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Identifying a proteomics signature of cognitive impairment and dementia in blood and cerebrospinal fluid through a mediation analysis framework.

Publication ,  Journal Article
Torrealba-Acosta, G; Yang, S; Calvo-Marín, J; Moghekar, AR; Kamalian, A; Lutz, MW; Alzheimer’s Disease Neuroimaging Initiative
Published in: Neurobiol Aging
January 2026

This study aimed to identify CSF and plasma proteins that mediate the association between age and mild cognitive impairment (MCI) and Alzheimer's disease using mediation analysis. By focusing on proteins significantly associated in both CSF and plasma, we sought to identify biomarkers accessible for clinical applications. Proteomic measurements were obtained from CSF and plasma from a cohort of cognitively normal and MCI patients at the Johns Hopkins Alzheimer's Disease Research Center using Olink Proximity Extension Assay technology. Mediation effects were estimated using single- and multiple-mediator models and validated in three independent datasets: Duke (CSF), ADNI (CSF), and UK Biobank (plasma). Over 3000 proteins in 86 patients were analyzed. Three candidates, leiomodin-1 (LMOD1), glial fibrillary acidic protein (GFAP), and elastin (ELN), met the criteria for mediation in both CSF and plasma. Multiple mediator models demonstrated a significant combined mediation effect on MCI in CSF (OR: 1.122, 95 % CI: 1.026-1.439) and plasma (OR: 1.142, 95 % CI: 1.058-1.410). Across validation cohorts, GFAP consistently showed significant mediation effects (Duke CSF: OR: 1.114, 95 % CI: 1.069-1.206; ADNI: OR: 1.004, 95 % CI: 1.000-1.009; UK Biobank: OR: 1.030, 95 % CI: 1.026-1.034). In contrast, ELN and LMOD1 demonstrated mediation effects in the discovery dataset but were not consistently reproduced in external cohorts. Our findings highlight GFAP as a robust mediator of age-related risk of cognitive impairment across CSF and plasma, supporting its utility as a practical biomarker. ELN and LMOD1 may represent exploratory candidates reflecting extracellular matrix and vascular processes requiring further validation.

Duke Scholars

Published In

Neurobiol Aging

DOI

EISSN

1558-1497

Publication Date

January 2026

Volume

157

Start / End Page

79 / 88

Location

United States

Related Subject Headings

  • Proteomics
  • Neurology & Neurosurgery
  • Middle Aged
  • Male
  • Humans
  • Glial Fibrillary Acidic Protein
  • Female
  • Dementia
  • Cohort Studies
  • Cognitive Dysfunction
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Torrealba-Acosta, G., Yang, S., Calvo-Marín, J., Moghekar, A. R., Kamalian, A., Lutz, M. W., & Alzheimer’s Disease Neuroimaging Initiative. (2026). Identifying a proteomics signature of cognitive impairment and dementia in blood and cerebrospinal fluid through a mediation analysis framework. Neurobiol Aging, 157, 79–88. https://doi.org/10.1016/j.neurobiolaging.2025.10.004
Torrealba-Acosta, Gabriel, Shu Yang, Javier Calvo-Marín, Abhay R. Moghekar, Aida Kamalian, Michael W. Lutz, and Alzheimer’s Disease Neuroimaging Initiative. “Identifying a proteomics signature of cognitive impairment and dementia in blood and cerebrospinal fluid through a mediation analysis framework.Neurobiol Aging 157 (January 2026): 79–88. https://doi.org/10.1016/j.neurobiolaging.2025.10.004.
Torrealba-Acosta G, Yang S, Calvo-Marín J, Moghekar AR, Kamalian A, Lutz MW, et al. Identifying a proteomics signature of cognitive impairment and dementia in blood and cerebrospinal fluid through a mediation analysis framework. Neurobiol Aging. 2026 Jan;157:79–88.
Torrealba-Acosta, Gabriel, et al. “Identifying a proteomics signature of cognitive impairment and dementia in blood and cerebrospinal fluid through a mediation analysis framework.Neurobiol Aging, vol. 157, Jan. 2026, pp. 79–88. Pubmed, doi:10.1016/j.neurobiolaging.2025.10.004.
Torrealba-Acosta G, Yang S, Calvo-Marín J, Moghekar AR, Kamalian A, Lutz MW, Alzheimer’s Disease Neuroimaging Initiative. Identifying a proteomics signature of cognitive impairment and dementia in blood and cerebrospinal fluid through a mediation analysis framework. Neurobiol Aging. 2026 Jan;157:79–88.
Journal cover image

Published In

Neurobiol Aging

DOI

EISSN

1558-1497

Publication Date

January 2026

Volume

157

Start / End Page

79 / 88

Location

United States

Related Subject Headings

  • Proteomics
  • Neurology & Neurosurgery
  • Middle Aged
  • Male
  • Humans
  • Glial Fibrillary Acidic Protein
  • Female
  • Dementia
  • Cohort Studies
  • Cognitive Dysfunction