Blood immune inflammatory indicators predict prognosis in patients with coronary artery disease

Medicine Advances Pub Date : 2023-06-24 DOI:10.1002/med4.24
Ju-E Liu, Shufen Zheng, Kai Chen, Jing Wang, Xiaoqi Liu, Weihua Lai, Qian Zhu, Zhuoyi Wu, Jinxiu Meng, Shuang Xia, Yong Liu, Shilong Zhong
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Abstract

Background

The relationship between the combined hematological parameters and echocardiography and long-term prognosis in patients with coronary artery disease (CAD) remains unclear.

Methods

We examined the ability of hematological parameters to predict all-cause death and major adverse cardiovascular events (MACE) based on Lasso Cox regression analysis. The significant predictors of hematological parameters from the Lasso Cox model were analyzed via multivariate Cox regression analysis and by adjusting for echocardiographic data. We calculated the continuous net reclassification improvement (cNRI) and integrated discrimination improvement (IDI) of the hematological parameters to assess the improvement in prediction.

Results

A low hemoglobin and lymphocyte ratio and high hematocrit, red blood cell distribution width-coefficient of variation, and monocyte ratio significantly increased the risk of MACE and death in CAD patients. Neutrophil-to-lymphocyte ratio was associated with MACE but not death in CAD patients. After adjustment for echocardiographic parameters, hemoglobin, hematocrit, and lymphocyte ratio remained independently related to death and MACE. The addition of hematological and echocardiographic parameters to the Framingham risk score model significantly improved the area under the curve of mortality (0.794 vs. 0.713, p = 0.0007) and reclassification with cNRI of 30.6% (p = 0.002) and IDI of 0.055 (p < 0.001). Mendelian randomization analyses identified that fibrinogen and neutrophil-to-lymphocyte ratio were associated with increased brain natriuretic peptide and decreased left ventricular ejection fraction.

Conclusions

These findings suggest that the blood immune inflammatory indicators fibrinogen and neutrophil-to-lymphocyte ratio were causally associated with the risk of heart failure after CAD. The combination of hematological biomarkers and echocardiography parameters as predictor variables is a useful predictive tool for all-cause mortality in patients with CAD.

Abstract Image

血液免疫炎症指标预测冠状动脉疾病患者的预后
背景冠状动脉疾病(CAD)患者的综合血液学参数和超声心动图与长期预后之间的关系尚不清楚。方法基于Lasso-Cox回归分析,检测血液学参数预测全因死亡和主要心血管不良事件(MACE)的能力。通过多变量Cox回归分析和调整超声心动图数据,分析Lasso-Cox模型血液学参数的重要预测因素。我们计算了血液学参数的连续净重新分类改善(cNRI)和综合判别改善(IDI),以评估预测的改善。结果低血红蛋白和淋巴细胞比率、高红细胞压积、红细胞分布宽度变异系数和单核细胞比率显著增加CAD患者MACE和死亡的风险。中性粒细胞与淋巴细胞比率与冠心病患者的MACE相关,但与死亡无关。调整超声心动图参数后,血红蛋白、红细胞比容和淋巴细胞比率仍然与死亡和MACE独立相关。Framingham风险评分模型中添加血液学和超声心动图参数显著改善了死亡率曲线下面积(0.794 vs.0.713,p=0.0007)和重新分类,cNRI为30.6%(p=0.002),IDI为0.055(p<0.001)脑钠尿肽增加,左心室射血分数降低。结论血液免疫炎症指标纤维蛋白原和中性粒细胞与淋巴细胞的比值与CAD后心力衰竭的风险密切相关。血液学生物标志物和超声心动图参数作为预测变量的组合是CAD患者全因死亡率的有用预测工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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