Department of Medical Sciences Uppsala University Uppsala Sweden.
Division of Family Medicine and Primary Care Department of Neurobiology, Care Sciences and Society Karolinska Institutet Huddinge Sweden.
J Am Heart Assoc. 2021 Jun 15;10(12):e017900. doi: 10.1161/JAHA.120.017900. Epub 2021 Jun 5.
Background The aim is to study common etiological pathways for 3 major cardiovascular diseases (CVD), as reflected in multiple proteins. Methods and Results Eighty-four proteins were measured using the proximity extension technique in 870 participants in the PIVUS (Prospective Investigation of Uppsala Seniors Study) cohort on 3 occasions (age 70, 75, and 80 years). The sample was followed for incident myocardial infarction, ischemic stroke or heart failure. The same proteins were measured in an independent validation sample, the ULSAM (Uppsala Longitudinal Study of Adult Men) cohort in 595 participants at age 77. During a follow-up of up to 15 years in PIVUS and 9 years in ULSAM, 222 and 167 individuals experienced a CVD. Examining associations with the 3 outcomes separately in a meta-analysis of the 2 cohorts, 6 proteins were related to incident myocardial infarction, 25 to heart failure, and 8 proteins to ischemic stroke following adjustment for traditional risk factors. Growth differentiation factor 15 and tumor necrosis factor-related apoptosis-inducing ligand receptor 2 were related to all 3 CVDs. Including estimated glomerular filtration rate in the models attenuated some of these relationships. Fifteen proteins were related to a composite of all 3 CVDs using a discovery/validation approach when adjusting for traditional risk factors. A selection of 7 proteins by lasso in PIVUS improved discrimination of incident CVD by 7.3% compared with traditional risk factors in ULSAM. Conclusions We discovered and validated associations of multiple proteins with incident CVD. Only a few proteins were associated with all 3 diseases: myocardial infarction, ischemic stroke, and heart failure.
本研究旨在探讨 3 种主要心血管疾病(CVD)的共同病因途径,反映在多种蛋白质中。
在 PIVUS(乌普萨拉老年人前瞻性研究)队列的 870 名参与者中,使用邻近延伸技术测量了 84 种蛋白质,共 3 次(70 岁、75 岁和 80 岁)。该样本随访了心肌梗死、缺血性卒中和心力衰竭的发生情况。在独立验证样本 ULSAM(乌普萨拉成年男性纵向研究)队列的 595 名参与者中,在 77 岁时测量了相同的蛋白质。在 PIVUS 的长达 15 年和 ULSAM 的 9 年的随访中,222 人和 167 人患有 CVD。在对这两个队列的meta分析中,分别对 3 个结局进行检查,发现 6 种蛋白质与心肌梗死事件相关,25 种蛋白质与心力衰竭相关,8 种蛋白质与缺血性卒中和传统危险因素校正后相关。生长分化因子 15 和肿瘤坏死因子相关凋亡诱导配体受体 2 与所有 3 种 CVD 均相关。在模型中纳入估计肾小球滤过率可减弱其中一些关系。在调整传统危险因素后,使用发现/验证方法,15 种蛋白质与所有 3 种 CVD 的复合结局相关。在 PIVUS 中通过lasso 选择 7 种蛋白质,可使 ULSAM 中传统危险因素对 CVD 事件的判别能力提高 7.3%。
我们发现并验证了多种蛋白质与 CVD 事件的相关性。只有少数蛋白质与所有 3 种疾病(心肌梗死、缺血性卒中和心力衰竭)相关。