Department of Cardiology, Institute of Cardiovascular Diseases, Ruijin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China ; and.
Department of Cardiology, RuiJin Hospital/Lu Wan Branch, School of Medicine, Shanghai Jiao Tong University, Shanghai, China .
J Cardiovasc Pharmacol. 2021 May 1;77(5):578-585. doi: 10.1097/FJC.0000000000000996.
Coronary artery disease (CAD) and associated comorbidities such as heart failure (HF) remain the leading cause of morbidity and mortality worldwide attributed to, at least partially, the lack of biomarkers for efficient disease diagnosis. Here, we evaluated the diagnostic potential of serum peptidoglycan recognition protein 1 (PGLYRP1), an important component of the innate immunity and inflammation system, for both CAD and HF. A machine-learning method (random forest) was used to evaluate the clinical utility of circulating PGLYRP1 for diagnosis of CAD and HF in a total of 370 individuals. Causal links of chronic serum PGLYRP1 elevation to both diseases were further explored in ApoE-/- mice. The serum levels of PGLYRP1 were significantly higher in individuals with either chronic CAD or acute coronary syndrome than those in those without coronary artery stenosis (the control group) and even more pronounced in CAD individuals with concomitant HF. Our random forest classifier revealed that this protein performed better than other recommended clinical indicators in distinguishing the CAD from the control individuals. In addition, this protein associates more with the biomarkers of HF including left ventricular ejection fraction than inflammation. Notably, our mice experiment indicated that long-term treatment with recombinant PGLYRP1 could significantly impair the cardiovascular system as reflected from both increased atherogenic lesions and reduced fractional shortening of the left ventricle. Our findings, therefore, supported the circulating levels of PGLYRP1 as a valuable biomarker for both CAD and HF.
冠状动脉疾病 (CAD) 及其相关的合并症,如心力衰竭 (HF),仍然是全球发病率和死亡率的主要原因,至少部分原因是缺乏有效的疾病诊断生物标志物。在这里,我们评估了血清肽聚糖识别蛋白 1 (PGLYRP1) 的诊断潜力,PGLYRP1 是先天免疫和炎症系统的重要组成部分,用于 CAD 和 HF。一种机器学习方法(随机森林)用于评估循环 PGLYRP1 在总共 370 名个体中用于诊断 CAD 和 HF 的临床效用。在 ApoE-/- 小鼠中进一步探索了慢性血清 PGLYRP1 升高与这两种疾病的因果关系。与没有冠状动脉狭窄的个体(对照组)相比,患有慢性 CAD 或急性冠状动脉综合征的个体的血清 PGLYRP1 水平明显升高,而在伴有 HF 的 CAD 个体中则更为明显。我们的随机森林分类器表明,与其他推荐的临床指标相比,这种蛋白质在区分 CAD 与对照组个体方面表现更好。此外,与炎症相比,该蛋白质与 HF 的生物标志物(包括左心室射血分数)的关联更为密切。值得注意的是,我们的小鼠实验表明,重组 PGLYRP1 的长期治疗可显著损害心血管系统,表现为动脉粥样硬化病变增加和左心室缩短分数降低。因此,我们的研究结果支持循环 PGLYRP1 作为 CAD 和 HF 的有价值的生物标志物。