Changes in cardiac structure over 25 years are associated with lower midlife cognition: The CARDIA study
Bibliographic record
Abstract
Abstract Background Cardiovascular risk factors are associated with worse cognition, yet less is known about the impact of cardiac structure and function and their adverse effects on the brain possibly from decreased perfusion. The few studies included older patients with cardiovascular disease and relied on single echocardiographic assessment. Method We included 2256 subjects from the CARDIA (Coronary Artery Risk Development in Young Adults) study (60% women, 44% black). Echocardiograms were repeated at Years 5, 25, 30 (mean age 30, 50, 55 years, respectively) to assess cardiac structure: left ventricular mass (LVMi), left atrial volume (LAVi) and systolic function: left ventricular ejection fraction (LVEF). Diastolic function was assessed at Year 25 as the ratio of early peak mitral velocity (E)/early peak mitral annular velocity (e’). Five cognitive domains were assessed at Year 30: verbal memory [Rey Auditory Verbal Learning Test (RAVLT)], category and letter fluency, processing speed [Digit Symbol Substitution Test (DSST)], executive function [Stroop] and global cognition [Montreal Cognitive Assessment MoCA]. We investigated the association of (1) 25‐year change and (2) Year 25 cardiac structure and function on midlife cognition using linear regressions. Result Over 25 years, LVMi and LAVi increased with mean change (SD) of 5.7 g/m² (21.7) and 9.6 mL/m² (7.4) while LVEF decreased by mean (SD) change of 1.5% (9.0). After adjustment for demographics and education, abnormal cardiac structure assessed by greater 25‐year increase (≥ 1‐SD) in LVMi was associated with lower cognition on most tests: RAVLT (6.2 vs. 6.8, p<0.001), DSST (59.7 vs. 61.7, p=0.02), Stroop (29.0 vs. 27.2, p=0.01) and MoCA (19.1 vs 19.7, p=0.001). Similarly, greater 25‐year increase in LAVi was associated with lower MoCA (19.8 vs. 20.3, p=0.04). Further adjustment for hypertension, diabetes and smoking reported similar findings. 25‐year decrease in LVEF was not associated with cognition. In addition, higher Year 25 LVMi, LAVi and E/e’ ratio were significantly associated with worse cognition on most cognitive tests. Conclusion Midlife cardiac structure and its change from early to middle adulthood are associated with lower midlife cognition. Moreover, midlife diastolic but not systolic function is linked to cognition. Our results provide novel information linking cardiac structure and function to cognition.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".