Abstract 2479: A functionally null <i>RAD51D</i> missense mutation is strongly associated with ovarian carcinoma
Bibliographic record
Abstract
Abstract Background and goal: RAD51D is a key player in DNA repair by homologous recombination (HR) and carriers of truncating RAD51D mutations have an increased risk for ovarian cancer (OC). However, the contribution of non-truncating RAD51D variants to cancer predisposition remains uncertain. We sought to fully characterize the previously described missense RAD51D variant c.620C>T;p.S207L in order to elucidate its role in OC. Methods: A clinical panel screening was used to identify the RAD51D variant c.620C>T;p.S207L in two French Canadian (FC) kindred affected with familial High Grade Serous Cancer (HGSC) of the ovary or endometrium. High resolution melting, TaqMan genotyping and Sanger sequencing were used to genotype the p.S207L variant in a series of unselected cases of HGSC of the ovary and endometrium, breast, pancreas and colorectal cancer and healthy controls, all of a FC origin. Whole exome sequencing (WES) was performed to study the genetic signature characterizing RAD51D associated tumors. RAD51 foci formation and CRISPR-Cas9-stimulated and HR-mediated gene targeting assays were used to assess HR activity of RAD51D-S207L mutated CHO cells. HR activity in RAD51D-S207L mutated human cells was tested by a DR-GFP assay. The effect of RAD51D p.S207L on RAD51D-XRCC2 interactions was analyzed by co-immunoprecipitation and quantified in-vivo in a single cell colocalization assay. Sensitivity to PARP inhibitors (PARPi) was evaluated in a cell survival assay. Results: Using deep sequencing and case-control genotyping studies, we showed that the missense RAD51D variant c.620C>T;p.S207L is over-represented in the French Canadian population affected by HGSC of the ovary (3.8% cases vs 0.002% controls; p < 0.0001).The frequency of the p.S207L variant did not differ from that of controls in breast, endometrial, pancreas and colorectal adenocarcinomas. A common haplotype shared by all the carriers suggested a founder origin for c.620C>T;p.S207L mutation. WES analysis of RAD51D tumor profiles revealed the presence of signature 3 which is known to be associated with HR defects. Functionally, we show that this mutation impairs HR by disrupting the RAD51D-XRCC2 interaction and confers PARP-inhibitor sensitivity to CHO cells. Conclusions: This work identifies RAD51D p.S207L as the first bona fide pathogenic missense susceptibility allele for HGSC of the ovary and supports the use of targeted PARPi therapies in OC patients carrying missense RAD51D mutations. Citation Format: Barbara Rivera, Massimo R. Di Iorio, Jessica Frankum, Javad Nadaf, Somayyeh Fahiminiya, Suzanna L. Arcand, David Burk, Damien Grapton, Eva Tomiak, Valerie Hastings, Nancy Hamel, Rabea Wagener, Olga Aleynikova, Sylvie Giroux, Fadi F. Hamdan, Alexandre Orthwein, George Zogopoulos, Francois Rousseau, Albert Berghuis, Diane M. Provencher, Guy A. Rouleau, Jacques L. Michaud, Anne-Marie Mes-Masson, Jacek Majewski, Susanne Bens, Reiner Siebert, Steven Narod, Mohammad Akbari, Chris J. Lord, Patricia N. Tonin, Alexandre Dionne-Laporte, William D. Foulkes. A functionally null RAD51D missense mutation is strongly associated with ovarian carcinoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 2479. doi:10.1158/1538-7445.AM2017-2479
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".