Peripheral hypersensitivity to subthreshold stimuli persists after resolution of acute experimental disc-herniation neuropathy
Bibliographic record
Abstract
Objective: While acute disc-herniation radiculopathy frequently resolves without clinical sequelae, some patients experience long-term sensory or motor dysfunction. This study examined chronic sensitivity of the rodent hindpaw after resolution of an acute inflammatory neuropathy. Methods: C57BL/6 mice underwent mid-thigh sciatic nerve exposure, with sham animals exposed and experimental animals injured by placement of littermate tail nucleus pulposus (NP). Animals were evaluated for mechanical allodynia (Von Frey), thermal sensitivity (heat withdrawal and acetone latency), and gait stability (RotaRod), until the acute nociceptive phenotype resolved. Thereafter, animals were injected with intraplantar subthreshold capsaicin or vehicle followed by the same testing. At sacrifice, sciatic nerves were assessed for macrophage infiltration by immunohistochemistry, and dorsal root ganglion (DRG) explants were assessed for capsaicin sensitivity using cobalt staining. Results: NP-treated animals were allodynic after subthreshold capsaicin delivery compared with sham-operated controls and NP-treated animals delivered vehicle only. Early intraneural macrophage infiltration at one week dissipated by this three week timepoint. DRGs derived from NP-treated animals exhibited greater cobalt staining upon capsaicin exposure compared with shams. Conclusion: Non-compressive disc herniation creates long-term sensitization in the sciatic nerve distribution. This persists despite resolution of acute intraneural macrophage migration, and the demonstrated role of TRPV1 provides insight into the transformation of acute inflammatory pain into chronic neuropathic pain.
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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 | 0.000 |
| 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".