Malignant Chondroblastoma: An Epigenetically Distinct Subtype of Chondroblastoma With a Predilection for the Skeletally Mature
Bibliographic record
Abstract
Malignant chondroblastoma is a recently described variant of chondroblastoma showing a distinct age/site distribution and morphology along with the typical H3-3B p.K36M mutation. We sought to further compare conventional and malignant chondroblastoma. Malignant chondroblastomas were collected. H3-3 K36M immunohistochemistry, as well as DNA methylation and copy number profiling, were performed and compared with conventional chondroblastoma. Forty-one samples from 26 patients were identified (20 males, 6 females; age: 19-62 years; median: 39 years). Anatomical sites included rib (7), pelvis (4), acromion (4), scapula (4), spine (2), long bone (3), calcaneus (1), and talus (1). Imaging showed an expansile mass with variable cortical erosion and/or breakthrough. Most patients (n = 17) showed sheets of atypical ovoid cells deposited in a myxoid stroma. Osteoclast-like giant cells/matrix formation was scarce. Six patients had tumors with features of conventional chondroblastoma but significant cytologic atypia. Three tumors demonstrated a morphology indistinguishable from conventional chondroblastoma except for extensive permeation, and one of these cases showed a transition to high-grade sarcoma. The final case was composed only of high-grade pleomorphic sarcoma that harbored an H3F3A p.K36M mutation. When an adjacent host bone was present, permeative growth through the cortex and native trabeculae was noted. All samples tested positive for the H3-3 K36M-specific antibody (26 of 26). Methylome profiling of 28 specimens from 24 patients revealed that 26 of these specimens formed a distinct cluster on a uniform manifold approximation and projection dimension reduction plot separate from conventional chondroblastoma and high-grade osteosarcoma. Of 26 methylomes from which interpretable copy number profiles can be derived, 12 had no variations, whereas 14 had copy number changes. Of 22 patients, 11 experienced local recurrence, 8 patients developed metastasis, and 3 patients died of disease. Malignant chondroblastoma is a rare, clinically and epigentically distinct variant of chondroblastoma with a predilection for the flat bones of skeletally mature individuals and high rates of local recurrence and distant metastases. A subset transforms into high-grade pleomorphic sarcoma, either de novo or in subsequent recurrences. Malignant chondroblastoma with high-grade features and/or copy number variations appears to have a higher propensity for adverse events, including death from 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 | 0.000 | 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) | 0.000 | 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".