Back

Identifying Rare Germline Variants Associated with Metastatic Prostate Cancer Through an Extreme Phenotype Study

Lin, Y.-Y.; Sharifi Noghabi, H.; Volik, S.; Bell, R.; Sar, F.; Haegert, A. H.; Chung, H. C.; Fazli, L.; Zarni Oo, H.; Dauggard, M.; Kuo, M.-H.; Hsu, S.-C.; Imada, E. L.; Zanettini, C.; Queiroz, L.; Schlotmann, B. C.; Gheybi, K.; Cooper, C.; Kote-Jarai, Z.; Eeles, R.; Pan Prostate Cancer Group, ; Kung, H.-J.; Marchionni, L.; Weischenfeldt, J.; Miller, K. D.; Rabinowitz, A.; Wang, Y.; Zhang, H.-F.; Sorensen, P. H.; Carey, M. S.; Gleave, M.; Hayes, V. M.; Gibson, W. T.; Collins, C. C.

2025-04-29 genetic and genomic medicine
10.1101/2025.04.28.25326584 medRxiv
Show abstract

BackgroundStudies of germline variants in prostate cancer (PCa) have largely focused on their connections to cancer predisposition. However, an understanding of how heritable factors contribute to cancer progression and metastasis remain limited. ObjectiveTo identify low frequency to rare germline nonsynonymous variants associated with increased risk for metastatic PCa (mPCa), while providing functional validation. DesignWe assembled an extreme phenotype cohort (EPC) of 52 patients diagnosed with predominantly high-grade (Gleason Score (GS) [≥] 8) PCa and > 7 years of follow-up for which localized treatment naive tumor tissues were available. In half of the cases, the tumor had metastasized to bone, providing an even distribution of bone mPCa and non mPCa cases. Tumor and matched distant benign DNA samples were exome sequenced and analyzed for germline variants with population-wide minor allelic frequencies {sigma}; 2%. Findings were validated using two independent PCa germline cohorts, including a closely matched Australian study biased to aggressive disease (n = 53) and Pan Prostate Cancer Group (PPCG, n = 976). Two mPCa-promoting candidate variants in KDM6B and BRCA2 were engineered into cell lines and functionalized. ResultsGermline nonsynonymous rare variants (gnsRVs) identified in 25 DNA Damage Repair (DDR) genes were significantly enriched in the mPCa patients (p=4.57e-06). Conversely, the prevalence of synonymous variants at minor allele frequencies of {sigma}; 2% were similar between the mPCa and non mPCa patients. The predictive power of variants in 53 non-DDR genes was validated in the Australian cohort (p=0.028) and correlated with high-risk PCa in PPCG (p=0.03). KDM6B K973Q showed functional significance despite being annotated as benign in ClinVar, while BRCA2 I1962T showed sensitivity to Olaparib. In total, six EPC variants related to DNA repair or epigenetics were found to alter enzymatic activity. ConclusionsEPCs coupled with low frequency/rare variant analyses may advance understanding of interactions between the germline and tumor in PCa. We identified a series of germline variants that were enriched among mPCa patients. Moreover, we showed that one of these variants confers a metastatic phenotype. Our findings suggest that germline testing at diagnosis may improve treatment stratification in PCa. Patient summaryThe presence of specific genetic variants among men with PCa may elevate the risk of mPCa once PCa develops. Knowledge of the variant burden at time of diagnosis may enable accurate stratification of some patients for aggressive therapeutic interventions.

Matching journals

The top 10 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.