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RAD51 Foci as a Biomarker Predictive of Platinum Chemotherapy Response in Ovarian Cancer
PURPOSE: To determine the ability of RAD51 foci to predict platinum chemotherapy response in high-grade serous ovarian cancer (HGSOC) patient-derived samples. EXPERIMENTAL DESIGN: RAD51 and γH2AX nuclear foci were evaluated by immunofluorescence in HGSOC patient-derived cell lines (n = 5), organoids...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for Cancer Research
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10320470/ https://www.ncbi.nlm.nih.gov/pubmed/37097615 http://dx.doi.org/10.1158/1078-0432.CCR-22-3335 |
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author | Compadre, Amanda J. van Biljon, Lillian N. Valentine, Mark C. Llop-Guevara, Alba Graham, Emily Fashemi, Bisiayo Herencia-Ropero, Andrea Kotnik, Emilee N. Cooper, Isaac Harrington, Shariska P. Kuroki, Lindsay M. McCourt, Carolyn K. Hagemann, Andrea R. Thaker, Premal H. Mutch, David G. Powell, Matthew A. Sun, Lulu Mosammaparast, Nima Serra, Violeta Zhao, Peinan Lomonosova, Elena Khabele, Dineo Mullen, Mary M. |
author_facet | Compadre, Amanda J. van Biljon, Lillian N. Valentine, Mark C. Llop-Guevara, Alba Graham, Emily Fashemi, Bisiayo Herencia-Ropero, Andrea Kotnik, Emilee N. Cooper, Isaac Harrington, Shariska P. Kuroki, Lindsay M. McCourt, Carolyn K. Hagemann, Andrea R. Thaker, Premal H. Mutch, David G. Powell, Matthew A. Sun, Lulu Mosammaparast, Nima Serra, Violeta Zhao, Peinan Lomonosova, Elena Khabele, Dineo Mullen, Mary M. |
author_sort | Compadre, Amanda J. |
collection | PubMed |
description | PURPOSE: To determine the ability of RAD51 foci to predict platinum chemotherapy response in high-grade serous ovarian cancer (HGSOC) patient-derived samples. EXPERIMENTAL DESIGN: RAD51 and γH2AX nuclear foci were evaluated by immunofluorescence in HGSOC patient-derived cell lines (n = 5), organoids (n = 11), and formalin-fixed, paraffin-embedded tumor samples (discovery n = 31, validation n = 148). Samples were defined as RAD51-High if >10% of geminin-positive cells had ≥5 RAD51 foci. Associations between RAD51 scores, platinum chemotherapy response, and survival were evaluated. RESULTS: RAD51 scores correlated with in vitro response to platinum chemotherapy in established and primary ovarian cancer cell lines (Pearson r = 0.96, P = 0.01). Organoids from platinum-nonresponsive tumors had significantly higher RAD51 scores than those from platinum-responsive tumors (P < 0.001). In a discovery cohort, RAD51-Low tumors were more likely to have a pathologic complete response (RR, 5.28; P < 0.001) and to be platinum-sensitive (RR, ∞; P = 0.05). The RAD51 score was predictive of chemotherapy response score [AUC, 0.90; 95% confidence interval (CI), 0.78–1.0; P < 0.001). A novel automatic quantification system accurately reflected the manual assay (92%). In a validation cohort, RAD51-Low tumors were more likely to be platinum-sensitive (RR, ∞; P < 0.001) than RAD51-High tumors. Moreover, RAD51-Low status predicted platinum sensitivity with 100% positive predictive value and was associated with better progression-free (HR, 0.53; 95% CI, 0.33–0.85; P < 0.001) and overall survival (HR, 0.43; 95% CI, 0.25–0.75; P = 0.003) than RAD51-High status. CONCLUSIONS: RAD51 foci are a robust marker of platinum chemotherapy response and survival in ovarian cancer. The utility of RAD51 foci as a predictive biomarker for HGSOC should be tested in clinical trials. |
format | Online Article Text |
id | pubmed-10320470 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Association for Cancer Research |
record_format | MEDLINE/PubMed |
spelling | pubmed-103204702023-07-06 RAD51 Foci as a Biomarker Predictive of Platinum Chemotherapy Response in Ovarian Cancer Compadre, Amanda J. van Biljon, Lillian N. Valentine, Mark C. Llop-Guevara, Alba Graham, Emily Fashemi, Bisiayo Herencia-Ropero, Andrea Kotnik, Emilee N. Cooper, Isaac Harrington, Shariska P. Kuroki, Lindsay M. McCourt, Carolyn K. Hagemann, Andrea R. Thaker, Premal H. Mutch, David G. Powell, Matthew A. Sun, Lulu Mosammaparast, Nima Serra, Violeta Zhao, Peinan Lomonosova, Elena Khabele, Dineo Mullen, Mary M. Clin Cancer Res Precision Medicine and Imaging PURPOSE: To determine the ability of RAD51 foci to predict platinum chemotherapy response in high-grade serous ovarian cancer (HGSOC) patient-derived samples. EXPERIMENTAL DESIGN: RAD51 and γH2AX nuclear foci were evaluated by immunofluorescence in HGSOC patient-derived cell lines (n = 5), organoids (n = 11), and formalin-fixed, paraffin-embedded tumor samples (discovery n = 31, validation n = 148). Samples were defined as RAD51-High if >10% of geminin-positive cells had ≥5 RAD51 foci. Associations between RAD51 scores, platinum chemotherapy response, and survival were evaluated. RESULTS: RAD51 scores correlated with in vitro response to platinum chemotherapy in established and primary ovarian cancer cell lines (Pearson r = 0.96, P = 0.01). Organoids from platinum-nonresponsive tumors had significantly higher RAD51 scores than those from platinum-responsive tumors (P < 0.001). In a discovery cohort, RAD51-Low tumors were more likely to have a pathologic complete response (RR, 5.28; P < 0.001) and to be platinum-sensitive (RR, ∞; P = 0.05). The RAD51 score was predictive of chemotherapy response score [AUC, 0.90; 95% confidence interval (CI), 0.78–1.0; P < 0.001). A novel automatic quantification system accurately reflected the manual assay (92%). In a validation cohort, RAD51-Low tumors were more likely to be platinum-sensitive (RR, ∞; P < 0.001) than RAD51-High tumors. Moreover, RAD51-Low status predicted platinum sensitivity with 100% positive predictive value and was associated with better progression-free (HR, 0.53; 95% CI, 0.33–0.85; P < 0.001) and overall survival (HR, 0.43; 95% CI, 0.25–0.75; P = 0.003) than RAD51-High status. CONCLUSIONS: RAD51 foci are a robust marker of platinum chemotherapy response and survival in ovarian cancer. The utility of RAD51 foci as a predictive biomarker for HGSOC should be tested in clinical trials. American Association for Cancer Research 2023-07-05 2023-04-25 /pmc/articles/PMC10320470/ /pubmed/37097615 http://dx.doi.org/10.1158/1078-0432.CCR-22-3335 Text en ©2023 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license. |
spellingShingle | Precision Medicine and Imaging Compadre, Amanda J. van Biljon, Lillian N. Valentine, Mark C. Llop-Guevara, Alba Graham, Emily Fashemi, Bisiayo Herencia-Ropero, Andrea Kotnik, Emilee N. Cooper, Isaac Harrington, Shariska P. Kuroki, Lindsay M. McCourt, Carolyn K. Hagemann, Andrea R. Thaker, Premal H. Mutch, David G. Powell, Matthew A. Sun, Lulu Mosammaparast, Nima Serra, Violeta Zhao, Peinan Lomonosova, Elena Khabele, Dineo Mullen, Mary M. RAD51 Foci as a Biomarker Predictive of Platinum Chemotherapy Response in Ovarian Cancer |
title | RAD51 Foci as a Biomarker Predictive of Platinum Chemotherapy Response in Ovarian Cancer |
title_full | RAD51 Foci as a Biomarker Predictive of Platinum Chemotherapy Response in Ovarian Cancer |
title_fullStr | RAD51 Foci as a Biomarker Predictive of Platinum Chemotherapy Response in Ovarian Cancer |
title_full_unstemmed | RAD51 Foci as a Biomarker Predictive of Platinum Chemotherapy Response in Ovarian Cancer |
title_short | RAD51 Foci as a Biomarker Predictive of Platinum Chemotherapy Response in Ovarian Cancer |
title_sort | rad51 foci as a biomarker predictive of platinum chemotherapy response in ovarian cancer |
topic | Precision Medicine and Imaging |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10320470/ https://www.ncbi.nlm.nih.gov/pubmed/37097615 http://dx.doi.org/10.1158/1078-0432.CCR-22-3335 |
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