Peterson Tess E, Lima Joao A C, Shah Sanjiv J, Bluemke David A, Bertoni Alain G, Liu Yongmei, Ngo Debby, Varadarajan Vinithra, Mychaleckyj Josyf C, Johnson Craig W, Psaty Bruce M, Clish Clary B, Taylor Kent D, Durda Peter, Tracy Russell P, Gerszten Robert E, Rich Stephen S, Rotter Jerome I, Post Wendy S, Pankow James S
Division of Cardiology, Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.
Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.
ESC Heart Fail. 2025 Feb;12(1):239-249. doi: 10.1002/ehf2.15073. Epub 2024 Sep 12.
Proteomic profiling offers an expansive approach to biomarker discovery and mechanistic hypothesis generation for LV remodelling, a critical component of heart failure (HF). We sought to identify plasma proteins cross-sectionally associated with left ventricular (LV) size and geometry in a diverse population-based cohort without known cardiovascular disease (CVD).
Among participants of the Multi-Ethnic Study of Atherosclerosis (MESA), we quantified plasma abundances of 1305 proteins using an aptamer-based platform at exam 1 (2000-2002) and exam 5 (2010-2011) and assessed LV structure by cardiac magnetic resonance (CMR) at the same time points. We used multivariable linear regression with robust variance to assess cross-sectional associations between plasma protein abundances and LV structural characteristics at exam 1, reproduced findings in later-life at exam 5, and explored relationships of associated proteins using annotated enrichment analysis. We studied 763 participants (mean age 60 ± 10 years at exam 1; 53% female; 19% Black race; 31% Hispanic ethnicity). Following adjustment for renal function and traditional CVD risk factors, plasma levels of 3 proteins were associated with LV mass index at both time points with the same directionality (FDR < 0.05): leptin (LEP), renin (REN), and cathepsin-D (CTSD); 20 with LV end-diastolic volume index: LEP, NT-proBNP, histone-lysine N-methyltransferase (EHMT2), chordin-like protein 1 (CHRDL1), tumour necrosis factor-inducible gene 6 protein (TNFAIP6), NT-3 growth factor receptor (NTRK3), c5a anaphylatoxin (C5), neurogenic locus notch homologue protein 3 (NOTCH3), ephrin-B2 (EFNB2), osteomodulin (OMD), contactin-4 (CNTN4), gelsolin (GSN), stromal cell-derived factor 1 (CXCL12), calcineurin subunit B type 1 (PPP3R1), insulin-like growth factor 1 receptor (IGF1R), bone sialoprotein 2 (IBSP), interleukin-11 (IL-11), follistatin-related protein 1 (FSTL1), periostin (POSTN), and biglycan (BGN); and 4 with LV mass-to-volume ratio: RGM domain family member B (RGMB), transforming growth factor beta receptor type 3 (TGFBR3), ephrin-A2 (EFNA2), and cell adhesion molecule 3 (CADM3). Functional annotation implicated regulation of the PI3K-Akt pathway, bone morphogenic protein signalling, and cGMP-mediated signalling.
We report proteomic profiling of LV size and geometry, which identified novel associations and reinforced previous findings on biomarker candidates for LV remodelling and HF. If validated, these proteins may help refine risk prediction and identify novel therapeutic targets for HF.
蛋白质组学分析为生物标志物发现以及心力衰竭(HF)的关键组成部分——左心室重构的机制假说生成提供了一种广泛的方法。我们试图在一个无已知心血管疾病(CVD)的多样化人群队列中,横断面识别与左心室(LV)大小和几何形状相关的血浆蛋白。
在动脉粥样硬化多族裔研究(MESA)的参与者中,我们在第1次检查(2000 - 2002年)和第5次检查(2010 - 2011年)时使用基于适体的平台对1305种蛋白质的血浆丰度进行了定量,并在相同时间点通过心脏磁共振(CMR)评估了左心室结构。我们使用具有稳健方差的多变量线性回归来评估第1次检查时血浆蛋白丰度与左心室结构特征之间的横断面关联,在第5次检查时重现晚年的研究结果,并使用注释富集分析探索相关蛋白质之间的关系。我们研究了763名参与者(第1次检查时平均年龄60±10岁;53%为女性;19%为黑人种族;31%为西班牙裔)。在调整肾功能和传统心血管疾病风险因素后,3种蛋白质的血浆水平在两个时间点均与左心室质量指数呈相同方向的关联(FDR<0.05):瘦素(LEP)、肾素(REN)和组织蛋白酶-D(CTSD);20种与左心室舒张末期容积指数相关:LEP、N末端脑钠肽前体(NT-proBNP)、组蛋白赖氨酸N-甲基转移酶(EHMT2)、类脊索蛋白1(CHRDL1)、肿瘤坏死因子诱导基因6蛋白(TNFAIP6)、神经营养因子3生长因子受体(NTRK3)、C5a过敏毒素(C5)、神经源性位点Notch同源蛋白3(NOTCH3)、 Ephrin-B2(EFNB2)、骨调节蛋白(OMD)、接触蛋白-4(CNTN4)、凝溶胶蛋白(GSN)、基质细胞衍生因子1(CXCL12)、钙调神经磷酸酶B亚基1型(PPP3R1)、胰岛素样生长因子1受体(IGF1R)、骨唾液蛋白2(IBSP)、白细胞介素-11(IL-11)、卵泡抑素相关蛋白1(FSTL1)、骨膜蛋白(POSTN)和双糖链蛋白聚糖(BGN);4种与左心室质量与容积比相关:RGM结构域家族成员B(RGMB)、转化生长因子β受体3型(TGFBR3)、Ephrin-A2(EFNA2)和细胞粘附分子3(CADM3)。功能注释涉及PI3K-Akt途径、骨形态发生蛋白信号传导和cGMP介导的信号传导的调节。
我们报告了左心室大小和几何形状的蛋白质组学分析,该分析确定了新的关联,并加强了先前关于左心室重构和心力衰竭生物标志物候选物的研究结果。如果得到验证,这些蛋白质可能有助于完善风险预测并确定心力衰竭的新治疗靶点。