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Ren JY, Zhang H, Shao X, Gu TS, Hu ST, Zhang YK, Jiang C, Zhang JK, Wu X, Liu X, Zhao JH, Rha SW, Liu T, Chen KY. Impact of PCSK9 inhibitors on bleeding and adverse outcomes in post-PCI patients undergoing antiplatelet therapy: A real-world cohort study. Int J Cardiol 2025; 434:133352. [PMID: 40320148 DOI: 10.1016/j.ijcard.2025.133352] [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: 11/12/2024] [Revised: 12/26/2024] [Accepted: 04/30/2025] [Indexed: 05/09/2025]
Abstract
BACKGROUND The relationship between low-density lipoprotein cholesterol (LDL-C) levels and bleeding risk during antiplatelet therapy post-percutaneous coronary intervention (PCI) is uncertain, and the effect of proprotein convertase subtilisin/kexin type 9 inhibitors (PCSK9i) on bleeding risk is unknown. METHODS This retrospective cohort study analyzed data from 85,464 PCI patients on oral antiplatelet therapy across 82 Tianjin hospitals from 2017 to 2023, using 1:1 PSM. The primary outcome was Bleeding Academic Research Consortium (BARC) type 3 or 5 bleeding within one year. Kaplan-Meier survival curves and Cox regression models were employed to assess the association between PCSK9i and clinical outcomes, with Win-ratio analysis used for composite endpoints. RESULTS Among 85,464 patients (64 % male), 1979 (2.32 %) received PCSK9i were followed for one year. After PSM, a balanced cohort of 1951 patients in both the PCSK9i and control groups was established. Multivariate cox regression analysis revealed that patients on PCSK9i had significantly reduced risks of NACE (aHR: 0.674, 95 %CI: 0.528-0.859, P = 0.001), MACCE (aHR: 0.674, 95 %CI: 0.524-0.866, P = 0.002), all-cause death (aHR: 0.501, 95 %CI: 0.275-0.915, P = 0.025), and revascularization (aHR: 0.604, 95 %CI: 0.419-0.872, P = 0.007) at one year. No significant differences were found in other endpoints. The hierarchical outcome significantly favored PCSK9i (matched win ratio 0.634, 95 % CI: 0.584-0.689, P < 0.001). CONCLUSIONS PCSK9i therapy did not increase bleeding risk and was associated with lower risks of adverse outcomes compared to the control group.
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Affiliation(s)
- Jia-Yi Ren
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, China
| | - Hao Zhang
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, China
| | - Xian Shao
- Division of Nephrology, National Clinical Research Center for Kidney Disease, State Key Laboratory of Organ Failure Research, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Tian-Shu Gu
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, China
| | - Su-Tao Hu
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, China
| | - Yu-Kun Zhang
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, China
| | - Chao Jiang
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, China
| | - Jing-Kun Zhang
- Cardiovascular Research Institute, University of California San Francisco, CA, USA
| | - Xue Wu
- Institute for Global Health Sciences, University of California, San Francisco, CA, USA
| | - Xing Liu
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, China
| | - Jin-Hua Zhao
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, China
| | - Seung-Woon Rha
- Cardiovascular Center, Korea University Guro Hospital, 148, Gurodong-ro, Guro-gu, Seoul 08308, Republic of Korea
| | - Tong Liu
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, China.
| | - Kang-Yin Chen
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, China.
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Roos PR, van den Burg EL, Schoonakker MP, van Peet PG, Numans ME, Pijl H, Westenberg JJM, Lamb HJ. Fasting-mimicking diet in type 2 diabetes reduces myocardial triglyceride content: A 12-month randomised controlled trial. Nutr Metab Cardiovasc Dis 2025; 35:103860. [PMID: 39934050 DOI: 10.1016/j.numecd.2025.103860] [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: 08/23/2024] [Revised: 12/06/2024] [Accepted: 01/07/2025] [Indexed: 02/13/2025]
Abstract
BACKGROUND AND AIMS Type 2 diabetes is associated with a heightened risk of cardiovascular complications, including myocardial steatosis. Fasting-mimicking diets (FMDs) may mimic the metabolic benefits of fasting, while being less intensive than fasting. This study aims to investigate the effect of following an FMD program on myocardial triglyceride content (MTGC), as assessed by Magnetic Resonance Spectroscopy (MRS), in patients with type 2 diabetes. METHODS AND RESULTS 100 patients with type 2 diabetes, who used metformin as the only glucose-lowering drug or no medication were randomly assigned to either an FMD group or a control group. The FMD group received the FMD program for 5 consecutive days a month alongside usual care, while the control group received usual care only. Both groups underwent baseline, 6-months and 12-months examinations, including single voxel cardiac 1H-MRS to assess MTGC. N = 13 participants of the FMD and n = 13 of the control group had complete data at baseline and twelve month follow-up. The FMD group exhibited a significant reduction in MTGC over the twelve month period (-0.235 % MTGC, p = 0.027), while the control group saw no significant change (0.143 % MTGC, p = 0.236). The decrease of MTGC in the FMD group was statistically different (p = 0.018) from control. CONCLUSION Following an FMD program reduces MTGC, which indicates a favorable effect on cardiac metabolism and thereby may be an effective strategy to reduce the cardiovascular risk in patients with type 2 diabetes. CLINICAL TRIALS REGISTRATION NUMBER NCT03811587. TRIAL REGISTRATION ClinicalTrials.gov; NCT03811587, submitted January 13th, 2019.
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Affiliation(s)
- Paul R Roos
- Department of Radiology, Leiden University Medical Center (LUMC), the Netherlands.
| | - Elske L van den Burg
- Department of Public Health and Primary Care, Leiden University Medical Center, the Netherlands
| | - Marjolein P Schoonakker
- Department of Public Health and Primary Care, Leiden University Medical Center, the Netherlands
| | - Petra G van Peet
- Department of Public Health and Primary Care, Leiden University Medical Center, the Netherlands
| | - Mattijs E Numans
- Department of Public Health and Primary Care, Leiden University Medical Center, the Netherlands
| | - Hanno Pijl
- Department of Public Health and Primary Care, Leiden University Medical Center, the Netherlands; Department of Internal Medicine, Leiden University Medical Center, the Netherlands
| | - Jos J M Westenberg
- Department of Radiology, Leiden University Medical Center (LUMC), the Netherlands
| | - Hildo J Lamb
- Department of Radiology, Leiden University Medical Center (LUMC), the Netherlands
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Rana JS, Farrukh F, Moffet HH, Liu JY, Bhatt AS, Sabouret P, Karter AJ. Diabetes and risk of premature atherosclerotic cardiovascular disease. Nutr Metab Cardiovasc Dis 2025; 35:103869. [PMID: 39986940 DOI: 10.1016/j.numecd.2025.103869] [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] [Received: 11/16/2024] [Revised: 12/31/2024] [Accepted: 01/20/2025] [Indexed: 02/24/2025]
Abstract
BACKGROUND AND AIM Risk of premature atherosclerotic cardiovascular disease (ASCVD) attributable to diabetes is poorly understood. We evaluated the impact of diabetes on future risk of ASCVD in young men and women. METHODS AND RESULTS Observational cohort study of young adults (ages 30-55 years) without established ASCVD (as of January 1, 2006) who were members of Kaiser Permanente Northern California, an integrated healthcare delivery system. Adjusted demographics (age, race) and traditional risk factors (hypertension, LDL-cholesterol, HDL- C, total cholesterol, smoking). Models were specified to estimate risk ratios (RRs) for incident ASCVD events by diabetes status: no diabetes (reference) versus diabetes with no treatment, with oral hypoglycemic (OH) only and with OH plus insulin. Incident ASCVD events were defined as a composite of nonfatal myocardial infarction, ischemic stroke, or coronary heart disease death through December 31, 2020. In fully adjusted models, individuals with diabetes using insulin exhibited a 5-fold higher risk among women (RR: 5.44; 95 % CI: 4.90-6.05) and a 3-fold higher risk among men (RR: 3.13; 95 % CI: 2.84-3.45) for incident ASCVD events compared to those without diabetes. CONCLUSIONS A proactive stance towards ASCVD risk management in young individuals with diabetes, healthcare professionals can help improve the morbidity and mortality associated with this complex interplay of metabolic and cardiovascular disease.
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Affiliation(s)
- Jamal S Rana
- Division of Cardiology, Kaiser Permanente Oakland Medical Center, USA; Division of Research, Kaiser Permanente Northern California, USA.
| | | | - Howard H Moffet
- Division of Research, Kaiser Permanente Northern California, USA
| | - Jennifer Y Liu
- Division of Research, Kaiser Permanente Northern California, USA
| | - Ankeet S Bhatt
- Division of Research, Kaiser Permanente Northern California, USA; Division of Cardiology, Kaiser Permanente San Francisco Medical Center, USA
| | - Pierre Sabouret
- University Pierre and Marie Curie, Cardiology Department, Emeritus, Paris, France
| | - Andrew J Karter
- Division of Research, Kaiser Permanente Northern California, USA
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Yoon YH, Kim TO, Park GM, Lee JY, Roh JH, Lee JH, Lee K, Lee PH, Choe J, Kim YH, Lee SW. Clinical Significance of Diabetes in Asymptomatic Individuals With Zero Coronary Artery Calcium Score. Am J Cardiol 2025; 245:29-34. [PMID: 40057217 DOI: 10.1016/j.amjcard.2025.03.005] [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: 01/28/2025] [Revised: 02/26/2025] [Accepted: 03/03/2025] [Indexed: 03/26/2025]
Abstract
The clinical significance of diabetes mellitus (DM) on the cardiovascular disease in the zero coronary artery calcium (CAC) group is not well studied. This study investigated the impact of DM in an asymptomatic population with zero CAC scores. Overall, 9269 adults who received coronary computed tomography angiography (CCTA) scans for coronary disease evaluation during a general medical checkup were initially selected. After excluding participants with CAC >0, 4139 were included in the analysis. Baseline characteristics, CCTA findings including significant stenosis ≥50%, and clinical outcomes were assessed, including all-cause death, cardiovascular death, myocardial infarction (MI), or revascularization. The average age was 51.8 years, and 2706 participants (65.3%) were male. DM group had a higher prevalence of noncalcified plaque (16.7% vs 11.6%), significant stenosis (3.4% vs 1.5%), and a greater atherosclerosis burden than the non-DM group. DM was identified as a significant predictor of significant stenosis (adjusted odds ratio 1.88 [1.07-3.33], p = 0.029). During the median follow-up of 5.3 years, participants with DM experienced a higher rate of revascularization (1.2% vs 0.3%, adjusted hazard ratio 3.64 [1.25-10.56], p = 0.018), with a remarkably low incidence of cardiovascular death (0% vs 0.1%) and MI (both 0%). The risk of significant stenosis and revascularization increased gradually according to the severity of DM. In conclusion, asymptomatic patients with DM and zero CAC scores may face an increased risk of coronary artery disease presence compared to non-DM individuals. Despite zero CAC suggesting a low risk of cardiovascular disease, patients with DM may still exhibit a demonstrable atherosclerotic burden.
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Affiliation(s)
- Yong-Hoon Yoon
- Department of Cardiology, Chungnam National University Sejong Hospital, Chungnam National University School of Medicine, Sejong, Republic of Korea
| | - Tae Oh Kim
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Gyung-Min Park
- Department of Cardiology, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Republic of Korea
| | - Jong-Young Lee
- Division of Cardiology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jae-Hyung Roh
- Department of Cardiology, Chungnam National University Sejong Hospital, Chungnam National University School of Medicine, Sejong, Republic of Korea
| | - Jae-Hwan Lee
- Department of Cardiology, Chungnam National University Sejong Hospital, Chungnam National University School of Medicine, Sejong, Republic of Korea
| | - Kyusup Lee
- Department of Cardiology, Daejeon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Pil Hyung Lee
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jaewon Choe
- Health Medicine, Health Screening & Promotion Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Young-Hak Kim
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Seung-Whan Lee
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
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5
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Garcia AV, Strangas Y. Cardiovascular Health in Women. Prim Care 2025; 52:317-328. [PMID: 40412909 DOI: 10.1016/j.pop.2025.01.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/27/2025]
Abstract
Cardiovascular disease (CVD) is the leading cause of morbidity and mortality in the developed world. Although women generally have a lower prevalence, they have unique factors placing them at risk for CVD compared to their male counterparts. Studies show that prevention, early detection, and treatment can reduce downstream sequelae of CVD. However, sex and gender-specific recommendations are lagging and not always optimally disseminated to patients and providers. This article will explore sex and gender-based differences in cardiovascular burden of disease, risk factors, presentation, and natural history to aid in early identification and intervention.
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Affiliation(s)
- Aury V Garcia
- Department of Internal Medicine, Center for Family and Community Medicine; Columbia University Irving Medical Center/New York Presbyterian Hospital, 610 West 158th Street, New York, NY 10032, USA.
| | - Yorgos Strangas
- Department of Internal Medicine, Center for Family and Community Medicine; Columbia University Irving Medical Center/New York Presbyterian Hospital, 720 West 173rd Street Apartment 42, New York, NY 10032, USA
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Mao F, Lin L, Liang D, Cheng W, Zhang N, Li J, Wu S. Machine Learning Approach for Sepsis Risk Assessment in Ischemic Stroke Patients. J Intensive Care Med 2025; 40:598-610. [PMID: 39784102 DOI: 10.1177/08850666241308195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2025]
Abstract
BackgroundIschemic stroke is a critical neurological condition, with infection representing a significant aspect of its clinical management. Sepsis, a life-threatening organ dysfunction resulting from infection, is among the most dangerous complications in the intensive care unit (ICU). Currently, no model exists to predict the onset of sepsis in ischemic stroke patients. This study aimed to develop the first predictive model for sepsis in ischemic stroke patients using data from the MIMIC-IV database, leveraging machine learning techniques.MethodsA total of 2238 adult patients with a diagnosis of ischemic stroke, admitted to the ICU for the first time, were included from the MIMIC-IV database. The outcome of interest was the development of sepsis. Model development adhered to the TRIPOD guidelines. Feature selection was performed using Least Absolute Shrinkage and Selection Operator (LASSO) regression, identifying 28 key variables. Multiple machine learning algorithms, including logistic regression, k-nearest neighbors, support vector machines, decision trees, and XGBoost, were trained and internally validated. Performance metrics were assessed, and XGBoost was selected as the optimal model. The SHAP method was used to interpret the XGBoost model, revealing the impact of individual features on predictions. The model was also deployed on a user-friendly platform for practical use in clinical settings.ResultsThe XGBoost model demonstrated superior performance in the validation set, achieving an area under the curve (AUC) of 0.863 and offering greater net benefit compared to other models. SHAP analysis identified key factors influencing sepsis risk, including the use of invasive mechanical ventilation on the first day, excessive body weight, a Glasgow Coma Scale verbal score below 3, age, and elevated body temperature (>37.5 °C). A user interface had been developed to enable clinicians to easily access and utilize the model.ConclusionsThis study developed the first machine learning-based model to predict sepsis in ischemic stroke patients. The model exhibited high accuracy and holds potential as a clinical decision support tool, enabling earlier identification of high-risk patients and facilitating preventive measures to reduce sepsis incidence and mortality in this population.
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Affiliation(s)
- Fengkai Mao
- Clinical Medical College, Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, Zhejiang, China
| | - Leqing Lin
- Department of Critical Care Medicine, Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, Zhejiang, China
| | - Dongcheng Liang
- Department of Critical Care Medicine, Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, Zhejiang, China
| | - Weiling Cheng
- Department of Critical Care Medicine, Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, Zhejiang, China
| | - Ning Zhang
- Department of Critical Care Medicine, Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, Zhejiang, China
| | - Ji Li
- Department of Critical Care Medicine, Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, Zhejiang, China
| | - Siming Wu
- Department of Pediatrics and Adolescent Gynecology, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China
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Adekunte S, Bai YQ, Booth GL, Fazli G, Ke C, Lipscombe LL, Mah SM, Rosella LC, Wodchis WP, Shah BR. Comparing quality of diabetes care between immigrants and non-immigrants within dimensions of marginalization: A population-based cohort study. Prim Care Diabetes 2025; 19:296-301. [PMID: 39984332 DOI: 10.1016/j.pcd.2025.02.007] [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: 01/06/2025] [Revised: 02/04/2025] [Accepted: 02/16/2025] [Indexed: 02/23/2025]
Abstract
AIMS Immigrants in western countries face an increased risk of developing diabetes and have been shown to receive lower quality of diabetes care. However, it is uncertain whether this disparity in care persists when comparing immigrants and non-immigrants with similar levels of marginalization with respect to the social determinants of health. METHODS Using population-based healthcare administrative data linked to immigration and neighbourhood census data, we conducted a retrospective cohort study of all people aged ≥ 40 years with diabetes in Ontario, Canada on 1 April 2019. Process measures (testing for HbA1c, LDL-cholesterol and urine albumin-creatinine ratio; eye examinations; and appropriate prescriptions) and outcome measures (achieving guideline-recommended targets for laboratory tests) over the following year were ascertained. They were compared between immigrants and non-immigrants overall and within the highest and lowest quintiles of three measures of marginalization: material deprivation, residential instability and dependency. RESULTS There were 1,449,589 people with diabetes included in the study (22.6 % immigrants). Immigrants were less likely than non-immigrants to achieve many of the process quality indicators and were less likely to achieve both HbA1c and LDL-cholesterol targets. These findings were similar when stratified within the highest and lowest quintiles of material deprivation, residential instability and dependency. CONCLUSIONS Even within similar levels of marginalization, immigrants were less likely to achieve many quality indicators for diabetes care than non-immigrants. This finding suggests that the gap in quality of care between immigrants and non-immigrants is not simply due to differences in these social determinants of health, and highlights the intersecting impact of immigration and marginalization. However, the disparities were relatively small, so the greater issue is the overall low achievement of these quality indicators among all people with diabetes.
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Affiliation(s)
- Shadia Adekunte
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Yu Qing Bai
- ICES, Toronto, Ontario, Canada; Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Gillian L Booth
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada; ICES, Toronto, Ontario, Canada; Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada; Department of Medicine, St Michael's Hospital, Toronto, Ontario, Canada
| | - Ghazal Fazli
- Department of Geography, Geomatics and Environment, University of Toronto Mississauga, Mississauga, Ontario, Canada
| | - Calvin Ke
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada; ICES, Toronto, Ontario, Canada; Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada; Department of Medicine, University Health Network, Toronto, Ontario, Canada
| | - Lorraine L Lipscombe
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada; ICES, Toronto, Ontario, Canada; Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada; Department of Medicine, Women's College Hospital, Toronto, Ontario, Canada
| | - Sarah M Mah
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Laura C Rosella
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada; ICES, Toronto, Ontario, Canada; Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada; Institute for Better Health, Trillium Health Partners, Mississauga, Ontario, Canada
| | - Walter P Wodchis
- ICES, Toronto, Ontario, Canada; Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada; Institute for Better Health, Trillium Health Partners, Mississauga, Ontario, Canada
| | - Baiju R Shah
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada; ICES, Toronto, Ontario, Canada; Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada; Department of Medicine, Sunnybrook Health Sciences Centre, Ontario, Toronto, Canada.
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8
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Zhang K, Huang C, Li J, Mai P, Xu S, Huang F, He W, Zhang H, Liu Y, Feng W. Association of long-term insulin variability before the onset of diabetes with cardiovascular outcomes in later life: Findings from the coronary artery risk development in young adults (CARDIA) study. Am J Prev Cardiol 2025; 22:100952. [PMID: 40166419 PMCID: PMC11957604 DOI: 10.1016/j.ajpc.2025.100952] [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: 08/15/2024] [Revised: 02/16/2025] [Accepted: 02/22/2025] [Indexed: 04/02/2025] Open
Abstract
Background The important effects of variability of some physiological/biological characteristics (such as LDL cholesterol, blood pressure) on cardiovascular outcomes have been elucidated, while the role of insulin variability is undefined. Objectives To investigate the associations of long-term fasting insulin variability during young adulthood before the onset of diabetes with subsequent cardiovascular outcomes in middle age. Methods We included 3,983 CARDIA (Coronary Artery Risk Development Study in Young Adults) participants aged 18 to 30 years with at least three fasting insulin measurements. Intra-individual fasting insulin variability was defined by the average real variability (ARV) of insulin and standard deviation (SD) of insulin during 30-year follow-up. The presence and the degree of coronary artery calcification (CAC) were assessed by computed tomography at year 25. Incident cardiovascular disease (CVD) and all-cause mortality were adjudicated. Results After multivariable adjustment, comparing high versus low tertile of insulin ARV, the hazard of CVD increased by 65 % (HR, 1.65; 95 % CI, 1.13-2.39) and all-cause mortality by 97 % (HR, 1.97; 95 % CI, 1.38-2.82). Higher tertile of insulin ARV was associated with significantly worse degree of CAC (β =0.1; 95 % CI, 0.03-0.18) but not with the presence of CAC (P = 0.197). Similar results were also observed in insulin SD. Conclusion High long-term insulin variability in young adulthood before the onset of diabetes was associated with an increased risk of CVD and all-cause mortality in later life, independent of average FG, HOMA-IR and other established cardiovascular risk factors. Long-term insulin variability was associated with the degree but not the presence of CAC.
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Affiliation(s)
- Kun Zhang
- Department of Cardiology, The Seventh Affiliated Hospital of Sun Yat-Sen University, 628 Zhenyuan Road, Shenzhen 518107, China
| | - Chunlan Huang
- Department of Neurology, The Second Affiliated Hospital, University of South China, 30 Jiefang Road, Hengyang 421001, China
| | - Junping Li
- Department of Urology, Guangdong Second Provincial General Hospital, 466 Xingang Middle Road, Guangzhou 510120, China
| | - Peibiao Mai
- Department of Cardiology, Fuwai Hospital, Chinese Academy of Medical Sciences (Shenzhen Sun Yat-sen Cardiovascular Hospital), Shenzhen 518000, China
| | - Shuwan Xu
- Department of Cardiology, Peking University Third Hospital, 49 Huayuan North Road, Haidian District, Beijing 100191, China
| | - Feifei Huang
- Department of Cardiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, 107 Yanjiang Road, Guangzhou 510120, China
| | - Wanbing He
- Department of Cardiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, 107 Yanjiang Road, Guangzhou 510120, China
| | - Huanji Zhang
- Department of Cardiology, The Eighth Affiliated Hospital, Sun Yat-sen University, 3025 Shennan Middle Road, Shenzhen 518033, China
| | - Yang Liu
- Department of Cardiology, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang 421001, China
| | - Weijing Feng
- Department of Cardiology, State Key Laboratory of Organ Failure Research, Guangdong Provincial Key Lab of Cardiac Function and Microcirculation, Nanfang Hospital, The First School of Clinical Medicine, Southern Medical University, 1838 Guangzhou North Road, Guangzhou 510515, China
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Benny P, Yang Q, Wong BWX, Zhang C, Yong EL, Li LJ, Huang Z. Exploring the link between age at menarche, anthropometry and body fat composition with type II diabetes in a Singapore multi-ethnic cohort. BMC Med 2025; 23:306. [PMID: 40437483 PMCID: PMC12121228 DOI: 10.1186/s12916-025-04145-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2024] [Accepted: 05/16/2025] [Indexed: 06/01/2025] Open
Abstract
BACKGROUND Early menarche is associated with lifelong health implications, including heightened risks for obesity, type 2 diabetes (T2D), cardiovascular disease, and overall mortality. This study explored the associations that link early menarche, major adiposity indices, and T2D in a group of multi-ethnic Asian women. METHODS A prospective, hospital-based study was conducted in Singapore. Two thousand seven hundred fifteen women were recruited from 2014 to 2016 (45-69 years old) and 1201 women were followed up from 2021 to 2023. At baseline, age at menarche (AAM) was divided into sub-categories: < 12 (early AAM), 12-13, 14-15 (reference), > 15 years. Major adiposity indices and glycemic profiles were assessed, including fat mass index (FMI), visceral adipose tissue (VAT), and HOMA-IR (homeostatic model assessment for insulin resistance). At the 6.6-year follow-up, T2D was assessed. One-way ANOVA and chi-square were performed for continuous and categorical variables, respectively. Multivariable regression analysis was performed to determine the association between AAM and primary outcomes, including adiposity measurements (FMI, VAT) and metabolic assessments (HOMA-IR) at baseline. Modified Poisson regression was performed to assess relative risk (RR) between AAM and T2D at follow-up. Serial mediation analysis was performed to determine potential mediators underlying the link between AAM and T2D. All analyses accounted for major confounders including age, ethnicity, and education. RESULTS Women with early AAM had significantly greater values in adiposity assessments, including increments in FMI (10.9 vs 10.3, p < 0.001), VAT (134 vs 113 cm2, p = 0.05) and HOMA-IR (1.20 vs 1.03, p = 0.08) at baseline. Early AAM (< 12 vs. 14-15 years) was associated with a 60% increased risk of developing T2D (RR 1.60 (95%CI: 1.04, 2.45)). Serial mediation analysis suggested a significant pathway underlying early AAM and T2D, which was firstly mediated by FMI, followed by VAT and lastly by HOMA-IR (p < 0.05). CONCLUSIONS Our study provided valuable insight into the pathophysiology of T2D development amongst mid-life women with early AAM. The findings could potentially indicate strategies to target FMI and VAT among Asian women in the menopausal phase with early AAM, to prevent the development of T2D.
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Affiliation(s)
- Paula Benny
- Department of Obstetrics and Gynaecology, National University Health Systems, Singapore, Singapore
- NUS Bia-Echo Asia Centre of Reproductive Longevity and Equality, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Qian Yang
- Department of Obstetrics and Gynaecology, National University Health Systems, Singapore, Singapore
- NUS Bia-Echo Asia Centre of Reproductive Longevity and Equality, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Beverly Wen-Xin Wong
- Department of Obstetrics and Gynaecology, National University Health Systems, Singapore, Singapore
| | - Cuilin Zhang
- Department of Obstetrics and Gynaecology, National University Health Systems, Singapore, Singapore
- NUS Bia-Echo Asia Centre of Reproductive Longevity and Equality, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Global Centre for Asian Women's Health (GloW), Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Eu-Leong Yong
- Department of Obstetrics and Gynaecology, National University Health Systems, Singapore, Singapore.
| | - Ling-Jun Li
- Department of Obstetrics and Gynaecology, National University Health Systems, Singapore, Singapore.
- NUS Bia-Echo Asia Centre of Reproductive Longevity and Equality, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
- Global Centre for Asian Women's Health (GloW), Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
| | - Zhongwei Huang
- Department of Obstetrics and Gynaecology, National University Health Systems, Singapore, Singapore.
- NUS Bia-Echo Asia Centre of Reproductive Longevity and Equality, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
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10
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Hansen M, Grothen JER, Karlsen A, Martinez JM, Sidiropoulos N, Helge JW, Pedersen TÅ, Dela F. The skeletal muscle response to high-intensity training assessed by single-nucleus RNA-sequencing is blunted in individuals with type 2 diabetes. J Physiol 2025. [PMID: 40413649 DOI: 10.1113/jp288368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2024] [Accepted: 04/17/2025] [Indexed: 05/27/2025] Open
Abstract
Training can improve insulin sensitivity in individuals with type 2 diabetes, but a clear understanding of the mechanisms remains elusive. To further our knowledge in this area, we aimed to examine the effect of type 2 diabetes and of high-intensity interval training (HIIT) on the nuclear transcriptional response in skeletal muscle. We performed single-nucleus RNA-sequencing (snRNA-seq) and immunofluorescence analysis on muscle biopsies from the trained and the untrained legs of participants with and without type 2 diabetes, after 2 weeks of one-legged HIIT on a cycle ergometer. Surprisingly, the type 2 diabetes condition only seemed to have a minor effect on transcriptional activity in myonuclei related to major metabolic pathways when comparing the untrained legs. However, while in particular the type IIA myonuclei in the control group displayed a considerable metabolic response to HIIT, with increases in genes related to glycogen breakdown and glycolysis primarily in the type IIA myonuclei of the trained leg, this response was blunted in the diabetes group, despite a marked increase in glucose clearance in both groups. Additionally, we observed that fibre type distribution assessed by immunofluorescence significantly correlated with the proportion of myonuclei in the snRNA-seq analysis. In conclusion, the type 2 diabetes condition blunts the metabolic transcriptional response to HIIT in the type IIA myonuclei without affecting the improvement in insulin sensitivity. Additionally, our results indicate that snRNA-seq can be used as a surrogate marker for fibre type distribution in sedentary middle-aged adults. KEY POINTS: The study utilized single-nucleus RNA sequencing (snRNA-seq) to analyse 38 skeletal muscle biopsies, revealing distinct transcriptional profiles in myonuclei from individuals with and without type 2 diabetes (T2D) after 2 weeks of HIIT. snRNA-seq identified significant differences in gene expression, with 14 differentially expressed genes (DEGs) in type IIA myonuclei of the control group, specifically related to glycogen breakdown and glycolysis, which were blunted in the T2D group. In the control group, HIIT induced a substantial transcriptional response in type IIA myonuclei, enhancing metabolic pathways associated with insulin sensitivity, while the T2D group showed minimal transcriptional changes despite improved insulin sensitivity. The T2D group exhibited a blunted response in metabolic gene expression, indicating that the training effect on muscle adaptation was significantly impaired compared to healthy controls. Overall, the findings highlight the differential impact of HIIT on muscle metabolism, emphasizing the need for tailored exercise interventions for individuals with T2D.
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Affiliation(s)
- Maria Hansen
- Xlab, Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Julius E R Grothen
- Global Drug Discovery, Novo Nordisk A/S, Copenhagen, Denmark
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Anders Karlsen
- Xlab, Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Jaime M Martinez
- Computational Biology, AI & Digital Research, Novo Nordisk A/S, Copenhagen, Denmark
| | - Nikos Sidiropoulos
- Computational Biology, AI & Digital Research, Novo Nordisk A/S, Copenhagen, Denmark
| | - Jørn W Helge
- Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | | | - Flemming Dela
- Xlab, Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Laboratory of Sports and Nutrition Research, Riga Stradins University, Riga, Latvia
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11
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Moustafa B, Trifan G. The Role of Diabetes and SGLT2 Inhibitors in Cerebrovascular Diseases. Curr Neurol Neurosci Rep 2025; 25:37. [PMID: 40411658 DOI: 10.1007/s11910-025-01425-7] [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] [Accepted: 05/08/2025] [Indexed: 05/26/2025]
Abstract
PURPOSE OF REVIEW Diabetes is a well-established risk factor for stroke. Understanding the pathophysiology of this connection is crucial to implementing appropriate prevention strategies. Lately, there has been a paradigm shift in the care of individuals with diabetes toward the use of glucose-lowering medications with potential cardiovascular, cerebrovascular or cardiorenal benefits. The aim of this article is to provide a critical analysis of the role of diabetes in cerebrovascular disease and current evidence and recommendations for the use of glucose-lowering medication with particular focus on the sodium glucose cotransporter-2 inhibitor (SGLT2i) class. RECENT FINDINGS Intensive glycemic control in individuals with diabetes reduces the risk of microvascular complications, but there is less clear evidence for decreasing risk of macrovascular events (e.g., stroke). A multifaceted management of diabetes addressing healthy lifestyle practices, glycemic control, and optimization of other cardiovascular risk factors is highly recommended. SGLT2i are the latest class of antihyperglycemic agents available for diabetes management. Canagliflozin and empagliflozin are associated with reduction in major adverse cardiovascular events (MACE). Dapagliflozin did not reduce the rate of MACE but is associated with reduction in heart-failure related death and hospitalization and has the potential to decrease dementia risk. Ertugliflozin decreases rates of hospitalization related to heart failure however it was non-inferior to placebo in reducing MACE. There is increasing evidence that the use of SGLT2i may reduce the risk of stroke, particularly hemorrhagic stroke, in individuals with type 2 diabetes and a high risk of cardiovascular events, and that SGLT2i may also be beneficial for brain health by decreasing risk of cognitive decline and dementia. Antihyperglycemic therapy should be tailored to patients' circumstances. SGLT2i treatment should be considered in patients with type 2 diabetes and established or high-risk cardiovascular disease, heart failure, or chronic kidney disease, to reduce the overall cerebro-cardiovascular and renal risks.
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Affiliation(s)
- Bayan Moustafa
- Mayo Clinic College of Medicine and Science, 1221 Whipple St, Eau Claire, WI, 54703, USA.
| | - Gabriela Trifan
- College of Medicine, University of Illinois at Chicago, 912 S Wood St, Chicago, IL, 60612, USA
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12
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Vallée A. Menopause and arterial stiffness index: insights from the women's UK Biobank cohort. Maturitas 2025; 198:108608. [PMID: 40413990 DOI: 10.1016/j.maturitas.2025.108608] [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: 03/04/2025] [Revised: 05/20/2025] [Accepted: 05/21/2025] [Indexed: 05/27/2025]
Abstract
BACKGROUND Menopause is a significant physiological transition characterized by hormonal changes that can influence cardiovascular health. One key concern is increased arterial stiffness, a predictor of cardiovascular disease and adverse cardiovascular events. However, the independent association between menopause and arterial stiffness, beyond traditional cardiovascular risk factors, remains unclear. This study investigates the relationship between menopause and arterial stiffness index in the women's UK Biobank cohort. METHODS This cross-sectional study included 52,891 women from the UK Biobank with measurements of arterial stiffness index. Arterial stiffness index was assessed using a non-invasive photoplethysmographic method. Multiple linear and logistic regression models were used to examine the association between menopause status and arterial stiffness index (continuous and cutoff>10 m/s), adjusting for age, body mass index, antihypertensive medication use, income, education, dyslipidemia, alcohol consumption, chronic kidney disease, smoking, diabetes, heart rate, mean blood pressure, hormone therapy, and previous cardiovascular disease. RESULTS Postmenopausal women had significantly higher values of arterial stiffness index (9.10 ± 4.61 m/s) than premenopausal women (7.76 ± 2.72 m/s, p < 0.001). Menopause was independently associated with increased arterial stiffness index (B = 0.22, 95 % CI [0.16-0.28], p < 0.001) and a higher odds ratio for arterial stiffness index >10 m/s (OR = 1.41, 95 % CI [1.31-1.51], p < 0.001), after adjusting for confounders. CONCLUSION Menopause is significantly associated with increased arterial stiffness, independent of traditional cardiovascular risk factors. These findings highlight menopause as a critical period for cardiovascular health assessment and prevention strategies.
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Affiliation(s)
- Alexandre Vallée
- Department of Epidemiology and Public Health, Foch Hospital, 40 rue Worth, Suresnes 92150, France.
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13
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Więckiel-Lisowska K, Wojciechowska A, Wierucki Ł, Woch S, Flis K, Lange A, Rutkowski M, Zdrojewski T, Bandosz P. Excess prevalence of chronic diseases in elderly people with diabetes and non-diabetics in Poland. PLoS One 2025; 20:e0319242. [PMID: 40402935 PMCID: PMC12097559 DOI: 10.1371/journal.pone.0319242] [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] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Accepted: 01/29/2025] [Indexed: 05/24/2025] Open
Abstract
OBJECTIVE Diabetes increases the risk of several chronic conditions. However, their excessive prevalence among older adults with diabetes in Poland is unknown. METHODS The prevalence of chronic diseases was assessed in the nationally representative random sample of 5,987 Polish adults aged 60+ (Polsenior2 study, data collected between 2018 and 2020). Each participant's history of hospitalisation due to coronary heart disease (CHD), stroke, and cancer was assessed. Diagnosis of arterial hypertension (AH), cognitive impairment (CI), and chronic kidney disease (CKD) was established based on the questionnaire, blood pressure measurements, Mini-Mental State Examination, and laboratory tests. Diabetes was diagnosed if the participant reported being diagnosed with the disease or their measured HbA1c was ≥ 48 mmol/mol (≥6.5%). Age- and sex-adjusted prevalence ratios of chronic conditions for participants with diabetes versus those without diabetes were calculated using Poisson regression. RESULTS In the multivariate model, the prevalence ratio for CHD history was 1.98 (95%CI: 1.66-2.37), for CKD: 1.90 (95%CI: 1.66-2.18), for stroke: 1.47 (95%CI: 1.15-1.88), for AH: 1.22 (95%CI: 1.17-1.27). Cancer and cognitive impairment prevalence did not differ between people with and without diabetes. The mean number of chronic diseases was 52% higher in participants with diabetes vs nondiabetic subjects at age 60-69 (1.72 (95%CI: 1.60-1.84) vs. 1.13 (95%CI: 1.07-1.18), respectively). However, this value was only 10% higher in subjects aged 90+ (2.74 (95%CI: 2.45-3.04) vs. 2.49 (95%CI: 2.37-2.62), respectively). CONCLUSIONS Elderly Polish citizens with diabetes suffer more often from coronary heart disease, stroke, chronic kidney disease, and arterial hypertension. The study emphasises that the excess prevalence of chronic diseases among people with diabetes is high in the youngest-old population but diminishes in the oldest-old people.
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Affiliation(s)
| | - Agata Wojciechowska
- Department of Preventive Medicine and Education, Medical University of Gdansk, Gdansk, Poland
| | - Łukasz Wierucki
- Department of Preventive Medicine and Education, Medical University of Gdansk, Gdansk, Poland
| | - Sonia Woch
- Department of Preventive Medicine and Education, Medical University of Gdansk, Gdansk, Poland
| | - Krzysztof Flis
- Department of Preventive Medicine and Education, Medical University of Gdansk, Gdansk, Poland
| | - Adrian Lange
- Department of Preventive Medicine and Education, Medical University of Gdansk, Gdansk, Poland
| | - Marcin Rutkowski
- Department of Preventive Medicine and Education, Medical University of Gdansk, Gdansk, Poland
| | - Tomasz Zdrojewski
- Department of Preventive Medicine and Education, Medical University of Gdansk, Gdansk, Poland
| | - Piotr Bandosz
- Department of Preventive Medicine and Education, Medical University of Gdansk, Gdansk, Poland
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14
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Scilletta S, Di Marco M, Miano N, Capuccio S, Musmeci M, Bosco G, Di Giacomo Barbagallo F, Martedì M, La Rocca F, Vitale A, Scicali R, Piro S, Di Pino A. Cardiovascular risk profile in subjects with diabetes: Is SCORE2-Diabetes reliable? Cardiovasc Diabetol 2025; 24:222. [PMID: 40399956 PMCID: PMC12096474 DOI: 10.1186/s12933-025-02769-7] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2025] [Accepted: 05/02/2025] [Indexed: 05/23/2025] Open
Abstract
BACKGROUND People living with type 2 diabetes (T2D) are at a two- to four-fold higher risk of developing cardiovascular disease (CVD) compared with those without T2D, making early assessment of their CV risk essential. European Society of Cardiology (ESC) has developed a new model to estimate 10-year CV risk in people with T2D aged ≥ 40 years: SCORE2-Diabetes. Despite its advantages, several aspects remain to be clarified. This study evaluated the association between CV risk stratified by SCORE2-Diabetes and early CV damage assessed through arterial stiffness, intima-media thickness (IMT), and carotid atherosclerosis. Additionally, it examined the agreement between risk stratification by SCORE2 and SCORE2-Diabetes and their concordance with vascular damage. METHODS Pulse wave velocity (PWV), IMT, and carotid atherosclerosis were assessed in 179 individuals with T2D aged 40-69 years, categorized into SCORE2-Diabetes risk groups: Low (n = 20), Moderate (n = 29), High (n = 44), and very high (n = 37). Patients with a history of atherosclerotic cardiovascular disease (ASCVD) or severe target organ damage (TOD) constituted another group (ASCVD/TOD, n = 49). RESULTS PWV was significantly increased from Low to very high and ASCVD/TOD groups (7.2 ± 1.1, 8.7 ± 1.9, 9.8 ± 2.3, 12.8 ± 5.1 and 11.5 ± 3.8 m/s, respectively). Similarly, IMT showed a stepwise increase with risk class (0.68 ± 0.11, 0.78 ± 0.13, 0.83 ± 0.12, 0.86 ± 0.19 and 0.87 ± 0.15 mm, respectively). Patients in very high or ASCVD/TOD group showed a higher prevalence of carotid atherosclerosis than other groups (0%, 17.24%, 11.40%, 37.83% and 40.81%, respectively). No significant differences were found between the very high and ASCVD/TOD groups in any parameter. The correlation between PWV values and increasing CV risk was stronger for SCORE2-Diabetes than for SCORE2. ROC curve analysis showed SCORE2-Diabetes had superior predictive performance for carotid atherosclerosis and high PWV compared to SCORE2 (p = 0.048). CONCLUSIONS Higher PWV, IMT, and carotid atherosclerosis prevalence were associated with increasing CV risk stratified by SCORE2-Diabetes, with no significant differences between the very high and ASCVD/TOD groups. SCORE2-Diabetes demonstrated a better identification of preclinical vascular damage compared to SCORE2, supporting its use as a reliable tool for identifying vascular damage in T2D patients without ASCVD or TOD.
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Affiliation(s)
- Sabrina Scilletta
- Department of Clinical and Experimental Medicine, Internal Medicine, Garibaldi Hospital, University of Catania, Via Palermo, 636, 95122, Catania, Italy
| | - Maurizio Di Marco
- Department of Clinical and Experimental Medicine, Internal Medicine, Garibaldi Hospital, University of Catania, Via Palermo, 636, 95122, Catania, Italy
| | - Nicoletta Miano
- Department of Clinical and Experimental Medicine, Internal Medicine, Garibaldi Hospital, University of Catania, Via Palermo, 636, 95122, Catania, Italy
| | - Stefania Capuccio
- Department of Clinical and Experimental Medicine, Internal Medicine, Garibaldi Hospital, University of Catania, Via Palermo, 636, 95122, Catania, Italy
| | - Marco Musmeci
- Department of Clinical and Experimental Medicine, Internal Medicine, Garibaldi Hospital, University of Catania, Via Palermo, 636, 95122, Catania, Italy
| | - Giosiana Bosco
- Department of Clinical and Experimental Medicine, Internal Medicine, Garibaldi Hospital, University of Catania, Via Palermo, 636, 95122, Catania, Italy
- Department of Medicine and Surgery, "Kore" University of Enna, Enna, Italy
| | - Francesco Di Giacomo Barbagallo
- Department of Clinical and Experimental Medicine, Internal Medicine, Garibaldi Hospital, University of Catania, Via Palermo, 636, 95122, Catania, Italy
- Department of Medicine and Surgery, "Kore" University of Enna, Enna, Italy
| | - Marina Martedì
- Department of Clinical and Experimental Medicine, Internal Medicine, Garibaldi Hospital, University of Catania, Via Palermo, 636, 95122, Catania, Italy
| | - Francesca La Rocca
- Department of Clinical and Experimental Medicine, Internal Medicine, Garibaldi Hospital, University of Catania, Via Palermo, 636, 95122, Catania, Italy
| | - Alessio Vitale
- Department of Clinical and Experimental Medicine, Internal Medicine, Garibaldi Hospital, University of Catania, Via Palermo, 636, 95122, Catania, Italy
| | - Roberto Scicali
- Department of Clinical and Experimental Medicine, Internal Medicine, Garibaldi Hospital, University of Catania, Via Palermo, 636, 95122, Catania, Italy
| | - Salvatore Piro
- Department of Clinical and Experimental Medicine, Internal Medicine, Garibaldi Hospital, University of Catania, Via Palermo, 636, 95122, Catania, Italy
| | - Antonino Di Pino
- Department of Clinical and Experimental Medicine, Internal Medicine, Garibaldi Hospital, University of Catania, Via Palermo, 636, 95122, Catania, Italy.
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Papanas N, Tsimihodimos V, Katsiki N, Doupis J, Pagkalos E, Nikas N, Papakonstantopoulos N, Karpouzos G, Tentolouris N. Prevalence of cardiovascular and renal comorbidities among patients with type 2 diabetes routinely treated in the primary care setting in Greece: An epidemiological study (the RECARDIA study). J Diabetes Complications 2025; 39:109087. [PMID: 40412093 DOI: 10.1016/j.jdiacomp.2025.109087] [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: 10/30/2024] [Revised: 04/16/2025] [Accepted: 05/20/2025] [Indexed: 05/27/2025]
Abstract
AIMS This study aimed to generate real-world data on the prevalence of cardiovascular disease (CVD), including atherosclerotic CVD (ASCVD) and heart failure (HF), as well as chronic kidney disease (CKD) in patients with type 2 diabetes mellitus (T2DM) routinely treated in Greece. METHODS This was a non-interventional, epidemiological, multicentre, cross-sectional and retrospective chart review study of T2DM patients attending a routine clinical visit at 198 outpatient primary care settings across Greece from November 2020 to February 2022. RESULTS Among 2000 enrolled T2DM outpatients, the prevalence of ASCVD was 20.40 % (95 % confidence interval [CI]: 18.67 %-22.25 %), of HF 8.03 % (95 % CI: 6.67 %-9.63 %), and of CKD 49.55 % (95 % CI: 47.36 %-51.74 %). Hypertension was correlated with increased risk of ASCVD, HF or CKD, dyslipidaemia with ASCVD and CKD, obesity solely with HF, and smoking with ASCVD. Patients over 65 years were at higher risk of ASCVD, HF or CKD, whereas those with T2DM for ≥10 years had a higher risk of ASCVD or HF. Finally, males were more likely to have ASCVD CONCLUSIONS: The present study confirms the high prevalence of CVD and CKD among Greek T2DM patients managed in primary care, that potentially qualify for new antidiabetic treatments with cardiovascular or renal benefits.
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Affiliation(s)
- Nikolaos Papanas
- Diabetes Centre, Second Department of Internal Medicine, Democritus University of Thrace, University Hospital of Alexandroupolis, Alexandroupolis, Greece.
| | - Vasileios Tsimihodimos
- Department of Internal Medicine, School of Health Sciences, Department of Medicine, University of Ioannina, Ioannina, Greece
| | - Niki Katsiki
- School of Medicine, European University Cyprus, Nicosia, Cyprus; Department of Nutritional Sciences and Dietetics, International Hellenic University, Thessaloniki, Greece
| | - John Doupis
- Iatriko Palaiou Falirou Medical Center, Athens, Greece
| | - Emmanouil Pagkalos
- Head of the internal medicine department private hospital "Thermi" Thessaloniki, Greece
| | - Nikos Nikas
- Boehringer Ingelheim Hellas Single Member S.A., 340, A. Syngrou Ave., 17673 Kallithea, Athens, Greece
| | - Nikos Papakonstantopoulos
- Boehringer Ingelheim Hellas Single Member S.A., 340, A. Syngrou Ave., 17673 Kallithea, Athens, Greece
| | - George Karpouzos
- Boehringer Ingelheim Hellas Single Member S.A., 340, A. Syngrou Ave., 17673 Kallithea, Athens, Greece
| | - Nikolaos Tentolouris
- First Department of Propaedeutic and Internal Medicine, Medical School, National and Kapodistrian University of Athens, Laiko General Hospital, Athens, Greece
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Addis Z, Berhie AY, Abate TW, Belay BM, Wale H, Tega A, Alene T. Comorbid cardiovascular diseases and predictors among adults with type 2 diabetes in Bahir Dar city, Ethiopia: a multicentre hospital-based cross-sectional study. BMJ Open 2025; 15:e086054. [PMID: 40398945 PMCID: PMC12097032 DOI: 10.1136/bmjopen-2024-086054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 03/28/2025] [Indexed: 05/23/2025] Open
Abstract
OBJECTIVE The burden of comorbid cardiovascular disease (CVD) and its preventable factors in type 2 diabetes is not well acknowledged in Ethiopia. Therefore, this study aimed to identify the magnitude of comorbidity of CVD and predictors among individuals with type 2 diabetes. DESIGN A multicentre hospital-based cross-sectional study. SETTING Bahir Dar city Administration Public Hospitals, Ethiopia. METHODS Data on comorbid CVDs among individuals with type 2 diabetes were collected through patient chart reviews. To identify predictors of CVDs in type 2 diabetes, information on lifestyle and psychosocial characteristics, medication and dietary adherence, and disease management status was collected using standardised questionnaires. Statistical analyses were performed using SPSS V.26. The level of statistical significance was set at p<0.05, with ORs and 95% CIs. RESULTS The participants' mean age (±SD) was 51.5±10.9 years. The overall prevalence of comorbid CVDs among type 2 diabetes was 27.9% (95% CI 23.6% to 32.3%). Factors that statistically predicted the occurrence of comorbid CVDs in type 2 diabetes were: age >60 years (adjusted ORs (AORs)=2.6, 95% CI 1.1 to 6.6), non-adherence to diabetes-friendly diet (AOR=4.0, 95% CI 1.9 to 8.2), low medication adherence (AOR=2.8, 95% CI 1.5 to 5.3), being overweight (AOR=5.3, 95% CI 2.9 to 9.8), and diabetes duration >10 years (AOR=3.7, 95% CI 1.7 to 8.1). CONCLUSION Comorbid cardiovascular disease is a significant issue among type 2 diabetic patients. Its prevalence is higher in patients over 60 years of age, with modifiable factors identified as key contributors. Appropriate interventions are recommended, including educating type 2 diabetic patients on dietary regimens, medication adherence, weight management, and the benefits of timely healthcare for effective disease management.
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Affiliation(s)
- Zemenu Addis
- Department of Clinical Nursing, Hosanna College of Health Science, Hosanna, Ethiopia
| | - Alemeshet Yirga Berhie
- Department of Adult Health Nursing, College of Medicine and Health Sciences, School of Health, Bahir Dar University, Bahirdar, Ethiopia
| | - Teshager Woldegiyorgis Abate
- Department of Adult Health Nursing, College of Medicine & Health Sciences, School of Health, Bahir Dar University, Ethiopia; Faculty of Nursing, University of Alberta, Alberta, Canada, Canada
| | - Bekalu Mekonen Belay
- Department of Clinical Nursing, College of Medicine and Health Sciences, Debre Tabor University, Debre Tabor, Ethiopia
| | - Habtam Wale
- Department of Clinical Nursing, Hosanna College of Health Science, Hosanna, Ethiopia
| | - Ayenew Tega
- Department of Midwifery, Hosanna Health Science College, Hossana, Ethiopia
| | - Tamiru Alene
- Department of Pediatrics and Child Health Nursing, College of Medicine and Health Science, Injibara University, Injibara, Ethiopia
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Lin CC, Li CI, Liu CS, Lin CH, Yang SY, Li TC. Visit-to-visit glucose variability is associated with echocardiographic variables in people with type 2 diabetes: epidemiological and mendelian randomization approaches. Diabetol Metab Syndr 2025; 17:163. [PMID: 40394642 PMCID: PMC12090491 DOI: 10.1186/s13098-025-01728-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2025] [Accepted: 05/06/2025] [Indexed: 05/22/2025] Open
Abstract
BACKGROUND This study aimed to examine the associations between visit-to-visit variability in fasting plasma glucose (FPG) and HbA1c with echocardiographic variables in patients with type 2 diabetes using epidemiologic and Mendelian randomization (MR) methods. METHODS From January 2001 to December 2020, 2,326 (1,233 men and 1,093 women) subjects with type 2 diabetes who underwent echocardiography assessment were enrolled in the diabetes care management program of a medical center in Taiwan. The echocardiographic variables included those for cardiac structural, cardiac systolic, and diastolic function. Variability in FPG and HbA1c within one-year prior echocardiographic measurements was calculated using coefficient of variation (CV). A two-stage multivariable regression analysis was used to assess the causal relationship among FPG-CV, HbA1c-CV, and echocardiographic variables using 22 SNPs for FPG and 14 SNPs for HbA1c as instrumental variables. RESULTS A total of 2,326 participants were included, with a mean age of 64.5 years and 53.0% were men. Epidemiologic and MR analyses show the significant associations between left atrium diameter (LAD), left ventricular systolic diameter (LVSd), left ventricular mass (LVM), left ventricular ejection fraction (LVEF), E, and E/e' ratio with FPG variability. Significant associations between HbA1c variability and echocardiographic variables including LAD, E/e', and deceleration time identified in the epidemiologic approach became non-significant in the MR analysis when controlling for covariates. CONCLUSIONS Our epidemiologic and MR studies demonstrated that visit-to-visit variability of FPG in patients with type 2 diabetes was independently associated with the left cardiac structure as well as systolic and diastolic function.
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Affiliation(s)
- Cheng-Chieh Lin
- School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan
- Department of Family Medicine, China Medical University Hospital, Taichung, Taiwan
- Department of Medical Research, China Medical University Hospital, Taichung, Taiwan
| | - Chia-Ing Li
- School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan
- Department of Medical Research, China Medical University Hospital, Taichung, Taiwan
| | - Chiu-Shong Liu
- School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan
- Department of Family Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Chih-Hsueh Lin
- School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan
- Department of Family Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Shing-Yu Yang
- Department of Public Health, College of Public Health, China Medical University, No. 100, Sec. 1, Jingmao Rd., Beitun Dist, Taichung City, 406040, Taiwan
| | - Tsai-Chung Li
- Department of Public Health, College of Public Health, China Medical University, No. 100, Sec. 1, Jingmao Rd., Beitun Dist, Taichung City, 406040, Taiwan.
- Department of Audiology and Speech-Language Pathology, College of Medical and Health Sciences, Asia University, Taichung, Taiwan.
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Sadeghi M, Shokrani Foroushani R, Sabouri E, Talaei M, Sarrafzadegan N, Oveisgharan S, Sheikhbahaei E, Roohafza H. Incidence of Cardiovascular Events in Hypertensive Patients Based on the Quantity of Major Risk Factors According to the Isfahan Cohort Study. Int J Hypertens 2025; 2025:3743691. [PMID: 40433464 PMCID: PMC12116197 DOI: 10.1155/ijhy/3743691] [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: 03/22/2024] [Revised: 09/26/2024] [Accepted: 03/18/2025] [Indexed: 05/29/2025] Open
Abstract
Introduction: Hypertension is the most prominent established risk factor for adverse cardiovascular outcomes. The influence of hypertension in combination with other major cardiovascular disease risk factors (CVD-RFs) on mortality and cardiovascular events has not been fully comprehended yet due to their overlapping and interconnected nature. This study was conducted to evaluate the impact of CVD-RFs quantity on the occurrence of cardiovascular events, CVD-related mortality, and all-cause mortality rates in hypertensive patients. Design and Method: In a secondary analysis of the Isfahan Cohort Study, demographic information, anthropometric measures, and laboratory results of participants were extracted. During the 15 years of follow-up, all-cause mortality, CVD-related mortality, and the occurrence of nonfatal cardiovascular events were assessed by separate panels of experts. Data analysis was performed using Cox proportional hazard models to estimate adjusted hazard ratios (HRs) among normotensive and hypertensive individuals in two subgroups of 3 CVD-RFs and≥ 3 CVD-RFs. Results: Among 5432 eligible participants, hypertensive patients (n = 1509) had 1.3, 2, and 1.4 times higher HRs for all-cause mortality, CVD-related mortality, and nonfatal cardiovascular events, respectively. Compared to the normotensives, HRs for the mentioned outcomes were 1.2, 1.7, and 1.3 for hypertensive participants with < 3 CVD-RFs and 1.7, 3.4, and 2.3 for hypertensive participants with≥ 3 CVD-RFs. These rises were shown to be highly significant (p = 0.003, p = 0.001) for CVD-related mortality and nonfatal cardiovascular events in hypertensives with ≥ 3 CVD-RFs compared with hypertensives with < 3 CVD-RFs. Conclusions: Hypertension alone or combined with other CVD-RFs increases the chance of all-cause mortality, CVD-related mortality, and nonfatal cardiovascular events. Rises in the quantity of other CVD-RFs (specifically to≥ 3) result in highly significant increases in fatal and nonfatal cardiovascular events. Therefore, to reduce mortality and cardiovascular events, hypertensive patients should be thoroughly evaluated for coexisting CVD-RFs, aiming to limit the synergistic effects of multiple CVD-RFs by properly managing modifiable RFs.
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Affiliation(s)
- Masoumeh Sadeghi
- Cardiac Rehabilitation Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Reza Shokrani Foroushani
- Interventional Cardiology Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Erfan Sabouri
- Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mohammad Talaei
- Center for Primary Care and Public Health, Blizard Institute, Barts and the London School of Medicine, Queen Mary University of London, London, UK
| | - Nizal Sarrafzadegan
- Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Shahram Oveisgharan
- Rush Alzheimer's Disease Research Center, Rush University Medical Center, Chicago, Illinois, USA
| | - Erfan Sheikhbahaei
- Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Hamidreza Roohafza
- Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
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19
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Kim S, Subramanian S. Approach to Lipid Management in the Patient With Diabetes. J Clin Endocrinol Metab 2025; 110:1740-1755. [PMID: 39797609 DOI: 10.1210/clinem/dgaf018] [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: 09/01/2024] [Revised: 12/13/2024] [Accepted: 01/09/2025] [Indexed: 01/13/2025]
Abstract
Diabetes is associated with increased atherosclerotic cardiovascular disease (ASCVD) risk, a leading cause of morbidity and mortality. Disordered lipid metabolism is a major contributor to ASCVD risk in diabetes. Dyslipidemia in type 2 diabetes is characterized by hypertriglyceridemia, low high-density lipoprotein cholesterol and the presence of small, dense low-density lipoprotein particles. Statins have demonstrated longstanding benefit for reducing ASCVD risk in individuals with diabetes. Newer agents for add-on therapies to statins are now available for additional cardiovascular risk reduction. In this clinical overview, we review the pathogenesis of dyslipidemia in both type 1 and 2 diabetes and provide an update on the management of lipids in the individual with diabetes. We discuss the importance of appropriate risk stratification and individualized treatment selection and the need to avoid therapy inertia to mitigate cardiovascular risk. We also address lipid-related effects of glycemic-lowering therapies.
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Affiliation(s)
- Stephanie Kim
- Assistant Professor of Clinical Practice Division of Metabolism, Endocrinology and Nutrition, University of Washington, Seattle, WA 98109, USA
| | - Savitha Subramanian
- Professor of Medicine Division of Metabolism, Endocrinology and Nutrition, University of Washington, Seattle, WA 98109, USA
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20
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Alfaraj SA, Kist JM, Groenwold RHH, Spruit M, Mook-Kanamori D, Vos RC. External validation of SCORE2-Diabetes in The Netherlands across various socioeconomic levels in native-Dutch and non-Dutch populations. Eur J Prev Cardiol 2025; 32:555-563. [PMID: 39485827 DOI: 10.1093/eurjpc/zwae354] [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: 06/26/2024] [Revised: 07/15/2024] [Accepted: 10/17/2024] [Indexed: 11/03/2024]
Abstract
AIMS Adults with type 2 diabetes have an increased risk of cardiovascular events (CVEs), the world's leading cause of mortality. The SCORE2-Diabetes model is a tool designed to estimate the 10-year risk of CVE specifically in individuals with type 2 diabetes. However, the performance of such models may vary across different demographic and socioeconomic groups, necessitating validation and assessment in diverse populations. This study aims to externally validate SCORE2-Diabetes and assess its performance across various socioeconomic and migration origins in The Netherlands. METHODS AND RESULTS We selected adults with type 2 diabetes, aged 40-79 years and without previous CVE from the Extramural LUMC Academic Network (ELAN) primary care data cohort from 2007 to 2023. ELAN data were linked with Statistics Netherlands registry data to obtain information about the country of origin and socioeconomic status (SES). Cardiovascular event was defined as myocardial infarction, stroke, or CV mortality. Non-CV mortality was considered a competing event. Analyses were stratified by sex, Dutch vs. other non-Dutch countries of origin, and quintiles of SES. Of the 26 544 included adults with type 2 diabetes, 2518 developed CVE. SCORE2-Diabetes showed strong predictive accuracy for CVE in the Dutch population [observed-to-expected ratio (OE) = 1.000, 95% CI = 0.990-1.008 for men, and OE = 1.050, 95% CI = 1.042-1.057 for women]. For non-Dutch individuals, the model underestimated CVE risk (OE = 1.121, 95% CI = 1.108-1.131 for men, and OE = 1.100, 95% CI = 1.092-1.111 for women). The model also underestimated the CVE risk (OE > 1) in low SES groups and overestimated the risk (OE < 1) in high SES groups. Discrimination was moderate across subgroups with c-indices between 0.6 and 0.7. CONCLUSION SCORE2-Diabetes accurately predicted the risk of CVE in the Dutch population. However, it underpredicted the risk of CVE in the low SES groups and non-Dutch origins, while overpredicting the risk in high SES men and women. Additional clinical judgment must be considered when using SCORE2-Diabetes for different SES and countries of origin. LAY SUMMARY A new study validates the SCORE2-Diabetes model for predicting a 10-year risk of cardiovascular events in type 2 diabetes. Strong accuracy for the Dutch population, but underestimation of the risk for low SES and non-Dutch groups. SCORE2-Diabetes should be used with extra caution across diverse subgroups.
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Affiliation(s)
- Sukainah A Alfaraj
- Department of Public Health and Primary Care/Health Campus the Hague, Leiden University Medical Center (LUMC), Leiden, The Netherlands
| | - Janet M Kist
- Department of Public Health and Primary Care/Health Campus the Hague, Leiden University Medical Center (LUMC), Leiden, The Netherlands
| | | | - Marco Spruit
- Department of Public Health and Primary Care/Health Campus the Hague, Leiden University Medical Center (LUMC), Leiden, The Netherlands
- Leiden Institute of Advanced Computer Science (LIACS), Leiden University, Leiden, The Netherlands
| | - Dennis Mook-Kanamori
- Department of Public Health and Primary Care/Health Campus the Hague, Leiden University Medical Center (LUMC), Leiden, The Netherlands
- Department of Clinical Epidemiology, LUMC, Leiden, The Netherlands
| | - Rimke C Vos
- Department of Public Health and Primary Care/Health Campus the Hague, Leiden University Medical Center (LUMC), Leiden, The Netherlands
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21
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Hu Y, Zhou J, Gao Y, Fan Y, Chen B, Su J, Li H. Multifunctional nanocomposite hydrogels: an effective approach to promote diabetic wound healing. Biomed Mater 2025; 20:032006. [PMID: 40273939 DOI: 10.1088/1748-605x/add06f] [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: 11/06/2024] [Accepted: 04/24/2025] [Indexed: 04/26/2025]
Abstract
Diabetes, a metabolic disease that is becoming increasingly severe globally, presents a significant challenge in the medical field. Diabetic wounds are characterized by their chronicity, difficulty healing, and complex microenvironment that harbors multiple adverse factors, including elevated hyperglycemia, persistent inflammation, susceptibility to infections, and oxidative stress, all of which contribute to the impaired healing process. Nanocomposite hydrogels, as materials with unique physicochemical properties and biocompatibility, have gained growing attention in recent years for their potential applications in diabetic wound healing. These hydrogels provide a moist healing environment for wounds and regulate cellular behavior and signaling pathways, promoting wound repair and healing. By introducing specific functional groups and nanoparticles, nanocomposite hydrogels can respond to pathological features of wounds, enabling adaptive drug release. Owing to their diverse bioactive functions, nanocomposite hydrogels are powerful tools for the treatment of diabetic wounds. Thus, this article provides an overview of recent progress in the use of nanocomposite hydrogels for diabetic wound healing.
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Affiliation(s)
- Yuchen Hu
- National '111' Centre for Cellular Regulation and Molecular Pharmaceutics, Key Laboratory of Fermentation Engineering (Ministry of Education), Cooperative Innovation Centre of Industrial Fermentation (Ministry of Education & Hubei Province), School of Life and Health Sciences, Hubei University of Technology, Wuhan 430068, People's Republic of China
| | - Junchao Zhou
- National '111' Centre for Cellular Regulation and Molecular Pharmaceutics, Key Laboratory of Fermentation Engineering (Ministry of Education), Cooperative Innovation Centre of Industrial Fermentation (Ministry of Education & Hubei Province), School of Life and Health Sciences, Hubei University of Technology, Wuhan 430068, People's Republic of China
| | - Yuhang Gao
- National '111' Centre for Cellular Regulation and Molecular Pharmaceutics, Key Laboratory of Fermentation Engineering (Ministry of Education), Cooperative Innovation Centre of Industrial Fermentation (Ministry of Education & Hubei Province), School of Life and Health Sciences, Hubei University of Technology, Wuhan 430068, People's Republic of China
| | - Ying Fan
- Chongqing University Jiangjin Hospital, Chongqing 402260, People's Republic of China
| | - Ban Chen
- National '111' Centre for Cellular Regulation and Molecular Pharmaceutics, Key Laboratory of Fermentation Engineering (Ministry of Education), Cooperative Innovation Centre of Industrial Fermentation (Ministry of Education & Hubei Province), School of Life and Health Sciences, Hubei University of Technology, Wuhan 430068, People's Republic of China
| | - Jiangtao Su
- National '111' Centre for Cellular Regulation and Molecular Pharmaceutics, Key Laboratory of Fermentation Engineering (Ministry of Education), Cooperative Innovation Centre of Industrial Fermentation (Ministry of Education & Hubei Province), School of Life and Health Sciences, Hubei University of Technology, Wuhan 430068, People's Republic of China
| | - Hong Li
- School of Pharmacy, Guangxi Medical University, Nanning 530021, People's Republic of China
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22
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Cahill LE, Warren RA, Lavallée SK, Levy AP, Carew AS, Sapp J, Samuel M, Selvin E, Poulter N, Marre M, Harrap S, Mancia G, Harris K, Chalmers J, Woodward M, Rimm E. Relationship between time-varying achieved HbA 1c and risk of coronary artery disease events among common haptoglobin phenotype groups with type 2 diabetes: the ADVANCE study. BMJ Open Diabetes Res Care 2025; 13:e004713. [PMID: 40328645 PMCID: PMC12056637 DOI: 10.1136/bmjdrc-2024-004713] [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: 10/29/2024] [Accepted: 04/20/2025] [Indexed: 05/08/2025] Open
Abstract
INTRODUCTION This study sought to determine whether the association between attaining specific glycated hemoglobin (HbA1c) targets (<7.0% (<53 mmol/mol) and ≥8.0% (≥64 mmol/mol) compared with 7.0%-7.9%) over time and risk of incident coronary artery disease (CAD) was dependent on haptoglobin (Hp) phenotype in the Action in Diabetes and Vascular Disease: Preterax and Diamicron Modified Release Controlled Evaluation (ADVANCE) study. RESEARCH DESIGN AND METHODS Prospectively collected HbA1c data from the ADVANCE biomarker case-cohort study, updated at 6 months and every 12 months thereafter over a median of 5.0 (IQR 4.5-5.3) years, were analyzed in relation to incident CAD in the Hp2-2 (n=1323) and non-Hp2-2 (n=2069) phenotypes separately using weighted multivariable-adjusted Cox regression models. Additional a priori stratifications by sex, race, previous cardiovascular disease (CVD), and type 2 diabetes duration were performed. RESULTS Mean HbA1c was similar in each phenotype group throughout the study. Compared with HbA1c of 7.0%-7.9%, HbA1c <7.0% was not associated with CAD risk for any phenotype group or subgroup. HbA1c ≥8.0% compared with 7.0%-7.9% over time was associated with higher CAD risk for the Hp2-2 phenotype only (HR 1.53, 95% CI 1.01 to 2.32; no significant association in the non-Hp2-2 type: 1.26, 0.89 to 1.77, p-interaction=0.71); this was pronounced when those with previous CVD at baseline were excluded (Hp2-2: 2.80, 1.41 to 5.53, p-interaction=0.03). Compared with HbA1c of <8.0%, having HbA1c ≥8.0% was associated with a 59% higher CAD risk among participants with the Hp2-2 phenotype (1.59, 1.12 to 2.26) and a 39% higher CAD risk among participants without the Hp2-2 phenotype (1.39, 1.03 to 1.88, p-interaction=0.97). CONCLUSIONS The present ADVANCE analysis suggests that not having HbA1c ≥8.0%, rather than achieving HbA1c <7.0%, was found to be particularly important for CAD prevention among people with type 2 diabetes and the common Hp2-2 phenotype. While the subgroup analyses were likely underpowered, their inclusion is hypothesis generating and can be used in future meta-analyses to improve power and generalizability.
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Affiliation(s)
- Leah E Cahill
- Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
- Nova Scotia Health, QEII Health Sciences Centre, Halifax, Nova Scotia, Canada
- Department of Community Health and Epidemiology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Rachel A Warren
- Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
- Nova Scotia Health, QEII Health Sciences Centre, Halifax, Nova Scotia, Canada
| | - Samantha K Lavallée
- Nova Scotia Health, QEII Health Sciences Centre, Halifax, Nova Scotia, Canada
- Department of Community Health and Epidemiology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Andrew P Levy
- Technion Israel Institute of Technology, Haifa, Nova Scotia, Israel
| | - Allie S Carew
- Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
- Nova Scotia Health, QEII Health Sciences Centre, Halifax, Nova Scotia, Canada
- Department of Community Health and Epidemiology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - John Sapp
- Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
- Nova Scotia Health, QEII Health Sciences Centre, Halifax, Nova Scotia, Canada
| | - Michelle Samuel
- Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
- Departments of Cardiology and Epidemiology, University of Groningen, Groningen, The Netherlands
| | - Elizabeth Selvin
- Department of Epidemiology, Johns Hopkins, Baltimore, Maryland, USA
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, Maryland, USA
| | - Neil Poulter
- NHLI, Faculty of Medicine, International Centre for Circulatory Health, Paddington, UK
- George Institute for Global Health, School of Public Health, Imperial College London, London, UK
| | - Michel Marre
- Clinique Ambroise Paré, Neuilly-sur-Seine, France
- Université Paris Cité, Paris, France
| | - Stephen Harrap
- Department of Physiology, University of Melbourne, Melbourne, Victoria, Australia
| | | | - Katie Harris
- George Brown Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia
| | - John Chalmers
- George Brown Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia
| | - Mark Woodward
- George Institute for Global Health, School of Public Health, Imperial College London, London, UK
- George Brown Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia
| | - Eric Rimm
- Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
- Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
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23
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Ravimoorthy R, Pottail L, Kotakonda M. Solar-assisted synthesis of silver nanoparticles from Amphilophium paniculatum (L.) Kunth: Unlocking multi-therapeutic potential for lung cancer, diabetes and drug resistant infections through In vitro studies and In silico antidiabetic evaluations. Microb Pathog 2025; 205:107647. [PMID: 40324603 DOI: 10.1016/j.micpath.2025.107647] [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: 11/26/2024] [Revised: 04/25/2025] [Accepted: 04/28/2025] [Indexed: 05/07/2025]
Abstract
This study contributes to develop and evaluate the biological applications of eco-friendly synthesized silver nanoparticles using Amphilophium paniculatum leaf ethanol extract via. solar irradiation method. The synthesized silver nanoparticles were characterized using UV, FTIR, FESEM and EDS. UV spectrum of silver nanoparticles showed the surface plasma resonance at 431 nm, which confirms the formation of silver nanoparticles. FTIR revealed the presence of functional groups in the extract which helps in the formation of silver nanoparticles. XRD pattern revealed the crystallite nature of nanoparticles. FESEM images showed spherical morphology with average size of 26-28 nm. Biological evaluations of silver nanoparticles exhibited higher antioxidant (IC50- 57.76 μg/mL) compared to extract (IC50- 100.09 μg/mL). The synthesized silver nanoparticles possess good antibacterial activities against clinical isolates such as Staphylococcus aureus (ZOI- 18 mm) and Klebsiella pneumonia (ZOI- 14 mm). Further, in vitro antidiabetic potential of silver nanoparticles revealed greater alpha amylase inhibition compared with standard drugs. The cytotoxic assessment on A549 cell lines revealed lower IC50 value (26.34 μg/mL) for silver nanoparticles, compared to extract (224 μg/mL), suggesting significant cytotoxicity. In silico screening of selected bioactive compounds from Amphilophium paniculatum evaluated for their physicochemical properties, toxicity and docking studies. Molecular docking studies revealed that (+)-lyoniresinol-3-alpha-O-beta-D-glucopyranoside and linarin exhibits better binding interactions with 2RIP-DPPIV receptor, suggesting a potent therapeutic agent for type 2 diabetes mellitus. Therefore, the synthesized silver nanoparticles act as multi therapeutic potential based novel drugs to combat multi-drug resistant pathogens, lung cancer, and diabetes mellitus.
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Affiliation(s)
- Rajalakshmi Ravimoorthy
- Research Scholar, Department of Chemistry, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore, 641043, India
| | - Lalitha Pottail
- Prof. C.N.R Rao Research Centre, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore, 641043, India.
| | - Muddukrishnaiah Kotakonda
- Department of Pharmaceutics, Jamia Salfiya Pharmacy College of Pharmacy, Pulikkal, Malappuram, Kerala, 673637, India
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24
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Iwasaki H, Yagyu H, Shimano H. A Comprehensive Analysis of Diabetic Complications and Advances in Management Strategies. J Atheroscler Thromb 2025; 32:550-559. [PMID: 39805627 PMCID: PMC12055507 DOI: 10.5551/jat.65551] [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: 11/26/2024] [Accepted: 12/11/2024] [Indexed: 01/16/2025] Open
Abstract
Diabetes mellitus, particularly type 2 diabetes mellitus (T2DM), is a pervasive chronic disease that affects millions of people worldwide. It predisposes individuals to a range of severe microvascular and macrovascular complications, which drastically impact the patient's quality of life and increase mortality rates owing to various comorbidities. This extensive review explores the intricate pathophysiology underlying diabetic complications, focusing on key mechanisms, such as atherosclerosis, insulin resistance, chronic inflammation, and endothelial dysfunction. It also highlights recent therapeutic advancements, including the introduction of SGLT2 inhibitors and GLP-1 receptor agonists, which provide benefits beyond glycemic control and offer cardiovascular and renal protection. Furthermore, the future position of SGLT2 inhibitors and GLP-1 receptor agonists in terms of the prevention of diabetes and macrovascular diseases will be discussed. Considering the differences in insulin secretion capacity between Western and Asian patients, including Japanese patients, we propose a treatment strategy for high-quality diabetes in Japan.
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Affiliation(s)
- Hitoshi Iwasaki
- Department of Endocrinology and Metabolism, Institute of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Hiroaki Yagyu
- Department of Endocrinology and Metabolism, Tsukuba University Hospital Mito Clinical Education and Training Center, Mito Kyodo General Hospital, Ibaraki, Japan
| | - Hitoshi Shimano
- Department of Endocrinology and Metabolism, Institute of Medicine, University of Tsukuba, Ibaraki, Japan
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25
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Banjarnahor RL, Javadi Arjmand E, Onni AT, Thomassen LM, Perillo M, Balakrishna R, Sletten ISK, Lorenzini A, Plastina P, Fadnes LT. Umbrella Review of Systematic Reviews and Meta-Analyses on Consumption of Different Food Groups and Risk of Type 2 Diabetes Mellitus and Metabolic Syndrome. J Nutr 2025; 155:1285-1297. [PMID: 40122387 PMCID: PMC12121416 DOI: 10.1016/j.tjnut.2025.03.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2025] [Revised: 03/10/2025] [Accepted: 03/18/2025] [Indexed: 03/25/2025] Open
Abstract
Type 2 diabetes is a major contributor to the burden of chronic diseases globally. Most cases of type 2 diabetes are preventable through healthy lifestyle modifications in diet and physical activity. This systematic umbrella review presents a comprehensive overview of the evidence about the associations between risk of type 2 diabetes and metabolic syndrome with 13 food groups, including refined and whole grains, fruits, vegetables, nuts, legumes, fish and fish products, eggs, dairy/milk, sugar-sweetened beverages, processed meat, and unprocessed red and white meat. We present these relationships in per-serving and with high-versus-low comparisons. After doing a systematic search in MEDLINE, Embase, Web of Science, and Epistemonikos (registered with PROSPERO: CRD42024547606), we screened 5074 references published until May 15, 2024, and included 67 articles. This included 46 meta-analyses on risk of type 2 diabetes with half a million participants, 17 meta-analyses on risk of metabolic syndrome, and 4 meta-analyses on risk of diabetes-related mortality. Based on quality assessments using AMSTAR-2, 25 of the 67 studies were classified as high-quality studies, 8 as moderate, 12 as low, and 22 as critically low quality. Our results showed that a high intake of whole grains was associated with a lower risk of type 2 diabetes (metaevidence: moderate) and metabolic syndrome (metaevidence: low), with a similar tendency also for a high intake of fruits and vegetables (metaevidence: moderate). In contrast, the high intakes of processed meat (metaevidence: high), red meat (metaevidence: moderate), and sugar-sweetened beverages (metaevidence: moderate) were associated with a higher risk of type 2 diabetes. For the other food groups, the associations were generally neutral and not statistically significant. The heterogeneity was high for most food groups except fruits, indicating potential differences within each of the food groups in association with type 2 diabetes.
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Affiliation(s)
- Rivana Lambani Banjarnahor
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway; Department of Pharmacy, Health and Nutrition Sciences, University of Calabria, Arcavacata di Rende, Italy
| | - Elaheh Javadi Arjmand
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway; Department of Addiction Medicine, Haukeland University Hospital, Bergen, Norway.
| | - Anindita Tasnim Onni
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway; Department of Addiction Medicine, Haukeland University Hospital, Bergen, Norway
| | - Lise M Thomassen
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway; Department of Addiction Medicine, Haukeland University Hospital, Bergen, Norway
| | - Matteo Perillo
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Rajiv Balakrishna
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
| | | | - Antonello Lorenzini
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy; Biostructures and Biosystems National Institute (INBB), Roma, Italy
| | - Pierluigi Plastina
- Department of Pharmacy, Health and Nutrition Sciences, University of Calabria, Arcavacata di Rende, Italy
| | - Lars T Fadnes
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway; Department of Addiction Medicine, Haukeland University Hospital, Bergen, Norway
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Primer KR, Tan JTM, Sandeman L, Nankivell VA, Stretton LG, Solly EL, Psaltis PJ, Bursill CA. Reconstituted High-Density Lipoproteins Rescue Diabetes-Impaired Endothelial Cell Metabolic Reprograming and Angiogenic Responses to Hypoxia. Arterioscler Thromb Vasc Biol 2025; 45:683-701. [PMID: 40109261 DOI: 10.1161/atvbaha.124.320110] [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: 08/16/2024] [Accepted: 03/04/2025] [Indexed: 03/22/2025]
Abstract
BACKGROUND Impaired angiogenic responses to ischemia underlie diabetic vascular complications. Reconstituted high-density lipoproteins (rHDLs) have proangiogenic effects in diabetes. The PDK4 (pyruvate dehydrogenase kinase 4)/PDC (pyruvate dehydrogenase complex) axis is an oxygen-conserving mechanism that preserves endothelial cell function in hypoxia. We aimed to determine the role of the PDK4/PDC axis in angiogenesis, the effect of diabetes on its regulation in response to ischemia, and the proangiogenic properties of rHDL. METHODS Expression of PDK4 and phosphorylated PDC (pPDC) were measured in PBS- or rHDL-treated wounds of nondiabetic and streptozotocin-induced diabetic mice and PBS- or rHDL-treated endothelial cells exposed to glucose and hypoxia. The importance of PDK4 in the action of rHDL was determined by siRNA knockdown in vitro and PDK4 inhibitor in vivo. Chromatin immunoprecipitation assay was performed to identify the mechanism for PDK4 induction by rHDL. RESULTS PDK4 and pPDC were elevated early (24 hours) post-induction of wound ischemia in nondiabetic wounds, which did not occur in diabetic mice. Topical rHDL rescued this impairment, enhancing PDK4 (68%; P=0.0041) and pPDC (165%; P=0.029) in diabetic wounds. Wound neovascularization (62%; P<0.05) and closure (154%; P<0.001) were increased in diabetic rHDL-treated wounds. In vitro, PDK4 and pPDC levels were increased with hypoxia (65%, P=0.043 and 64%, P=0.026, respectively). High glucose did not elicit a further stepwise induction in PDK4/pPDC, with aberrant increases in mitochondrial respiration (19%; P=0.026), and impaired angiogenic functions. Importantly, rHDL increased PDK4 and pPDC 2-fold, returning mitochondrial respiration and angiogenic functions to normal glucose levels. PDK4 inhibition ameliorated the proangiogenic effects of rHDL. rHDL increased FOXO1 (forkhead box O1) binding to the PDK4 promoter and suppressed FOXO1 phosphorylation, presenting FOXO1 as a mechanism for rHDL-mediated induction of PDK4. CONCLUSIONS The PDK4/PDC axis response to ischemia is impaired in diabetes and is important for the proangiogenic effects of rHDL.
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Affiliation(s)
- Khalia R Primer
- Adelaide Medical School, Faculty of Health and Medical Sciences, University of Adelaide, South Australia, Australia (K.R.P., J.T.M.T., V.A.N., L.G.S., E.L.S., P.J.P., C.A.B.)
- Vascular Research Centre, Lifelong Health Theme, South Australian Health and Medical Research Centre, Adelaide, Australia (K.R.P., J.T.M.T., L.S., V.A.N., L.G.S., E.L.S., P.J.P., C.A.B.)
- Centre of Excellence for Nanoscale Biophotonics, Adelaide, South Australia, Australia (K.R.P., V.A.N., C.A.B.)
| | - Joanne T M Tan
- Adelaide Medical School, Faculty of Health and Medical Sciences, University of Adelaide, South Australia, Australia (K.R.P., J.T.M.T., V.A.N., L.G.S., E.L.S., P.J.P., C.A.B.)
- Vascular Research Centre, Lifelong Health Theme, South Australian Health and Medical Research Centre, Adelaide, Australia (K.R.P., J.T.M.T., L.S., V.A.N., L.G.S., E.L.S., P.J.P., C.A.B.)
| | - Lauren Sandeman
- Vascular Research Centre, Lifelong Health Theme, South Australian Health and Medical Research Centre, Adelaide, Australia (K.R.P., J.T.M.T., L.S., V.A.N., L.G.S., E.L.S., P.J.P., C.A.B.)
| | - Victoria A Nankivell
- Adelaide Medical School, Faculty of Health and Medical Sciences, University of Adelaide, South Australia, Australia (K.R.P., J.T.M.T., V.A.N., L.G.S., E.L.S., P.J.P., C.A.B.)
- Vascular Research Centre, Lifelong Health Theme, South Australian Health and Medical Research Centre, Adelaide, Australia (K.R.P., J.T.M.T., L.S., V.A.N., L.G.S., E.L.S., P.J.P., C.A.B.)
- Centre of Excellence for Nanoscale Biophotonics, Adelaide, South Australia, Australia (K.R.P., V.A.N., C.A.B.)
| | - Liam G Stretton
- Adelaide Medical School, Faculty of Health and Medical Sciences, University of Adelaide, South Australia, Australia (K.R.P., J.T.M.T., V.A.N., L.G.S., E.L.S., P.J.P., C.A.B.)
- Vascular Research Centre, Lifelong Health Theme, South Australian Health and Medical Research Centre, Adelaide, Australia (K.R.P., J.T.M.T., L.S., V.A.N., L.G.S., E.L.S., P.J.P., C.A.B.)
| | - Emma L Solly
- Adelaide Medical School, Faculty of Health and Medical Sciences, University of Adelaide, South Australia, Australia (K.R.P., J.T.M.T., V.A.N., L.G.S., E.L.S., P.J.P., C.A.B.)
- Vascular Research Centre, Lifelong Health Theme, South Australian Health and Medical Research Centre, Adelaide, Australia (K.R.P., J.T.M.T., L.S., V.A.N., L.G.S., E.L.S., P.J.P., C.A.B.)
| | - Peter J Psaltis
- Adelaide Medical School, Faculty of Health and Medical Sciences, University of Adelaide, South Australia, Australia (K.R.P., J.T.M.T., V.A.N., L.G.S., E.L.S., P.J.P., C.A.B.)
- Vascular Research Centre, Lifelong Health Theme, South Australian Health and Medical Research Centre, Adelaide, Australia (K.R.P., J.T.M.T., L.S., V.A.N., L.G.S., E.L.S., P.J.P., C.A.B.)
| | - Christina A Bursill
- Adelaide Medical School, Faculty of Health and Medical Sciences, University of Adelaide, South Australia, Australia (K.R.P., J.T.M.T., V.A.N., L.G.S., E.L.S., P.J.P., C.A.B.)
- Vascular Research Centre, Lifelong Health Theme, South Australian Health and Medical Research Centre, Adelaide, Australia (K.R.P., J.T.M.T., L.S., V.A.N., L.G.S., E.L.S., P.J.P., C.A.B.)
- Centre of Excellence for Nanoscale Biophotonics, Adelaide, South Australia, Australia (K.R.P., V.A.N., C.A.B.)
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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.
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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.
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Tang J, Zhu L, Tu W. Predictors for the development of diabetes mellitus following acute pancreatitis. Dig Liver Dis 2025; 57:648-649. [PMID: 40023751 DOI: 10.1016/j.dld.2025.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2025] [Accepted: 02/13/2025] [Indexed: 03/04/2025]
Affiliation(s)
- Jimei Tang
- Department of Endocrinology, Shangyu People's Hospital of Shaoxing, Shaoxing, Zhejiang, China
| | - Lifei Zhu
- Department of Endocrinology, Shangyu People's Hospital of Shaoxing, Shaoxing, Zhejiang, China
| | - Weiping Tu
- Department of Endocrinology, Shangyu People's Hospital of Shaoxing, Shaoxing, Zhejiang, China.
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Zeng C, Wu X, Ouyang F, Guo B, Zhang X, Ma J, Zeng D, Zhang B. Perfusion Parameter Map Generation from 3 Phases of Computed Tomography Perfusion in Stroke Using Generative Adversarial Networks. RESEARCH (WASHINGTON, D.C.) 2025; 8:0689. [PMID: 40308708 PMCID: PMC12041647 DOI: 10.34133/research.0689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/16/2025] [Revised: 04/03/2025] [Accepted: 04/07/2025] [Indexed: 05/02/2025]
Abstract
Computed tomography perfusion (CTP) plays a crucial role in guiding reperfusion therapy and patient selection for acute ischemic stroke (AIS) through perfusion parameter maps of the brain; however, its widespread use is limited by the complexity of acquisition protocols and high radiation dose. Previous studies have attempted to reduce radiation exposure by equally lowering the temporal sampling rate; however, it may miss the peak of arterial enhancement, leading to underestimation of blood flow parameter. Here, we investigate the feasibility of using a generative adversarial network (GAN) to generate perfusion maps from 3 phases of CTP (mCTP). The three phases were chosen based on the multiphase computed tomography angiography scanning protocol: the peak arterial input function phase, the peak venous output function phase, and the delayed venous output function phase. The findings demonstrate that the GAN model achieved high visual overlap and performance for cerebral blood flow and time-to-maximum maps, with a mean structural similarity index measure of 0.921 to 0.971 and 0.817 to 0.883, a mean normalized root mean squared error of 0.019 to 0.108 and 0.058 to 0.064, and a mean learned perceptual image patch similarity of 0.039 to 0.088 and 0.141 to 0.146, respectively. For the 2 external datasets, the volume agreement between the model- and CTP-derived infarct and hypoperfusion areas was the intraclass correlation coefficient of 0.731 to 0.883 and 0.499 to 0.635, and the Spearman correlation coefficient of 0.720 to 0.808 and 0.533 to 0.6540, respectively. Qualitative assessments of diagnostic quality further confirmed that the mCTP-derived maps were comparable to those obtained from traditional CTP. In conclusion, the GAN-based model is effective in generating perfusion maps from mCTP, which could serve as a viable alternative to traditional CTP in the diagnostic evaluation of AIS.
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Affiliation(s)
- Cuidie Zeng
- School of Biomedical Engineering,
Southern Medical University, Guangzhou, Guangdong, China
| | - Xiaoling Wu
- Department of Radiology,
The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
| | - Fusheng Ouyang
- Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People’s Hospital of Shunde Foshan), Foshan, China
| | - Baoliang Guo
- Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People’s Hospital of Shunde Foshan), Foshan, China
| | - Xiao Zhang
- Medical AI Lab, The First Hospital of Hebei Medical University,
Hebei Medical University, Shijiazhuang, Hebei, China
- Hebei Provincial Engineering Research Center for AI-Based Cancer Treatment Decision-Making, The First Hospital of Hebei Medical University,
Hebei Medical University, Shijiazhuang, Hebei, China
- Department of Oncology, The First Hospital of Hebei Medical University,
Hebei Medical University, Shijiazhuang, Hebei, China
| | - Jianghua Ma
- School of Life Science and Technology,
Xi’an Jiao Tong University, Shaanxi, China
| | - Dong Zeng
- School of Biomedical Engineering,
Southern Medical University, Guangzhou, Guangdong, China
| | - Bin Zhang
- Department of Radiology,
The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
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30
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Cruz-Rodríguez M, Chevet E, Muñoz-Pinedo C. Glucose sensing and the unfolded protein response. FEBS J 2025. [PMID: 40272086 DOI: 10.1111/febs.70113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2025] [Revised: 03/17/2025] [Accepted: 04/14/2025] [Indexed: 04/25/2025]
Abstract
The unfolded protein response (UPR) is activated primarily upon alteration of protein folding in the endoplasmic reticulum (ER). This occurs under physiological situations that cause an abrupt increase in protein synthesis, or under redox and metabolic stresses. Among the latter, hyperglycemia and glucose scarcity have been identified as major modulators of UPR signaling. Indeed, the first mammalian UPR effector, the glucose-regulated protein 78, also known as BiP, was identified in response to glucose deprivation. Tunicamycin, arguably the most commonly used drug to induce ER stress responses in vitro and in vivo, is an inhibitor of N-glycosylation. We compile here evidence that the UPR is activated upon physiological and pathological conditions that alter glucose levels and that this is mostly mediated by alterations of protein N-glycosylation, ATP levels, or redox balance. The three branches of the UPR transduced by PERK/ATF4, IRE1/XBP1s, and ATF6, as well as non-canonical ER sensors such as SCAP/SREBP, sense ER protein glycosylation status driven by glucose and other glucose-derived metabolites. The outcomes of UPR activation range from restoring protein N-glycosylation and protein folding flux to stimulating autophagy, organelle recycling, and mitochondrial respiration, and in some cases, cell death. Anabolic responses to glucose levels are also stimulated by glucose through components of the UPR. Therefore, the UPR should be further studied as a potential biomarker and mediator of glucose-associated diseases.
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Affiliation(s)
- Mabel Cruz-Rodríguez
- Preclinical and Experimental Research in Thoracic Tumors (PRETT) Group, IDIBELL, L'Hospitalet de Llobregat, Spain
| | - Eric Chevet
- INSERM U1242, Univ Rennes, Centre de Lutte contre le Cancer Eugène Marquis, France
| | - Cristina Muñoz-Pinedo
- Preclinical and Experimental Research in Thoracic Tumors (PRETT) Group, IDIBELL, L'Hospitalet de Llobregat, Spain
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Hassanpour E, Nasehi M, Meymandinezhad A, Witthauer L. A low-power approach to optical glucose sensing via polarisation switching. Sci Rep 2025; 15:14200. [PMID: 40269078 PMCID: PMC12019186 DOI: 10.1038/s41598-025-99367-0] [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: 02/11/2025] [Accepted: 04/18/2025] [Indexed: 04/25/2025] Open
Abstract
High-precision polarimetry is crucial for sensing and imaging applications, particularly for glucose monitoring within the physiological range of 50 to 400 mg/dl. Traditional approaches often rely on polarisation modulation using magneto-optic or liquid crystal modulators, which require high voltages or currents, limiting their practicality for wearable or implantable devices. In this work, we propose a polarisation-switching technique that alternates between two discrete polarisation states, offering a low-power alternative with miniaturisation potential. Using this method, we achieved a Mean Absolute Relative Difference of 7.7% and a Standard Error of Prediction of 9.6 mg/dl across the physiological glucose range, comparable to commercial continuous glucose monitors. Our approach demonstrates a limit of detection of approximately 40 mg/dl, with measurements performed in phosphate-buffered saline spiked with glucose. This work establishes polarisation switching as a viable alternative for glucose sensing, providing a foundation for future development of wearable and implantable glucose monitoring systems. By eliminating power-intensive components, our approach addresses key limitations of traditional polarimetric methods, paving the way for more accessible and energy-efficient diabetes management technologies.
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Affiliation(s)
- Ehsan Hassanpour
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Diabetes Center Berne, Bern, Switzerland
| | - Mahsa Nasehi
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Diabetes Center Berne, Bern, Switzerland
- Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland
| | - Amir Meymandinezhad
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Diabetes Center Berne, Bern, Switzerland
| | - Lilian Witthauer
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.
- Diabetes Center Berne, Bern, Switzerland.
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Juricic S, Klac J, Stojkovic S, Tesic M, Jovanovic I, Aleksandric S, Dobric M, Zivkovic S, Maricic B, Simeunovic D, Lasica R, Dikic M, Banovic M, Beleslin B. Molecular and Pathophysiological Mechanisms Leading to Ischemic Heart Disease in Patients with Diabetes Mellitus. Int J Mol Sci 2025; 26:3924. [PMID: 40362167 PMCID: PMC12071796 DOI: 10.3390/ijms26093924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2025] [Revised: 04/07/2025] [Accepted: 04/10/2025] [Indexed: 05/15/2025] Open
Abstract
Coronary atherosclerosis in patients with diabetes mellitus is the most significant pathophysiological mechanism responsible for ischemic heart disease. Atherosclerosis in diabetes is premature, more diffuse, and more progressive, and it affects more coronary blood vessels compared to non-diabetics. Atherosclerosis begins with endothelial dysfunction, continues with the formation of fatty streaks in the intima of coronary arteries, and ends with the appearance of an atherosclerotic plaque that expands centrifugally and remodels the coronary artery. If the atherosclerotic plaque is injured, a thrombus forms at the site of the damage, which can lead to vessel occlusion and potentially fatal consequences. Diabetes mellitus and atherosclerosis are connected through several pathological pathways. Among the most significant factors that lead to atherosclerosis in diabetics are hyperglycemia, insulin resistance, oxidative stress, dyslipidemia, and chronic inflammation. Chronic inflammation is currently considered one of the most important factors in the development of atherosclerosis. However, to date, no adequate anti-inflammatory therapeutic measures have been found to prevent the progression of the atherosclerotic process, and they remain a subject of ongoing research. In this review, we summarize the most significant pathophysiological mechanisms that link atherosclerosis and diabetes mellitus.
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Affiliation(s)
- Stefan Juricic
- Clinic for Cardiology, University Clinical Center of Serbia, 11000 Belgrade, Serbia; (S.S.); (M.T.); (I.J.); (S.A.); (D.S.); (M.D.); (M.B.)
| | - Jovana Klac
- Department of Cardiology, Emergency Center, University Clinical Center of Serbia, 11000 Belgrade, Serbia; (J.K.); (R.L.)
| | - Sinisa Stojkovic
- Clinic for Cardiology, University Clinical Center of Serbia, 11000 Belgrade, Serbia; (S.S.); (M.T.); (I.J.); (S.A.); (D.S.); (M.D.); (M.B.)
- School of Medicine, University of Belgrade, 11000 Belgrade, Serbia;
| | - Milorad Tesic
- Clinic for Cardiology, University Clinical Center of Serbia, 11000 Belgrade, Serbia; (S.S.); (M.T.); (I.J.); (S.A.); (D.S.); (M.D.); (M.B.)
- School of Medicine, University of Belgrade, 11000 Belgrade, Serbia;
| | - Ivana Jovanovic
- Clinic for Cardiology, University Clinical Center of Serbia, 11000 Belgrade, Serbia; (S.S.); (M.T.); (I.J.); (S.A.); (D.S.); (M.D.); (M.B.)
| | - Srdjan Aleksandric
- Clinic for Cardiology, University Clinical Center of Serbia, 11000 Belgrade, Serbia; (S.S.); (M.T.); (I.J.); (S.A.); (D.S.); (M.D.); (M.B.)
- School of Medicine, University of Belgrade, 11000 Belgrade, Serbia;
| | - Milan Dobric
- School of Medicine, University of Belgrade, 11000 Belgrade, Serbia;
- Dedinje Cardiovascular Institute, 11000 Belgrade, Serbia;
| | | | - Bojan Maricic
- Clinic of Cardiology, University Clinical Center Nis, 18000 Nis, Serbia;
| | - Dejan Simeunovic
- Clinic for Cardiology, University Clinical Center of Serbia, 11000 Belgrade, Serbia; (S.S.); (M.T.); (I.J.); (S.A.); (D.S.); (M.D.); (M.B.)
- School of Medicine, University of Belgrade, 11000 Belgrade, Serbia;
| | - Ratko Lasica
- Department of Cardiology, Emergency Center, University Clinical Center of Serbia, 11000 Belgrade, Serbia; (J.K.); (R.L.)
- School of Medicine, University of Belgrade, 11000 Belgrade, Serbia;
| | - Miodrag Dikic
- Clinic for Cardiology, University Clinical Center of Serbia, 11000 Belgrade, Serbia; (S.S.); (M.T.); (I.J.); (S.A.); (D.S.); (M.D.); (M.B.)
| | - Marko Banovic
- Clinic for Cardiology, University Clinical Center of Serbia, 11000 Belgrade, Serbia; (S.S.); (M.T.); (I.J.); (S.A.); (D.S.); (M.D.); (M.B.)
- School of Medicine, University of Belgrade, 11000 Belgrade, Serbia;
| | - Branko Beleslin
- Clinic for Cardiology, University Clinical Center of Serbia, 11000 Belgrade, Serbia; (S.S.); (M.T.); (I.J.); (S.A.); (D.S.); (M.D.); (M.B.)
- School of Medicine, University of Belgrade, 11000 Belgrade, Serbia;
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Santos MP, Bazzano L, Carmichael O, O’Bryant S, Hsia DS, He J, Ley SH. Association of Age at Menarche With Inflammation and Glucose Metabolism Biomarkers in US Adult Women: NHANES 1999-2018. J Clin Endocrinol Metab 2025; 110:1365-1374. [PMID: 38912813 PMCID: PMC12012779 DOI: 10.1210/clinem/dgae418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 06/11/2024] [Accepted: 06/13/2024] [Indexed: 06/25/2024]
Abstract
CONTEXT Early age at menarche (AAM) is a risk factor for type 2 diabetes later in life, but the pathogenic pathways that confer increased risk remain unknown. OBJECTIVE We examined the associations between AAM and inflammatory and glucose metabolism biomarkers among US adult women who were free of diabetes. METHODS Using the National Health and Nutrition Examination Survey (NHANES) 1999-2018, 19 228 women over 20 years old who were free of self-reported cancer and diabetes were included in this cross-sectional analysis. AAM was the self-reported age at first menstruation. C-reactive protein (CRP), fasting glucose, fasting insulin, and ferritin levels were measured as biomarkers of inflammation and glucose metabolism in adult blood samples using latex-enhanced nephelometry, enzymatic, and immunoassay methods. Multiple linear regression was used to relate AAM to the biomarkers. RESULTS The median age at the time of blood sample collection was 44 years (interquartile range, 33-62). After age adjustment, there was an association between a lower AAM and higher CRP (P-trend = .006), fasting glucose (P-trend < .0001), fasting insulin (P-trend < .0001), and ferritin (P-trend < .0001). These remained significant after additional adjustment for demographic, reproductive, lifestyle, and adiposity variables, except for ferritin. Smoking modified the effect of AAM on CRP (P-interaction = .014), fasting insulin (P-interaction < .001), and fasting glucose (P-interaction < .001). In stratified analysis, the observed associations became more pronounced in nonsmokers, while they were attenuated to nonsignificance in active smokers. CONCLUSION Earlier age at menarche is associated with an unfavorable inflammatory and glucose metabolic biomarker profile in a nationally representative sample of adult women free of diabetes, especially among nonsmokers.
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Affiliation(s)
- Maria P Santos
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, 70112, USA
| | - Lydia Bazzano
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, 70112, USA
| | - Owen Carmichael
- Pennington Biomedical Research Center, Louisiana State University, Baton Rouge, LA, 70808, USA
| | - Sid O’Bryant
- Institute for Translational Research, University of North Texas, Fort Worth, TX, 76107, USA
| | - Daniel S Hsia
- Pennington Biomedical Research Center, Louisiana State University, Baton Rouge, LA, 70808, USA
| | - Jiang He
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, 70112, USA
| | - Sylvia H Ley
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, 70112, USA
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Mutruc V, Bologa C, Șorodoc V, Ceasovschih A, Morărașu BC, Șorodoc L, Catar OE, Lionte C. Cardiovascular-Kidney-Metabolic Syndrome: A New Paradigm in Clinical Medicine or Going Back to Basics? J Clin Med 2025; 14:2833. [PMID: 40283662 PMCID: PMC12028252 DOI: 10.3390/jcm14082833] [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: 03/12/2025] [Revised: 04/08/2025] [Accepted: 04/13/2025] [Indexed: 04/29/2025] Open
Abstract
Cardiovascular, renal, and metabolic diseases are pathophysiologically interdependent, posing a significant global health challenge and being associated with a substantial increase in morbidity and mortality. In 2023, the American Heart Association (AHA) defined this complex network of interconnected health conditions as the cardiovascular-kidney-metabolic (CKM) syndrome. This syndrome is based on common pathophysiological mechanisms, including chronic inflammation, oxidative stress, hyperglycemia and insulin resistance, activation of the renin-angiotensin-aldosterone system (RAAS), and neurohormonal dysfunction, which trigger a vicious cycle where the impairment of one organ contributes to the progressive deterioration of the others. An integrated approach to these conditions, rather than treating them as separate entities, supports a holistic management strategy that helps to reduce the burden on public health and improve patients' quality of life. Existing management focuses on lifestyle modification, glycemic and lipid control, and the use of nephroprotective and cardioprotective therapies. This narrative review aims to synthesize and contextualize existing information on the complex interactions between these systems and on diagnostic approaches, as well as to provide an overview of the available therapeutic options.
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Affiliation(s)
- Victoria Mutruc
- Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania; (C.B.); (V.Ș.); (A.C.); (B.C.M.); (L.Ș.)
- Second Internal Medicine Department, Sf. Spiridon Clinical Emergency Hospital, 700111 Iasi, Romania
| | - Cristina Bologa
- Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania; (C.B.); (V.Ș.); (A.C.); (B.C.M.); (L.Ș.)
- Second Internal Medicine Department, Sf. Spiridon Clinical Emergency Hospital, 700111 Iasi, Romania
| | - Victorița Șorodoc
- Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania; (C.B.); (V.Ș.); (A.C.); (B.C.M.); (L.Ș.)
- Second Internal Medicine Department, Sf. Spiridon Clinical Emergency Hospital, 700111 Iasi, Romania
| | - Alexandr Ceasovschih
- Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania; (C.B.); (V.Ș.); (A.C.); (B.C.M.); (L.Ș.)
- Second Internal Medicine Department, Sf. Spiridon Clinical Emergency Hospital, 700111 Iasi, Romania
| | - Bianca Codrina Morărașu
- Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania; (C.B.); (V.Ș.); (A.C.); (B.C.M.); (L.Ș.)
- Second Internal Medicine Department, Sf. Spiridon Clinical Emergency Hospital, 700111 Iasi, Romania
| | - Laurențiu Șorodoc
- Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania; (C.B.); (V.Ș.); (A.C.); (B.C.M.); (L.Ș.)
- Second Internal Medicine Department, Sf. Spiridon Clinical Emergency Hospital, 700111 Iasi, Romania
| | - Oana Elena Catar
- Department of Neurology, Centre Hospitalier Universitaire d’Angers, 49 933 Angers, Cedex 9, France;
| | - Cătălina Lionte
- Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania; (C.B.); (V.Ș.); (A.C.); (B.C.M.); (L.Ș.)
- Second Internal Medicine Department, Sf. Spiridon Clinical Emergency Hospital, 700111 Iasi, Romania
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Liang X, Lai K, Li X, Ren D, Gui S, Xing Z, Li Y. Association between estimated glucose disposal rate and future cardiovascular disease risk across glucose metabolism status: a prospective cohort study. Diabetol Metab Syndr 2025; 17:131. [PMID: 40251696 PMCID: PMC12007373 DOI: 10.1186/s13098-025-01697-6] [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: 02/10/2025] [Accepted: 04/08/2025] [Indexed: 04/20/2025] Open
Abstract
BACKGROUND Cardiovascular disease (CVD) remains a major global health challenge, particularly affected by glucose metabolism status. However, the relationship between estimated glucose disposal rate (eGDR) and future CVD risk across different glucose metabolism status remains unclear. METHODS We analyzed data from the China Health and Retirement Longitudinal Study (2011-2020) of participants aged ≥ 45 years. The eGDR was calculated using waist circumference, hypertension status, and HbA1c levels. CVD events (stroke or cardiac events) were the outcome. Participants were categorized by glucose metabolism status (normoglycemia, prediabetes, diabetes). Cox proportional hazards models and restricted cubic splines were used to assess associations and potential non-linear relationships. RESULTS Among 7,828 participants (52.84% male, mean age 59.01 ± 9.21 years) followed for an average of 8.29 years, 1,944 participants (24.83%) developed CVD. Higher eGDR was inversely associated with CVD risk across all glucose metabolism states. Below the inflection points (11.77, 11.15, and 11.56 mg/kg/min for normoglycemia, prediabetes, and diabetes, respectively), each 1-unit increase in eGDR reduced CVD risk by 14% (HR = 0.86, 95%CI: 0.83-0.89), 10% (HR = 0.90, 95%CI: 0.86-0.93), and 14% (HR = 0.86, 95%CI: 0.81-0.91), respectively. CONCLUSION The eGDR demonstrates a potentially non-linear inverse association with future CVD risk across different glucose metabolism states.
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Affiliation(s)
- Xiaomin Liang
- Department of Critical Care Medicine, Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, China
| | - Kai Lai
- Department of Critical Care Medicine, Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, China
| | - Xiaohong Li
- Department of Critical Care Medicine, Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, China
| | - Di Ren
- Department of Critical Care Medicine, Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, China
| | - Shuiqing Gui
- Department of Critical Care Medicine, Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, China.
| | - Zemao Xing
- Department of Critical Care Medicine, Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, China.
| | - Ying Li
- Department of Critical Care Medicine, Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, China.
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Wan KS, Hairi NN, Mustapha F, Mohd Yusoff MF, Ismail M, Moy FM, Ahmad NA. Characteristics of type 2 diabetes patients with overt cardiovascular diseases in Malaysia: the real-world evidence from the National Diabetes Registry. BMC Res Notes 2025; 18:183. [PMID: 40247426 PMCID: PMC12007231 DOI: 10.1186/s13104-025-07204-4] [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: 12/06/2023] [Accepted: 03/27/2025] [Indexed: 04/19/2025] Open
Abstract
OBJECTIVE The characteristics of diabetes patients with cardiovascular disease (CVD) in Malaysia are not well understood, especially in terms of metabolic control and treatment profiles. We aimed to determine the characteristics of type 2 diabetes patients with CVD in public primary care clinics in Malaysia. A cross-sectional analysis of the baseline information of an established retrospective cohort dataset was done. RESULTS Among 18,312 patients, 4.1% had CVD. In the multiple logistic regression model, CVD was associated with males, older age, longer diabetes duration, hypertension, dyslipidaemia, nephropathy, insulin, antiplatelet agents, and glycosylated haemoglobin A1c control. In contrast, LDL cholesterol control was less common among patients with CVD. The percentage of patients with CVD who achieved the recommended glycosylated haemoglobin A1c ≤ 8%, blood pressure ≤ 135/75 mmHg, and LDL cholesterol < 1.8 mmol/L were 59.5%, 25.3%, and 13.7%, respectively. Meanwhile, 44.7%, 25.6%, and 42.7% of patients without CVD achieved glycosylated haemoglobin A1c ≤ 7.0%, blood pressure ≤ 135/75 mmHg, and LDL cholesterol ≤ 2.6 mmol/L, respectively. Many patients did not achieve the recommended treatment targets. There are ample opportunities to optimise the quality of diabetes management in primary care settings in Malaysia.
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Affiliation(s)
- Kim Sui Wan
- Institute for Public Health, National Institutes of Health, Ministry of Health Malaysia, Setia Alam, Shah Alam, 40170, Selangor, Malaysia.
- Centre for Epidemiology and Evidence-Based Practice, Department of Social and Preventive Medicine, Faculty of Medicine, Universiti Malaya, Federal Territory of Kuala Lumpur, Kuala Lumpur, 50603, Malaysia.
| | - Noran Naqiah Hairi
- Centre for Epidemiology and Evidence-Based Practice, Department of Social and Preventive Medicine, Faculty of Medicine, Universiti Malaya, Federal Territory of Kuala Lumpur, Kuala Lumpur, 50603, Malaysia
- Faculty of Public Health, Universitas Airlangga, Surabaya City, Surabaya, East Java, 60115, Indonesia
| | - Feisul Mustapha
- Disease Control Division, Federal Government Administration Centre, Federal Territory of Putrajaya, Ministry of Health Malaysia, Putrajaya, 62590, Malaysia
- Perak State Health Department, Ministry of Health Malaysia, Ipoh, Perak, 30000, Malaysia
| | - Muhammad Fadhli Mohd Yusoff
- Institute for Public Health, National Institutes of Health, Ministry of Health Malaysia, Setia Alam, Shah Alam, 40170, Selangor, Malaysia
| | - Mastura Ismail
- Family Health Development Division, Federal Government Administration Centre, Ministry of Health Malaysia, Putrajaya, 62590, Malaysia
| | - Foong Ming Moy
- Centre for Epidemiology and Evidence-Based Practice, Department of Social and Preventive Medicine, Faculty of Medicine, Universiti Malaya, Federal Territory of Kuala Lumpur, Kuala Lumpur, 50603, Malaysia
| | - Noor Ani Ahmad
- Institute for Public Health, National Institutes of Health, Ministry of Health Malaysia, Setia Alam, Shah Alam, 40170, Selangor, Malaysia
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Berger M, Marx N, Marx-Schütt K. Cardiovascular Risk Reduction in Patients with Type 2 Diabetes: What Does the Cardiologist Need to Know? Eur Cardiol 2025; 20:e09. [PMID: 40309220 PMCID: PMC12042294 DOI: 10.15420/ecr.2024.29] [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: 06/20/2024] [Accepted: 11/29/2024] [Indexed: 05/02/2025] Open
Abstract
Patients with diabetes are at an increased risk of cardiovascular disease (CVD), including atherosclerotic CVD and heart failure. In addition, diabetes is associated with a higher risk of developing chronic kidney disease, which is considered to be one of the strongest risk factors for CVD and mortality. To address the increased cardiovascular risk of patients with diabetes, dedicated screening strategies for CVD are necessary; conversely, screening for diabetes needs to be performed in all patients with CVD to allow timely identification. Once diabetes is diagnosed, rapid implementation of treatment with therapies to reduce cardiovascular risk on top of standard of care is necessary. This review gives an overview of contemporary therapeutic strategies to reduce cardiovascular risk in patients with type 2 diabetes.
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Affiliation(s)
- Martin Berger
- Department of Internal Medicine I, University Hospital Aachen Aachen, Germany
| | - Nikolaus Marx
- Department of Internal Medicine I, University Hospital Aachen Aachen, Germany
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Karonen E, Eek F, Drake I, Butt T, Carlsen HK, Eliasson B, Gottsäter A, Acosta S. Comparison of Outcomes After Revascularization for Acute Lower Limb Ischemia in Patients with and without Type 2 Diabetes Mellitus - A Nationwide Registry Study. Vasc Health Risk Manag 2025; 21:229-238. [PMID: 40236313 PMCID: PMC11998955 DOI: 10.2147/vhrm.s497866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Accepted: 02/12/2025] [Indexed: 04/17/2025] Open
Abstract
Introduction Acute lower limb ischemia (ALI) is a life and limb threatening event often affecting patients with type 2 diabetes mellitus (T2DM). Little is known about how T2DM affects the risk of adverse events in patients revascularized for ALI. This study aimed to investigate if there were differences in major outcomes between ALI patients with and without T2DM. Methods Between 2010 and 2014, 615 patients underwent revascularization for ALI, according to the Swedish Vascular Registry (SWEDVASC). Using the National Diabetes Registry (NDR), 245 (39.8%) of the patients were identified as having T2DM. Uni- and multivariable Cox or logistic regression analyses were performed to evaluate risk differences for major amputation, mortality, major adverse cardiovascular events (MACE), and fasciotomy between patients with and without T2DM. Results The rates of major amputation and mortality at one year were 32.7% and 21.6% in the T2DM group, compared to 21.9% and 31.9% in the non-DM group, respectively, resulting in a hazard ratio (HR) of 1.52 (95% confidence interval [CI] 1.12-2.07) for major amputation and HR of 0.64 (95% CI 0.46-0.88) for mortality. At one year, the HR for major amputation was 1.45 (95% CI 0.99-2.11), HR for mortality 0.92 (95% CI 0.61-1.39), HR for combined major amputation/mortality 1.27 (95% CI 0.94-1.72), and HR for MACE 1.24 (95% CI 0.92-1.67) for those with T2DM compared to those without in the multivariable Cox-regression analyses. The multivariable logistic regression analysis showed significantly lower odds of fasciotomy, OR 0.1 (95% CI 0.01-0.51) in the T2DM-group. Conclusion T2DM was not significantly associated with higher hazard of major amputation, mortality, combined major amputation/mortality, or MACE after revascularization for ALI, compared to patients without T2DM. Patients with T2DM had significantly lower odds of fasciotomy.
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Affiliation(s)
- Emil Karonen
- Department of Clinical Sciences, Lund University, Malmö, Sweden
- Vascular Centre, Department of Cardiothoracic and Vascular Surgery, Skåne University Hospital, Malmö, Sweden
| | - Frida Eek
- Department of Health Sciences, Lund University, Lund, Sweden
| | - Isabel Drake
- Diabetes and Cardiovascular Disease-Genetic Epidemiology, Department of Clinical Sciences, Malmö, Lund University, Malmö, Sweden
| | - Talha Butt
- Department of Clinical Sciences, Lund University, Malmö, Sweden
- Vascular Centre, Department of Cardiothoracic and Vascular Surgery, Skåne University Hospital, Malmö, Sweden
| | | | - Björn Eliasson
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Göteborg, Sweden
| | - Anders Gottsäter
- Department of Clinical Sciences, Lund University, Malmö, Sweden
- Department of Medicine, Skåne University Hospital, Malmö, Sweden
| | - Stefan Acosta
- Department of Clinical Sciences, Lund University, Malmö, Sweden
- Vascular Centre, Department of Cardiothoracic and Vascular Surgery, Skåne University Hospital, Malmö, Sweden
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Mavridis A, Viktorisson A, Eliasson B, von Euler M, Sunnerhagen KS. Risk of Ischemic and Hemorrhagic Stroke in Individuals With Type 1 and Type 2 Diabetes: A Nationwide Cohort Study in Sweden. Neurology 2025; 104:e213480. [PMID: 40080734 PMCID: PMC11907640 DOI: 10.1212/wnl.0000000000213480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2024] [Accepted: 01/21/2025] [Indexed: 03/15/2025] Open
Abstract
BACKGROUND AND OBJECTIVES Diabetes significantly increases the risk of cardiovascular events, including stroke. Although the association with ischemic stroke is well established, the relationship with hemorrhagic stroke remains unclear. This study aimed to evaluate the risk of ischemic and hemorrhagic stroke in individuals with type 1 and type 2 diabetes compared with diabetes-free controls from the general population. METHODS This cohort study included individuals with type 1 or type 2 diabetes from the Swedish National Diabetes Register between 2005 and 2019, matched to diabetes-free controls by age and sex. Data on baseline characteristics, comorbidities, medications, and outcomes were collected from multiple national registers. Stroke incidence rates and adjusted hazard ratios were estimated using Cox proportional hazard models, stratified by diabetes type, for ischemic and hemorrhagic stroke. RESULTS The study included 47,720 individuals with type 1 diabetes (mean age 34.4, 44.8% female) and 686,158 with type 2 diabetes (mean age 65.3, 43.3% female), matched to 143,160 and 2,058,474 controls, respectively. In individuals with type 1 diabetes, the ischemic stroke risk was 2.54 times higher (95% CI 2.36-2.73) and the hemorrhagic stroke risk was 1.88 times higher (95% CI 1.57-2.26) compared with controls. In individuals with type 2 diabetes, the ischemic stroke risk was 1.37 times higher (95% CI 1.35-1.38) while the hemorrhagic stroke risk was not significantly increased (HR: 0.99, 95% CI 0.96-1.02). Higher HbA1c levels were associated with increased ischemic stroke risk for both diabetes types. For hemorrhagic stroke, individuals with type 1 diabetes had significantly higher risk starting at HbA1c > 52 mmol/mol while in those with type 2 diabetes, a modest risk increase was observed only at HbA1c > 72 mmol/mol. DISCUSSION The risk of ischemic stroke was higher for both diabetes types. Individuals with type 1 diabetes also exhibited a higher risk of hemorrhagic stroke compared with diabetes-free controls while type 2 diabetes was significantly associated with risk of hemorrhagic stroke only when HbA1c was higher than 72 mmol/mol. These findings highlight the increased stroke risk in diabetes, with distinct patterns by stroke subtype and diabetes type. Tailored prevention strategies are essential to address these differences.
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Affiliation(s)
- Anastasios Mavridis
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Sweden
| | - Adam Viktorisson
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Sweden
- The Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Björn Eliasson
- The Sahlgrenska University Hospital, Gothenburg, Sweden
- The National Diabetes Register, Center of Registers, Gothenburg, Sweden; and
| | - Mia von Euler
- Department of Neurology and Rehabilitation, Faculty of Medicine and Health, Örebro University, Sweden
| | - Katharina S Sunnerhagen
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Sweden
- The Sahlgrenska University Hospital, Gothenburg, Sweden
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Wang Z, Liu Y, Qie R, Hu Y. Comparative analysis of stroke burden between ages 20-54 and over 55 years: based on the global burden of disease study 2019. BMC Public Health 2025; 25:1293. [PMID: 40188028 PMCID: PMC11972468 DOI: 10.1186/s12889-025-22460-6] [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: 11/04/2024] [Accepted: 03/24/2025] [Indexed: 04/07/2025] Open
Abstract
BACKGROUND Stroke remains one of the major diseases threatening human health and life worldwide. Therefore, it is urgent to investigate the stroke burden in different age groups. METHODS We described the disease burden of three subtypes of stroke, namely intracranial haemorrhage (ICH), subarachnoid haemorrhage (SAH), and ischaemic stroke (IS), among people aged 20 ~ 54 years and > 55 years from 1990 to 2019, based on data from Global Burden of Disease Study 2019 and calculated the estimated annual percentage changes (EAPC) for age-specific incidence, disability-adjusted life-years (DALYs), mortality and prevalence rates. Joinpoint regression analyzes showed the critical years of trend inflexion points. Decomposition and health inequality analyses determined the impact of different epidemiological factors on stroke burden. Population-attributable fractions were calculated for deaths and DALYs due to risk factors. RESULTS From 1990 to 2019, the incidence of ICH and SAH decreased by 11.32% and 10.45%, respectively, in the 20-54 age group globally, while the incidence of IS increased by 14.95%. Meanwhile, the incidence of stroke in the > 55 years group showed an overall decreasing trend. The burden of adverse outcomes, including death and DALYs, varied by stroke subtype, with the rates of mortality and DALYs decreasing significantly less in IS than in ICH and SAH. In addition, the decline in mortality and DALYs rates was consistently greater in the over 55 years age group than in the 20-54 years age group. Notably, the prevalence of ICH, SAH, and IS increased by 20.55%, 11.50%, and 7.38% in the 20-54 years age grouper group, respectively, whereas in the elderly group, there was only a mild increase of IS in the over 55 years group. What is more, stroke burden showed a negative correlation with regional development. Furthermore, high systolic blood pressure was a common contributor to stroke burden in both age groups. The difference is that a high body mass index affects people aged 20-54 years more, while abnormal fasting blood glucose affects older people more. CONCLUSION The stroke burden in people 20-54 years of age is increasingly becoming a global health problem, particularly the incidence of IS in lower economic development areas. CLINICAL TRIAL NUMBER Not applicable.
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Affiliation(s)
- Zhuoxi Wang
- Experimental Research Center, China Academy of Chinese Medical Sciences, 16 Dongzhimennei South Xiaojie, Dongcheng District, Beijing, China
- First Clinical College, Heilongjiang University of Chinese Medicine, Haerbin, China
| | - Yiqing Liu
- Experimental Research Center, China Academy of Chinese Medical Sciences, 16 Dongzhimennei South Xiaojie, Dongcheng District, Beijing, China
| | - Rui Qie
- Department of Preventive Treatment Center, Affiliated Hospital of Heilongjiang University of Chinese Medicine, Haerbin, China
| | - Yanhong Hu
- Experimental Research Center, China Academy of Chinese Medical Sciences, 16 Dongzhimennei South Xiaojie, Dongcheng District, Beijing, China.
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Montenegro-González GC, Bea C, Ampudia-Blasco FJ, González-Navarro H, Real JT, Peñarrocha-Diago M, Martínez-Hervás S. Usefulness of the CDC/AAP and the EFP/AAP Criteria to Detect Subclinical Atherosclerosis in Subjects with Diabetes and Severe Periodontal Disease. Diagnostics (Basel) 2025; 15:928. [PMID: 40218278 PMCID: PMC11988492 DOI: 10.3390/diagnostics15070928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2025] [Revised: 03/25/2025] [Accepted: 04/02/2025] [Indexed: 04/14/2025] Open
Abstract
Background/Objectives: Periodontitis is an inflammatory disease associated with many systemic disorders such as diabetes and cardiovascular disease. The aim was to evaluate the usefulness of the CDC/AAP and the EFP/AAP criteria to detect subclinical atherosclerosis in subjects with diabetes and severe periodontal disease. Methods: This was a cross-sectional study. Atheroma plaque was evaluated by high-resolution carotid and femoral ultrasonography. A dental examination protocol was implemented by a trained periodontist. A full-mouth periodontal clinical examination was carried out at six sites by automated computerized Florida Probe Periodontal Probing. Periodontal disease was defined by CDC/AAP and EFP/AAP criteria. Results: In total, 98 patients were included (60.2% women), of which 50% had diabetes. Subjects with diabetes showed a high prevalence of severe cases of periodontal disease. Both criteria were useful to detect the presence of atheroma plaque only in the presence of diabetes. However, the CDC/AAP criteria had higher correlation with atheroma plaques than EFP/AAP criteria (r = 0.522 vs. r = 0.369, p < 0.001). Conclusions: The CDC/AAP and the EFP/AAP criteria are a useful tool to identify subclinical atherosclerosis in subjects with severe periodontal disease and diabetes. These results show the potential role of the oral healthcare team in the dental office for the identification of subjects with diabetes at risk of developing cardiovascular disease.
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Affiliation(s)
| | - Carlos Bea
- Service of Internal Medicine, Hospital Clínico Universitario of Valencia, 46010 Valencia, Spain;
- INCLIVA Biomedical Research Institute, 46010 Valencia, Spain; (F.J.A.-B.); (H.G.-N.); (J.T.R.)
| | - F. Javier Ampudia-Blasco
- INCLIVA Biomedical Research Institute, 46010 Valencia, Spain; (F.J.A.-B.); (H.G.-N.); (J.T.R.)
- Service of Endocrinology and Nutrition, Hospital Clínico Universitario of Valencia, 46010 Valencia, Spain
- Department of Medicine, University of Valencia, 46010 Valencia, Spain
| | - Herminia González-Navarro
- INCLIVA Biomedical Research Institute, 46010 Valencia, Spain; (F.J.A.-B.); (H.G.-N.); (J.T.R.)
- Department of Biochemistry and Molecular Biology, University of Valencia, 46010 Valencia, Spain
- CIBER de Diabetes y Enfermedades Metabólicas asociadas (CIBERDEM), Institute of Health Carlos III, Minister of Science, Innovation and Universities, 28029 Madrid, Spain
| | - José T. Real
- INCLIVA Biomedical Research Institute, 46010 Valencia, Spain; (F.J.A.-B.); (H.G.-N.); (J.T.R.)
- Service of Endocrinology and Nutrition, Hospital Clínico Universitario of Valencia, 46010 Valencia, Spain
- Department of Medicine, University of Valencia, 46010 Valencia, Spain
- CIBER de Diabetes y Enfermedades Metabólicas asociadas (CIBERDEM), Institute of Health Carlos III, Minister of Science, Innovation and Universities, 28029 Madrid, Spain
| | - Maria Peñarrocha-Diago
- Department of Stomatology, Faculty of Medicine and Dentistry, University of Valencia, 46010 Valencia, Spain;
| | - Sergio Martínez-Hervás
- INCLIVA Biomedical Research Institute, 46010 Valencia, Spain; (F.J.A.-B.); (H.G.-N.); (J.T.R.)
- Service of Endocrinology and Nutrition, Hospital Clínico Universitario of Valencia, 46010 Valencia, Spain
- Department of Medicine, University of Valencia, 46010 Valencia, Spain
- CIBER de Diabetes y Enfermedades Metabólicas asociadas (CIBERDEM), Institute of Health Carlos III, Minister of Science, Innovation and Universities, 28029 Madrid, Spain
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Liu Z, Hu H, Zeng J, Jiang M. Type 2 diabetes increases the risk of mortality and cardiovascular events in ischemic HFmrEF patients: a retrospective cohort study. Diabetol Metab Syndr 2025; 17:115. [PMID: 40186309 PMCID: PMC11969918 DOI: 10.1186/s13098-025-01627-6] [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: 08/08/2024] [Accepted: 02/02/2025] [Indexed: 04/07/2025] Open
Abstract
BACKGROUND Type 2 diabetes mellitus (T2DM) is known to worsen the prognosis of heart failure (HF), but its specific impact on patients with ischemic versus non-ischemic heart failure with mildly reduced ejection fraction (HFmrEF) remains unclear due to limited research and conflicting evidence. METHODS We conducted a retrospective study of 1,691 HFmrEF patients at Xiangtan Central Hospital. Participants were divided into four groups: ischemic with T2DM (467 patients), ischemic without T2DM (856 patients), non-ischemic with T2DM (87 patients), and non-ischemic without T2DM (281 patients). We utilized the Cox proportional hazards model to analyze differences in all-cause mortality and cardiovascular events among the groups. RESULTS After adjusting for multiple confounding factors using the Cox proportional hazards model, the ischemic heart disease and T2DM group had a significantly higher risk of all-cause mortality compared to the ischemic group without T2DM (HR = 1.5, 95% CI = 1.2-1.9, P = 0.001). The risk of cardiovascular events was also significantly increased (HR = 1.3, 95% CI = 1.1-1.5, P = 0.001). In non-ischemic HFmrEF patients, T2DM was not associated with a significantly increased risk of all-cause mortality (HR = 1.0, 95% CI = 0.6-1.7, P = 0.957) or cardiovascular events (HR = 1.3, 95% CI = 0.9-1.9, P = 0.113). CONCLUSION T2DM significantly increases the risk of all-cause mortality and cardiovascular events in ischemic HFmrEF patients, while its impact on non-ischemic HFmrEF patients is limited. These findings underscore the importance of managing T2DM in patients with ischemic HFmrEF.
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Affiliation(s)
- Zhican Liu
- Department of Pulmonary and Critical Care Medicine, Xiangtan Central Hospital, The Affiliated Hospital of Hunan University, Xiangtan, 411100, China
| | - Hailong Hu
- Department of Cardiology, Xiangtan Central Hospital, The Affiliated Hospital of Hunan University, Xiangtan, 411100, China
| | - Jianping Zeng
- Department of Cardiology, Xiangtan Central Hospital, The Affiliated Hospital of Hunan University, Xiangtan, 411100, China.
| | - Mingyan Jiang
- Department of Pulmonary and Critical Care Medicine, Xiangtan Central Hospital, The Affiliated Hospital of Hunan University, Xiangtan, 411100, China.
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Lu H, Ma H, Dong J, Wang J. Association between short-term ambient NO 2 and type 2 diabetes outpatient visits: a time series study in multi-city, China. INTERNATIONAL JOURNAL OF BIOMETEOROLOGY 2025; 69:765-777. [PMID: 40056217 DOI: 10.1007/s00484-025-02854-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 11/16/2024] [Accepted: 12/24/2024] [Indexed: 03/10/2025]
Abstract
As a common chronic disease, type 2 diabetes mellitus (T2DM) and its complications not only jeopardize the health of patients but also impose a heavy economic burden on society and patients' families. Nevertheless, there is a scarcity of evidence regarding the effects of nitrogen dioxide (NO2) on T2DM. In our study, daily data for T2DM outpatients, air pollutants and meteorological factors from January 1, 2018, to December 31, 2020 were collected in three cities: Dingxi, Tianshui and Longnan, an inland province of northwest China. Generalized additive model (GAM) with quasi-Poisson regression combined with the Distributed Lag Non-linear Model (DLNM) were employed to assess the associations between NO2 and daily T2DM outpatients, as well as their lag effects in various cities. We also stratified by gender, age, and season. The results from DLNM revealed that NO2 was significant positively associated with the increase of the number of outpatient visits for T2DM at individual single-day and all cumulative lag days in three cities, with the largest Relative Risk (RR) at lag05, lag05 and lag07 [RR = 1.106 (95%CI: 1.045,1.171) for Dingxi, RR = 1.095 (95%CI: 1.047,1.146) for Tianshui and RR = 1.015 (95%CI: 1.015,1.138) for Longnan]. Stratified analysis of gender, age, and season suggested that the harmful effect of NO2 was greater for males, young people (< 65 years old), and the cold season. In brief, ambient NO2 was associated with the increase in the number of outpatient visits for T2DM in three cities. Our findings suggest that the role of exposure to NO2 in T2DM pathogenesis should be further investigated in China.
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Affiliation(s)
- Huilan Lu
- School of Nursing, Lanzhou University, Lanzhou, 730000, PR China.
| | - Hongran Ma
- School of Public Health, Lanzhou University, Lanzhou, 730000, PR China
| | - Jiyuan Dong
- School of Public Health, Lanzhou University, Lanzhou, 730000, PR China
| | - Jiancheng Wang
- Gansu Health Vocational College, Lanzhou, 730000, People's Republic of China
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Kanbour S, Ageeb RA, Malik RA, Abu-Raddad LJ. Impact of bodyweight loss on type 2 diabetes remission: a systematic review and meta-regression analysis of randomised controlled trials. Lancet Diabetes Endocrinol 2025; 13:294-306. [PMID: 40023186 DOI: 10.1016/s2213-8587(24)00346-2] [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] [Received: 08/15/2024] [Revised: 10/16/2024] [Accepted: 11/07/2024] [Indexed: 03/04/2025]
Abstract
BACKGROUND Bodyweight loss is associated with type 2 diabetes remission; however, the quantitative relationship between the degree of bodyweight loss and the likelihood of remission, after controlling for confounding factors, remains unknown. We aimed to analyse the relationship between the degree of bodyweight loss and diabetes remission after controlling for various confounding factors, and to provide estimates for the effect sizes of these factors on diabetes remission. METHODS This systematic review and meta-regression analysis followed Cochrane and PRISMA guidelines to systematically review, synthesise, and report global evidence from randomised controlled trials done in individuals with type 2 diabetes and overweight or obesity. The outcome was the proportion of participants with complete diabetes remission (HbA1c <6·0% [42 mmol/mol] or fasting plasma glucose [FPG] <100 mg/dL [5·6 mmol/L], or both, with no use of glucose-lowering drugs) or partial diabetes remission (HbA1c <6·5% [48 mmol/mol] or FPG <126 mg/dL [7·0 mmol/L], or both, with no use of glucose-lowering drugs) at least 1 year after a bodyweight loss intervention. We searched PubMed, Embase, and trial registries from database inception up to July 30, 2024. Data were extracted from published reports. Meta-analyses and meta-regressions were performed to analyse the data. The study protocol is registered with PROSPERO (CRD42024497878). FINDINGS We identified 22 relevant publications, encompassing 29 outcome measures of complete diabetes remission and 33 outcome measures of partial remission. The pooled mean proportion of participants with complete remission 1 year after the intervention was 0·7% (95% CI 0·1-4·6) in those with bodyweight loss less than 10%, 49·6% (40·4-58·9) in those with bodyweight loss of 20-29%, and 79·1% (68·6-88·1) in those with bodyweight loss of 30% or greater; no studies reported on complete remission with 10-19% bodyweight loss. The pooled mean proportion of participants with partial remission 1 year after the intervention was 5·4% (95% CI 2·9-8·4) in those with bodyweight loss less than 10%, 48·4% (36·1-60·8) in those with 10-19% bodyweight loss, 69·3% (55·8-81·3) in those with bodyweight loss of 20-29%, and 89·5% (80·0-96·6) in those with bodyweight loss of 30% or greater. There was a strong positive association between bodyweight loss and remission. For every 1 percentage point decrease in bodyweight, the probability of reaching complete remission increased by 2·17 percentage points (95% CI 1·94-2·40) and the probability of reaching partial remission increased by 2·74 percentage points (2·48-3·00). No significant or appreciable associations were observed between age, sex, race, diabetes duration, baseline BMI, HbA1c, insulin use, or type of bodyweight loss intervention and remission. Overall, data were derived from randomised controlled trials with a low risk of bias in all quality domains. INTERPRETATION A robust dose-response relationship between bodyweight loss and diabetes remission was observed, independent of age, diabetes duration, HbA1c, BMI, and type of intervention. These findings highlight the crucial role of bodyweight loss in managing type 2 diabetes and reducing the risk of diabetes-related complications. FUNDING Biomedical Research Program at Weill Cornell Medicine-Qatar and the Qatar National Research Fund (a member of Qatar Foundation).
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Affiliation(s)
- Sarah Kanbour
- AMAN Hospital, Doha, Qatar; Infectious Disease Epidemiology Group, Weill Cornell Medicine-Qatar, Cornell University, Qatar Foundation--Education City, Doha, Qatar.
| | - Rwedah A Ageeb
- Infectious Disease Epidemiology Group, Weill Cornell Medicine-Qatar, Cornell University, Qatar Foundation--Education City, Doha, Qatar; World Health Organization Collaborating Centre for Disease Epidemiology Analytics on HIV/AIDS, Sexually Transmitted Infections, and Viral Hepatitis, Weill Cornell Medicine-Qatar, Cornell University, Qatar Foundation - Education City, Doha, Qatar
| | - Rayaz A Malik
- Research Department, Weill Cornell Medicine-Qatar, Doha, Qatar; Institute of Cardiovascular Medicine, University of Manchester, Manchester, UK
| | - Laith J Abu-Raddad
- Infectious Disease Epidemiology Group, Weill Cornell Medicine-Qatar, Cornell University, Qatar Foundation--Education City, Doha, Qatar; World Health Organization Collaborating Centre for Disease Epidemiology Analytics on HIV/AIDS, Sexually Transmitted Infections, and Viral Hepatitis, Weill Cornell Medicine-Qatar, Cornell University, Qatar Foundation - Education City, Doha, Qatar; Department of Population Health Sciences, Weill Cornell Medicine, Cornell University, New York, NY, USA; Department of Public Health, College of Health Sciences, QU Health, Qatar University, Doha, Qatar; College of Health and Life Sciences, Hamad bin Khalifa University, Doha, Qatar.
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Cerasuolo D, Tejeda-Reyes D, Couchoud C, Guerrot D, Touré-Diabira F, Vacher-Coponat H, Lobbedez T, Morello R, Béchade C, Guittet L. Stroke risk in ADPKD patients treated by dialysis: a retrospective study. Clin Kidney J 2025; 18:sfaf028. [PMID: 40207103 PMCID: PMC11976528 DOI: 10.1093/ckj/sfaf028] [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: 06/30/2024] [Indexed: 04/11/2025] Open
Abstract
Background and hypothesis The risk of ischaemic or haemorrhagic strokes in patients living with end-stage renal disease and receiving replacement therapy is more than double that of non-dialysed individuals. Autosomal dominant polycystic kidney disease (ADPKD) is an inherited systemic disorder associated with renal and non-renal manifestations, including intracerebral aneurysms. The role of underlying nephropathy in determining the onset of the stroke is unclear. Methods All patients who started dialysis between 1 January 2015 and 31 December 2019 were included in the analysis. Data were retrieved from the REIN registry and the French national Health Data System (SNDS). Cases of stroke were extracted from the SNDS by using ICD-10 codes. The first stroke observed during the follow-up, irrespective of its nature, was considered as the event of the main analysis, based on a semi-parametric survival model. Results The analysis included 40 980 patients on dialysis. Overall, 1549 patients experienced stroke during the follow-up. The first stroke was ischaemic in 1148 (74.1%) and haemorrhagic in the remaining 281 patients. The cumulative incidence of stroke on dialysis was 1.58 per 100 person-years (95% CI = 1.51, 1.70). Among 2182 ADPKD patients, only 44 (2%) experienced stroke. ADPKD was not significantly associated with an increased risk of all types of stroke, after considering major risk factors. Conclusions We found no increase in the risk of stroke in ADPKD patients under dialysis. We believe that the findings of our study support a similar screening strategy in ADPKD patients on dialysis compared with patients not on dialysis.
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Affiliation(s)
- Damiano Cerasuolo
- Biostatistics and Clinical Research Unit, Caen-Normandy University Hospital, Caen, France
- ANTICIPE U1086 INSERM, University of Caen Normandy Centre Hospitalier Universitaire de Caen Bâtiment Biologie, Recherche Avenue de la Côte de Nacre CS 30001, 14033, Caen Cedex 9, France
| | - Darbelis Tejeda-Reyes
- Biostatistics and Clinical Research Unit, Caen-Normandy University Hospital, Caen, France
| | - Cécile Couchoud
- REIN Registry, Agence de la Biomédecine, Saint-Denis-La Plaine, France
| | - Dominique Guerrot
- Department of Nephrology, Transplantation and Haemodialysis, Rouen University Hospital, Rouen, France
| | - Fatouma Touré-Diabira
- Department of Nephrology, Dialysis and Transplantation, University Hospital of Limoges, Limoges, France
| | - Henri Vacher-Coponat
- Department of Nephrology, Transplantation and Haemodialysis, La Réunion University Hospital, Saint Denis La Réunion, France
| | - Thierry Lobbedez
- ANTICIPE U1086 INSERM, University of Caen Normandy Centre Hospitalier Universitaire de Caen Bâtiment Biologie, Recherche Avenue de la Côte de Nacre CS 30001, 14033, Caen Cedex 9, France
- Department of Nephrology, Transplantation and Haemodialysis, Caen-Normandy University Hospital, Caen, France
| | - Rémy Morello
- Biostatistics and Clinical Research Unit, Caen-Normandy University Hospital, Caen, France
- ANTICIPE U1086 INSERM, University of Caen Normandy Centre Hospitalier Universitaire de Caen Bâtiment Biologie, Recherche Avenue de la Côte de Nacre CS 30001, 14033, Caen Cedex 9, France
| | - Clémence Béchade
- ANTICIPE U1086 INSERM, University of Caen Normandy Centre Hospitalier Universitaire de Caen Bâtiment Biologie, Recherche Avenue de la Côte de Nacre CS 30001, 14033, Caen Cedex 9, France
- Department of Nephrology, Transplantation and Haemodialysis, Caen-Normandy University Hospital, Caen, France
| | - Lydia Guittet
- ANTICIPE U1086 INSERM, University of Caen Normandy Centre Hospitalier Universitaire de Caen Bâtiment Biologie, Recherche Avenue de la Côte de Nacre CS 30001, 14033, Caen Cedex 9, France
- Public Health Department, Caen-Normandy University Hospital, Caen, France
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Ju C, Xiong X, Lui DTW, Yan VKC, Adesuyan M, Xu M, Ho FK, Wong CKH, Wong ICK, Chan EWY, Wei L. Comparative effect of aspirin versus clopidogrel monotherapy on incident type 2 diabetes in patients with atherosclerotic cardiovascular diseases: A target trial emulation study. Diabetes Res Clin Pract 2025; 222:112082. [PMID: 40064300 DOI: 10.1016/j.diabres.2025.112082] [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: 01/23/2025] [Revised: 02/19/2025] [Accepted: 03/03/2025] [Indexed: 03/16/2025]
Abstract
AIMS To compare the effects of low-dose aspirin and clopidogrel on the risk of incident type 2 diabetes among patients with ASCVD. METHODS This target trial emulation study was performed usingthe IQVIA Medical Research Data UK primary care database, including adults with an incident first ASCVD event who initiated low-dose aspirin or clopidogrel between 2004 and 2021. We applied an overlap weighting approach to balance treatment groups. The observational analogues of intention-to-treat and per-protocol effects were estimated using pooled logistic regression. RESULTS A total of 111,292 ASCVD patients who initiated aspirin (n = 78,012) or clopidogrel (n = 33,280) were included. In intention-to-treat analyses, aspirin and clopidogrel had similar risks of diabetes (Hazard ratio [HR] 1.02, 95 % Confidence interval [CI] 0.96 to 1.07), cardiovascular events (1.00, 0.95 to 1.05), and bleeding events (1.02, 0.97 to 1.08). In per-protocol analyses, risks remained comparable for diabetes (1.06, 0.97 to 1.15), cardiovascular events (0.96, 0.89 to 1.03), and bleeding events (1.01, 0.92 to 1.10). CONCLUSIONS Aspirin and clopidogrel have similar risks of incident diabetes, cardiovascular events, and bleeding events among patients with ASCVD. The choice between these agents may thus be influenced more by factors like cost, patient preference, or tolerance than by clinical outcomes alone.
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Affiliation(s)
- Chengsheng Ju
- Research Department of Practice and Policy, School of Pharmacy, University College London, London, United Kingdom; Institute of Cardiovascular Science, University College London, London, United Kingdom
| | - Xi Xiong
- Research Department of Practice and Policy, School of Pharmacy, University College London, London, United Kingdom; Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China; Laboratory of Data Discovery for Health (D(2)4H), Hong Kong Science and Technology Park, Hong Kong, China
| | - David T W Lui
- Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Vincent K C Yan
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Matthew Adesuyan
- Research Department of Practice and Policy, School of Pharmacy, University College London, London, United Kingdom
| | - Ming Xu
- Department of Clinical Pharmacy, School of Preclinical Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, China
| | - Frederick K Ho
- School of Health and Wellbeing, University of Glasgow, Glasgow, United Kingdom
| | - Carlos K H Wong
- Laboratory of Data Discovery for Health (D(2)4H), Hong Kong Science and Technology Park, Hong Kong, China; Department of Family Medicine and Primary Care, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China; Department of Infectious Disease Epidemiology & Dynamics, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Ian C K Wong
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China; Laboratory of Data Discovery for Health (D(2)4H), Hong Kong Science and Technology Park, Hong Kong, China; Aston Pharmacy School, Aston University, Birmingham, United Kingdom; Advanced Data Analytics for Medical Science (ADAMS) Limited, Hong Kong, China
| | - Esther W Y Chan
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China; Laboratory of Data Discovery for Health (D(2)4H), Hong Kong Science and Technology Park, Hong Kong, China; Department of Pharmacy, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China; The University of Hong Kong Shenzhen Institute of Research and Innovation, Shenzhen, China.
| | - Li Wei
- Research Department of Practice and Policy, School of Pharmacy, University College London, London, United Kingdom; Laboratory of Data Discovery for Health (D(2)4H), Hong Kong Science and Technology Park, Hong Kong, China; Centre for Medicines Optimisation Research and Education, University College London Hospitals NHS Foundation Trust, London, United Kingdom.
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Patterson PD, Hostler D, Muldoon MF, Buysse DJ, Reis SE. Blunted Blood Pressure Dipping During Night Shift Work: Does It Matter? Can We Intervene? Am J Ind Med 2025; 68:313-320. [PMID: 39953922 PMCID: PMC11898159 DOI: 10.1002/ajim.23711] [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] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Revised: 01/09/2025] [Accepted: 01/31/2025] [Indexed: 02/17/2025]
Abstract
Cardiovascular disease (CVD) is the leading cause of adult death in the United States. Numerous studies show that night shift workers face a disproportionately higher risk of CVD compared to non-shift workers. Despite these data, the scientific and medical communities have not identified the physiological mechanisms that contribute to increased CVD risks for night shift workers. We propose that repetitive exposure to blunted blood pressure (BP) dipping associated with sleep loss during night shift work is an important, clinically meaningful, understudied, and modifiable contributor to increased risk of CVD. Blunted BP dipping occurs when BP fails to decrease or "dip" 10%-20% during nighttime hours (typically while sleeping) relative to daytime hours (typically while awake). Blunted BP dipping is widely considered a clinically meaningful indicator of poor cardiovascular health. Previous research suggests it is a common consequence of night shift work and occurs during sleep before and immediately after night shifts. Relatively few studies of shift work and CVD have focused on blunted BP dipping as a mechanism of CVD risk. Recent experimental research shows that restoration of normal BP patterns-during night shift work-is achievable with strategic napping and may reduce the risk of CVD. We present a series of important mechanistic-related questions and next steps for future research focused on blunted BP dipping and night shift work.
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Affiliation(s)
- P. Daniel Patterson
- Department of Emergency MedicineUniversity of Pittsburgh School of MedicinePittsburghPennsylvaniaUSA
- Department of Community Health Services and Rehabilitation Science, Emergency Medicine ProgramSchool of Health and Rehabilitation Sciences, University of PittsburghPittsburghPennsylvaniaUSA
| | - David Hostler
- Department of Exercise and Nutrition SciencesSchool of Public Health and Health Professions, University at Buffalo, The State University of New YorkBuffaloNew YorkUSA
| | - Matthew F. Muldoon
- Heart and Vascular InstituteUniversity of Pittsburgh School of MedicinePittsburghPennsylvaniaUSA
| | - Daniel J. Buysse
- Department of PsychiatryUniversity of PittsburghPittsburghPennsylvaniaUSA
| | - Steven E. Reis
- Department of MedicineUniversity of PittsburghPittsburghPennsylvaniaUSA
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Turgut Ö, Müller P, Hager P, Shit S, Starck S, Menten MJ, Martens E, Rueckert D. Unlocking the diagnostic potential of electrocardiograms through information transfer from cardiac magnetic resonance imaging. Med Image Anal 2025; 101:103451. [PMID: 39793216 DOI: 10.1016/j.media.2024.103451] [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: 08/24/2023] [Revised: 12/12/2024] [Accepted: 12/27/2024] [Indexed: 01/13/2025]
Abstract
Cardiovascular diseases (CVD) can be diagnosed using various diagnostic modalities. The electrocardiogram (ECG) is a cost-effective and widely available diagnostic aid that provides functional information of the heart. However, its ability to classify and spatially localise CVD is limited. In contrast, cardiac magnetic resonance (CMR) imaging provides detailed structural information of the heart and thus enables evidence-based diagnosis of CVD, but long scan times and high costs limit its use in clinical routine. In this work, we present a deep learning strategy for cost-effective and comprehensive cardiac screening solely from ECG. Our approach combines multimodal contrastive learning with masked data modelling to transfer domain-specific information from CMR imaging to ECG representations. In extensive experiments using data from 40,044 UK Biobank subjects, we demonstrate the utility and generalisability of our method for subject-specific risk prediction of CVD and the prediction of cardiac phenotypes using only ECG data. Specifically, our novel multimodal pre-training paradigm improves performance by up to 12.19% for risk prediction and 27.59% for phenotype prediction. In a qualitative analysis, we demonstrate that our learned ECG representations incorporate information from CMR image regions of interest. Our entire pipeline is publicly available at https://github.com/oetu/MMCL-ECG-CMR.
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Affiliation(s)
- Özgün Turgut
- School of Computation, Information and Technology, Technical University of Munich, Germany; School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Germany.
| | - Philip Müller
- School of Computation, Information and Technology, Technical University of Munich, Germany; School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Germany
| | - Paul Hager
- School of Computation, Information and Technology, Technical University of Munich, Germany; School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Germany
| | - Suprosanna Shit
- Department of Quantitative Biomedicine, University of Zurich, Switzerland
| | - Sophie Starck
- School of Computation, Information and Technology, Technical University of Munich, Germany; School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Germany
| | - Martin J Menten
- School of Computation, Information and Technology, Technical University of Munich, Germany; Munich Center for Machine Learning, Munich, Germany; Department of Computing, Imperial College London, United Kingdom
| | - Eimo Martens
- School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Germany
| | - Daniel Rueckert
- School of Computation, Information and Technology, Technical University of Munich, Germany; School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Germany; Munich Center for Machine Learning, Munich, Germany; Department of Computing, Imperial College London, United Kingdom
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Sun Y, Li J, He H, Xing G, Liu Z, Meng Q, Xu M, Huang L, Pan Z, Liao J, Ji C. Stroke Management and Analysis Risk Tool (SMART): An interpretable clinical application for diabetes-related stroke prediction. Nutr Metab Cardiovasc Dis 2025; 35:103841. [PMID: 39939252 DOI: 10.1016/j.numecd.2024.103841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 11/27/2024] [Accepted: 12/19/2024] [Indexed: 02/14/2025]
Abstract
BACKGROUND AND AIMS The growing global burden of diabetes and stroke poses a significant public health challenge. This study aims to analyze factors and create an interpretable stroke prediction model for diabetic patients. METHODS AND RESULTS Data from 20,014 patients were collected from the Affiliated Drum Tower Hospital, Medical School of Nanjing University, between 2021 and 2022. After handling the missing values, feature engineering included LASSO, SVM-RFE, and multi-factor regression techniques. The dataset was split 8:2 for training and testing, with the Synthetic Minority Oversampling Technique (SMOTE) to balance classes. Various machine learning and deep learning techniques, such as Random Forest (RF) and deep neural networks (DNN), have been utilized for model training. SHAP and a dedicated website showed the interpretability and practicality of the model. This study identified 11 factors influencing stroke incidence, with the RF and DNN algorithms achieving AUC values of 0.95 and 0.91, respectively. The Stroke Management and Analysis Risk Tool (SMART) was developed for clinical use. PRIMARY ENDPOINT The predictive performance of SMART in assessing stroke risk in diabetic patients was evaluated using AUC. SECONDARY ENDPOINTS Evaluated accuracy (precision, recall, F1-score), interpretability via SHAP values, and clinical utility, emphasizing user interface. Statistical analysis of EHR data using univariate and multivariate methods, with model validation on a separate test set. CONCLUSIONS An interpretable stroke-predictive model was created for patients with diabetes. This model proposes that standard clinical and laboratory parameters can predict the stroke risk in individuals with diabetes.
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Affiliation(s)
- Yumeng Sun
- Department of Pharmacy, China Pharmaceutical University Nanjing Drum Tower Hospital, #639 Longmian Avenue, Jiangning District, Nanjing, 211198, Jiangsu Province, China; School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, #639 Longmian Avenue, Jiangning District, Nanjing, 211198, Jiangsu Province, China
| | - Jiaxi Li
- Department of Pharmacy, China Pharmaceutical University Nanjing Drum Tower Hospital, #639 Longmian Avenue, Jiangning District, Nanjing, 211198, Jiangsu Province, China
| | - Haiyang He
- School of Science, China Pharmaceutical University, #639 Longmian Avenue, Jiangning District, Nanjing, 211198, Jiangsu Province, China
| | - Gaochang Xing
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, #639 Longmian Avenue, Jiangning District, Nanjing, 211198, Jiangsu Province, China
| | - Zixuan Liu
- School of Science, China Pharmaceutical University, #639 Longmian Avenue, Jiangning District, Nanjing, 211198, Jiangsu Province, China
| | - Qingpeng Meng
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, #639 Longmian Avenue, Jiangning District, Nanjing, 211198, Jiangsu Province, China
| | - Mingjun Xu
- School of Science, China Pharmaceutical University, #639 Longmian Avenue, Jiangning District, Nanjing, 211198, Jiangsu Province, China
| | - Letian Huang
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, #639 Longmian Avenue, Jiangning District, Nanjing, 211198, Jiangsu Province, China
| | - Zhe Pan
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, #639 Longmian Avenue, Jiangning District, Nanjing, 211198, Jiangsu Province, China
| | - Jun Liao
- School of Science, China Pharmaceutical University, #639 Longmian Avenue, Jiangning District, Nanjing, 211198, Jiangsu Province, China.
| | - Cheng Ji
- Department of Pharmacy, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, #321 Zhongshan Road, Gulou District, Nanjing, China.
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Gera A, Latif F, Borra V, Naz S, Mittal V, Ayoobkhan FS, Kumar T, Wajid Z, Deb N, Prasad T, Mattumpuram J, Jaiswal V. Efficacy of glucagon-like peptide-1 receptor agonists for prevention of stroke among patients with and without diabetes: A meta-analysis with the SELECT and FLOW trails. IJC HEART & VASCULATURE 2025; 57:101638. [PMID: 40165866 PMCID: PMC11957674 DOI: 10.1016/j.ijcha.2025.101638] [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: 08/22/2024] [Revised: 01/09/2025] [Accepted: 02/19/2025] [Indexed: 04/02/2025]
Abstract
Background Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) have shown a reduction in major adverse cardiovascular events (MACE) among patients with type 2 diabetes mellitus (T2DM). However, its efficacy on cerebrovascular events is yet to be well established among diabetic and non diabetic patients. Objective We sought to evaluate the efficacy of GLP-1 RAs on stroke risk among its different types in patients with and without Diabetes. Methods We performed a systematic literature search on PubMed, EMBASE, and ClinicalTrials.gov for relevant randomized controlled trials (RCTs) from inspection until 15th July 2024, without any language restrictions. Odds ratios (OR) and 95 % confidence intervals (CI) were pooled using a random-effect model, and a p-value of < 0.05 was considered statistically significant. Results A total of 11 RCTs with 85,373 patients were included (43,339 in GLP-1 RA and 42,034 in the placebo group) in the analysis. The mean age of the patients in GLP-1 RAs and the placebo groups was 63.5 and 63.1 years, respectively. Pooled analysis of primary and secondary endpoints showed that GLP-1 RAs significantly reduced the risk of incidence of stroke by 15 % (OR, 0.85(95 %CI: 0.77-0.93), P < 0.001) and nonfatal stroke by 13 % (OR, 0.87(95 %CI: 0.79-0.95), P < 0.001) compared with placebo. However, the risk of fatal stroke (OR, 0.94(95 %CI: 0.75-1.17), P = 0.56) was comparable between both groups of patients. Similarly, the risk of serious adverse events such as cerebrovascular accident (OR, 0.75(95 %CI: 0.57-1.00), P = 0.05), hemorrhagic stroke (OR, 0.82(95 %CI: 0.42-1.60), P = 0.57, and ischemic stroke (OR, 0.85(95 %CI: 0.64-1.13), P = 0.26) was comparable between GLP-1RAs and placebo. Conclusion Treatment with GLP-1 receptor agonists has beneficial effects in reducing the risk of stroke, and nonfatal stroke in patients with and without diabetes. However, no such effect was observed for fatal stroke.
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Affiliation(s)
- Asmita Gera
- Department of Internal Medicine, Tianjin Medical University, Wuqing District, Tianjin 301700, China
| | - Fakhar Latif
- Department of Medicine, Dow University of Health Sciences, Karachi, Pakistan
| | - Vamsikalyan Borra
- Department of Internal Medicine, The University of Texas Rio Grande Valley, Edinburg, Texas, USA
| | - Sidra Naz
- The University of Texas, MD Anderson Cancer Center, Texas, USA
| | - Vivek Mittal
- Department of Internal Medicine, Trinity Health Oakland/Wayne State University, MI, USA
| | | | - Tushar Kumar
- Department of Cardiothoracic and Abdominal Radiology, University of Washington, Seattle, Washington, USA
| | - Zarghoona Wajid
- Hennepin Healthcare/University of Minnesota, S8, Minneapolis, MN 55415, USA
| | - Novonil Deb
- Department of Medicine, North Bengal Medical College, West Bengal, India
| | - Tanisha Prasad
- Department of Medicine, Royal College of Surgeons, Dublin, Ireland
| | - Jishanth Mattumpuram
- Division of Cardiology, University of Louisville School of Medicine, KY 40202, United States
| | - Vikash Jaiswal
- Department of Cardiovascular Research, Larkin Community Hospital, South Miami, FL, USA
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