Automated scoring to assess RAD51-mediated homologous recombination in ovarian patient-derived tumor organoids.

IF 5.1 2区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL
Lucie Thorel, Nicolas Elie, Pierre-Marie Morice, Louis-Bastien Weiswald, Romane Florent, Marion Perréard, Florence Giffard, Agathe Ricou, Raphael Leman, Guillaume Babin, Jean-François Lebrun, Sandrine Martin, Mélanie Briand, Bernard Lambert, Florence Joly, Cécile Blanc-Fournier, Dominique Vaur, Enora Dolivet, Benoit Plancoulaine, Laurent Poulain
{"title":"Automated scoring to assess RAD51-mediated homologous recombination in ovarian patient-derived tumor organoids.","authors":"Lucie Thorel, Nicolas Elie, Pierre-Marie Morice, Louis-Bastien Weiswald, Romane Florent, Marion Perréard, Florence Giffard, Agathe Ricou, Raphael Leman, Guillaume Babin, Jean-François Lebrun, Sandrine Martin, Mélanie Briand, Bernard Lambert, Florence Joly, Cécile Blanc-Fournier, Dominique Vaur, Enora Dolivet, Benoit Plancoulaine, Laurent Poulain","doi":"10.1016/j.labinv.2025.104097","DOIUrl":null,"url":null,"abstract":"<p><p>PARP inhibitors (PARPi) have been shown to improve progression-free survival, particularly in homologous recombination deficient (HRD) ovarian cancers. Identifying patients eligible to PARPi is currently based on next-generation sequencing (NGS), but the persistence of genomic scars in tumors after restoration of HR or epigenetic changes can be a limitation. Functional assays could thus be used to improve this profiling and faithfully identify HRD tumors. The RECAP test assesses the formation of RAD51 foci in proliferating cells after irradiation and can be used on tumors as well as on patient-derived tumor organoids (PDTO). However, RAD51 foci scoring is often performed manually without standardization. The purpose of this translational study was to develop an automated tool for scoring RAD51-mediated HR based on whole slide imaging of ovarian PDTO. To that end, we quantified Cyclin A2 and RAD51 immunofluorescence on 9 PDTO models derived from 8 ovarian cancer patients and next compared RECAP test results to genome instability score (GIScar) and to the patient clinical response. We therefore developed a standardized and automatized quantitative histo-imaging tool allowing a comparative RAD51 foci evaluation and thus to define the HR status in PDTO. Our RECAP-based classification was correlated to the GIScar score, offering a new opportunity for standardization of HR assessment in PDTO. This new automated tool to score HR status, that remains to be validated on a large cohort of patients, may thus be used as a complement to NGS-based tests in order to improve the identification of the number of patients eligible to PARPi.</p>","PeriodicalId":17930,"journal":{"name":"Laboratory Investigation","volume":" ","pages":"104097"},"PeriodicalIF":5.1000,"publicationDate":"2025-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Laboratory Investigation","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.labinv.2025.104097","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MEDICINE, RESEARCH & EXPERIMENTAL","Score":null,"Total":0}
引用次数: 0

Abstract

PARP inhibitors (PARPi) have been shown to improve progression-free survival, particularly in homologous recombination deficient (HRD) ovarian cancers. Identifying patients eligible to PARPi is currently based on next-generation sequencing (NGS), but the persistence of genomic scars in tumors after restoration of HR or epigenetic changes can be a limitation. Functional assays could thus be used to improve this profiling and faithfully identify HRD tumors. The RECAP test assesses the formation of RAD51 foci in proliferating cells after irradiation and can be used on tumors as well as on patient-derived tumor organoids (PDTO). However, RAD51 foci scoring is often performed manually without standardization. The purpose of this translational study was to develop an automated tool for scoring RAD51-mediated HR based on whole slide imaging of ovarian PDTO. To that end, we quantified Cyclin A2 and RAD51 immunofluorescence on 9 PDTO models derived from 8 ovarian cancer patients and next compared RECAP test results to genome instability score (GIScar) and to the patient clinical response. We therefore developed a standardized and automatized quantitative histo-imaging tool allowing a comparative RAD51 foci evaluation and thus to define the HR status in PDTO. Our RECAP-based classification was correlated to the GIScar score, offering a new opportunity for standardization of HR assessment in PDTO. This new automated tool to score HR status, that remains to be validated on a large cohort of patients, may thus be used as a complement to NGS-based tests in order to improve the identification of the number of patients eligible to PARPi.

求助全文
约1分钟内获得全文 求助全文
来源期刊
Laboratory Investigation
Laboratory Investigation 医学-病理学
CiteScore
8.30
自引率
0.00%
发文量
125
审稿时长
2 months
期刊介绍: Laboratory Investigation is an international journal owned by the United States and Canadian Academy of Pathology. Laboratory Investigation offers prompt publication of high-quality original research in all biomedical disciplines relating to the understanding of human disease and the application of new methods to the diagnosis of disease. Both human and experimental studies are welcome.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信