School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, U.K.
Qatar Metabolic Institute, Hamad Medical Corporation, Doha, Qatar.
Diabetes Care. 2023 Nov 1;46(11):1949-1957. doi: 10.2337/dc23-0602.
To determine the extent to which changes in plasma proteins, previously predictive of cardiometabolic outcomes, predict changes in two diabetes remission trials.
We applied SomaSignal predictive tests (each derived from ∼5,000 plasma protein measurements using aptamer-based proteomics assay) to baseline and 1-year samples of trial intervention (Diabetes Remission Clinical Trial [DiRECT], n = 118, and Diabetes Intervention Accentuating Diet and Enhancing Metabolism [DIADEM-I], n = 66) and control (DiRECT, n = 144, DIADEM-I, n = 76) group participants.
Mean (SD) weight loss in DiRECT (U.K.) and DIADEM-I (Qatar) was 10.2 (7.4) kg and 12.1 (9.5) kg, respectively, vs. 1.0 (3.7) kg and 4.0 (5.4) kg in control groups. Cardiometabolic SomaSignal test results showed significant improvement (Bonferroni-adjusted P < 0.05) in DiRECT and DIADEM-I (expressed as relative difference, intervention minus control) as follows, respectively: liver fat (-26.4%, -37.3%), glucose tolerance (-36.6%, -37.4%), body fat percentage (-8.6%, -8.7%), resting energy rate (-8.0%, -5.1%), visceral fat (-34.3%, -26.1%), and cardiorespiratory fitness (9.5%, 10.3%). Cardiovascular risk (measured with SomaSignal tests) also improved in intervention groups relative to control, but this was significant only in DiRECT (DiRECT, -44.2%, and DIADEM-I, -9.2%). However, weight loss >10 kg predicted significant reductions in cardiovascular risk, -19.1% (95% CI -33.4 to -4.91) in DiRECT and -33.4% (95% CI -57.3, -9.6) in DIADEM-I. DIADEM-I also demonstrated rapid emergence of metabolic improvements at 3 months.
Intentional weight loss in recent-onset type 2 diabetes rapidly induces changes in protein-based risk models consistent with widespread cardiometabolic improvements, including cardiorespiratory fitness. Protein changes with greater (>10 kg) weight loss also predicted lower cardiovascular risk, providing a positive outlook for relevant ongoing trials.
确定先前预测心血管代谢结局的血浆蛋白变化在两项糖尿病缓解试验中预测糖尿病缓解临床试验(DIRECT)和糖尿病干预强化饮食和代谢(DIADEM-I)干预组(n = 118 和 66)和对照组(DIRECT,n = 144,DIADEM-I,n = 76)参与者的基线和 1 年样本中变化的程度。
我们应用了 SomaSignal 预测测试(每个测试均源自使用适体基蛋白组学测定法的约 5000 个血浆蛋白测量值)。
DIRECT(英国)和 DIADEM-I(卡塔尔)的平均(SD)体重减轻分别为 10.2(7.4)kg 和 12.1(9.5)kg,而对照组分别为 1.0(3.7)kg 和 4.0(5.4)kg。心血管代谢 SomaSignal 测试结果显示,DIRECT 和 DIADEM-I 均有显著改善(Bonferroni 调整 P < 0.05),如下所示,分别为:肝脂肪(-26.4%,-37.3%),葡萄糖耐量(-36.6%,-37.4%),体脂百分比(-8.6%,-8.7%),静息能量率(-8.0%,-5.1%),内脏脂肪(-34.3%,-26.1%)和心肺适应能力(9.5%,10.3%)。与对照组相比,干预组的心血管风险(通过 SomaSignal 测试测量)也有所改善,但仅在 DIRECT 中具有统计学意义(DIRECT:-44.2%,DIADEM-I:-9.2%)。然而,体重减轻> 10 kg 可显著降低心血管风险,在 DIRECT 中降低 19.1%(95%CI -33.4 至-4.91),在 DIADEM-I 中降低 33.4%(95%CI -57.3 至-9.6)。DIADEM-I 还在 3 个月时迅速出现代谢改善。
新发 2 型糖尿病患者的体重有意减轻会迅速引起基于蛋白质的风险模型的变化,这些变化与广泛的心血管代谢改善一致,包括心肺适应能力。体重减轻幅度较大(> 10 kg)的蛋白变化也预示着心血管风险较低,这为相关的正在进行的试验提供了积极的前景。