ACL deficiency impairs the vasoconstrictive efficacy of neuropeptide Y and phenylephrine in articular tissues: a laser speckle perfusion imaging study
Bibliographic record
Abstract
Sympathetic-derived neuropeptide Y (NPY) helps regulate inflammatory responses in injury and disease, is a vasoconstrictor, and stimulates angiogenesis. Rupture of the anterior cruciate ligament (ACL) is a common clinical presentation that results in tissue inflammation, hyperemia, and angiogenesis in the intact medial collateral ligament (MCL). This study is the first to examine the vasoregulatory role of NPY in ACL-deficient knee joints by using the newly developed technique of laser speckle perfusion imaging (LSPI). MCL blood flow was measured in two groups of adult rabbits: unoperated control (n = 6), and 6-wk ACL transected (n = 5). Under anesthesia, the MCL was surgically exposed and tissue blood flow was imaged at high resolution using LSPI. NPY was applied to the MCL vasculature in topical boluses of 100 mul (dose range 10(-14) to 10(-9) mol), and the alpha-adrenoceptor agonist phenylephrine was applied in doses of 10(-14), 10(-10), and 10(-7) mol. In control rabbits, topical administration of NPY or phenylephrine produced dose-dependent vasopressor responses (maximal effect at 10(-9) mol NPY and 10(-7) mol phenylephrine). In ACL-transected knees, there was little or no vasoconstrictive response to NPY at any dose. The response to phenylephrine was significantly reduced compared with control ligaments. Possible causes of the reduced vasoconstrictive response to NPY in the MCL after 6 wk of ACL deficiency include development of tolerance to the peptide due to a prolonged increase in sympathetic nerve activity or change in the distribution or functionality of the NPY Y(1) receptors. Chronic ACL deficiency leads to profound and protracted hyperemia in associated articular tissues. Abrogation of a vasoconstrictor response to both NPY and phenylephrine in the MCL indicates that ACL deficiency induces major changes in the vascular physiological homeostasis.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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".