Evidence map›Paper›PMID 42030091›Full record

ArticleEpilepsia2026

Plasma neurofilament light chain: A novel biomarker of neuroaxonal injury associated with depressive symptoms in epilepsy.

Zhiqing Chen, Huaiyu Sun, Jiaai Li, Jingqi Lin, Jingyi Yao, Wuqiong Zhang, Shuai Hou, Hongmei Meng

Abstract read
In one paragraph

Article in Epilepsia, 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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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Zhiqing ChenDepartment of Neurology and Neuroscience Center, First Hospital of Jilin University, Changchun, China.ORCID https://orcid.org/0009-0006-7558-660X
Huaiyu SunDepartment of Neurology and Neuroscience Center, First Hospital of Jilin University, Changchun, China.ORCID https://orcid.org/0009-0004-8473-9175
Jiaai LiDepartment of Neurology and Neuroscience Center, First Hospital of Jilin University, Changchun, China.ORCID https://orcid.org/0000-0002-2159-0826
Jingqi LinDepartment of Neurology and Neuroscience Center, First Hospital of Jilin University, Changchun, China.ORCID https://orcid.org/0009-0000-3204-6933
Jingyi YaoDepartment of Neurology and Neuroscience Center, First Hospital of Jilin University, Changchun, China.ORCID https://orcid.org/0009-0009-2361-2994
Wuqiong ZhangDepartment of Neurology and Neuroscience Center, First Hospital of Jilin University, Changchun, China.ORCID https://orcid.org/0009-0003-3136-7200
Shuai HouDepartment of Neurology and Neuroscience Center, First Hospital of Jilin University, Changchun, China.ORCID https://orcid.org/0009-0005-4134-2634
Hongmei MengDepartment of Neurology and Neuroscience Center, First Hospital of Jilin University, Changchun, China.ORCID https://orcid.org/0000-0001-6418-7300

Funding

Education Department of Jilin Province 2025KC102Jilin Province Medical and Health Talent Special JLSWSRCZX2023-88Jilin Provincial Scientific and Technological Development Program 20240304165SFNational Natural Science Foundation of China 81801145National Natural Science Foundation of China 81871008
6 · The paper itself

Abstract

objectiveDepression is the most common psychiatric comorbidity in patients with epilepsy (PWE) but remains frequently underdiagnosed. Identifying objective biomarkers may improve early detection and intervention. Neurofilament light chain (NfL), a marker of neuroaxonal injury, has been linked to both epilepsy-related neuronal damage and depression, yet its role in comorbidity is unclear.

methodsWe conducted a cross-sectional study including 152 adult PWE recruited from a large tertiary hospital in Northeast China. Depressive symptoms were assessed using the Hamilton Depression Scale (HAMD), and plasma NfL concentrations were measured by enzyme-linked immunosorbent assay. Binary logistic regression models were applied to examine the association between plasma NfL and depressive symptoms, and linear regression models with HAMD scores as a continuous outcome were performed as sensitivity analyses. Both approaches were conducted with adjustment for potential confounders. Receiver operating characteristic (ROC) analysis was conducted to evaluate the discriminative performance of plasma NfL, and k-fold cross-validation (k = 5) was performed to assess the robustness of the ROC analysis.

resultsOf the 152 participants, 61 (40.1%) had depressive symptoms. Higher plasma NfL levels were independently associated with both increased odds of depressive symptoms and higher HAMD scores. ROC analysis demonstrated good discriminative accuracy (area under the curve [AUC] = .838), with an optimal cutoff value of 44.85 pg/mL yielding a sensitivity of .82 and a specificity of .74. The mean AUC obtained from k-fold cross-validation was .842, which was consistent with the overall ROC result. SIGNIFICANCE: These findings suggest that plasma NfL may serve as a candidate biomarker for identifying comorbid depression in epilepsy and provide new insight into shared neurobiological mechanisms.

Indexed as

DepressionEpilepsyNeurofilament ProteinsAdultBiomarkersCross-Sectional StudiesFemaleHumansMaleMiddle AgedROC CurveBiomarkersneurofilament protein LNeurofilament Proteinsbiomarkercomorbiditydepressive symptomsepilepsyneurofilament light chain

Identifiers

PMID42030091
PMCPMC13360898

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.