidney Center, Iran University of Medical Sciences, Tehran, Iran
| | - Mohsen Abbasi
- Department of Emergency Medicine, Iran University of Medical Sciences, Tehran, Iran
- Hasheminejad Kidney Centre, Iran University of Medical Sciences, Anesthesiology Section, Tehran, Iran
| | - Hounaz Akbari
- Department of Nephrology, Hasheminejad Kidney Center, Iran University of Medical Sciences, Tehran, Iran
| | - Mahsa Mohammad Amoli
- Metabolic Disorders Research Center, Endocrinology and Metabolism Molecular-Cellular Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Negin Saffarzadeh
- Department of Nephrology, Hasheminejad Kidney Center, Iran University of Medical Sciences, Tehran, Iran
- Department of Medical Genetics, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| |
Collapse
|
30
|
American Diabetes Association Professional Practice Committee, ElSayed NA, McCoy RG, Aleppo G, Balapattabi K, Beverly EA, Early B, Bruemmer D, Echouffo-Tcheugui JB, Ekhlaspour L, Garg R, Khunti K, Lal R, Lingvay I, Matfin G, Pandya N, Pekas EJ, Pilla SJ, Polsky S, Segal AR, Seley JJ, Selvin E, Stanton RC, Bannuru RR. 6. Glycemic Goals and Hypoglycemia: Standards of Care in Diabetes-2025. Diabetes Care 2025; 48:S128-S145. [PMID: 39651981 PMCID: PMC11635034 DOI: 10.2337/dc25-s006] [Citation(s) in RCA: 22] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2024]
Abstract
The American Diabetes Association (ADA) "Standards of Care in Diabetes" includes the ADA's current clinical practice recommendations and is intended to provide the components of diabetes care, general treatment goals and guidelines, and tools to evaluate quality of care. Members of the ADA Professional Practice Committee, an interprofessional expert committee, are responsible for updating the Standards of Care annually, or more frequently as warranted. For a detailed description of ADA standards, statements, and reports, as well as the evidence-grading system for ADA's clinical practice recommendations and a full list of Professional Practice Committee members, please refer to Introduction and Methodology. Readers who wish to comment on the Standards of Care are invited to do so at professional.diabetes.org/SOC.
Collapse
|
31
|
Thai TK, Board CA, Nugent JR, Johnston JL, Huynh EY, Chen CH, Chan AH, Grant RW, Gilliam LK, Gopalan A. Overcoming therapeutic inertia in newly diagnosed type 2 diabetes: Protocol of a randomized, quality improvement trial. Contemp Clin Trials 2025; 148:107751. [PMID: 39557156 PMCID: PMC11896600 DOI: 10.1016/j.cct.2024.107751] [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: 08/26/2024] [Revised: 10/28/2024] [Accepted: 11/15/2024] [Indexed: 11/20/2024]
Abstract
Therapeutic inertia, the delay in the appropriate initiation and intensification of recommended therapies, is a major contributor to the lack of improvement in type 2 diabetes outcomes over the past decade. Therapeutic inertia during the period following diagnosis, when improvements in glycemic control can have lasting benefits, is often overlooked. Technology and team-based care approaches can effectively address therapeutic inertia. Here, we describe the protocol for a randomized, quality improvement trial targeting metformin-related therapeutic inertia among adults with recently diagnosed type 2 diabetes and a hemoglobin A1c <8 %. Service areas within an integrated healthcare delivery system were randomized to 1) usual care, 2) physician education on therapeutic inertia, and 3) physician education on therapeutic inertia paired with proactive outreach by a clinical pharmacist. The physician education sessions were offered to primary care providers working in the service areas randomized to Arm 2 and Arm 3, and proactive outreach by a clinical pharmacist was performed for patients of the providers in service areas randomized to Arm 3. Outcomes will be abstracted from the EHR at 6, 12, and 18 months following the physician education sessions. The primary outcome will be the proportion of patients with an HbA1c <7 % at each of the follow-up time points. Outcome abstraction and analyses will occur in late 2024. This trial seeks to rigorously evaluate care strategies that can shift stagnant type 2 diabetes outcomes. Our protocol, along with the pending results, may offer examples to other healthcare systems working to improve type 2 diabetes care.
Collapse
Affiliation(s)
- Thanh K Thai
- Kaiser Permanente San Francisco Medical Center, San Francisco, CA, United States of America
| | - Christine A Board
- Kaiser Permanente Northern California Division of Research, Pleasanton, CA, United States of America
| | - Joshua R Nugent
- Kaiser Permanente Northern California Division of Research, Pleasanton, CA, United States of America
| | - Jessica L Johnston
- Kaiser Permanente Northern California Division of Research, Pleasanton, CA, United States of America
| | - Esther Y Huynh
- Kaiser Permanente Daly City Medical Offices, Daly City, CA, United States of America
| | - Cindy Hanh Chen
- Kaiser Permanente San Francisco Medical Center, San Francisco, CA, United States of America
| | - Andy H Chan
- Kaiser Permanente Redwood City Medical Center, Redwood City, CA, United States of America
| | - Richard W Grant
- Kaiser Permanente Northern California Division of Research, Pleasanton, CA, United States of America
| | - Lisa K Gilliam
- Kaiser Permanente South San Francisco Medical Center, South San Francisco, CA, United States of America
| | - Anjali Gopalan
- Kaiser Permanente Northern California Division of Research, Pleasanton, CA, United States of America.
| |
Collapse
|
32
|
Smalls BL, Adegboyega AO, Ortz CL, Simon-Okube PE, Westgate PM, Schoenberg NE. Assessing the relationship between multimorbidity, psychosocial variables, and clinical outcomes among older adults living in rural Appalachia. J Health Psychol 2024:13591053241302131. [PMID: 39665410 DOI: 10.1177/13591053241302131] [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: 12/13/2024] Open
Abstract
The objective of this study was to assess the relationship between multimorbidity, psychosocial variables, and clinical outcomes among older adults with type 2 diabetes (T2D) in rural Appalachia. Point-of-care clinical data (e.g. A1c, systolic blood pressure, diastolic blood pressure) and self-reported survey data, that includes psychosocial factors (e.g. distress, depressive symptoms, social support, perceived stress), chronic conditions, and sociodemographic variables were obtained from older adults living in rural Appalachia. Clinical data and psychosocial variables were treated as outcome variables, whereas the number of comorbid conditions was treated as the predictor variable. Stress was significantly associated with multimorbidity (β = 0.24, SE = 0.08, p = 0.01). However, T2D distress, social support, disability, and depression did not have statistically significant relationships with multimorbidity. Further research should assess the role of stress on psychosocial factors and clinical outcomes in rural-dwelling older adults.
Collapse
|
33
|
Iturralde E, Slama NE, Balapal N, Knox MJ, Gilliam LK, Satre DD, Sterling SA, Asyyed A. Type 2 Diabetes Health Care Outcomes for Patients with Alcohol Use Disorder Starting Addiction Treatment. J Gen Intern Med 2024:10.1007/s11606-024-09209-4. [PMID: 39627543 DOI: 10.1007/s11606-024-09209-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Accepted: 11/06/2024] [Indexed: 01/29/2025]
Abstract
BACKGROUND Alcohol use disorder (AUD) is common and may complicate type 2 diabetes (T2DM) management. Little research has examined diabetes outcomes for people with T2DM and AUD, including during the window when patients start specialty addiction treatment. OBJECTIVE To examine diabetes-related health monitoring, clinical outcomes, and acute health care use among patients with T2DM and AUD newly accessing specialty addiction treatment. DESIGN This retrospective cohort study included electronic health record data from a large, integrated health care delivery system. PATIENTS Adults with T2DM and an index outpatient health care visit during 2016-2021 were included. Patients whose index visit was an initial AUD-related visit in specialty addiction treatment were in the AUD group. The comparison group had no AUD or addiction medicine visits. MAIN MEASURES Outcomes were diabetes-related health monitoring, achievement of treatment targets, complications, and acute health care use during the 12 months post-index visit. KEY RESULTS The study included 222,334 adults with T2DM, 1,998 with AUD. Relative to the comparison group, participants with AUD had elevated risk for hypoglycemia (adjusted risk ratio [aRR] = 2.14; 95% confidence interval [CI] = 1.49, 3.08), cardiovascular complications (aRR = 1.43; 95% CI = 1.34, 1.53), and neuropathy (aRR = 1.26; 95% CI = 1.14, 1.41), and were less likely to be non-smokers (aRR = 0.88; 95% CI = 0.86, 0.90), after adjusting for confounding factors. In adjusted models, the AUD versus comparison group had similar or higher rates of diabetes monitoring (e.g., any glycemic test, aRR = 1.19; 95% CI = 1.17, 1.22) and metabolic control (e.g., hemoglobin A1c < 8.0%, aRR = 1.14; 95% CI = 1.11, 1.18). CONCLUSIONS Patients with co-occurring T2DM and AUD in an integrated health care delivery system are vulnerable to diabetes complications that could be addressed during the early phase of specialty addiction treatment.
Collapse
Affiliation(s)
- Esti Iturralde
- Division of Research, Kaiser Permanente Northern California, 4480 Hacienda Drive, Pleasanton, CA, 94588, USA.
- Department of Psychiatry and Behavioral Sciences, University of California San Francisco, 675 18th Street, San Francisco, CA, 94107, USA.
| | - Natalie E Slama
- Division of Research, Kaiser Permanente Northern California, 4480 Hacienda Drive, Pleasanton, CA, 94588, USA
| | - Neha Balapal
- City University of New York School of Medicine, 160 Convent Avenue, New York, NY, 10031, USA
| | - Margae J Knox
- Division of Research, Kaiser Permanente Northern California, 4480 Hacienda Drive, Pleasanton, CA, 94588, USA
| | - Lisa K Gilliam
- Endocrinology and Internal Medicine, Kaiser Permanente South San Francisco Medical Center, 1200 El Camino Real, South San Francisco, CA, USA
| | - Derek D Satre
- Division of Research, Kaiser Permanente Northern California, 4480 Hacienda Drive, Pleasanton, CA, 94588, USA
- Department of Psychiatry and Behavioral Sciences, University of California San Francisco, 675 18th Street, San Francisco, CA, 94107, USA
| | - Stacy A Sterling
- Division of Research, Kaiser Permanente Northern California, 4480 Hacienda Drive, Pleasanton, CA, 94588, USA
- Department of Psychiatry and Behavioral Sciences, University of California San Francisco, 675 18th Street, San Francisco, CA, 94107, USA
| | - Asma Asyyed
- The Permanente Medical Group, 5820 Owens Drive, Pleasanton, CA, 94588, USA
| |
Collapse
|
34
|
Delbaere J, Deboever E, Vaes B, Nobels F, Mamouris P, Goderis G. Assessment of cardiovascular risk with sulfonylurea use in type 2 diabetes mellitus: A retrospective cohort study. Prim Care Diabetes 2024; 18:599-605. [PMID: 39289135 DOI: 10.1016/j.pcd.2024.09.003] [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: 02/24/2024] [Revised: 07/25/2024] [Accepted: 09/12/2024] [Indexed: 09/19/2024]
Abstract
AIMS The utilization of sulfonylurea (SU) for the management of Type 2 Diabetes Mellitus (T2DM) has witnessed a decline, attributed to the rising popularity of alternative medications and uncertainties surrounding the cardiovascular risk profile of SUs. This study aimed to investigate the potential association between SU intake and the incidence of cardiovascular events in patients with T2DM. METHODS A retrospective cohort study, based on a general practice (GP) registry, was designed, encompassing patients diagnosed with T2DM between 2005 and 2014.Follow-up persisted until the occurrence of a cardiovascular event, loss to follow-up, or until December 31, 2022. Comparative analyses were conducted between patients, receiving SU treatment and those without RESULTS: Data from a cohort comprising 5589 patients revealed that 13 % and 13.1 % of individuals in the comparator group and the SU group, respectively, experienced a cardiovascular event. However, no statistically significant elevation in the risk of cardiovascular events was observed after SU usage. Furthermore, the glycated haemoglobin (HbA1c) levels were significantly higher in the SU group (7.0 % vs. 6.4 %, p < 0.001). CONCLUSIONS The findings from this study indicate that the use of sulfonylureas SUs is not associated with a statistically significant increase in the risk of cardiovascular events among patients with type T2DM. These results contribute to the ongoing discourse on the safety and efficacy of SU therapy in diabetes management.
Collapse
Affiliation(s)
| | | | - Bert Vaes
- Academic Center for General Practice, Department of Public Health and Primary Care, KU Leuven, Belgium
| | - Frank Nobels
- Clinical and Experimental Endocrinology, KU Leuven, Herestraat 49 - box 902 3000, Leuven, Belgium
| | - Pavlos Mamouris
- Academic Center for General Practice, Department of Public Health and Primary Care, KU Leuven, Belgium
| | - Geert Goderis
- Academic Center for General Practice, Department of Public Health and Primary Care, KU Leuven, Belgium.
| |
Collapse
|
35
|
Liu L, Li Y. Simplicity: The Ultimate Sophistication in Managing Type 2 Diabetes With Severe Hyperglycemia. J Diabetes 2024; 16:e70042. [PMID: 39704070 DOI: 10.1111/1753-0407.70042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2024] [Accepted: 12/08/2024] [Indexed: 12/21/2024] Open
Affiliation(s)
- Liehua Liu
- Department of Endocrinology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong Province, China
| | - Yanbing Li
- Department of Endocrinology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong Province, China
| |
Collapse
|
36
|
Kawaguchi Y, Hajika Y, Ashida N, Rinka M, Hamai C, Masumoto K, Sawa J, Hamazaki K, Kumeda Y. Efficacy and safety of finerenone in individuals with type 2 diabetes mellitus complicated by diabetic kidney disease: A retrospective observational study. Metabol Open 2024; 24:100318. [PMID: 39318608 PMCID: PMC11417194 DOI: 10.1016/j.metop.2024.100318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Revised: 09/05/2024] [Accepted: 09/06/2024] [Indexed: 09/26/2024] Open
Abstract
Aim/introduction Early therapeutic interventions are necessary to reduce cardiovascular and renal composite endpoints in individuals with type 2 diabetes mellitus (T2DM) and diabetic kidney disease (DKD). Clinical trials have shown that finerenone suppresses cardiovascular and renal composite endpoints by reducing the urinary albumin-to-creatinine ratio (UACR) and suppressing the decline in the Estimated Glomerular Filtration Rate (eGFR). However, the efficacy and safety of finerenone in real-world clinical practice remain unclear. This study aimed to evaluate the reduction in the UACR as an efficacy endpoint as well as changes in eGFR and serum potassium levels as safety endpoints before and after finerenone administration. Materials and methods This retrospective observational study collected data from outpatients with T2DM and DKD upon initiation of finerenone treatment and 3 months after treatment. The primary efficacy endpoint was the change in the UACR from the start of finerenone treatment to after 3 months, while the primary safety endpoints were the changes in serum potassium levels and eGFR over the same period. Results The mean UACR significantly decreased from 668.6 mg/gCr at the start of finerenone treatment to 367.8 mg/gCr after 3 months (p < 0.001). Contrastingly, serum potassium levels, eGFRs, systolic and diastolic blood pressures, body mass indices, and HbA1c levels showed no significant changes between treatment initiation and 3 months post-treatment (all p > 0.05). Conclusions In individuals with T2DM and DKD, finerenone treatment significantly reduced the UACR, with no post-treatment changes in potassium levels or eGFRs. Trial registration This trial was registered with the University Hospital Medical Information Network Clinical Trial Registry (UMIN000054821).
Collapse
Affiliation(s)
- Yuji Kawaguchi
- Department of Internal Medicine, Minami Osaka Hospital, Osaka, Japan
| | - Yuriko Hajika
- Department of Internal Medicine, Minami Osaka Hospital, Osaka, Japan
| | - Narumi Ashida
- Department of Internal Medicine, Minami Osaka Hospital, Osaka, Japan
| | - Maho Rinka
- Department of Internal Medicine, Minami Osaka Hospital, Osaka, Japan
| | - Chie Hamai
- Department of Internal Medicine, Minami Osaka Hospital, Osaka, Japan
| | - Koji Masumoto
- Department of Internal Medicine, Minami Osaka Hospital, Osaka, Japan
| | - Jun Sawa
- Department of Internal Medicine, Minami Osaka Hospital, Osaka, Japan
| | - Kenji Hamazaki
- Department of Internal Medicine, Minami Osaka Hospital, Osaka, Japan
| | - Yasuro Kumeda
- Department of Internal Medicine, Minami Osaka Hospital, Osaka, Japan
| |
Collapse
|
37
|
Liu J, Li X, Zhu P. Effects of Various Heavy Metal Exposures on Insulin Resistance in Non-diabetic Populations: Interpretability Analysis from Machine Learning Modeling Perspective. Biol Trace Elem Res 2024; 202:5438-5452. [PMID: 38409445 DOI: 10.1007/s12011-024-04126-3] [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: 12/27/2023] [Accepted: 02/22/2024] [Indexed: 02/28/2024]
Abstract
Increasing and compelling evidence has been proved that heavy metal exposure is involved in the development of insulin resistance (IR). We trained an interpretable predictive machine learning (ML) model for IR in the non-diabetic populations based on levels of heavy metal exposure. A total of 4354 participants from the NHANES (2003-2020) with complete information were randomly divided into a training set and a test set. Twelve ML algorithms, including random forest (RF), XGBoost (XGB), logistic regression (LR), GaussianNB (GNB), ridge regression (RR), support vector machine (SVM), multilayer perceptron (MLP), decision tree (DT), AdaBoost (AB), Gradient Boosting Decision Tree (GBDT), Voting Classifier (VC), and K-Nearest Neighbour (KNN), were constructed for IR prediction using the training set. Among these models, the RF algorithm had the best predictive performance, showing an accuracy of 80.14%, an AUC of 0.856, and an F1 score of 0.74 in the test set. We embedded three interpretable methods, the permutation feature importance analysis, partial dependence plot (PDP), and Shapley additive explanations (SHAP) in RF model for model interpretation. Urinary Ba, urinary Mo, blood Pb, and blood Cd levels were identified as the main influencers of IR. Within a specific range, urinary Ba (0.56-3.56 µg/L) and urinary Mo (1.06-20.25 µg/L) levels exhibited the most pronounced upwards trend with the risk of IR, while blood Pb (0.05-2.81 µg/dL) and blood Cd (0.24-0.65 µg/L) levels showed a declining trend with IR. The findings on the synergistic effects demonstrated that controlling urinary Ba levels might be more crucial for the management of IR. The SHAP decision plot offered personalized care for IR based on heavy metal control. In conclusion, by utilizing interpretable ML approaches, we emphasize the predictive value of heavy metals for IR, especially Ba, Mo, Pb, and Cd.
Collapse
Affiliation(s)
- Jun Liu
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Chongqing Medical University, 74 Linjiang Road, Yuzhong District, Chongqing, 400010, China
| | - Xingyu Li
- Cardiovascular Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Peng Zhu
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Chongqing Medical University, 74 Linjiang Road, Yuzhong District, Chongqing, 400010, China.
| |
Collapse
|
38
|
Owolabi EO, Boakye MDS, Omololu SO, Smalls BL, Shaibi GQ. Technology-Based Interventions to Promote Diabetes Self-Management Behaviors for Persons Newly Diagnosed with Type 2 Diabetes: A Scoping Review. Curr Diab Rep 2024; 24:257-272. [PMID: 39352613 DOI: 10.1007/s11892-024-01553-3] [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] [Accepted: 08/23/2024] [Indexed: 10/12/2024]
Abstract
PURPOSE OF REVIEW Type 2 diabetes (T2D) management is complex and requires daily personal involvement and self-management skills to maintain optimal glycemic levels and improve health outcomes. Engagement in self-management behaviors in the early years of diagnosis can be challenging due to prevailing psychosocial factors present during this critical transition period, coupled with a lack of information, support, and skills. Technology-based diabetes self-management interventions can improve access to needed education and support, and their effectiveness in the general T2D population is well documented. This scoping review synthesized evidence on the use of technology for promoting diabetes self-management behaviors and related outcomes among individuals newly diagnosed with T2D (within the first 12 months since diagnosis). RECENT FINDINGS Twenty-five studies were included. Technology-based diabetes self-management interventions tailored to those newly diagnosed with T2D have grown exponentially in the past five years. Existing evidence, though limited, showed that technologies such as websites, mobile apps, and continuous glucose monitoring combined with other communication features, can facilitate patient education, patient-provider communication, and health data monitoring. However, these technologies less commonly involved social support functions. These technologies have the potential to improve diabetes knowledge and positively impact clinical, behavioral, and psychological outcomes. However, small sample sizes, use of non-experimental designs, and the absence of formative research and theoretical foundations limit the strength of existing studies. Technology-based self-management interventions for those newly diagnosed with T2D show promise in improving T2D-related outcomes. Future studies should include larger sample sizes, adopt rigorous study designs, and integrate formative work to enhance relevance, adoption, and impact.
Collapse
Affiliation(s)
- Eyitayo O Owolabi
- Center for Health Promotion and Disease Prevention, Edson College of Nursing and Health Innovation, Arizona State University, 500 N 3rd Street, Phoenix, AZ, 85004, USA.
| | - Michelle D S Boakye
- Manning College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, MA, USA
| | | | - Brittany L Smalls
- Department of Family and Community Medicine, College of Medicine, University of Kentucky, Lexington, KY, USA
| | - Gabriel Q Shaibi
- Center for Health Promotion and Disease Prevention, Edson College of Nursing and Health Innovation, Arizona State University, 500 N 3rd Street, Phoenix, AZ, 85004, USA
| |
Collapse
|
39
|
Joshi N, Baloch KM, Rukh S, Khan AM, Muskan F, Kumari V, Khan H, Zeeshan M, Azam G, Khalid S, Anwar IB, Ahmed IF, Nishat SM, Gandhi F. Unlocking the potential of glucagon-like peptide-1 receptor agonists in revolutionizing type 2 diabetes management: a comprehensive review. Ann Med Surg (Lond) 2024; 86:7255-7264. [PMID: 39649934 PMCID: PMC11623894 DOI: 10.1097/ms9.0000000000002712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2024] [Accepted: 10/25/2024] [Indexed: 12/11/2024] Open
Abstract
Diabetes mellitus (DM) is a long-term metabolic disorder caused by inadequate production and resistance to insulin. The prevalence of DM is rapidly increasing, with type 2 diabetes (T2D) accounting for more than 90% of cases. Despite new treatments, many patients with T2D do not meet their glycemic targets due to clinical inertia. This review provides an overview of glucagon-like peptide 1 receptor agonists (GLP-1 RAs) in the management of T2D. The review synthesizes data from clinical trials and meta-analyses on the efficacy, safety, and cost-effectiveness of GLP-1 RAs. It also discusses the mechanisms of action, classification, and barriers to adherence and persistence in therapy. GLP-1 RAs improve glycemic control by lowering A1C levels and promoting weight loss. They have cardioprotective effects and may reduce endothelial inflammation, oxidative stress, and blood pressure. Adherence to GLP-1 RAs is better with once-weekly injections, though gastrointestinal side effects and cost can affect persistence. Semaglutide and liraglutide have shown significant weight reduction, with semaglutide being particularly effective. GLP-1 RAs are cost-effective due to reduced healthcare costs associated with fewer hospitalizations and lower mortality rates. Safety concerns include gastrointestinal issues, pancreatitis, and rare cases of diabetic retinopathy and thyroid C-cell tumors. For clinical practice, GLP-1 RAs represent a valuable option not only for glycemic control but also for weight management and cardiovascular protection. Incorporating GLP-1 RAs into treatment plans can improve patient outcomes, and optimizing dosing regimens and addressing barriers such as cost and side effects are crucial to enhancing patient adherence and long-term treatment success.
Collapse
Affiliation(s)
- Nandan Joshi
- Department of Internal Medicine, Surat Municipal Institute of Medical Education and Research, Surat, India
| | - Kanwal Mir Baloch
- Department of Internal Medicine, Liaquat University of Medical and Health Sciences, Jamshoro, Pakistan
| | - Shah Rukh
- Department of Internal Medicine, Jinnah Sindh Medical University, Karachi, Pakistan
| | - Abdul Moiz Khan
- Department of Internal Medicine, Sahiwal Medical College, Sahiwal, Pakistan
| | - Fnu Muskan
- Department of Internal Medicine, Khairpur Medical College, Khairpur, Pakistan
| | - Verkha Kumari
- Department of Internal Medicine, Liaquat National Hospital and Medical College, Karachi, Pakistan
| | - Hasher Khan
- Department of Internal Medicine, Dow Medical College, Karachi, Pakistan
| | - Mohd Zeeshan
- Department of Internal Medicine, Career Institute of Medical Sciences and Hospital, Lucknow, India
| | - Ghufran Azam
- Department of Internal Medicine, Liaquat University of Medical and Health Sciences, Jamshoro, Pakistan
| | - Saif Khalid
- Department of Internal Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Insa Binte Anwar
- Department of Internal Medicine, Liaquat National Hospital and Medical College, Karachi, Pakistan
| | - Iqra Furqan Ahmed
- Department of Internal Medicine, Liaquat National Hospital and Medical College, Karachi, Pakistan
| | - Syeed Mahmud Nishat
- Department of Internal Medicine, Shaheed Suhrawardy Medical College, Dhaka, Bangladesh
| | - Fenil Gandhi
- Department of Family Medicine, PGY2, Lower Bucks Hospital, Bristol, PA, USA
| |
Collapse
|
40
|
Tang XF, Li QX, Han YL, Wang XZ, Song Y, Zhang Z, Xu JJ, Liu ZY, Chen Y, Zhang YZ, Zhu P, Guo XG, Jiang L, Wang ZF, Liu R, Wang QS, Yao Y, Feng YQ, Zhao XY, Yuan JQ. Implications of baseline glycemic control by plasma glycated hemoglobin A1c on adverse outcomes in patients with coronary heart disease and type 2 diabetes mellitus: Results from the PROMISE study. Heliyon 2024; 10:e39748. [PMID: 39584103 PMCID: PMC11585765 DOI: 10.1016/j.heliyon.2024.e39748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 10/19/2024] [Accepted: 10/22/2024] [Indexed: 11/26/2024] Open
Abstract
Background The optimal glycosylated hemoglobin (HbA1c) target in type 2 diabetes mellitus (T2DM) patients remains controversial, especially in patients with concomitant coronary heart disease (CHD). This study aimed to investigate the correlation between baseline HbA1c and long-term prognosis in CHD patients with T2DM. Methods The study enrolled 6,839 CHD patients with T2DM and measured HbA1c at admission in a multicenter prospective observational cohort. Patients were divided into two groups according to baseline HbA1c levels: optimal glycemic control group (HbA1c < 7.0 %, n = 3023) and poor glycemic control group (HbA1c ≥ 7.0 %, n = 3816). The study endpoints were all-cause death and major adverse cardiac and cerebrovascular events (MACCEs). Results The median follow-up period was 2.1 years. During this period, 229 (3.3 %) all-cause deaths, 165 (2.4 %) cardiac deaths, and 759 (11.1 %) MACCEs occurred. Unadjusted Kaplan-Meier analysis showed that the incidences of all-cause death, cardiac death, non-fatal MI, unplanned revascularization, and MACCEs were significantly lower in the HbA1c < 7.0 % group than in the HbA1c ≥ 7.0 % group (P < 0.05). Multivariate Cox hazard analysis indicated that the incidences of all-cause death, cardiac death and MACCEs were significantly lower in the HbA1c < 7.0 % group compared to the HbA1c ≥ 7.0 % group [all-cause death: hazard ratio (HR) 1.969, 95 % confidence interval (CI) 1.421-2.729; cardiac death: HR 2.515, 95 % CI 1.647-3.839; MACCEs: HR 1.345, 95 % CI 1.150-1.573; P < 0.001]. Conclusions Baseline HbA1c level was associated with all-cause death, cardiac death, and MACCEs in CHD patients with T2DM.
Collapse
Affiliation(s)
- Xiao-Fang Tang
- Department of Cardiology, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Qin-Xue Li
- Department of Cardiology, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ya-Ling Han
- Department of Cardiology, General Hospital of Northern Theater Command, Shenyang, China
| | - Xiao-Zeng Wang
- Department of Cardiology, General Hospital of Northern Theater Command, Shenyang, China
| | - Ying Song
- Department of Cardiology, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zheng Zhang
- Department of Cardiology, The First Hospital of Lanzhou University, Lanzhou, China
| | - Jing-Jing Xu
- Department of Cardiology, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zhen-Yu Liu
- Department of Cardiology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yan Chen
- Department of Cardiology, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yong-Zhen Zhang
- Department of Cardiology, Peking University Third Hospital, Beijing, China
| | - Pei Zhu
- Department of Cardiology, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiao-Gang Guo
- Department of Cardiology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Lin Jiang
- Department of Cardiology, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zhi-Fang Wang
- Department of Cardiology, Xinxiang Central Hospital, Xinxiang, China
| | - Ru Liu
- Department of Cardiology, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Qing-Sheng Wang
- Department of Cardiology, The First Hospital of Qinhuangdao, Qinhuangdao, China
| | - Yi Yao
- Department of Cardiology, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ying-Qing Feng
- Department of Cardiology, Guangdong Provincial People's Hospital, Guangzhou, China
| | - Xue-Yan Zhao
- Department of Cardiology, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jin-Qing Yuan
- Department of Cardiology, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| |
Collapse
|
41
|
Yang Z, Huang C, Huang W, Yan C, Wen X, Hu D, Xie H, He K, Tsang CK, Li K. Exacerbated ischemic brain damage in type 2 diabetes via methylglyoxal-mediated miR-148a-3p decline. BMC Med 2024; 22:557. [PMID: 39593147 PMCID: PMC11590287 DOI: 10.1186/s12916-024-03768-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 11/13/2024] [Indexed: 11/28/2024] Open
Abstract
BACKGROUND Although microvascular dysfunction is a widespread phenomenon in type 2 diabetes (T2D) and is recognized as a main cause of T2D-aggravated ischemic stroke injury, the underlying mechanisms by which T2D-mediated exacerbation of cerebral damage after ischemic stroke is still largely uncharacterized. Here, we found that methylglyoxal-mediated miR-148a-3p decline can trigger blood-brain barrier dysfunction, thereby exacerbating cerebrovascular injury in diabetic stroke. METHODS Using T2D models generated with streptozotocin plus a high-fat diet or db/db mice, and then inducing focal ischemic stroke through middle cerebral artery occlusion and reperfusion (MCAO/R), we established a diabetic stroke mouse model. RNA-sequencing was applied to identify the differentially expressed miRNAs in peri-cerebral infarction of diabetic stroke mice. RT-qPCR confirmed the potential miRNA in the plasma of ischemic stroke patients with or without T2D. Fluorescence in situ hybridization was used to image the localization of the miRNA. Brain pathology was analyzed using magnetic resonance imaging, laser-Doppler flowmetry, and transmission electron microscope in diabetic stroke mice. Immunofluorescence and immunoblotting were performed to elucidate the molecular mechanisms. RESULTS miR-148a-3p level was downregulated in the peri-infarct cortex of stroke mice and this downregulation was even more enhanced in diabetic stroke mice. A similar decrease in miR-148a-3p expression was also confirmed in the plasma of ischemic stroke patients with T2D compared to patients with ischemic stroke only. This miR-148a-3p downregulation intensified the severity of BBB damage, infarct size, and neurological function impairment caused by stroke. Notably, the reduction in miR-148a-3p levels was primarily triggered by methylglyoxal, a toxic byproduct of glucose metabolism commonly associated with T2D. Furthermore, methylglyoxal somewhat replicated the influence of T2D in exacerbating BBB damage and increasing infarct size caused by ischemia. Mechanistically, we found that downregulation of miR-148a-3p de-repressed SMAD2 and activated matrix metalloproteinase 9 signaling pathway, promoting blood-brain barrier impairment, and exacerbating the cerebral ischemic injury. CONCLUSIONS Blood-brain barrier damage caused by methylglyoxal-mediated miR-148a-3p downregulation may provide a novel target for the therapeutic intervention for the treatment of stroke patients with diabetes.
Collapse
Affiliation(s)
- Zhenguo Yang
- Department of Neurology and Stroke Center, Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, China
| | - Cheng Huang
- Department of Neurology and Stroke Center, Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, China
| | - Wenhui Huang
- Department of Neurology and Stroke Center, Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, China
| | - Chao Yan
- Department of Neurology and Stroke Center, Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, China
| | - Xueyi Wen
- Department of Neurology and Stroke Center, Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, China
| | - Di Hu
- Department of Neurology and Stroke Center, Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, China
| | - Hesong Xie
- Department of Neurology and Stroke Center, Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, China
| | - Kejing He
- Department of Neurology and Stroke Center, Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, China
| | - Chi Kwan Tsang
- Department of Neurology and Stroke Center, Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, China
| | - Keshen Li
- Department of Neurology and Stroke Center, Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, China.
| |
Collapse
|
42
|
Yoshimitsu Y, Awaya T, Kawagoe N, Kunimasa T, Iijima R, Hara H. Coronary Plaque Regression and Fractional Flow Reserve Improvement in a Chronic Coronary Syndrome Case: Early Optimal Medical Therapy and Fractional Flow Reserve-Computed Tomography Follow-Up Strategy. Diseases 2024; 12:297. [PMID: 39589971 PMCID: PMC11593014 DOI: 10.3390/diseases12110297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2024] [Revised: 11/14/2024] [Accepted: 11/18/2024] [Indexed: 11/28/2024] Open
Abstract
Background: Optimal medical therapy (OMT) is increasingly recognized as a cornerstone in managing chronic coronary syndrome (CCS), offering a non-invasive alternative to percutaneous coronary intervention (PCI). Case Presentation: A 38-year-old male with diabetes, dyslipidemia, and hypertension was treated with early and comprehensive OMT, including statins, ezetimibe, sodium-glucose cotransporter 2 inhibitors (SGLT2i), pioglitazone, and renin-angiotensin system inhibitors. Insulin was introduced during the acute phase to stabilize glycemic control. His HbA1c decreased to 6.3% within 4 months. Results: Over 8 months, the patient experienced a reduction in coronary plaque burden and an improvement in fractional flow reserve (FFR) from 0.75 to 0.90, indicating enhanced coronary blood flow. Plaque volume burden decreased from 85% to 52% in key coronary segments. Conclusions: This case highlights the effectiveness of OMT, including statins, ezetimibe, SGLT2i, and pioglitazone, in achieving outcomes comparable to PCI. FFR-computed tomography follow-up is critical in guiding treatment decisions. Continued OMT is recommended if plaque stabilization is observed. If no improvement is observed, OMT should be intensified, and PCI considered as appropriate.
Collapse
Affiliation(s)
- Yuki Yoshimitsu
- Department of Cardiovascular Medicine, Toho University Ohashi Medical Center, 2-22-36, Ohashi Meguro-ku, Tokyo 153-8515, Japan
| | - Toru Awaya
- Department of Cardiovascular Medicine, Toho University Ohashi Medical Center, 2-22-36, Ohashi Meguro-ku, Tokyo 153-8515, Japan
| | - Naoyuki Kawagoe
- Division of Diabetes, Metabolism and Endocrinology, Department of Internal Medicine, Toho University Ohashi Medical Center, Tokyo 153-8515, Japan
| | - Taeko Kunimasa
- Department of Cardiovascular Medicine, Toho University Ohashi Medical Center, 2-22-36, Ohashi Meguro-ku, Tokyo 153-8515, Japan
| | - Raisuke Iijima
- Department of Cardiovascular Medicine, Toho University Ohashi Medical Center, 2-22-36, Ohashi Meguro-ku, Tokyo 153-8515, Japan
| | - Hidehiko Hara
- Department of Cardiovascular Medicine, Toho University Ohashi Medical Center, 2-22-36, Ohashi Meguro-ku, Tokyo 153-8515, Japan
| |
Collapse
|
43
|
Fujihara K, Matsubayashi Y, Kitazawa M, Sato T, Takeuchi M, Oura T, Sone H. Achieving normoglycaemia with tirzepatide: Post hoc exploratory analysis of the SURPASS J-mono and J-combo studies. Diabetes Obes Metab 2024; 26:5304-5311. [PMID: 39192522 DOI: 10.1111/dom.15887] [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: 04/04/2024] [Revised: 08/04/2024] [Accepted: 08/05/2024] [Indexed: 08/29/2024]
Abstract
AIM Normoglycaemia was achieved in a significant proportion of Japanese participants with type 2 diabetes in two phase 3 studies of tirzepatide. This post hoc exploratory analysis aimed to identify predictive factors associated with normoglycaemia achievement. MATERIALS AND METHODS SURPASS J-mono and SURPASS J-combo study data were pooled for this analysis. Characteristics of participants in whom normoglycaemia [glycated haemoglobin (HbA1c) <5.7%] was achieved were summarized. Logistic regression analyses were performed with HbA1c <5.7% achievement as the target variable. RESULTS Of 912 participants, normoglycaemia was achieved in 553 (60.6%) following 52 weeks of tirzepatide treatment. Overall, the mean (SD) age was 56.7 (10.6) years and mean diabetes duration was 7.7 (6.0) years, and 76% of participants were men. Mean (SD) change from baseline in HbA1c and bodyweight was -2.87% (0.95) versus -2.47% (1.1) and -10.30 (5.8) kg versus -3.75 (4.3) kg for participants in whom normoglycaemia was and was not reached, respectively. Multivariate regression analyses showed that lower baseline body mass index, shorter disease duration and lower baseline HbA1c were significantly associated with higher rates of normoglycaemia achievement (p = 0.009, p = 0.008, p < 0.001, respectively) as was a tirzepatide dose of 10 or 15 mg compared with 5 mg (p < 0.001). The highest percentage of participants in whom normoglycaemia (94%) was achieved were those with lower baseline HbA1c (<8%) and the greatest weight reduction (≥15%). CONCLUSIONS Baseline HbA1c and body mass index, disease duration and the tirzepatide treatment group were shown to be predictive factors for achieving normoglycaemia. A lower baseline HbA1c was most strongly associated with normoglycaemia achievement.
Collapse
Affiliation(s)
- Kazuya Fujihara
- Department of Hematology, Endocrinology and Metabolism, Faculty of Medicine, Niigata University, Niigata City, Japan
| | - Yasuhiro Matsubayashi
- Department of Hematology, Endocrinology and Metabolism, Faculty of Medicine, Niigata University, Niigata City, Japan
| | - Masaru Kitazawa
- Department of Hematology, Endocrinology and Metabolism, Faculty of Medicine, Niigata University, Niigata City, Japan
| | - Takaaki Sato
- Department of Hematology, Endocrinology and Metabolism, Faculty of Medicine, Niigata University, Niigata City, Japan
| | - Masakazu Takeuchi
- Japan Drug Development and Medical Affairs, Eli Lilly Japan K.K., Kobe, Japan
| | - Tomonori Oura
- Japan Drug Development and Medical Affairs, Eli Lilly Japan K.K., Kobe, Japan
| | - Hirohito Sone
- Department of Hematology, Endocrinology and Metabolism, Faculty of Medicine, Niigata University, Niigata City, Japan
| |
Collapse
|
44
|
Orozco-Beltrán D, Brotons-Cuixart C, Banegas JR, Gil-Guillen VF, Cebrián-Cuenca AM, Martín-Rioboó E, Jordá-Baldó A, Vicuña J, Navarro-Pérez J. [Cardiovascular preventive recommendations. PAPPS 2024 thematic updates]. Aten Primaria 2024; 56 Suppl 1:103123. [PMID: 39613355 PMCID: PMC11705607 DOI: 10.1016/j.aprim.2024.103123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Revised: 09/22/2024] [Accepted: 09/23/2024] [Indexed: 12/01/2024] Open
Abstract
The recommendations of the semFYC's Program for Preventive Activities and Health Promotion (PAPPS) for the prevention of vascular diseases (VD) are presented. New in this edition are new sections such as obesity, chronic kidney disease and metabolic hepatic steatosis, as well as a 'Don't Do' section in the different pathologies treated. The sections have been updated: epidemiological review, where the current morbidity and mortality of CVD in Spain and its evolution as well as the main risk factors are described; vascular risk (VR) and recommendations for the calculation of CV risk; main risk factors such as arterial hypertension, dyslipidemia and diabetes mellitus, describing the method for their diagnosis, therapeutic objectives and recommendations for lifestyle measures and pharmacological treatment; indications for antiplatelet therapy, and recommendations for screening of atrial fibrillation, and recommendations for management of chronic conditions. The quality of testing and the strength of the recommendation are included in the main recommendations.
Collapse
Affiliation(s)
- Domingo Orozco-Beltrán
- Medicina Familiar y Comunitaria, Unidad de Investigación CS Cabo Huertas, Departamento San Juan de Alicante. Departamento de Medicina Clínica. Centro de Investigación en Atención Primaria. Universidad Miguel Hernández, San Juan de Alicante, España.
| | - Carlos Brotons-Cuixart
- Medicina Familiar y Comunitaria. Institut de Recerca Sant Pau (IR SANT PAU). Equipo de Atención Primaria Sardenya, Barcelona, España
| | - José R Banegas
- Medicina Preventiva y Salud Pública, Universidad Autónoma de Madrid y CIBERESP, Madrid, España
| | - Vicente F Gil-Guillen
- Medicina Familiar y Comunitaria. Hospital Universitario de Elda. Departamento de Medicina Clínica. Centro de Investigación en Atención Primaria. Universidad Miguel Hernández, San Juan de Alicante, España
| | - Ana M Cebrián-Cuenca
- Medicina Familiar y Comunitaria, Centro de Salud Cartagena Casco Antiguo, Cartagena, Murcia, España. Instituto de Investigación Biomédica de Murcia (IMIB), Universidad Católica de Murcia, Murcia, España
| | - Enrique Martín-Rioboó
- Medicina Familiar y Comunitaria, Centro de Salud Poniente, Córdoba. Departamento de Medicina. Universidad de Córdoba. Grupo PAPPS, Córdoba, España
| | - Ariana Jordá-Baldó
- Medicina Familiar y Comunitaria. Centro de Salud Plasencia II, Plasencia, Cáceres, España
| | - Johanna Vicuña
- Medicina Preventiva y Salud Pública. Hospital de la Sant Creu i Sant Pau, Barcelona, España
| | - Jorge Navarro-Pérez
- Medicina Familiar y Comunitaria, Centro de Salud Salvador Pau (Valencia). Departamento de Medicina. Universidad de Valencia. Instituto de Investigación INCLIVA, Valencia, España
| |
Collapse
|
45
|
Liu L, Ke W, Li H, Li F, Fan G, Kuang J, Ma J, Zhang X, Ji B, Li S, Du Y, Xue Y, Lyu Z, Gao L, Qu S, Shi Y, Yan L, Deng W, Xu C, Dai P, Xu L, Liu J, Wan X, Wei G, Yu S, Hong S, Zhang P, Huang Z, Cao X, Liao Z, Xiao H, Mu Y, Handelsman Y, Li Y. Intense simplified strategy for newly diagnosed type 2 diabetes in patients with severe hyperglycaemia: multicentre, open label, randomised trial. BMJ 2024; 387:e080122. [PMID: 39406449 PMCID: PMC11474422 DOI: 10.1136/bmj-2024-080122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/21/2024] [Indexed: 10/20/2024]
Abstract
OBJECTIVE To evaluate whether the intense simplified strategy, which comprises short term intensive insulin therapy (SIIT) followed by subsequent oral antihyperglycaemic regimens, could improve long term glycaemic outcomes in patients with newly diagnosed type 2 diabetes mellitus and severe hyperglycaemia. DESIGN Multicentre, open label, randomised trial. SETTING 15 hospitals in China between December 2017 and December 2020. PARTICIPANTS 412 patients with newly diagnosed type 2 diabetes and significant hyperglycaemia (HbA1c ≥8.5%). INTERVENTIONS All randomised participants initially received SIIT for 2-3 weeks, followed by linagliptin 5 mg/day, metformin 1000 mg/day, combination linagliptin plus metformin, or lifestyle modification alone (control) for 48 weeks. MAIN OUTCOME MEASURES The primary outcome was the percentage of participants achieving HbA1c <7.0% at week 48 after SIIT. Secondary outcomes included glycaemic control, β cell function, and variations in insulin sensitivity. RESULTS 412 participants were randomised. At baseline, the mean age was 46.8 (standard deviation 11.2) years, mean body mass index was 25.8 (2.9), and mean HbA1c was 11.0% (1.9%). At week 48, 80% (78/97), 72% (63/88), and 73% (69/95) of patients in the linagliptin plus metformin, linagliptin, and metformin groups, respectively, achieved HbA1c <7.0%, compared with 60% (56/93) in the control group (P=0.02 overall; P=0.003 for linagliptin plus metformin versus control; P=0.12 for linagliptin versus control; P=0.09 for metformin versus control). Additionally, 70% (68/97), 68% (60/88), and 68% (65/95) of patients in the linagliptin plus metformin, linagliptin, and metformin group, respectively, achieved HbA1c <6.5% compared with 48% (45/93) in the control group (P=0.005 overall; P=0.005 for linagliptin plus metformin versus control; P=0.01 for linagliptin versus control; P=0.008 for metformin versus control; all were significant after adjustment for multiple comparisons). Thus, compared with the control group, participants in the linagliptin plus metformin group were more likely to achieve HbA1c <7.0% at week 48 (odds ratio 2.78, 95% confidence interval 1.37 to 5.65; P=0.005). Moreover, the linagliptin plus metformin group showed the most significant improvement in fasting plasma glucose and β cell function indices. All treatments were well tolerated. CONCLUSIONS The intense simplified strategy using subsequent oral therapies post-SIIT, especially the linagliptin plus metformin combination, sustainably improved glycaemic control and β cell function in patients with newly diagnosed type 2 diabetes mellitus and severe hyperglycaemia. This approach offers a promising direction for decision making in the clinical management of type 2 diabetes mellitus. TRIAL REGISTRATION ClinicalTrials.gov NCT03194945.
Collapse
Affiliation(s)
- Liehua Liu
- The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Weijian Ke
- The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Hai Li
- The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Fangping Li
- The Seventh Affiliated Hospital of Sun Yat-sen University, Yantian District, Shenzen, Guangdong Province, China
| | - Guanjie Fan
- Guangdong Provincial Hospital of Traditional Chinese Medicine, Guangzhou, Guangdong Province, China
| | - Jian Kuang
- Department of Endocrinology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong Province, China
| | - Jianhua Ma
- Nanjing First Hospital, Nanjing, Jiangsu Province, China
| | - Xiuwei Zhang
- The Tenth Affiliated Hospital, Southern Medical University (Dongguan People's Hospital), Wanjiang District, Dongguan City, Guangdong Province, China
| | - Bing Ji
- Clifford Hospital, Panyu District, Guangzhou, Guangdong Province, China
| | - Shu Li
- Huizhou Municipal Central Hospital, Huizhou, Guangdong Province, China
| | - Yinghong Du
- The Affiliated Panyu Central Hospital of Guangzhou Medical University, Panyu district, Guangzhou, Guangdong Province, China
| | - Yaoming Xue
- Southern Medical University Nanfang Hospital, Guangzhou, Guangdong Province, China
| | - Zhaohui Lyu
- Department of Endocrinology, The First Medical Center, Chinese People's Liberation Army General Hospital, Haidian District, Beijing, China
| | - Leili Gao
- Peking University People's Hospital, Xicheng District, Beijing, China
| | - Shen Qu
- Shanghai Tenth People's Hospital of TongJi University, Shanghai, China
| | | | - Li Yan
- Sun Yat-sen Memorial Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Wanping Deng
- The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Chaoyan Xu
- The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Peiji Dai
- The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Lijuan Xu
- The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Juan Liu
- The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Xuesi Wan
- The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Guohong Wei
- The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Shuang Yu
- The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Shubin Hong
- The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Pengyuan Zhang
- The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Zhimin Huang
- The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Xiaopei Cao
- The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Zhihong Liao
- The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Haipeng Xiao
- The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Yiming Mu
- Department of Endocrinology, The First Medical Center, Chinese People's Liberation Army General Hospital, Haidian District, Beijing, China
| | | | - Yanbing Li
- The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China
| |
Collapse
|
46
|
Jenkins M, Simpson J, Ursuy T, Hanks J, Burroughs TE. Transitions of Care From Hospital to Home: Can Continuous Glucose Monitoring Improve Outcomes for Patients With Diabetes? Sci Diabetes Self Manag Care 2024; 50:394-405. [PMID: 39297338 DOI: 10.1177/26350106241268479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/08/2024]
Abstract
PURPOSE The purpose of this study was to examine the impact of continuous blood glucose monitoring (CGM) on transitions of care as patients with diabetes are discharged from the hospital on insulin. METHODS This is a descriptive study with 2 cohorts of patients (transition to home with CGM and transition to home without CGM) who were assessed prior to discharge (baseline) and 30 days post discharge (follow-up). The key outcome measures were satisfaction with diabetes management, diabetes-related quality of life, frequency of blood glucose monitoring, and 30-day readmission rates. RESULTS Patients in the CGM group reported significantly higher levels of satisfaction with diabetes self-care management and higher levels of diabetes-related quality of life compared to those patients discharged without CGM. CONCLUSION The results of this study suggest that CGM enables a smoother transition from hospital to home for patients with diabetes placed on insulin at discharge. CGM was associated with higher satisfaction and diabetes-related quality of life, perhaps as a result of timely, ongoing information about glucose levels without the burden and pain of finger sticks. CGM may provide greater confidence in self-care decisions regarding insulin dosing, food intake, and exercise. Further research is needed to confirm our results and explore the additional factors associated with greater quality of life and satisfaction.
Collapse
|
47
|
Elsherif I, Jammah AA, Ibrahim AR, Alawadi F, Sadek IS, Rahman AM, Sharify GE, AlFeky A, Aldossari K, Roushdy E, ELBarbary NS, BenRajab F, Elghweiry A, Farah SIS, Hajjaji I, AlShammary A, Abdulkareem F, AbdelRahim A, Orabi A. Clinical practice recommendations for management of Diabetes Mellitus in Arab region: An expert consensus statement from Arab Diabetes Forum (ADF). Prim Care Diabetes 2024; 18:471-478. [PMID: 38955658 DOI: 10.1016/j.pcd.2024.06.003] [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: 02/24/2024] [Revised: 05/14/2024] [Accepted: 06/02/2024] [Indexed: 07/04/2024]
Abstract
Prevalence of diabetes in Arab region has significantly increased, resulting in a significant economic burden on healthcare systems. This surge can be attributed to obesity, rapid urbanization, changing dietary habits, and sedentary lifestyles. The Arab Diabetes Forum (ADF) has established localized recommendations to tackle the region's rising diabetes prevalence. The recommendations, which incorporate worldwide best practices, seek to enhance the quality of treatment for people with diabetes by raising knowledge and adherence among healthcare providers. The guidelines include comprehensive recommendations for screening, diagnosing, and treating type 1 and type 2 diabetes in children and adults for better overall health results.
Collapse
Affiliation(s)
| | - Anwar Ali Jammah
- Endocrinology and Diabetes Division, Medicine Department, King Saud University, Saudi Arabia
| | | | - Fatheya Alawadi
- Dubai Medical College - President of EDS emirates diabetes society, the United Arab Emirates
| | | | | | | | | | - Khaled Aldossari
- Department of family and community medicine, College of Medicine, Prince Sattam Bin Abdulaziz University, Saudi Arabia
| | - Eman Roushdy
- Internal medicine and Diabetes, Cairo University, Egypt
| | - Nancy Samir ELBarbary
- Department of Pediatrics, Diabetes Unit, Faculty of medicine, Ain shams University, Cairo, Egypt
| | | | - Awad Elghweiry
- National Center for Diagnosis and Treatment of Diabetes, Benghazi, Libya
| | | | - Issam Hajjaji
- Endocrine & Diabetes Hospital, University of Tripoli, Libya
| | - Afaf AlShammary
- Department of Internal Medicine, King Saud bin Abdulaziz University for Health Sciences (KSAU-HS), Saudi Arabia
| | - Faris Abdulkareem
- Internal medicine, diabetes and endocrinology, Alkindy College of Medicine, Iraq
| | - Aly AbdelRahim
- Internal medicine and Diabetes Department, Alex University, Egypt
| | - Abbass Orabi
- Internal medicine and Diabetes, Zagazig University, Egypt.
| |
Collapse
|
48
|
Zhang Y, Chen Y, Shao P, Luo Y, Liu X, Xu T. Baicalin derivative dynamically cross-linked natural polysaccharide hydrogel for diabetic wound healing. CHEMICAL ENGINEERING JOURNAL 2024; 497:154803. [DOI: 10.1016/j.cej.2024.154803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
|
49
|
Alghadeer S, Mubarak AM, Alsuwayni B, Almurdhi F, Almalki H, Alotaibi M. The association between uncontrolled hyperglycemia (Type-2 Diabetes) and cardiovascular sequelae in patients with and without insulin. Saudi Pharm J 2024; 32:102168. [PMID: 39295783 PMCID: PMC11408277 DOI: 10.1016/j.jsps.2024.102168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 09/02/2024] [Indexed: 09/21/2024] Open
Abstract
Introduction Despite the availability of new cardio-protective oral hypoglycemic drugs, insulin is often recommended as an add-on therapy for type-2 diabetes with hemoglobin A1C (HbA1C) ≥ 9. Introducing insulin as a choice for patients with uncontrolled hyperglycemia (HbA1C≥9) has been questionably associated with cardiovascular sequelae. This study aims to examine the association between insulin use and cardiovascular effects in type-2 diabetic patients with uncontrolled hyperglycemia. Methodology A retrospective observational cohort study was conducted to identify cardiovascular complications between the two groups (patients with HbA1C≥9% on insulin versus those with HbA1C≥9% without insulin) at King Saud University Medical City (KSUMC). Patients with type-2 diabetes whose HbA1C was ≥ 9 during the period from 2015 to 2018 and who were followed up within the hospital for at least 5 years until the end of 2022 were included in the study. Results A total of 366 patients were included in the study; 286 patients were on insulin, while 80 patients were not. The median baseline HbA1C levels were comparable between the two groups (10.2 versus 9.8). After 5 years of follow-up, there was no significant difference between the groups (29.4 % of insulin users versus 18.8 % of non-insulin users; p = 0.065). However, the incidence of other diabetes complications, such as retinopathy, nephropathy, and neuropathy, was significantly higher among patients who were on insulin compared to those not on insulin (50.7 % versus 27.5 %; p = 0.005). Additionally, the average of the last three HbA1C readings and the overall average HbA1C readings were significantly higher among patients who were on insulin (9.67 % versus 9.07 %; p = 0.001) compared to those not on insulin (9.64 % versus 9.11 %; p = 0.005). Conclusion Our study did not find a significant association between the use of insulin and cardiovascular complications. The association between insulin therapy and the development of other diabetes complications warrants further investigation.
Collapse
Affiliation(s)
- Sultan Alghadeer
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Abdullah M Mubarak
- Department of Basic Sciences, PSCEMS, King Saud University, Riyadh, Saudi Arabia
| | - Bashayr Alsuwayni
- Corporate of Pharmacy Services, King Saud University Medical City, Riyadh, Saudi Arabia
| | - Faisal Almurdhi
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Hazim Almalki
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Metib Alotaibi
- Diabetes Center, King Saud University Medical City, Riyadh, Saudi Arabia
| |
Collapse
|
50
|
Iwamoto H, Kimura T, Fushimi Y, Iwamoto M, Tatsumi F, Sanada J, Iwamoto Y, Katakura Y, Shimoda M, Nakanishi S, Mune T, Kaku K, Kaneto H. Effectiveness of switching from dipeptidyl peptidase-4 inhibitor to oral glucagon-like peptide-1 receptor agonist in Japanese participants with type 2 diabetes mellitus: Prospective observational study using propensity score matching. Diabetes Obes Metab 2024; 26:4366-4374. [PMID: 39039725 DOI: 10.1111/dom.15784] [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: 05/25/2024] [Revised: 06/24/2024] [Accepted: 06/24/2024] [Indexed: 07/24/2024]
Abstract
AIM Recently, the development of the oral glucagon-like peptide-1 receptor agonist semaglutide has drawn a great deal of attention. This study aimed to compare the effectiveness of oral glucagon-like peptide-1 receptor agonist semaglutide and dipeptidyl peptidase-4 (DPP-4) inhibitors on glycaemic control and several metabolic parameters in patients with type 2 diabetes mellitus over a 6-month period. METHODS Fifty-nine participants were included, and we compared various clinical parameters between before and after switching from DPP-4 inhibitors to oral semaglutide in 'study 1' (pre-post comparison) and set the control group using the propensity score matching method in 'study 2'. RESULTS In 'study 1', 6 months after the switching, the glycated haemoglobin value was significantly reduced from 7.5% to 7.0%, and the body mass index was also decreased from 29.7 kg/m2 to 28.8 kg/m2. Such effects were more clearly observed in participants whose glycaemic control was poor. In 'study 2', after 1:1 propensity score matching, 51 participants from each group were matched, and glycaemic control as well as body weight management were improved in the switching group compared with the DPP-4 inhibitor continuation group over the 6-month observation period. CONCLUSION In this study, including obese participants with poor glycaemic control, switching DPP-4 inhibitors to oral semaglutide showed more beneficial effects on both glycaemic and weight control, irrespective of age, body weight and diabetes duration. Therefore, we should bear in mind that it would be better to start using an oral semaglutide in clinical practice, particularly in obese participants with poor glycaemic control with DPP-4 inhibitors.
Collapse
Affiliation(s)
- Hideyuki Iwamoto
- Department of Diabetes, Endocrinology and Metabolism, Kawasaki Medical School, Kurashiki, Japan
| | - Tomohiko Kimura
- Department of Diabetes, Endocrinology and Metabolism, Kawasaki Medical School, Kurashiki, Japan
| | - Yoshiro Fushimi
- Department of Diabetes, Endocrinology and Metabolism, Kawasaki Medical School, Kurashiki, Japan
| | | | - Fuminori Tatsumi
- Department of Diabetes, Endocrinology and Metabolism, Kawasaki Medical School, Kurashiki, Japan
| | - Junpei Sanada
- Department of Diabetes, Endocrinology and Metabolism, Kawasaki Medical School, Kurashiki, Japan
| | - Yuichiro Iwamoto
- Department of Diabetes, Endocrinology and Metabolism, Kawasaki Medical School, Kurashiki, Japan
| | - Yukino Katakura
- Department of Diabetes, Endocrinology and Metabolism, Kawasaki Medical School, Kurashiki, Japan
| | - Masashi Shimoda
- Department of Diabetes, Endocrinology and Metabolism, Kawasaki Medical School, Kurashiki, Japan
| | - Shuhei Nakanishi
- Department of Diabetes, Endocrinology and Metabolism, Kawasaki Medical School, Kurashiki, Japan
| | - Tomoatsu Mune
- Department of Diabetes, Endocrinology and Metabolism, Kawasaki Medical School, Kurashiki, Japan
| | - Kohei Kaku
- Department of Diabetes, Endocrinology and Metabolism, Kawasaki Medical School, Kurashiki, Japan
| | - Hideaki Kaneto
- Department of Diabetes, Endocrinology and Metabolism, Kawasaki Medical School, Kurashiki, Japan
| |
Collapse
|