From the Department of Epidemiology (C.Z., Z.Z., A.W., Tan Xu, X.B., H.P., J.Y., L.H., Tian Xu, Y.Z.), School of Public Health and Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Medical College of Soochow University, Suzhou, China; Department of Epidemiology (C.Z., J.C., J.H.), Tulane University School of Public Health and Tropical Medicine, New Orleans, LA; Department of Epidemiology (J.Y.), School of Public Health, Guizhou Medical University, Guiyang; Department of Preventive Medicine (L.H.), Zhejiang Provincial Key Laboratory of Pathophysiology, School of Medicine, Ningbo University, Ningbo, China; Department of Medicine (J.C., J.H.), Tulane University School of Medicine, New Orleans, LA; Department of Neurology (Tian Xu), Affiliated Hospital of Nantong University, Nantong; Department of Neurology (Y.P.), Affiliated Hospital of North China University of Science and Technology; Department of Neurology (J.W.), Yutian County Hospital, Tangshan; Department of Epidemiology (Q.L.), School of Public Health, Taishan Medical College, Taian; Department of Neurology (Z.J.), Kerqin District First People's Hospital of Tongliao City, Tongliao; and Department of Neurology (D.G.), Affiliated Hospital of Xuzhou Medical College, Xuzhou, China.
Neurology. 2019 Jan 22;92(4):e295-e304. doi: 10.1212/WNL.0000000000006717. Epub 2018 Dec 14.
To study the prognostic significance of multiple novel biomarkers in combination after ischemic stroke.
We derived data from the China Antihypertensive Trial in Acute Ischemic Stroke, and 12 informative biomarkers were measured. The primary outcome was the combination of death and major disability (modified Rankin Scale score ≥3) at 3 months after ischemic stroke, and secondary outcomes included major disability, death, and vascular events.
In 3,405 participants, 866 participants (25.4%) experienced major disability or died within 3 months. In multivariable analyses, elevated high-sensitive C-reactive protein, complement C3, matrix metalloproteinase-9, hepatocyte growth factor, and antiphosphatidylserine antibodies were individually associated with the primary outcome. Participants with a larger number of elevated biomarkers had increased risk of all study outcomes. The adjusted odds ratios (95% confidence intervals) of participants with 5 elevated biomarkers were 3.88 (2.05-7.36) for the primary outcome, 2.81 (1.49-5.33) for major disability, 5.67 (1.09-29.52) for death, and 4.00 (1.22-13.14) for vascular events, compared to those with no elevated biomarkers. Simultaneously adding these 5 biomarkers to the basic model with traditional risk factors led to substantial reclassification for the combined outcome (net reclassification improvement 28.5%, < 0.001; integrated discrimination improvement 2.2%, < 0.001) and vascular events (net reclassification improvement 37.0%, = 0.001; integrated discrimination improvement 0.8%, = 0.001).
We observed a clear gradient relationship between the numbers of elevated novel biomarkers and risk of major disability, mortality, and vascular events. Incorporation of a combination of multiple biomarkers observed substantially improved the risk stratification for adverse outcomes in ischemic stroke patients.
研究多种新型生物标志物联合应用对缺血性脑卒中预后的意义。
我们从中国急性缺血性脑卒中降压试验中提取数据,并测量了 12 个有意义的生物标志物。主要结局为缺血性脑卒中后 3 个月时的死亡和主要残疾(改良 Rankin 量表评分≥3)的联合,次要结局包括主要残疾、死亡和血管事件。
在 3405 名参与者中,866 名(25.4%)在 3 个月内发生主要残疾或死亡。多变量分析显示,高敏 C 反应蛋白、补体 C3、基质金属蛋白酶-9、肝细胞生长因子和抗磷脂酰丝氨酸抗体升高与主要结局独立相关。具有较多升高标志物的参与者发生所有研究结局的风险增加。具有 5 个升高标志物的参与者的调整后比值比(95%置信区间)为主要结局的 3.88(2.05-7.36),主要残疾的 2.81(1.49-5.33),死亡的 5.67(1.09-29.52)和血管事件的 4.00(1.22-13.14),与无升高标志物的参与者相比。同时将这 5 个生物标志物加入基本模型中的传统危险因素,导致联合结局的再分类有显著改善(净再分类改善 28.5%,<0.001;综合鉴别改善 2.2%,<0.001)和血管事件(净再分类改善 37.0%,=0.001;综合鉴别改善 0.8%,=0.001)。
我们观察到升高的新型生物标志物数量与主要残疾、死亡率和血管事件风险之间存在明显的梯度关系。多种生物标志物联合应用显著改善了缺血性脑卒中患者不良结局的风险分层。