Prognostic value of copy-number alterations of the Cohesin complex in intermediate-risk prostate cancer recurrence.
Bibliographic record
Abstract
49 Background: The Cohesin complex plays a critical role in mitotic progression and post-replicative DNA damage repair. It serves to bring together sister chromatids both in metaphase and in homologous recombination repair following ionizing radiation. The complex has also been shown to be phosphorylated in the ATM/BRCA1 pathway. The expression of various proteins in the complex are dysregulated in many cancers: breast, prostate, etc. Interestingly, in breast cancer cell lines, Cohesin is required for MYC activation in response to estrogen. Our study sought to correlate copy number alterations in this pivotal complex with biochemical relapse in prostate cancer patients. Methods: Our cohort consists of 284 patients with D’ Amico-classified intermediate-risk prostate cancer, treated with image-guided radiotherapy (IGRT, N = 143) or radical prostatectomy (RadP, N = 141). Pre-treatment biopsies and prostatectomy samples were analyzed using the Affymetrix Oncoscan array. The Phoenix and AUA criteria was used to define biochemical relapse for RadP and IGRT patients respectively. Results: Copy number alterations of RAD21, SMC1B, and STAG1 were observed in 18% (n = 52), 6.3% (n = 18), and 12% (n = 35) of the cohort respectively. They were predominantly losses in SMC1B, but gains in RAD21 and STAG1. All three genes in the Cohesin complex were associated with increased risk of biochemical relapse: RAD21 on chromosome 8 (HR = 1.93, 95% CI 1.23, 3.02, Wald’s p = 0.004), SMC1B on chromosome 22 (HR = 3.37, 95% CI 1.91, 5.94, Wald’s p < 10-4), and STAG1 on chromosome 3 (HR = 1.74, 95% CI 1.04, 2.89, Wald’s p < 0.05). However, when controlled for percent genome alteration and pre-treatment serum PSA levels, only copy number loss of SMC1B was a significant predictor of biochemical relapse (HR = 2.95, 95% CI 1.62, 5.38, Wald’s p < 10-3). Conclusions: We identified a novel association of copy-number alterations in members of the Cohesin complex with biochemical recurrence following radical prostatectomy or image-guided radiotherapy. This points to the central role of Cohesin in cell-cycle and DNA damage pathways promoting prostate cancer progression.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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) | 0.002 | 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".