PO.CL07.01 · 临床研究

PROSPERITY研究中对原发性或复发性卵巢癌(OC)患者进行前瞻性类器官药物筛选及临床反应相关性分析

Prospective organoid drug profiling and clinical response correlation for patients with primary or recurrent ovarian carcinoma (OC) in the PROSPERITY study

海报缩略图:PROSPERITY研究中对原发性或复发性卵巢癌(OC)患者进行前瞻性类器官药物筛选及临床反应相关性分析
编号 2494 展板 1 时间 4/20 09:00–12:00 区域 Section 43 主讲 Elizabeth Swisher, MD
分会场 Data-Driven Approaches to Precision Oncology
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作者与单位 Authors & Affiliations

Elizabeth M. Swisher1, Payel Chatterjee2, Isabel Rodriguez1, Kalyan Banda3, Faith Beers1, Asal Patterson4, Enna Manhardt1, Mayumi Rubin-Saika1, Emiko Oshima1, Melanie Dillon1, Rachele Rosati2, Vaishnavi Pallem2, Lauren R. Appleyard2, Alex C. Rajewski2, Shalini Pereira2, Soledad Jorge1, Renata R. Urban1, Elise J. Simons1, John B. Liao1, Barbara Goff1, Carla Grandori5, Christopher J. Kemp6

1University of Washington, Seattle, WA,2SEngine Precision Medicine, Seattle, WA,3University of Washington, School of Medicine, Seattle, WA,4Washington State, Pullman, WA,5SEngine Precision Medicine, Bothell, WA,6Fred Hutchinson Cancer Center, Seattle, WA

摘要 Abstract

中文摘要
我们评估了前瞻性纳入PROSPERITY研究(PROfiling Ovarian cancer to improve PERsonalIzed TherapY,卵巢癌筛选以改善个体化治疗)的42例患者的原发性和复发性OC患者来源类器官(PDO)的药物敏感性谱。共收到来自36名参与者的50份活检样本,其中包括8名参与者化疗前后配对样本以及6名参与者来自2-3个不同转移部位的配对样本。短期PDO由SEngine Precision Medicine(TEMPUS)生成,并评估其对47种化疗或靶向药物组合的药物反应。对每条浓度-反应曲线应用基于筛选的算法,生成敏感性数值评分(SPM评分),将药物反应从15到1排序。采用额外的指标进行分组和类别分配:SPM PDO评分15-14分归类为极佳反应,13-12分为良好,11-9分为中至低度,低于9分为无反应。使用全外显子组测序确认肿瘤来源和驱动突变。在PARIS检测后通过影像学反应、化疗反应评分及KELIM CA-125动力学评估患者临床反应,并根据其相对于PDO预测结果归类为一致或不一致。药物筛选在43/50(86%)份样本中成功,治疗前样本的中位周转时间为20天,化疗后样本为26天。检测样本包括16份化疗前采集的原发性OC、20份新辅助化疗3-4个周期后采集的样本以及7份复发性OC。7/21(33%)份化疗后样本未通过质量控制(QC)指标,而化疗前样本为2/17(11.7%)。在9例技术上和临床上可评估的化疗前原发性OC中,7例(77.8%)对卡铂为基础治疗的临床反应与PDO预测一致。在9例化疗后可评估病例中,6例(66.6%)与PDO预测临床一致。在6例可评估的复发性OC参与者中,无一接受PARIS指导的治疗,因而无法评估临床一致性。在原发性和复发性OC中,所有筛选样本均鉴定出独特的PDO药物敏感性谱,这些谱是标准分子分析无法预测的,提示其可指导用药。在5例于两个不同转移部位检测的病例中,SPM评分高度一致(Spearman秩相关,0.48-0.77),第6例中的一对样本未通过QC而不可评估。总之,对原发性和转移性OC来源类器官进行药物筛选高度可行,并显示出具有临床相关性的药物反应预测前景,且在来自多个转移部位的样本中一致性高。对预测为极佳和良好反应的超适应症药物的覆盖,一直是PDO筛选在复发情况下临床应用的主要障碍。
查看英文原文 English abstract
We evaluated drug sensitivity profiling of primary and recurrent OC patient-derived organoids (PDOs) from 42 patients prospectively enrolled to the PR o filing O varian cancer S to improve PER sonal I zed T herap Y (PROSPERITY) study . A total of 50 biopsy samples from 36 participants were received including paired pre- and post- chemo samples for 8 and paired samples from 2-3 different metastatic sites for 6 participants. Short-term PDOs were generated by SEngine Precision Medicine (TEMPUS) and assessed for drug response to a panel of 47 chemotherapeutic or targeted drugs. A filter-based algorithm was applied to each concentration-response curve to generate a sensitivity numerical score (SPM score) ranking drug responses from 15 to 1. Additional metrics were employed to group and assign categories: SPM PDO scores of 15-14 were categorized as exceptional responses, 13-12 as good, 11-9 as moderate to low, and below 9 as no response. Tumor origin and driver mutations were confirmed using whole-exome sequencing. Patient clinical response was assessed post-PARIS test using radiologic response, chemotherapy response score, and KELIM CA-125 kinetics and categorized as concordant or non-concordant relative to the PDO prediction. Drug profiling was successful in 43/50 (86%) samples with a median turnaround time of 20 days for pre-treatment samples and 26 days for post-chemo samples. Tested samples included 16 primary OC collected before chemotherapy, 20 collected after 3-4 cycles of neoadjuvant chemotherapy, and 7 recurrent OCs. 7/21(33%) post-chemo samples failed quality control (QC) metrics compared to 2/17 (11.7%) pre-chemo. Of 9 technically and clinically evaluable primary OC obtained pre-chemo, clinical response to carboplatin-based therapy was concordant with PDO prediction in 7 (77.8%). Of the 9 post-chemo evaluable cases, 6 (66.6%) were clinically concordant with PDO prediction. Of the 6 evaluable participants with recurrent OC, none were treated with a PARIS-guided therapy, preventing assessment of clinical concordance. In both the primary and recurrent OCs, unique PDO drug sensitivity profiles were identified in all profiled samples that would not have been predicted by standard molecular profiling, suggesting actionability. In 5 cases tested at two different metastatic sites, SPM scores were highly concordant (Spearman ranks, 0.48-0.77), one pair in the sixth case failed QC and was non-evaluable. In conclusion, drug profiling of both primary and metastatic OC derived organoids is highly feasible and shows promise for clinically relevant drug response predictions with high concordance in samples from more than one metastatic site. Coverage of off-label drugs with predicted exceptional and good responses has been a major barrier to clinical utilization of PDO profiling in the recurrent setting.
利益披露 Disclosure
E. M. Swisher, ideaya bioscience Independent Contractor, Stock, Stock Option. I. Rodriguez, None.. A. Patterson, None.. E. Manhardt, None. C. Grandori, TEMPUS Independent Contractor.

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