Evidence mapPaperPMID 41507682Full record

SynthesisNeurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology2026

Elevated neurofilament light chain (NfL) in blood and CSF as a biomarker for Parkinson's disease cognitive impairment: A meta-analysis.

Can Liu, Yingqi Zhang, Ruwei Ou

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In one paragraph

Synthesis in Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Can LiuWest China School of Medicine, Sichuan University, Chengdu, Sichuan, China.
Yingqi ZhangWest China School of Medicine, Sichuan University, Chengdu, Sichuan, China.
Ruwei OuDepartment of Neurology, West China Hospital, Sichuan University, No.37, Guoxue Lane, Chengdu, 610041, Sichuan, China. ouruwei@aliyun.com.ORCID http://orcid.org/0000-0002-9971-6185

Funding

National Science Fund of China 82271272Sichuan Science and Technology Program 2023YFS0265
6 · The paper itself

Abstract

backgroundParkinson’s disease (PD), a progressive neurodegenerative disorder, is linked to cognitive impairment. Neurofilament light chain (NfL) may serve as a biomarker, but its association with cognitive decline in PD remains inconsistent.

methodsWe searched PubMed, Embase, Scopus and Web of Science, identifying 19 eligible studies based on predefined criteria. Methodological quality was assessed using Newcastle–Ottawa Scale (NOS). Diagnostic discriminative performance of NfL was quantified through area under the curve (AUC) with 95% confidence intervals (CI) as effect measure. Meta-analysis employed random-effects models, followed by subgroup analysis, meta-regression, bias risk assessment, and sensitivity analysis.

resultsNfL demonstrated moderate-to-high diagnostic accuracy across three PD cognitive states (pooled AUC = 0.74, 95% CI: 0.70–0.79, P < 0.001), with NfL levels progressively increasing alongside worsening cognitive impairment—from PD with no cognitive impairment (PD-NC) to PD with mild cognitive impairment (PD-MCI) and PD dementia (PDD). Pairwise comparisons revealed AUC values of 0.70 (95% CI: 0.64–0.76) for PD-NC vs. PD-MCI, 0.75 (95% CI: 0.65–0.85) for PD-MCI vs. PDD, and 0.79 (95% CI: 0.73–0.86) for PD-NC vs. PDD. Plasma NfL (AUC = 0.75, 95% CI: 0.70–0.81, P < 0.001) slightly outperformed cerebrospinal fluid NfL (AUC = 0.72, 95% CI: 0.69–0.75, P < 0.001) in reflecting cognitive status and Mini-Mental State Examination (MMSE) scale showed superior utility over Montreal Cognitive Assessment (MoCA) evaluating NfL-cognitive impairment relationship.

conclusionNfL levels are closely associated with severity of cognitive impairment in PD patients and may be a potential biomarker for evaluating cognitive decline.

Indexed as

Cognitive DysfunctionNeurofilament ProteinsParkinson DiseaseBiomarkersHumansBiomarkersneurofilament protein LNeurofilament ProteinsBiomarkersCognitive impairmentMeta-analysisNfLParkinson’s disease

Identifiers

PMID41507682

What Socratic holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.