Evidence map›Paper›PMID 42754972›Full record

ArticleAnnals of clinical and translational neurology2026

Cerebrospinal Fluid Over Plasma Links Analytes to Cognitive Decline in Older Adults at Risk for Alzheimer's Disease.

Jagan A Pillai, Audrey Zhu, Chunxuan Ma, Ming Wang, Yifan Yang, Lynn M Bekris, Maria Khrestian, Frank P DiFilippo, Mikhail Nasrallah, Aaron Burberry and 4 more

Abstract read
In one paragraph

Article in Annals of clinical and translational neurology, 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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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Jagan A PillaiCenter for Brain Health, Cleveland Clinic, Neurological Institute, Cleveland, Ohio, USA.ORCID https://orcid.org/0000-0001-6784-824X
Audrey ZhuCenter for Brain Health, Cleveland Clinic, Neurological Institute, Cleveland, Ohio, USA.ORCID https://orcid.org/0009-0003-2363-5586
Chunxuan MaGenomic Medicine, Cleveland Clinic Research, Cleveland, Ohio, USA.ORCID https://orcid.org/0009-0000-3192-9582
Ming WangDepartment of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA.
Yifan YangDepartment of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA.
Lynn M BekrisDepartment of Laboratory Medicine and Pathology, University of Washington, Seattle, Washington, USA.
Maria KhrestianGenomic Medicine, Cleveland Clinic Research, Cleveland, Ohio, USA.
Frank P DiFilippoDepartment of Radiology, Cleveland Clinic Lerner College of Medicine, Cleveland, Ohio, USA.
Mikhail NasrallahDepartment of Pathology, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA.
Aaron BurberryDepartment of Pathology, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA.
James B LeverenzDepartment of Neurology, University of Washington, Seattle, Washington, USA.
Yuan HouGenomic Medicine, Cleveland Clinic Research, Cleveland, Ohio, USA.
Feixiong ChengGenomic Medicine, Cleveland Clinic Research, Cleveland, Ohio, USA.
Stephen M RaoCenter for Brain Health, Cleveland Clinic, Neurological Institute, Cleveland, Ohio, USA.

Funding

Translational and Therapeutics CoreP30AG072959 · NIA · CLEVELAND CLINIC LERNER COM-CWRU · PI Allison L Kraus · 2021 to 2026
$23.9M
Immune Mechanisms Underlying the Neuroprotective Effects of Physical Activity in Human and Mouse Models of Genetic Risk for Alzheimers DiseaseR01AG022304 · NIA · MEDICAL COLLEGE OF WISCONSIN · PI LAMB, BRUCE T, RAO, STEPHEN MARK · 2003 to 2021
$13.0M
Immune cell activation and associated blood brain barrier changes across different stages of Alzheimer's diseaseR01AG078763 · NIA · CLEVELAND CLINIC LERNER COM-CWRU · PI JAGAN AYYAPPAN PILLAI · 2022 to 2026
$3.0M
Inflammatory Networks Mediating Cognitive Decline In Preclinical Alzheimers DiseaseK23AG055685 · NIA · CLEVELAND CLINIC LERNER COM-CWRU · PI PILLAI, JAGAN AYYAPPAN · 2017 to 2021
$916k
National Institute on Aging (NIA), National Institutes of Health K23AG055685National Institute on Aging (NIA), National Institutes of Health P30AG072959National Institute on Aging (NIA), National Institutes of Health R01AG022304National Institute on Aging (NIA), National Institutes of Health R01AG078763NIA NIH HHS K23 AG055685NIA NIH HHS P30 AG072959NIA NIH HHS R01 AG022304NIA NIH HHS R01 AG078763
6 · The paper itself

Abstract

objectiveTo identify inflammatory analytes in cerebrospinal fluid (CSF) and plasma associated with cognitive decline in cognitively normal (CN) older adults at risk for Alzheimer's disease (AD).

methodsIn a longitudinal study of 118 CN older adults (65-80 years, 54% APOE ε4, 26% preclinical AD), 1331 CSF and 1501 plasma analytes were quantified at baseline and 2-year follow-up using SomaLogic, with key inflammatory findings validated on the Luminex platform. Linear models (Limma), adjusted for age, sex, APOEε4, and amyloid-positive status, identified pathology-associated analytes. Co-expression network and multivariable modeling defined hub analytes and enriched pathways. To assess robustness, a targeted panel of 94 inflammation-related analytes was analyzed using best subsets regression to derive parsimonious models based on adjusted R

resultsCSF proteomics revealed stronger APOEε4 and amyloid-associated analyte signatures than plasma. Forty-four CSF analytes were co-regulated by APOEε4 and amyloid-positive status, forming central network hubs (e.g., EFNB2, NPTN, UNC5D) enriched in axon guidance, synaptic signaling, and extracellular matrix pathways. In contrast, inflammatory analytes including eotaxin-1 and IL-17 pathway-related molecules were associated with longitudinal cognitive decline, with stronger effects observed in females. Eotaxin-1 demonstrated the most consistent predictive performance across analytic methods, subsets, and assay platforms, whereas network hub analytes were not predictive of cognitive outcomes.

interpretationCSF reflects strong APOEε4/amyloid related proteomic network alterations linked to cognitive decline, while plasma provides weaker but complementary signals. CSF inflammatory signaling, particularly eotaxin-1, may serve as a correlate of longitudinal cognitive decline in cognitively normal older adults at risk for AD.

Indexed as

alzheimer's diseasecerebrospinal fluidinflammationlongitudinal cognitive declineolder adultsplasmapreclinical ADproteomicssystems biology

Identifiers

PMID42754972
PMCPMC13586066

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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.