Evidence map›Paper›PMID 41984524›Full record

ArticleMediators of inflammation2026

The Nonlinear Relationship Between the Aggregate Index of Systemic Inflammation and Serum Neurofilament Light Chain Levels in U.S. Adults: A Cross-Sectional Study.

Jun Wei, Yang Liu, Jun Zhang

Abstract read
In one paragraph

Article in Mediators of inflammation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Jun WeiSchool of Basic Medical Sciences, Jilin Medical University, Jilin, 132013, Jilin Province, China, jlu.edu.cn.ORCID https://orcid.org/0009-0007-3872-2673
Yang LiuSchool of Basic Medical Sciences, Jilin Medical University, Jilin, 132013, Jilin Province, China, jlu.edu.cn.ORCID https://orcid.org/0009-0006-7818-2926
Jun ZhangSchool of Basic Medical Sciences, Jilin Medical University, Jilin, 132013, Jilin Province, China, jlu.edu.cn.ORCID https://orcid.org/0009-0003-1100-7646

Funding

Department of Science and Technology of Jilin Province YDZJ202301ZYTS455Education Department of Jilin Province JJKH20230542KJ
6 · The paper itself

Abstract

backgroundSystemic inflammation is linked to chronic diseases. This study examines the relationship between the aggregate index of systemic inflammation (AISI) and serum neurofilament light chain (sNfL), a marker of neuronal damage.

methodsData were obtained from the 2013-2014 National Health and Nutrition Examination Survey (NHANES). Participants with complete data on AISI and sNfL were included. Multiple linear regression and subgroup analyses were used to assess the association, and the nonlinear relationship was explored through smoothed curve fitting and threshold effect analyses.

resultsAmong 2,061 adults in NHANES 2013-2014, ln AISI was positively associated with sNfL (pg/mL) (fully adjusted β = 2.78 per 1-unit increase; 95% CI: 1.41-4.15; p < 0.0001). By quartiles of ln AISI, sNfL was higher in Q4 vs. Q1 (β = 6.22, 95% CI: 3.57-8.88; p < 0.0001), whereas Q2-Q3 were not significant after full adjustment; p for trend < 0.0001. Nonlinearity analysis identified an inflection at ln AISI = 4.34: below this value the estimate was negative and nonsignificant (β = -8.82; 95% CI: -18.10-0.46; p = 0.0627), whereas above it the association was positive and significant (β = 3.55; 95% CI: 2.05-5.04; p < 0.0001; likelihood ratio p = 0.013). Effect modification was observed by age (p for interaction = 0.0068), BMI (p for interaction = 0.0174), diabetes (p for interaction = 0.0004), hypertension (p for interaction = 0.0436), alcohol use (p for interaction = 0.0133), and stroke history (p for interaction = 0.0033).

conclusionIn the U.S. population, higher ln AISI values were independently associated with increased sNfL levels. A nonlinear relationship was observed between ln AISI and sNfL. This suggests that AISI may represent an important marker associated with sNfL levels beyond traditional clinical factors, and further studies are needed to better explore their association and potential underlying biological mechanisms.

Indexed as

InflammationNeurofilament ProteinsAdultAgedBiomarkersCross-Sectional StudiesFemaleHumansMaleMiddle AgedNutrition SurveysUnited StatesBiomarkersneurofilament protein LNeurofilament Proteinsaggregate index of systemic inflammationcross-sectional studyneurological functionNHANESserum neurofilament light chain

Identifiers

PMID41984524
PMCPMC13082362

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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 OpenQuestion graph.