ArticleThe Journal of nutrition2022
BMI and Allostatic Load Are Directly Associated with Longitudinal Increase in Plasma Neurofilament Light among Urban Middle-Aged Adults.
Article in The Journal of nutrition, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 1 of them a synthesis that pooled it.
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Who cites it
25 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Serum levels of neurofilament light chains in pediatric multiple sclerosis: a systematic review and meta-analysis.Journal of neurology · 2023Pooled it
- Can non-pharmacological interventions change levels of neurofilament light in older adults at risk of dementia? A secondary analysis of the SCD-Well randomized clinical trial.The journal of prevention of Alzheimer's disease · 2025Trial
- Evaluating the neurofilament light chain-derived gap between biological and chronological age in multiple sclerosis and controls.Journal of neurology · 2026Article
- Does time heal all wounds? Examining the lasting impact of historic redlining on contemporary racial disparities in allostatic load in Baltimore, Maryland.Ethnicity & health · 2026Article
- Differences in Neurofilament Light Chain, Glial Fibrillary Acidic Protein, and Tau Protein Levels in Patients with Temporal Lobe Epilepsy and Comorbid Depression.Molecular neurobiology · 2026Article
- Disparities in Allostatic Load Among Different Races: A Comprehensive Scoping Review.Journal of racial and ethnic health disparities · 2025Review
- Clinical application of age-derived cut-offs for plasma neurofilament light chain in multiple sclerosis.Journal of neurology · 2025Article
- Plasma homocysteine level and trajectories in association with longitudinal increase in plasma neurofilament light among urban adults.GeroScience · 2025Article
- Allostatic Interoceptive Overload Across Psychiatric and Neurological Conditions.Biological psychiatry · 2025Review
- Emerging Theories of Allostatic-Interoceptive Overload in Neurodegeneration.Current topics in behavioral neurosciences · 2025Review
- Impact of amyloid and cardiometabolic risk factors on prognostic capacity of plasma neurofilament light chain for neurodegeneration.Alzheimer's research & therapy · 2024Observational
- Serum neurofilament light chain as a prognostic marker of all-cause mortality in a national sample of US adults.European journal of epidemiology · 2024Article
- Correlation analysis between smoke exposure and serum neurofilament light chain in adults: a cross-sectional study.BMC public health · 2024Article
- Article
- Pro-Inflammatory Diets Are Associated with Frailty in an Urban Middle-Aged African American and White Cohort.Nutrients · 2023Article
- Role of circulating biomarkers in spinal muscular atrophy: insights from a new treatment era.Frontiers in neurology · 2023Review
- Associations of Midlife Lifestyle and Health Factors with Long-Term Changes in Blood-Based Biomarkers of Alzheimer's Disease and Neurodegeneration.Journal of Alzheimer's disease : JAD · 2023Article
- The Alzheimer's Association appropriate use recommendations for blood biomarkers in Alzheimer's disease.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2022Review
- A predictive coding framework of allostatic-interoceptive overload in frontotemporal dementia.Trends in neurosciences · 2022Review
- The 2022 Lady Estelle Wolfson lectureship on neurofilaments.Journal of neurochemistry · 2022Review
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
backgroundPlasma neurofilament light chain (NfL) is a novel biomarker for age-related neurodegenerative disease. We tested whether NfL may be linked to cardiometabolic risk factors, including BMI, the allostatic load (AL) total score (ALtotal), and related AL continuous components (ALcomp). We also tested whether these relations may differ by sex or by race.
methodsWe used data from the HANDLS (Healthy Aging in Neighborhoods of Diversity across the Life Span) study [n = 608, age at visit 1 (v1: 2004-2009): 30-66 y, 42% male, 58% African American] to investigate associations of initial cardiometabolic risk factors and time-dependent plasma NfL concentrations over 3 visits (2004-2017; mean ± SD follow-up time: 7.72 ± 1.28 y), with outcomes being NfLv1 and annualized change in NfL (δNfL). We used mixed-effects linear regression and structural equations modeling (SM).
resultsBMI was associated with lower initial (γ01 = -0.014 ± 0.002, P < 0.001) but faster increase in plasma NfL over time (γ11 = +0.0012 ± 0.0003, P < 0.001), a pattern replicated for ALtotal. High-sensitivity C-reactive protein (hsCRP), serum total cholesterol, and resting heart rate at v1 were linked with faster plasma NfL increase over time, overall, while being uncorrelated with NfLv1 (e.g., hsCRP × Time, full model: γ11 = +0.004 ± 0.002, P = 0.015). In SM analyses, BMI's association with δNfL was significantly mediated through ALtotal among women [total effect (TE) = +0.0014 ± 0.00038, P < 0.001; indirect effect = +0.00042 ± 0.00019, P = 0.025; mediation proportion = 30%], with only a direct effect (DE) detected among African American adults (TE = +0.0011 ± 0.0004, P = 0.015; DE = +0.0010 ± 0.00048, P = 0.034). The positive associations between ALtotal/BMI and δNfL were mediated through increased glycated hemoglobin (HbA1c) concentrations, overall.
conclusionsCardiometabolic risk factors, particularly elevated HbA1c, should be screened and targeted for neurodegenerative disease, pending comparable longitudinal studies. Other studies examining the clinical utility of plasma NfL as a neurodegeneration marker should account for confounding effects of BMI and AL.
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