Abstract 19973: Dynamic Thallium-201 SPECT/CT Provides Quantitative Index of Myocardial Flow and Viability: Validation in Porcine Post-Myocardial Infarction Model
Bibliographic record
Abstract
Introduction: Thallium-201 (Tl-201) SPECT imaging is routinely used to evaluate relative myocardial perfusion and/or viability. In this study, we have evaluated Tl-201 kinetics in a porcine model of myocardial infarction (MI) with dynamic imaging on a hybrid SPECT/CT system. Methods: Tl-201 SPECT and contrast CT imaging were performed on hybrid SPECT/64-slice CT (GE Discovery NM/CT 570c) in Yorkshire pigs (n=5) one week following a 90 min balloon occlusion of the LAD below the first diagonal branch. Tl-201 (83-158 MBq) was injected after the initiation of a 900s list-mode acquisition. The list-mode data was reconstructed with MLEM using 30 iterations creating 23 frames (12 x 10s; 6 x 30s; 5 x 120s). Reconstructed dynamic SPECT data was analyzed using FlowquantTM semi-automated analysis software with a 1-compartment model. K1 (index of flow) and k2 (index of viability) were assessed within a 17-segment model of the left ventricle. Four segments within the central infarcted LAD territory were compared to six segments of the contralateral inferolateral wall. The same segments were analyzed for wall thickening from ECG-gated contrast CT scans using centerline approach (GE AW Cardiac Function Xpress). Results: K1 was significantly decreased in the MI vs contralateral normal regions (0.52 ± 0.17 vs 0.61 ± 0.16 ml/min/g, p<0.02). K2 an index of tissue viability was significantly increased in the MI region (0.42 ± 0.19 vs 0.32 ± 0.12 /min, p<0.04), reflecting accelerated Tl-201 washout in MI. Wall thickening in the same MI region was significantly decreased (0.33 ± 1.5 mm vs 3.3 ± 1.9 mm, p<0.005). Conclusions: Dynamic Tl-201 SPECT/CT imaging provides a quantitative index of both myocardial flow and viability using a 1-compartment model. This preliminary pre-clinical demonstrates the potential for dynamic Tl-201 SPECT imaging to quantify myocardial viability early post-MI.
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.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 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 | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".