{"title":"Peripheral Inflammatory Biomarkers in Parkinson's Disease: Clinical Correlations and Stratification.","authors":"Guo-Yun Jiang, Fan Li, Jin-Hui Yin, Ling-Xiao Cao","doi":"10.1007/s10571-026-01708-8","DOIUrl":null,"url":null,"abstract":"<p><p>Growing evidence underscores neuroinflammation's role in Parkinson's disease (PD), with accumulating evidence suggesting a potential role for peripheral inflammation. The clinical applicability and mechanistic relevance of peripheral inflammatory biomarkers in PD remain to be fully elucidated. We analyzed data from the Parkinson's Progression Markers Initiative (PPMI), including longitudinal clinical assessments, blood counts, cerebrospinal fluid (CSF) biomarkers, and genetic data. Six peripheral inflammatory indices were derived: neutrophil-to-lymphocyte ratio (NLR), monocyte-to-lymphocyte ratio (MLR), platelet-to-lymphocyte ratio (PLR), systemic immune-inflammation index (SII), systemic inflammation response index (SIRI), and aggregate index of systemic inflammation (AISI). Spearman correlation, multiple linear regression, and generalized estimating equations were employed to examine associations. Unsupervised k-means clustering was performed to identify distinct inflammatory clusters, with differences assessed using ANCOVA analysis. NLR and SII were significantly elevated in PD, with NLR showing the strongest association. Peripheral inflammatory biomarkers showed distinct clinical correlations, with NLR demonstrating associations with both non-motor (cognitive decline, olfactory impairment, and depression, p < 0.001) and motor symptoms (p < 0.001). SII, and SIRI showed correlations with motor progression (p < 0.001), while SII additionally associated with sleepiness disorders (p < 0.001). Cluster analysis identified two distinct inflammatory clusters: a high-inflammation cluster demonstrating significantly worse cognitive function (p = 0.008), olfactory impairment (p < 0.001), and autonomic dysfunction (p < 0.001) at baseline, along with accelerated motor (p = 0.038) and cognitive decline (p < 0.001) during follow-up. This high-inflammation cluster also showed elevated CSF neurodegeneration markers including pTau, tTau, NfL, and GFAP (p < 0.05). Peripheral inflammatory biomarkers show robust associations with clinical features in PD, highlighting their potential as markers associated with disease features and progression, and suggesting a basis for inflammatory-based subgrouping.</p>","PeriodicalId":9742,"journal":{"name":"Cellular and Molecular Neurobiology","volume":" ","pages":""},"PeriodicalIF":7.4000,"publicationDate":"2026-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13009453/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cellular and Molecular Neurobiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s10571-026-01708-8","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"CELL BIOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Growing evidence underscores neuroinflammation's role in Parkinson's disease (PD), with accumulating evidence suggesting a potential role for peripheral inflammation. The clinical applicability and mechanistic relevance of peripheral inflammatory biomarkers in PD remain to be fully elucidated. We analyzed data from the Parkinson's Progression Markers Initiative (PPMI), including longitudinal clinical assessments, blood counts, cerebrospinal fluid (CSF) biomarkers, and genetic data. Six peripheral inflammatory indices were derived: neutrophil-to-lymphocyte ratio (NLR), monocyte-to-lymphocyte ratio (MLR), platelet-to-lymphocyte ratio (PLR), systemic immune-inflammation index (SII), systemic inflammation response index (SIRI), and aggregate index of systemic inflammation (AISI). Spearman correlation, multiple linear regression, and generalized estimating equations were employed to examine associations. Unsupervised k-means clustering was performed to identify distinct inflammatory clusters, with differences assessed using ANCOVA analysis. NLR and SII were significantly elevated in PD, with NLR showing the strongest association. Peripheral inflammatory biomarkers showed distinct clinical correlations, with NLR demonstrating associations with both non-motor (cognitive decline, olfactory impairment, and depression, p < 0.001) and motor symptoms (p < 0.001). SII, and SIRI showed correlations with motor progression (p < 0.001), while SII additionally associated with sleepiness disorders (p < 0.001). Cluster analysis identified two distinct inflammatory clusters: a high-inflammation cluster demonstrating significantly worse cognitive function (p = 0.008), olfactory impairment (p < 0.001), and autonomic dysfunction (p < 0.001) at baseline, along with accelerated motor (p = 0.038) and cognitive decline (p < 0.001) during follow-up. This high-inflammation cluster also showed elevated CSF neurodegeneration markers including pTau, tTau, NfL, and GFAP (p < 0.05). Peripheral inflammatory biomarkers show robust associations with clinical features in PD, highlighting their potential as markers associated with disease features and progression, and suggesting a basis for inflammatory-based subgrouping.
期刊介绍:
Cellular and Molecular Neurobiology publishes original research concerned with the analysis of neuronal and brain function at the cellular and subcellular levels. The journal offers timely, peer-reviewed articles that describe anatomic, genetic, physiologic, pharmacologic, and biochemical approaches to the study of neuronal function and the analysis of elementary mechanisms. Studies are presented on isolated mammalian tissues and intact animals, with investigations aimed at the molecular mechanisms or neuronal responses at the level of single cells. Cellular and Molecular Neurobiology also presents studies of the effects of neurons on other organ systems, such as analysis of the electrical or biochemical response to neurotransmitters or neurohormones on smooth muscle or gland cells.