Aneurysm Wall Enhancement and Systemic Inflammation Jointly Contribute to Cognitive Dysfunction in Untreated Unruptured Intracranial Aneurysm Patients
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Background and Purpose: Peripheral inflammatory markers and aneurysm wall enhancement (AWE) on high-resolution vessel wall MRI (HR-VWI) may reflect inflammation in unruptured intracranial aneurysms (UIAs). We assessed cognitive function and its association with inflammatory markers in UIA patients. Methods: The study included 120 consecutive patients with UIAs diagnosed between September 2018 and December 2023 and a control group of 27 healthy adults at our institution. Neuropsychological function in these patients was evaluated using the Mini-Mental State Examination (MMSE), Montreal Cognitive Assessment (MoCA), Hamilton Anxiety Scale (HAMA), and Self-Rating Depression Scale (SDS). A MoCA score of <23 was classified as cognitive decline, while scores of ≥23 indicated normal cognitive function. The peripheral blood inflammatory markers and radiological characteristics were compared between the patients with cognitive decline and those with normal cognitive function. The presence of AWE and white matter hyperintensities (WMH) in UIA was identified through HR-VWI. Results: UIA patients demonstrated significantly poorer cognitive performance than controls, with lower MMSE (27.0 vs 29.0, P < 0.001) and MoCA scores (23.0 vs 25.0, P = 0.020). Patients with cognitive decline were older and exhibited elevated inflammatory markers (NLR, SII, hsCRP; all P < 0.05), along with higher rates of AWE and white matter hyperintensities (WMH) (both P < 0.001). Multivariate analysis identified AWE (OR = 5.33, 95% CI:1.82-15.59), WMH (OR = 4.26, 95% CI:1.58-11.49), and age (OR = 1.07, 95% CI:1.02-1.12) as independent predictors of cognitive decline (all P ≤ 0.01). Moreover, the cognitive decline group also showed higher SDS and HAMA scores (P < 0.05), suggesting a correlation between emotional distress and cognitive impairment. Conclusion: Untreated UIA patients exhibit cognitive decline associated with systemic inflammation (NLR, SII, hs-CRP). AWE, WMH and age are independent risk factors, suggesting vascular inflammation contributes to cognitive dysfunction.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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 | 0.001 |
| 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