The George Institute for Global Health, University of New South Wales, Sydney, Australia.
Center for Primary Health Care Research, Department of Clinical Sciences, Malmö, Lund University, Malmö, Sweden.
Diabetes Obes Metab. 2024 Dec;26(12):5669-5680. doi: 10.1111/dom.15935. Epub 2024 Sep 10.
Whether apolipoproteins (apolipoprotein A1, apolipoprotein B, apolipoprotein B/apolipoprotein A1 [ApoB/ApoA1] ratio) or very-low-density lipoprotein (VLDL) cholesterol are better risk predictors than established lipid risk markers, and whether there are sex differences, is uncertain, both in general populations and in patients with diabetes. The aim of this study was to assess the association between established risk markers, apolipoproteins and the risk of macro- and microvascular disease and death in a large study of women and men with diabetes and to assess the potential sex differences in the associations.
Established lipid risk markers were studied in 11 140 individuals with type 2 diabetes from the Action in Diabetes and Vascular Disease: Preterax and Diamicron Modified-Release Controlled Evaluation (ADVANCE) trial, and apolipoproteins (A1, B, ApoB/ApoA1 ratio) and VLDL cholesterol from nuclear magnetic resonance (NMR) lipid analyses in biobanked samples from 3586 individuals included in the ADVANCE case-cohort study (ADVANCE CC). Primary outcomes were major macro- and microvascular events and death. Cox proportional hazards models adjusted for confounders were used to quantify the associations (hazard ratio [HR] and 95% confidence intervals [CIs]) between established lipid risk markers and apolipoproteins with study outcomes. To address potential effect modification by sex, we investigated the association between the lipid risk markers and outcomes in subgroup analyses by sex.
There was a lower risk of macrovascular complications for high-density lipoprotein (HDL) cholesterol (HR [95%CI] 0.88 [0.82-0.95]), a higher risk for total cholesterol (1.10 [1.04-1.17]), low-density lipoprotein (LDL) cholesterol (1.15 [1.08-1.22]), non-HDL cholesterol (1.13 [1.07-1.20]) and the total cholesterol/HDL ratio (1.20 [1.14-1.27]) but no significant associations with triglycerides from ADVANCE. There was a higher risk of macrovascular complications for the ApoB/ApoA1 ratio (1.13 [1.03-1.24]) from the ADVANCE CC. Only the ApoB/ApoA1 ratio (1.19 [1.06-1.34]), but none of the established lipid risk markers, was associated with a higher risk of microvascular complications. There were no statistically significant sex differences for any of the established lipid risk markers or apolipoproteins with any outcome. Using C-statistics and net reclassification improvement (NRI) did not detect significant improvement in predicting all outcomes by adding lipids or apolipoproteins to the models with confounding factors only.
CONCLUSIONS/INTERPRETATION: All established lipid risk markers, except triglycerides, were predictors of macrovascular complications, but not microvascular complications, in patients with type 2 diabetes. The ApoB/ApoA1 ratio was associated with major macro- and microvascular complications, but there was no evidence that apolipoproteins are better than established lipid risk markers in predicting cardiovascular complications in patients with type 2 diabetes.
载脂蛋白(载脂蛋白 A1、载脂蛋白 B、载脂蛋白 B/载脂蛋白 A1[ApoB/ApoA1]比值)或极低密度脂蛋白(VLDL)胆固醇是否比既定的血脂风险标志物更能预测风险,以及是否存在性别差异,在一般人群和糖尿病患者中都不确定。本研究旨在评估在一项大型女性和男性糖尿病患者研究中,既定的血脂风险标志物、载脂蛋白与大血管和微血管疾病及死亡风险之间的相关性,并评估这些相关性中潜在的性别差异。
在 ADVANCE 试验(糖尿病和血管疾病行动:Preterax 和 Diamicron 缓释控制评估)中,对 11140 名 2 型糖尿病患者的既定血脂风险标志物进行了研究,并在 ADVANCE 病例队列研究(ADVANCE CC)中纳入的 3586 名患者的生物库样本中使用核磁共振(NMR)脂质分析对载脂蛋白(A1、B、ApoB/ApoA1 比值)和 VLDL 胆固醇进行了研究。主要结局是主要的大血管和微血管事件及死亡。使用 Cox 比例风险模型调整混杂因素,以量化既定血脂风险标志物和载脂蛋白与研究结局之间的相关性(风险比[HR]和 95%置信区间[CI])。为了解决潜在的性别效应修饰问题,我们在亚组分析中研究了性别与脂质风险标志物和结局之间的关系。
高密度脂蛋白(HDL)胆固醇(HR[95%CI]0.88[0.82-0.95])较低与大血管并发症风险降低相关,总胆固醇(1.10[1.04-1.17])、低密度脂蛋白(LDL)胆固醇(1.15[1.08-1.22])、非高密度脂蛋白胆固醇(1.13[1.07-1.20])和总胆固醇/HDL 比值(1.20[1.14-1.27])较高与大血管并发症风险增加相关,但 ADVANCE 中没有发现与甘油三酯相关的显著相关性。ADVANCE CC 中的 ApoB/ApoA1 比值(1.13[1.03-1.24])与大血管并发症风险增加相关。只有 ApoB/ApoA1 比值(1.19[1.06-1.34]),而不是既定的血脂风险标志物,与微血管并发症风险增加相关。对于任何既定的血脂风险标志物或载脂蛋白,与任何结局相关的性别差异均无统计学意义。使用 C 统计量和净重新分类改善(NRI)并未发现通过向仅包含混杂因素的模型中添加脂质或载脂蛋白来显著改善对所有结局的预测。
结论/解释:除甘油三酯外,所有既定的血脂风险标志物均与 2 型糖尿病患者的大血管并发症相关,但与微血管并发症无关。ApoB/ApoA1 比值与主要大血管和微血管并发症相关,但没有证据表明载脂蛋白在预测 2 型糖尿病患者心血管并发症方面优于既定的血脂风险标志物。