Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD 21224, United States.
VA National Center on Homelessness Among Veterans, U.S. Department of Veterans Affairs, Washington, DC 20420, United States; Department of Management, Policy, and Community Health, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX 77030, United States.
Brain Behav Immun. 2024 Jul;119:995-1007. doi: 10.1016/j.bbi.2024.05.005. Epub 2024 May 6.
The study examined how plasma proteome indicators may explain the link between poor cardiovascular health (CVH) and dementia risk.
The present study involved 28,974 UK Biobank participants aged 50-74y at baseline (2006-2010) who were followed-up for ≤ 15 y for incidence of dementia. CVH was calculated using Life's Essential 8 (LE8) total scores. The scores were standardized and reverse coded to reflect poor CVH (LE8z_rev). OLINK proteomics was available on this sample (k = 1,463 plasma proteins). The study primarily tested the mediating effects of the plasma proteome in LE8z_rev-dementia effect. The total effect was decomposed into "mediation only" or pure indirect effect (PIE), "interaction only" or interaction referent (INTREF), "neither mediation nor interaction" or controlled direct effect (CDE), and "both mediation and interaction" or mediated interaction (INTMED).
The study found poorer CVH assessed by LE8z_rev increased the risk of all-cause dementia by 11 % [per 1 SD, hazard ratio, (HR) = 1.11, 95 % CI: 1.03-1.20, p = 0.005). The study identified 11 plasma proteins with strong mediating effects, with GDF15 having the strongest association with dementia risk (per 1 SD, HR = 1.24, 95 % CI: 1.16, 1.33, P < 0.001 when LE8z_rev is set at its mean value) and the largest proportion mediated combining PIE and INTMED (62.6 %; 48 % of TE is PIE), followed by adrenomedullin or ADM. A first principal component with 10 top mediators (TNFRSF1A, GDF15, FSTL3, COL6A3, PLAUR, ADM, GFRAL, ACVRL1, TNFRSF6B, TGFA) mediated 53.6 % of the LE8z_rev-dementia effect. Using all the significant PIE (k = 526) proteins, we used OLINK Insight pathway analysis to identify key pathways, which revealed the involvement of the immune system, signal transduction, metabolism, disease, protein metabolism, hemostasis, membrane trafficking, extracellular matrix organization, developmental biology, and gene expression among others. STRING analysis revealed that five top consistent proteomic mediators were represented in two larger clusters reflecting numerous interconnected biological gene ontology pathways, most notably cytokine-mediated signaling pathway for GDF15 cluster (GO:0019221) and regulation of peptidyl-tyrosine phosphorylation for the ADM cluster (GO:0050730).
Dementia is linked to poor CVH mediated by GDF15 and ADM among several key proteomic markers which collectively explained ∼ 54 % of the total effect.
本研究旨在探讨血浆蛋白质组学指标如何解释心血管健康状况不佳(CVH)与痴呆风险之间的关联。
本研究纳入了 28974 名年龄在 50-74 岁的 UK Biobank 参与者,他们在基线(2006-2010 年)时接受了随访,随访时间不超过 15 年,以观察痴呆的发生情况。CVH 采用 Life's essential 8(LE8)总评分来评估。评分标准化并反向编码以反映较差的 CVH(LE8z_rev)。该样本可进行 OLINK 蛋白质组学分析(k=1463 种血浆蛋白)。该研究主要测试了 LE8z_rev 与痴呆效应之间的血浆蛋白质组的中介效应。总效应分解为“仅中介”或纯间接效应(PIE)、“仅相互作用”或相互作用参照(INTREF)、“无中介也无相互作用”或受控直接效应(CDE)以及“既有中介又有相互作用”或中介相互作用(INTMED)。
研究发现,通过 LE8z_rev 评估的 CVH 较差会使全因痴呆的风险增加 11%(每 1 个标准差,风险比(HR)=1.11,95%CI:1.03-1.20,p=0.005)。研究确定了 11 种具有较强中介效应的血浆蛋白,其中 GDF15 与痴呆风险的相关性最强(每 1 个标准差,HR=1.24,95%CI:1.16,1.33,当 LE8z_rev 设定在平均值时,P<0.001),且 PIE 和 INTMED 联合介导的比例最大(62.6%;TE 的 48%为 PIE),其次是肾上腺髓质素或 ADM。具有 10 个顶级中介物的第一主成分(TNFRSF1A、GDF15、FSTL3、COL6A3、PLAUR、ADM、GFRAL、ACVRL1、TNFRSF6B、TGFA)介导了 LE8z_rev 与痴呆效应之间的 53.6%。使用所有显著的 PIE(k=526)蛋白,我们使用 OLINK Insight 通路分析来识别关键通路,这揭示了免疫系统、信号转导、代谢、疾病、蛋白质代谢、止血、膜转运、细胞外基质组织、发育生物学和基因表达等的参与。STRING 分析显示,五个顶级一致的蛋白质组学中介物代表了两个更大的聚类,反映了许多相互关联的生物学基因本体途径,其中 GDF15 聚类(GO:0019221)的细胞因子介导的信号通路和 ADM 聚类(GO:0050730)的肽酪氨酸磷酸化调节最为显著。
GDF15 和 ADM 介导的痴呆与较差的 CVH 有关,这是几个关键蛋白质组学标志物共同作用的结果,它们共同解释了总效应的~54%。