Tumor cell intrinsic androgen biosynthesis by 3β-hydroxy steroid dehydrogenase (HSD3B1) to modulate radiosensitivity in prostate cancer cells.
Bibliographic record
Abstract
349 Background: Resistance to ADT is associated with a gain of function mutation in the 3β-HSD enzyme, which catalyzes extragonadal/intratumoral DHT synthesis. As androgen signaling is known to upregulate the DNA damage response (DDR), we investigated whether HSD3B1 genotype modulates DDR and radiosensitivity in PCa. Methods: We stably knocked down HSD3B1 in LNCaP, C42 and VCaP cell lines (which carry the protein stabilizing variant allele) and overexpressed the variant HSD3B1 allele in LAPC4 (harbors a WT allele which readily undergoes degradation). We examined the proliferative and clonogenic capacity of these cells in presence and absence of substrate, DHEA, followed by treatment with IR (400-800 cGy, single fraction). We studied DNA DSB formation and resolution kinetics using γH2AX foci formation in response to radiation. We also measured changes in mRNA expression of DDR response genes pre- and post-radiation. Results: Control shRNA transduced cell lines had increased cell proliferation (p<0.001) and clonogenic survival (2 logs at 800cGy single fraction radiation, p<0.001) in the presence of DHEA compared to HSD3B1 knockdown cells. Variant HSD3B1 cell lines were more radioresistant and exhibited more efficient γH2AX foci resolution at 24 hrs (p <0.05) in a DHEA dependent manner. We observe increased mRNA expression of DDR genes from specific repair networks including non-homologous end joining (PRKDC, XRCC4, XRCC5) and homologous recombination (RAD51, RAD54) in variant HSD3B1 cells. Transcriptional induction of DDR genes following radiation in presence of DHEA was significantly more pronounced in HSD3B1 variant cells, suggesting a more permissive chromatin context. Conclusions: Increased intracellular 3β-HSD drives transcription of NHEJ and HR genes, more rapid resolution of γH2AX foci, and radioresistance in prostate cancer. This work has therapeutic implications related to strategies for combined radiation and androgen directed therapy in localized and metastatic prostate cancer. Prospective validation of treatment strategies combining blockade of adrenal steroid precursor synthesis, ADT, and XRT in high risk disease is warranted.
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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 | 0.000 |
| 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 | 0.001 |
| 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".