Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2025 Mar;2(1):1-8.
doi: 10.4103/agingadv.agingadv-d-24-00021. Epub 2025 Feb 6.

Biological aging and its association with serum neurofilament light chain levels in middle-aged African Americans: a prospective observational study

Affiliations

Biological aging and its association with serum neurofilament light chain levels in middle-aged African Americans: a prospective observational study

Man-Kit Lei et al. Aging Adv. 2025 Mar.

Abstract

This study examines the association between DNA methylation-based epigenetic aging indices and neurofilament light chain levels in middle-aged African Americans to advance the understanding of neurodegeneration and cognitive decline. Epigenetic aging was assessed in samples from 2008 and 2019 by applying HorvathAgeAccel, HannumAgeAccel, PhenoAgeAccel, GrimAgeAccel, and DunedinPACE. Controlling for financial strain, exercise, age, gender, cell-type composition, and APOE-ε4, second- and third-generation DNA methylation-based aging-PhenoAgeAccel, GrimAgeAccel, and DunedinPACE-were significantly associated with serum neurofilament light chain levels. In contrast, first-generation DNA methylation-based clocks, including HorvathAgeAccel and HannumAgeAccel, were not significantly related to neurofilament light chain. These findings suggest that newer DNA methylation-based aging indices are more strongly associated with neurodegenerative biomarkers. Integrating advanced DNA methylation-based clocks with neurofilament light chain levels may improve early detection of cognitive decline and dementia, supporting personalized medicine by identifying biological aging profiles linked to neurodegenerative risks.

Keywords: DNA methylation; accelerated epigenetic aging; aging; neurodegeneration; neurofilament light chain.

PubMed Disclaimer

Conflict of interest statement

Conflicts of interest: None of the authors has any conflict of interest regarding this article or the research reported therein.

Figures

Figure 1 |
Figure 1 |. A schematic overview of the study.
NfL: Neurofilament light chain.
Figure 2 |
Figure 2 |
Density plot of neurofilament light chain (NfL) levels from adults participating in the Family and Community Health Study (FACHS), 2019.
Figure 3 |
Figure 3 |
Heatmap showing the correlation coefficients among DNA methylation (DNAm)-based aging indices, cortical clock, and logged neurofilament light chain (NfL) levels from adults participating in the Family and Community Health Study (FACHS), 2019.
Figure 4 |
Figure 4 |
Depicts the change in logged neurofilament light chain (NfL) levels in adults participating in the Family and Community Health Study (FACHS) from 2008 to 2019, in association with (A) PhenoAgeAccel, (B) GrimAgeAccel, and (C) DunedinPACE.

References

    1. López-Otín C, Blasco MA, Partridge L, Serrano M, Kroemer G. Hallmarks of aging: An expanding universe. Cell. 2023;186(2):243–278. doi: 10.1016/j.cell.2022.11.001 - DOI - PubMed
    1. Musci RJ, Raghunathan RS, Johnson SB, et al. Using epigenetic clocks to characterize biological aging in studies of children and childhood exposures: a systematic review. Prev Sci. 2023;24(7):1398–1423. doi: 10.1007/s11121-023-01576-4 - DOI - PMC - PubMed
    1. Oblak L, van der Zaag J, Higgins-Chen AT, Levine ME, Boks MP. A systematic review of biological, social and environmental factors associated with epigenetic clock acceleration. Ageing Res Rev. 2021;69:101348. doi: 10.1016/j.arr.2021.101348 - DOI - PubMed
    1. Horvath S, Raj K. DNA methylation-based biomarkers and the epigenetic clock theory of ageing. Nat Rev Genet. 2018;19(6):371–384. doi: 10.1038/s41576-018-0004-3 - DOI - PubMed
    1. Lei MK, Berg MT, Simons RL, Beach SRH. Neighborhood structural disadvantage and biological aging in a sample of Black middle age and young adults. Soc Sci Med. 2022;293:114654. doi: 10.1016/j.socscimed.2021.114654 - DOI - PMC - PubMed

LinkOut - more resources