Attenuation of widespread hypersensitivity to noxious mechanical stimuli by inhibition of GABAergic neurons of the right amygdala in a rat model of chronic back pain
Bibliographic record
Abstract
BACKGROUND: Chronic primary low back pain may be associated with hyperalgesia in uninjured tissues and with decreased pain inhibition. Previous studies have shown that the amygdala is involved in pain regulation and chronic pain, that neuronal activity in the amygdala is altered in models of persistent pain, and that the central nucleus of the right amygdala plays an active role in widespread hypersensitivity to noxious stimuli. METHODS: Behavioral, electrophysiological, biochemical, and chemogenetic methods were used to examine the role of the central nucleus of the right amygdala in hypersensitivity to noxious stimuli in a rat model of chronic back pain induced by a local injection of Complete Freund Adjuvant (CFA) in paraspinal muscles. RESULTS: CFA produced chronic inflammation limited to the injected area. CFA-treated rats showed increased pain-like (liking) behaviors during the formalin test compared with controls. They also showed widespread mechanical hypersensitivity compared with controls, which persisted for 2 months. This widespread hypersensitivity was accompanied by altered activity of different types of right amygdala neurons, as shown by extracellular recordings. Plasmatic levels of IL-1β, IL-6, and TNF-α were not elevated after 1 or 2 months, indicating that persistent widespread hypersensitivity is not caused by persistent systemic inflammation. However, chemogenetic inhibition of GABAergic neurons in the right amygdala attenuated widespread mechanical hypersensitivity. CONCLUSIONS: These findings indicate that chronic widespread mechanical hypersensitivity in a model of chronic back pain can be attenuated by inhibiting GABAergic neurons of the right amygdala, and that widespread hypersensitivity is not maintained by chronic systemic inflammation. SIGNIFICANCE: The amygdala is a key structure involved in pain perception and modulation. The present results indicate that the GABAergic neurons of its central nucleus are involved in widespread hypersensitivity to noxious stimuli in a rat model of chronic back pain. The inhibition of amygdala GABAergic neurons may be a potential target for future interventions in patients with chronic back pain.
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How this classification was reachedexpand
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 | 0.006 | 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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".