Li Yi-Ming, Xu Xiao-Hu, Ren Li-Na, Xu Xiao-Fan, Dai Yi-Long, Yang Rui-Rui, Jin Cheng-Qiang
Department of Clinical Medicine, Jining Medical University, Jining, Shandong, China.
Medical Laboratory, Affiliated Hospital of Jining Medical University, Jining, Shandong, China.
Front Neurol. 2024 Sep 2;15:1450221. doi: 10.3389/fneur.2024.1450221. eCollection 2024.
Parkinson's disease (PD) is a prevalent disorder of the central nervous system, marked by the degeneration of dopamine (DA) neurons in the ventral midbrain. In the pathogenesis of PD, inflammation hypothesis has been concerned. This study aims to investigate clinical indicators of peripheral inflammation in PD patients and to explore the diagnostic value of neutrophil-to-lymphocyte ratio (NLR), albumin-to-fibrinogen ratio (AFR), and lymphocyte-to-monocyte ratio (LMR) in assessing PD risk.
This study included 186 patients with PD and 201 matched healthy controls (HC) with baseline data. Firstly, the differences of hematological indicators between PD group and healthy participants were compared and analyzed. Univariate and multivariate regression analyses were then conducted. Smooth curve fitting was applied to further validate the relationships between NLR, LMR, AFR, and PD. Subsequently, subgroup analysis was conducted in PD group according to different duration of disease and Hoehn and Yahr (H&Y) stage, comparing differences in clinical indicators. Finally, the receiver operating characteristic (ROC) curve was employed to assess the diagnostic value of NLR, LMR, and AFR in PD.
Compared to the HC group, the PD group showed significantly higher levels of hypertension, diabetes, neutrophil count, monocyte count, CRP, homocysteine, fibrinogen, and NLR. Conversely, levels of LMR, AFR, lymphocyte count, HDL, LDL, TG, TC, uric acid, and albumin were significantly lower. The multivariate regression model indicated that NLR (OR = 1.79, 95% CI: 1.39-2.31, < 0.001), LMR (OR = 0.75, 95% CI: 0.66-0.85, < 0.001), and AFR (OR = 0.79, 95% CI: 0.73-0.85, < 0.001) were significant factors associated with PD. Smooth curve fitting revealed that NLR was positively linked to PD risk, whereas AFR and LMR were inversely associated with it. In ROC curve analysis, the AUC of AFR was 0.7290, the sensitivity was 63.98%, and the specificity was 76.00%. The AUC of NLR was 0.6200, the sensitivity was 50.54%, and the specificity was 71.50%. The AUC of LMR was 0.6253, the sensitivity was 48.39%, and the specificity was 73.00%. The AUC of the combination was 0.7498, the sensitivity was 74.19%, and the specificity was 64.00%.
Our findings indicate that NLR, LMR, and AFR are significantly associated with Parkinson's disease and may serve as diagnostic markers.
帕金森病(PD)是一种常见的中枢神经系统疾病,其特征是中脑腹侧多巴胺(DA)神经元变性。在PD的发病机制中,炎症假说受到关注。本研究旨在调查PD患者外周炎症的临床指标,并探讨中性粒细胞与淋巴细胞比值(NLR)、白蛋白与纤维蛋白原比值(AFR)和淋巴细胞与单核细胞比值(LMR)在评估PD风险中的诊断价值。
本研究纳入了186例PD患者和201例匹配的健康对照(HC),并收集了基线数据。首先,比较并分析PD组与健康参与者之间血液学指标的差异。然后进行单因素和多因素回归分析。应用平滑曲线拟合进一步验证NLR、LMR、AFR与PD之间的关系。随后,根据疾病持续时间和Hoehn与Yahr(H&Y)分期在PD组中进行亚组分析,比较临床指标的差异。最后,采用受试者工作特征(ROC)曲线评估NLR、LMR和AFR在PD中的诊断价值。
与HC组相比,PD组的高血压、糖尿病、中性粒细胞计数、单核细胞计数、CRP、同型半胱氨酸、纤维蛋白原和NLR水平显著更高。相反,LMR、AFR、淋巴细胞计数、高密度脂蛋白、低密度脂蛋白、甘油三酯、总胆固醇、尿酸和白蛋白水平显著更低。多因素回归模型表明,NLR(OR = 1.79,95% CI:1.39 - 2.31,P < 0.001)、LMR(OR = 0.75,95% CI:0.66 - 0.85,P < 0.001)和AFR(OR = 0.79,95% CI:0.73 - 0.85,P < 0.001)是与PD相关的显著因素。平滑曲线拟合显示,NLR与PD风险呈正相关,而AFR和LMR与之呈负相关。在ROC曲线分析中,AFR的AUC为0.7290,灵敏度为63.98%,特异性为76.00%。NLR的AUC为0.6200,灵敏度为50.54%,特异性为71.50%。LMR的AUC为0.6253,灵敏度为48.39%,特异性为73.00%。联合检测的AUC为0.7498,灵敏度为74.19%,特异性为64.00%。
我们的研究结果表明,NLR、LMR和AFR与帕金森病显著相关,可能作为诊断标志物。