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血清神经丝轻链水平与 MRI 标志物联合预测缺血性脑卒中患者认知功能。

Combination of Serum Neurofilament Light Chain Levels and MRI Markers to Predict Cognitive Function in Ischemic Stroke.

机构信息

Spaulding Rehabilitation Hospital, the teaching affiliate of Harvard Medical School, Charlestown, MA, USA.

Guangzhou First People's Hospital, Second Affiliated Hospital of South China University of Technology, Guangzhou, Guangdong, China.

出版信息

Neurorehabil Neural Repair. 2021 Mar;35(3):247-255. doi: 10.1177/1545968321989354. Epub 2021 Feb 1.

Abstract

BACKGROUND

It is important to predict poststroke cognitive outcome to guide individualized treatment and prevention strategy. We aimed to evaluate the predictive value of the combination of a serum biomarker for axonal damage (neurofilament light chain [NfL]) and neuroimaging markers (volume of infarction and white matter hyperintensities [WMH]) for neuronal abnormality in poststroke cognitive outcome.

METHODS

A total of 1028 patients were screened; among them, 144 patients with acute ischemic stroke (stroke group) and 30 patients without stroke (control group) were enrolled. Serum NfL levels of samples obtained from both groups were measured through single molecule array assay. Neuroimaging markers of neuroaxonal injury, including infarct volume and WMH in the stroke group were quantified on magnetic resonance images using an in-house MATLAB code (MATLAB 2017; MathWorks). The primary outcome was the functional independence measure (FIM) cognitive subscores on discharge. We assessed the association of serum NfL levels and neuroimaging markers with cognitive outcome. The prognosis value of the combination of serum NfL levels and imaging markers for predicting FIM cognitive subscores on discharge was calculated using the area under curve (AUC) of the receiver operating characteristic.

RESULTS

Serum NfL levels of the stroke group were 9-fold higher than those of the control group (1449.7 vs 157.2 pg/mL, n = 144/30, < .001). There was a correlation of serum NfL levels with infarct volume ( = 0.530, < .001) and functional outcome, including FIM cognitive subscores ( = -0.387, < .001) and FIM motor subscores on admission ( = -0.306, < .001), but not with WMH volume after adjusting for infarct volume ( = -0.196, = .245). Serum NfL levels on admission independently predicted poststroke FIM cognitive subscores on discharge (AUC = 0.672, < .001). The predictive value for poststroke cognitive outcome was improved by combining serum NfL levels with infarct and WMH volume (AUC = 0.760, < .001).

CONCLUSION

The combination of serum NfL levels with volume of infarct and WMH shows an improved predictive value for cognitive function during acute rehabilitation phase after stroke, providing a promising panel of biomarkers for prognosis and guidance of treatment.

摘要

背景

预测卒中后认知结局对于指导个体化治疗和预防策略非常重要。我们旨在评估血清轴索损伤生物标志物(神经丝轻链[NfL])和神经影像学标志物(梗死体积和脑白质高信号[WMH])联合对卒中后认知结局神经元异常的预测价值。

方法

共筛选了 1028 例患者;其中,144 例急性缺血性卒中患者(卒中组)和 30 例无卒中患者(对照组)被纳入研究。采用单分子阵列法检测两组患者的血清 NfL 水平。使用内部 MATLAB 代码(MATLAB 2017;MathWorks)对卒中组的神经轴索损伤神经影像学标志物(包括梗死体积和 WMH)进行量化。主要结局是出院时功能独立性测量(FIM)认知子评分。我们评估了血清 NfL 水平和神经影像学标志物与认知结局的相关性。采用受试者工作特征曲线下面积(AUC)计算血清 NfL 水平和影像学标志物联合预测出院时 FIM 认知子评分的预后价值。

结果

卒中组的血清 NfL 水平是对照组的 9 倍(144 例/30 例,1449.7 vs 157.2 pg/ml,n=144/30,<0.001)。血清 NfL 水平与梗死体积呈正相关(r=0.530,<0.001),与入院时的 FIM 认知子评分(r=-0.387,<0.001)和 FIM 运动子评分(r=-0.306,<0.001)呈负相关,但在校正梗死体积后与 WMH 体积无关(r=-0.196,=0.245)。入院时的血清 NfL 水平独立预测出院时的卒中后 FIM 认知子评分(AUC=0.672,<0.001)。联合血清 NfL 水平与梗死和 WMH 体积可提高对卒中后认知结局的预测价值(AUC=0.760,<0.001)。

结论

血清 NfL 水平联合梗死体积和 WMH 体积对卒中后急性康复阶段的认知功能具有改善的预测价值,为预后和治疗指导提供了有前景的生物标志物组合。

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