Abstract 1122‐000122: The Role of the Venous System in Infarct Burden in Patients with Acute Ischemic Stroke
Bibliographic record
Abstract
Introduction : Acute ischemic stroke (AIS) is a leading cause of disability internationally. Most therapies focus on intra‐arterial treatment to improve post‐stroke deficits and neurologic status. However, if a relationship between venous anatomy and post‐stroke deficits or infarct size can be shown, then venous augmentation strategies represent a possibility for future interventions as an adjunct to intra‐arterial treatment. Methods : We retrospectively reviewed all ischemic infarcts at our institution that underwent thrombectomy from January 2018 – October 2020. From these, we selected cases that were demonstrated as M1 occlusions on intra‐procedural angiogram and those who had a CT Head obtained within six hours of the patient’s last known normal (LKN). Patients without a CT Head or CT Angiogram of their head were excluded. Using axial and sagittal reconstructed views of 0.9mm slices, cross‐sectional area measurements were taken of the superior sagittal sinus 1cm above the Torcula, in three locations of the ipsilateral and contralateral transverse sinus, in three locations of the ipsilateral and contralateral sigmoid sinus, and of the ipsilateral and contralateral internal jugular vein (IJV) at the external surface of the skull. For the transverse and sigmoid sinuses, the three measurements were averaged together. These measurements were then compared against patient’s Alberta Stroke Program Early CT Score (ASPECTS). Results : 77 patients were identified in the study period. Average ASPECTS was 8.9, ranging from 5–10. There were three patients included with ASPECTS < 6. Average ipsilateral transverse sinus area was 34.4mm ± 3.34, average ipsilateral sigmoid sinus area was 32.8mm ± 2.74, average ipsilateral IJV area was 46.9 mm ± 5.00. Correlation tests to identify relationships between venous sinus area and ASPECTS was unremarkable (ipsilateral transverse sinus p = 0.574, ipsilateral sigmoid sinus p = 0.548, ipsilateral IJV p = 0.798). When assessed as a ratio of ipsilateral venous sinus area to contralateral sinus area to assess correlation with ASPECTS, results were unremarkable (transverse sinus p = 0.891, sigmoid sinus p = 0.292, IJV p = 0.499). Conclusions : Venous sinus size was not found to be predictive or associated with predominantly favorable ASPECTS for strokes found within six hours. We believe this may be due to our cohort lacking significant numbers of patients with low ASPECTS, yielding a false negative result. We are currently expanding this project to include a comparable number of patients with ASPECTS < 6 to determine the role of venous collateral system in infarct progression.
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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".