Nut consumption, gut microbiota, and cognitive function: findings from a prospective study in older adults at risk of cognitive decline
Why this work is in the frame
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Bibliographic record
Abstract
BACKGROUND: The diet-microbiota-gut-brain axis emerges as a promising target for preventing neurodegenerative disorders. Nuts are nutrient-dense foods with potential neuroprotective and prebiotic properties, yet their relationship with longitudinal cognitive changes and gut microbiota remains unclear. OBJECTIVE: To assess the association of baseline nut consumption with 6-year changes in cognitive function and baseline gut microbiota composition in older adults. METHODS: This prospective study included 747 participants (mean age 65 ± 5 years, 48% women) with overweight/obesity and metabolic syndrome. Baseline nut consumption, assessed via a validated food frequency questionnaire, was categorised as ≤1, 1-3, 3-7, and > 7 servings/week. Cognitive function was evaluated at baseline and at 2, 4, and 6 years, using a comprehensive battery of neuropsychological tests. Gut microbiota composition was profiled through 16S rRNA amplicon sequencing. Multivariable linear mixed-effects and linear regression models were utilized. RESULTS: Participants consuming 3-7 servings of nuts/week showed significantly slower declines in global cognitive function over the follow-up period compared to those consuming ≤1 serving/week (4-year: β[95%CI] = 0.170[0.022,0.319], P = .024; 6-year: 0.176[0.020,0.331], P = .027). This nut consumption category was also associated with higher gut microbial diversity (Shannon index: β[95%CI] = 0.211[0.008,0.414], P = .042). Thirteen taxa were associated with nut consumption, 10 positively, including Lachnospiraceae UCG-004, which was further associated with positive changes in global cognitive function (2-year: β[95%CI] = 0.020[0.004,0.036], q = 0.050) and slower decline in attention (6-year: 0.042[0.020,0.064], q = 0.001). CONCLUSIONS: Moderate nut consumption (3-7 servings/week), was interconnectedly associated with cognitive preservation and favourable gut microbiota composition, underscoring the potential of dietary modulation of the gut-brain axis for healthy ageing.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it