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Updated: Aug 14, 2025

Assessment of Age-related Changes in Cognitive Functions Using EmoCogMeter, a Novel Tablet-computer Based Approach
Published on: February 14, 2014
Distinct components of cardiovascular health are linked with age-related differences in cognitive abilities
Deborah L O King1,2, Richard N Henson3,4,5, Rogier Kievit6
1Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0SP, UK. dlo27@cam.ac.uk.
Insights
Cardiovascular aging impacts cognition. This study identified distinct vascular factors, including pulse pressure, that uniquely contribute to cognitive decline, especially in older adults, suggesting targeted interventions may preserve brain health.
Area of Science:
- Cardiology
- Neuroscience
- Gerontology
Background:
- Cardiovascular aging is linked to cognitive impairment.
- The specific roles of multiple cardiovascular factors in cognition are not well understood.
- Existing research often simplifies cardiovascular health or examines factors in isolation.
Purpose of the Study:
- To investigate how multiple cardiovascular factors, including vascular risk factors, electrocardiographic features, and blood pressure indices, contribute to cognitive function.
- To identify distinct latent vascular factors and their independent effects on cognition.
- To explore the relationship between these vascular factors and cognitive decline, particularly fluid and crystallized intelligence.
Main Methods:
- A population-based deep-phenotyping study involving 708 participants aged 18-88.
- Path analysis was used to identify latent vascular factors.
- Cognitive function was assessed using measures of crystallized and fluid intelligence.
Main Results:
- Three latent vascular factors were identified, separating autonomic nervous system response from two blood pressure components.
- These factors uniquely and additively contributed to cognitive variability.
- A latent vascular factor, primarily reflecting pulse pressure, was associated with a decline in fluid intelligence relative to crystallized intelligence, indicating cognitive decline.
Conclusions:
- Higher pulse pressure is linked to cognitive decline, particularly in older adults.
- Controlling pulse pressure may be a strategy to preserve cognitive function.
- Understanding the multifactorial nature of vascular aging is crucial for cognitive health.
Abstract:
Cardiovascular ageing contributes to cognitive impairment. However, the unique and synergistic contributions of multiple cardiovascular factors to cognitive function remain unclear because they are often condensed into a single composite score or examined in isolation. We hypothesized that vascular risk factors, electrocardiographic features and blood pressure indices reveal multiple latent vascular factors, with independent contributions to cognition. In a population-based deep-phenotyping study (n = 708, age 18-88), path analysis revealed three latent vascular factors dissociating the autonomic nervous system response from two components of blood pressure. These three factors made unique and additive contributions to the variability in crystallized and fluid intelligence. The discrepancy in fluid relative to crystallized intelligence, indicative of cognitive decline, was associated with a latent vascular factor predominantly expressing pulse pressure. This suggests that higher pulse pressure is associated with cognitive decline from expected performance. The effect was stronger in older adults. Controlling pulse pressure may help to preserve cognition, particularly in older adults. Our findings highlight the need to better understand the multifactorial nature of vascular aging.
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