Plasma Neurofilament Light Chain in Patients Affected by Alzheimer's Disease with Different Rate of Progression: A Retrospective Study on an ADNI Cohort.
Giuseppe Virga, Bruno Di Marco, Valeria Blandino, Tommaso Piccoli
{"title":"Plasma Neurofilament Light Chain in Patients Affected by Alzheimer's Disease with Different Rate of Progression: A Retrospective Study on an ADNI Cohort.","authors":"Giuseppe Virga, Bruno Di Marco, Valeria Blandino, Tommaso Piccoli","doi":"10.3390/brainsci15090924","DOIUrl":null,"url":null,"abstract":"<p><p><b>Background:</b> Alzheimer's disease (AD) shows highly variable progression rates among individuals. Plasma neurofilament light chain (NfL) has emerged as a potential biomarker of neurodegeneration. <b>Objectives:</b> this study aimed to evaluate the predictive value of plasma NfL in estimating the rate of clinical progression (RoP) in AD. <b>Methods:</b> we retrospectively analyzed 87 AD patients from the Alzheimer's Disease Neuroimaging Initiative (ADNI) database. We stratified patients into two groups based on the median RoP, which was calculated from longitudinal Mini-Mental State Examination (MMSE) score evaluations: slow decliners (SD) and fast decliners (FD). We then compared plasma NfL levels between the two groups and examined their relationship with the progression rate. <b>Results:</b> patients with faster decline rates had higher levels of NfL. Logistic regression (LR) analysis revealed a strong correlation between plasma NfL levels and disease progression rates. Furthermore, a multivariate model incorporating Aβ42 levels improved predictive accuracy. <b>Conclusions:</b> these findings suggest that plasma NfL could serve as a valuable biomarker for monitoring the progression of Alzheimer's disease, identifying patients at greater risk of rapid decline, and optimizing therapeutic strategies and clinical management. Future studies on larger cohorts will be essential to confirm and further explore these observations.</p>","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"15 9","pages":""},"PeriodicalIF":2.8000,"publicationDate":"2025-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12468065/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Brain Sciences","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3390/brainsci15090924","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Alzheimer's disease (AD) shows highly variable progression rates among individuals. Plasma neurofilament light chain (NfL) has emerged as a potential biomarker of neurodegeneration. Objectives: this study aimed to evaluate the predictive value of plasma NfL in estimating the rate of clinical progression (RoP) in AD. Methods: we retrospectively analyzed 87 AD patients from the Alzheimer's Disease Neuroimaging Initiative (ADNI) database. We stratified patients into two groups based on the median RoP, which was calculated from longitudinal Mini-Mental State Examination (MMSE) score evaluations: slow decliners (SD) and fast decliners (FD). We then compared plasma NfL levels between the two groups and examined their relationship with the progression rate. Results: patients with faster decline rates had higher levels of NfL. Logistic regression (LR) analysis revealed a strong correlation between plasma NfL levels and disease progression rates. Furthermore, a multivariate model incorporating Aβ42 levels improved predictive accuracy. Conclusions: these findings suggest that plasma NfL could serve as a valuable biomarker for monitoring the progression of Alzheimer's disease, identifying patients at greater risk of rapid decline, and optimizing therapeutic strategies and clinical management. Future studies on larger cohorts will be essential to confirm and further explore these observations.
期刊介绍:
Brain Sciences (ISSN 2076-3425) is a peer-reviewed scientific journal that publishes original articles, critical reviews, research notes and short communications in the areas of cognitive neuroscience, developmental neuroscience, molecular and cellular neuroscience, neural engineering, neuroimaging, neurolinguistics, neuropathy, systems neuroscience, and theoretical and computational neuroscience. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. Electronic files or software regarding the full details of the calculation and experimental procedure, if unable to be published in a normal way, can be deposited as supplementary material.