# Associations between metabolic and cardiovascular biomarkers and cognition in a nationally representative sample

**Authors:** Adea Rich, Sheina Emrani, Kristen George, Jennifer Manly, Richard Jones, Zachary Kunicki

PMC · DOI: 10.1093/geroni/igaf122.3227 · 2025-12-31

## TL;DR

This study explores how metabolic and cardiovascular biomarkers relate to cognitive performance in older adults using a national sample.

## Contribution

The study identifies specific biomarker associations with cognitive domains in a nationally representative sample of older adults.

## Key findings

- Higher cystatin C levels are linked to poorer language fluency and executive function in older adults.
- Elevated A1C is associated with reduced executive function performance.
- Cystatin C levels differ significantly across cognitive diagnostic groups.

## Abstract

Inflammatory, metabolic, and cardiovascular dysregulation contribute to cognitive impairment and Alzheimer’s disease and Alzheimer’s disease and related dementias (AD/ADRD) in older adults. AD/ADRD blood-based biomarkers are a cost-effective and accessible tool for diagnosis and monitoring, and routine blood biomarkers may offer additional insights. However, their associations with high-quality cognitive assessments remain understudied in nationally representative samples. We analyzed 1,335 older adults (mean age: 74.2; 57% female) from the 2016 Health and Retirement Study (HRS) biomarker data and Harmonized Cognitive Assessment Protocol (HCAP). Biomarkers included total cholesterol, high-density lipoprotein, hemoglobin A1C, c-reactive protein, and cystatin C. Cognitive domains (memory, executive function, language fluency) and diagnostic classifications (normal, mild cognitive impairment [MCI], AD/ADRD) were determined using the Manly-Jones algorithm. Missing data were handled with multiple imputation, and survey weights were incorporated in all analyses. We assessed biomarker levels across diagnoses. Linear regression models examined associations between biomarkers and cognitive domains, and ordinal logistic regression assessed associations between biomarkers and HCAP diagnosis. Models adjusted for age, sex, education, and race/ethnicity. Cystatin C differed across diagnostic groups (p = 0.004), being higher in MCI than normal (p < 0.01). Higher cystatin C was linked to poorer language fluency (β = -0.08, p = 0.02) and executive functioning (β = -0.07, p = 0.02). Higher A1C was also associated with lower executive functioning (β = -0.07, p = 0.02). Elevated cystatin C and A1C can indicate inflammation and poor cardiovascular and metabolic health, which may contribute to impairments in executive function and language fluency domains.

## Linked entities

- **Proteins:** CYSTATIN-C (cystatin-C)
- **Diseases:** Alzheimer’s disease (MONDO:0004975)

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Source: https://tomesphere.com/paper/PMC12761580