Abstract 4136180: Sex Differences in Cognition Related to Cerebral Small Vessel Disease Associated with Younger Age ofHypertension Diagnosis
Bibliographic record
Abstract
Background: There are sex differences in the effect of age at onset (AO) of hypertension onbrain structural changes later in life. This may differentially affect long-term cognition through cerebral smallvessel disease (CSVD) in females and males. However, whether and how the association between age ofhypertension diagnosis contributes to sex differences in cognitive decline related to CVSD later in life remainsunclear. Objective: Our objective was to examine sex differences in cognition in relation to brain structural changesexacerbated by CSVD caused by younger AO of hypertension. Methods: We used data from the UK Biobank to select participants with a known age of hypertensiondiagnosis who also had neuropsychological test scores for cognitive functions affected by CSVD i.e., memoryand executive function (n= 6095). We stratified data by sex and AO at baseline (2006-2010). Controlparticipants who did not have hypertension were chosen at random using propensity score matching. Principalcomponents analysis (PCA) was used to reduce the number of CSVD related cognitive function tests(measured at 2014 follow-up). We selected participants >65 years of age at the time of cognitive function teststo determine cognitive function later in life. This was followed by a sex disaggregated regression analysis totest for the effect of AO on cognitive functions identified from the PCA in females and males. Results: Our main outcomes were cognitive function tests in the domains of memory (working and visual-spatial) and executive function/processing speed. When compared to normotensive controls, cognitiveoutcomes differed by sex and age of hypertension diagnosis. Whereas females diagnosed at middle age (45-54 years) had worse outcomes in the working memory domain compared to controls, males diagnosed at olderage (>65 years) had worse outcomes compared to controls. Only females diagnosed with hypertension ateither younger age (< 35 years) or older age (>65 years) had worse outcomes in the executive visualdeclarative memory domain. We did not see any differences in the processing speed/executive functiondomain in either males or females. Conclusions: This study demonstrates distinctive characteristics of CSVD-related cognitive decline in malesand females based on the age of hypertension onset. Therefore, CSVD is a critical pathophysiologicalmechanism for sex differences in cognitive decline and may aid in identification of novel sex-specific therapy.
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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 | 0.000 | 0.001 |
| 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) | 0.007 | 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".