Abstract 24: Iron deposition changes of ipsilateral ventral posterolateral nuclei correlate with central post-stroke pain after thalamic infarction
Bibliographic record
Abstract
Objectives: To investigate the correlation between iron deposition changes in the lesioned thalamic nuclei and the presence and severity of central post-stroke pain (CPSP) after thalamic infarction using quantitative susceptibility mapping (QSM) technique. Methods: We consecutively enrolled patients with unilateral chronic thalamic infarction with radiological examination conformed . Detailed and multidimensional pain characteristics measured as follows: Douleur Neuropathique 4 (DN4) questionnaire for validation of neuropathic pain diagnosis, Short-Form McGill Pain Questionnaire (SF-MPQ) for comprehensive representation of pain experience, Present Pain Intensity index (PPI) for current pain severity upon examination, and Visual Analogue Scale (VAS) for overall pain feeling since symptom onset. Age- and sex-matched stoke-free healthy controls were recruited simultaneously. High resolution structural image 3D-T1 BRAVO and QSM sequences were obtained with 3.0T MRI. The voxel-lesion-symptom-mapping (VLSM) was used to determine lesioned thalamic nuclei at the high risk for CPSP. Then ipsilateral QSM values of the whole thalamus and subregions were compared with contralateral side and healthy controls. Partial correlation analysis were performed to explore the relationship between QSM value and pain severity. Results: Finally, 28 CPSP patients, 33 non-CPSP patients and 55 healthy controls were included in the study. Our results indicated no significant difference in overall QSM values of the whole thalamus among the groups. The VLSM results showed lesion involving ventral posterolateral nuclei (VPL) was highly orrelaed with occurance of CPSP ( p FWE =0.0092.). The QSM values of each subnuclei in the thalamus ipsilateral to infarction were lower compared with the contralateral side and healthy controls ( p <0.001). Nonetheless, the QSM values in ipsilateral VPL were higher in CPSP patients campared with non-CPSP patients( p =0.003). Notably, the QSM values in the ipsilateral VPL were significantly correlated to pain severity (all p <0.05). Conclusions: The study showed that altered iron deposition in the VPL nuclei is associated with the occurrence and severity of CPSP following thalamic infarction. Aberrant iron deposition after ischemic thalamus stroke may play an important role in the pathogenesis of CPSP. Key words: Thalamic infarction; Central post-stoke pain; Iron deposition; VLSM; Quantitative susceptibility mapping
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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 | 0.001 |
| 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) | 0.003 | 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".