Expression of Leptin and Its Functional Receptor on Disc Cells
Bibliographic record
Abstract
STUDY DESIGN: Human herniated disc tissues and rat nucleus pulposus (NP) cells were used following approval by the authors' institutional Human Ethics Review Committee and Animal Care and Use Committee. OBJECTIVE: To determine the expression of leptin and its functional receptor in herniated disc tissues, and to elucidate whether leptin can stimulate rat NP cells to proliferate in vitro. SUMMARY OF BACKGROUND DATA: There is evidence showing that chondrocytes express leptin and functional leptin receptor, and leptin stimulates chondrocyte proliferation in vitro and may play a role in the pathogenesis of osteoarthritis by contributing to osteophyte formation. Intervertebral disc degeneration, similar to osteoarthritis, is also a complicated process in which increased cell proliferation is involved. However, little attention has been paid to the causes of the increased cell proliferation during disc degeneration. METHODS: Forty-five herniated discs were harvested and immunostained to determine the distribution and type of leptin/functional leptin receptor-expressing cells. The proliferating activity of rat NP cells stimulated with leptin was also evaluated by using 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) assay and by immunostaining for proliferation cell nuclear antigen (PCNA). RESULTS: Immunohistochemical results from 45 herniated discs showed that leptin/functional leptin receptor-positive cells are commonly seen in cell clusters and proliferating fibrocartilaginous areas, and that the percentage of leptin/functional leptin receptor-positive cells correlates with the age of the patients. Leptin administration led to increased proliferation of rat NP cells in a dose-dependent manner, as shown by MTT assay and by counting the percentage of PCNA-positive cells. CONCLUSION: Our results suggested that disc cells can express leptin and its functional receptor, that leptin can stimulate proliferation of disc cells in vitro, and therefore that leptin may play a role in the process of intervertebral disc degeneration by contributing to the formation of cell cluster and proliferating fibrocartilaginous tissue.
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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) | 0.000 | 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) | 0.001 | 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".