Ribero Valerie Aponte, Alwan Heba, Efthimiou Orestis, Abolhassani Nazanin, Bauer Douglas C, Henrard Séverine, Christiaens Antoine, Waeber Gérard, Rodondi Nicolas, Gencer Baris, Del Giovane Cinzia
Institute of Primary Health Care (BIHAM), University of Bern, 3012, Bern, Switzerland.
Graduate School for Health Sciences, University of Bern, Mittelstrasse 43, 3012, Bern, Switzerland.
medRxiv. 2023 Mar 13:2023.03.13.23287105. doi: 10.1101/2023.03.13.23287105.
Older and multimorbid adults with type 2 diabetes (T2D) are at high risk of cardiovascular disease (CVD) and chronic kidney disease (CKD). Estimating risk and preventing CVD is a challenge in this population notably because it is underrepresented in clinical trials. Our study aims to (1) assess if T2D and haemoglobin A1c (HbA1c) are associated with the risk of CVD events and mortality in older adults, (2) develop a risk score for CVD events and mortality for older adults with T2D, (3) evaluate the comparative efficacy and safety of novel antidiabetics.
For Aim 1, we will analyse individual participant data on individuals aged ≥65 years from five cohort studies: the Optimising Therapy to Prevent Avoidable Hospital Admissions in Multimorbid Older People study; the Cohorte Lausannoise study; the Health, Aging and Body Composition study; the Health and Retirement Study; and the Survey of Health, Ageing and Retirement in Europe. We will fit flexible parametric survival models (FPSM) to assess the association of T2D and HbA1c with CVD events and mortality. For Aim 2, we will use data on individuals aged ≥65 years with T2D from the same cohorts to develop risk prediction models for CVD events and mortality using FPSM. We will assess model performance, perform internal-external cross validation, and derive a point-based risk score. For Aim 3, we will systematically search randomized controlled trials of novel antidiabetics. Network meta-analysis will be used to determine comparative efficacy in terms of CVD, CKD, and retinopathy outcomes, and safety of these drugs. Confidence in results will be judged using the CINeMA tool.
Aims 1 and 2 were approved by the local ethics committee (Kantonale Ethikkommission Bern); no approval is required for Aim 3. Results will be published in peer-reviewed journals and presented in scientific conferences.
老年及患有多种疾病的2型糖尿病(T2D)成人患心血管疾病(CVD)和慢性肾脏病(CKD)的风险很高。评估风险并预防CVD在这一人群中是一项挑战,尤其是因为他们在临床试验中的代表性不足。我们的研究旨在:(1)评估T2D和糖化血红蛋白(HbA1c)是否与老年人心血管疾病事件风险和死亡率相关;(2)为患有T2D的老年人制定心血管疾病事件和死亡率的风险评分;(3)评估新型抗糖尿病药物的比较疗效和安全性。
对于目标1,我们将分析来自五项队列研究的≥65岁个体的个体参与者数据:优化治疗以预防多病老年人可避免的住院研究;洛桑队列研究;健康、衰老和身体成分研究;健康与退休研究;以及欧洲健康、老龄化和退休调查。我们将拟合灵活的参数生存模型(FPSM)以评估T2D和HbA1c与心血管疾病事件和死亡率的关联。对于目标2,我们将使用来自相同队列的≥65岁T2D个体的数据,使用FPSM开发心血管疾病事件和死亡率的风险预测模型。我们将评估模型性能,进行内部-外部交叉验证,并得出基于点数的风险评分。对于目标3,我们将系统检索新型抗糖尿病药物的随机对照试验。网络荟萃分析将用于确定这些药物在心血管疾病、慢性肾脏病和视网膜病变结局方面的比较疗效以及安全性。将使用CINeMA工具判断对结果的信心。
目标1和2已获得当地伦理委员会(伯尔尼州伦理委员会)批准;目标3无需批准。结果将发表在同行评审期刊上,并在科学会议上展示。