ArticlePloS one2022
Association between inflammatory biomarkers and cognitive aging.
Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 2 of them syntheses that pooled it.
What it found
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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.
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.
Who cites it
23 citing papers in PubMed, 2 syntheses or guidelines pooled it, 37 citations in OpenAlex.
- Peripheral immune function and Alzheimer's disease: a living systematic review and critical appraisal.Molecular psychiatry · 2024Pooled it
- Hibiscus sabdariffa (Roselle) calyx: a systematic and meta-analytic review of memory-enhancing, anti-neuroinflammatory and antioxidative activities.Inflammopharmacology · 2023Pooled it
- Biomarkers of cellular senescence predict risk of mild cognitive impairment: Results from the lifestyle interventions for elders (LIFE) study.The journal of nutrition, health & aging · 2025Trial
- Reduced Relapse-Free Survival in Colorectal Cancer Patients with Elevated Soluble CD40 Ligand Levels Improved by Vitamin D Supplementation.Nutrients · 2023Trial
- Associations between plasma biomarkers and changes in cognitive function over two years in people with and without HIV.AIDS (London, England) · 2026Article
- Exploring gut microbiota mechanisms in frailty induced by 5-hydroxymethylfurfural: evidence from mouse models and Mendelian randomization.Nutrition & metabolism · 2026Article
- Metabolic phenotypes and pulmonary function in aging: the mediating roles of cognitive function and depression in CHARLS.BMC public health · 2025Article
- The involvement of microglia and the CXCL16-CXCR6 axis in the recruitment of CD8Scientific reports · 2025Article
- Prediction of late seizures after ischemic stroke using cognitive scores.BMC neurology · 2025Article
- Senescent-like border-associated macrophages regulate cognitive aging via migrasome-mediated induction of paracrine senescence in microglia.Nature aging · 2025Article
- Cognitive Impairment Is Associated with Alterations in Diet Quality and Inflammatory Biomarkers in Older Adults: A Cross-Sectional Analysis of Data Collected from the Microbiome in Aging Gut and Brain (MiaGB) Consortium Cohort.The Journal of nutrition · 2025Article
- Machine learning based prediction of cognitive metrics using major biomarkers in SuperAgers.Scientific reports · 2025Article
- Advanced Glycation End Products in Disease Development and Potential Interventions.Antioxidants (Basel, Switzerland) · 2025Review
- Modeling heterogeneity in cognitive trajectories in the Framingham Heart Study.Frontiers in aging neuroscience · 2025Article
- Decoding brain aging trajectory: predictive discrepancies, genetic susceptibilities, and emerging therapeutic strategies.Frontiers in aging neuroscience · 2025Review
- The heart-brain axis: unraveling the interconnections between cardiovascular and Alzheimer's diseases.Frontiers in cardiovascular medicine · 2025Review
- Inflammatory protein associations with brain MRI measures: Framingham Offspring Cohort.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024Article
- Resistance training's impact on blood biomarkers and cognitive function in older adults with low and high risk of mild cognitive impairment: a randomized controlled trial.European review of aging and physical activity : official journal of the European Group for Research into Elderly and Physical Activity · 2024Article
- Heart Rate Variability and Cognition: A Narrative Systematic Review of Longitudinal Studies.Journal of clinical medicine · 2024Review
- Peripheral inflammatory biomarkers are associated with cognitive function and dementia: Framingham Heart Study Offspring cohort.Aging cell · 2023Article
Corrections and comments
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Authors and funding
9 authors at 2 institutions in 1 country.
Funding
Abstract
Inflammatory cytokines and chemokines related to the innate and adaptive immune system have been linked to neuroinflammation in Alzheimer's Disease, dementia, and cognitive disorders. We examined the association of 11 plasma proteins (CD14, CD163, CD5L, CD56, CD40L, CXCL16, SDF1, DPP4, SGP130, sRAGE, and MPO) related to immune and inflammatory responses with measures of cognitive function, brain MRI and dementia risk. We identified Framingham Heart Study Offspring participants who underwent neuropsychological testing (n = 2358) or brain MRI (n = 2100) within five years of the seventh examination where a blood sample for quantifying the protein biomarkers was obtained; and who were followed for 10 years for incident all-cause dementia (n = 1616). We investigated the association of inflammatory biomarkers with neuropsychological test performance and brain MRI volumes using linear mixed effect models accounting for family relationships. We further used Cox proportional hazards models to examine the association with incident dementia. False discovery rate p-values were used to account for multiple testing. Participants included in the neuropsychological test and MRI samples were on average 61 years old and 54% female. Participants from the incident dementia sample (average 68 years old at baseline) included 124 participants with incident dementia. In addition to CD14, which has an established association, we found significant associations between higher levels of CD40L and myeloperoxidase (MPO) with executive dysfunction. Higher CD5L levels were significantly associated with smaller total brain volumes (TCBV), whereas higher levels of sRAGE were associated with larger TCBV. Associations persisted after adjustment for APOE ε4 carrier status and additional cardiovascular risk factors. None of the studied inflammatory biomarkers were significantly associated with risk of incident all-cause dementia. Higher circulating levels of soluble CD40L and MPO, markers of immune cell activation, were associated with poorer performance on neuropsychological tests, while higher CD5L, a key regulator of inflammation, was associated with smaller total brain volumes. Higher circulating soluble RAGE, a decoy receptor for the proinflammatory RAGE/AGE pathway, was associated with larger total brain volume. If confirmed in other studies, this data indicates the involvement of an activated immune system in abnormal brain aging.
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Registered trials
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.