Meng Tianjiao, Fei Qinwen, Lv Tian, Chen Shiqin
Department of Neurology, Zhuji Affiliated Hospital of Wenzhou Medical University, Zhuji, China.
Department of Geriatrics, Zhuji Affiliated Hospital of Wenzhou Medical University, Zhuji, China.
Front Aging Neurosci. 2025 Jan 20;17:1517663. doi: 10.3389/fnagi.2025.1517663. eCollection 2025.
Serum Neurofilament Light chain (NfL) is a promising biomarker of neuronal damage, used to assess the extent of neuronal injury and neurodegeneration, and it is widely applied in the diagnosis of neurodegenerative disease and monitoring disease progression. This article aims to determine whether serum NfL associated with cognitive level.
Using NHANES data, we conducted an analysis of cognitive test results for 450 adults aged 60 years and older and examined their correlation with serum NfL levels. When exploring the association between cognitive test scores and serum NfL levels, regression models and restricted cubic spline (RCS) regression models were employed to adjust for potential confounding factors. The least absolute shrinkage and selection operator (LASSO) regression was applied for identifying key cognitive impairment factors, which was then included in the establishment of a risk prediction nomogram model, with the receiver operating characteristic (ROC) curve being built to evaluate its discriminatory power for cognitive impairment.
It was found that there is a strong positive correlation between serum NfL levels and both low total cognitive function (total-CF) OR: 1.028 (95%CI = 1.015-1.041 < 0.001) and low Digit Symbol Substitution Test (DSST) OR: 1.026 (95%CI = 1.003-1.050, = 0.027). Furthermore, using the RCS model, we observed a linear trend in the relationship between NfL and low total-CF. The nomogram model based on NfL identified by LASSO regression displayed a considerable predicative value for low total-CF, with an area under the curve [AUC = 85.6% (81.6-89.3%)].
There is a strong correlation between serum NfL levels and cognitive function, especially DSST, which reflects attention and information processing abilities, as well as overall cognitive function, but not memory and language fluency. Thus, NfL may serve as a serum biomarker for dementia monitoring.
血清神经丝轻链(NfL)是一种很有前景的神经元损伤生物标志物,用于评估神经元损伤和神经退行性变的程度,广泛应用于神经退行性疾病的诊断和疾病进展监测。本文旨在确定血清NfL是否与认知水平相关。
利用美国国家健康与营养检查调查(NHANES)数据,我们对450名60岁及以上成年人的认知测试结果进行了分析,并检查了它们与血清NfL水平的相关性。在探索认知测试分数与血清NfL水平之间的关联时,采用回归模型和受限立方样条(RCS)回归模型来调整潜在的混杂因素。应用最小绝对收缩和选择算子(LASSO)回归来识别关键的认知障碍因素,然后将其纳入风险预测列线图模型的建立中,并构建受试者工作特征(ROC)曲线来评估其对认知障碍的判别能力。
发现血清NfL水平与低总认知功能(总-CF)[比值比(OR):1.028,95%置信区间(CI)=1.015-1.041,P<0.001]和低数字符号替换测验(DSST)[OR:1.026,95%CI=1.003-1.050,P=0.027]之间均存在强正相关。此外,使用RCS模型,我们观察到NfL与低总-CF之间的关系呈线性趋势。基于LASSO回归确定的NfL列线图模型对低总-CF显示出相当大的预测价值,曲线下面积[AUC=85.6%(81.6-89.3%)]。
血清NfL水平与认知功能之间存在强相关性,尤其是与反映注意力和信息处理能力以及整体认知功能的DSST相关,但与记忆和语言流畅性无关。因此,NfL可作为痴呆监测的血清生物标志物。