Prevalence and Clinical Association of CD276 (B7-H3) Expression in Pleural Mesothelioma: Results From the European Thoracic Platform Mesoscape Project
Bibliographic record
Abstract
PURPOSE CD276 (B7-H3) is an immunoregulatory protein that plays an important role in the inhibition of T-cell function. CD276 is overexpressed on a variety of human solid cancer cells with limited expression in normal tissues, making it an appealing target for innovative cancer immunotherapy approaches. Pleural mesothelioma (PM) is a highly aggressive disease with a need for new treatment options. Our objective was to investigate the expression of CD276 in the multicenter PM cohort of the European Thoracic Oncology Platform Mesoscape project and correlate the results with annotated clinical data. MATERIALS AND METHODS Using tissue microarrays (TMAs), the expression of CD276, assessed using a semiquantitative aggregate H -score method on the membrane (and secondarily in the cytoplasm), was correlated with clinicopathologic characteristics and survival outcome. RESULTS CD276 immunohistochemistry results were available for 353 patients, with mostly epithelioid histology (71%). Membranous CD276 expression was present in 86%. High membranous CD276 expression ( H -score ≥the median H -score of 120) was significantly more common in females ( P = .0029; 71% v 47%) and in epithelioid histology ( P < .001; 59% v 29%), whereas no significant association in clinical outcome (overall survival [OS]/progression-free survival) was found. Cross-validation of the TMA method using whole sections revealed a moderate agreement for membranous assessment (Cohen's kappa = 0.47) and a lower agreement for cytoplasm assessment (Cohen's kappa = 0.37). In an exploratory analysis, high cytoplasmic CD276 expression was associated with worse prognosis (OS, log-rank P = .043), but was not significant when adjusting for other clinical variables. CONCLUSION Although no prognostic value of CD276 expression was found, its high membranous expression (86%) in the PM samples of the study supports further research of its potential as a therapeutic target for this disease.
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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 | 0.002 | 0.002 |
| 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".