Carney Complex with Adrenal Cortical Carcinoma
Bibliographic record
Abstract
CONTEXT: Carney complex is a genetically heterogenous multiple neoplasia syndrome. Adrenal cortical carcinoma is a rare malignancy with a poor prognosis that is not recognized to be associated with this syndrome. OBJECTIVE: We report a 22-yr-old female presenting with Carney complex who developed adrenal carcinoma. The response to adjunctive therapy is also described. METHODS: We performed a detailed pathology review of the adrenal tumor to examine morphologic changes, Ki-67 labeling, and p53 expression. We also performed genetic testing of candidate genes and describe the response to radiation and kinase inhibition therapy. RESULTS: The patient presented with an 8.5-cm adrenal mass with a MIB-1 labeling index of 20% and unequivocal angioinvasion classified as a T3NXM0 carcinoma. The nontumorous adrenal cortex revealed characteristic features of primary pigmented nodular adrenocortical disease. Genetic analysis revealed a novel PRKAR1 frame shift mutation resulting in a premature stop codon and a heterozygous p53 polymorphic substitution previously noted in other solid carcinomas. Disease recurrence in the liver showed partial response to combined stereotactic radiotherapy and sorafenib multikinase inhibition. CONCLUSION: This represents an initial characterization of a malignancy among patients with Carney complex. Our findings have implications for disease surveillance and management of individuals with this genetic syndrome.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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 source (direct Gemma or distilled Codex), 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".