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Predictive Biomarkers of Antibody-Drug Conjugate Efficacy for Solid Tumors: Current Challenges and the Potential Role of Quantitative Proteomics 实体肿瘤抗体-药物结合疗效的预测性生物标志物:当前的挑战和定量蛋白质组学的潜在作用
IF 11.5 1区 医学 Q1 ONCOLOGY Pub Date : 2025-12-22 DOI: 10.1158/1078-0432.ccr-25-3103
Nicholas J. McNamee, Jia Liu, Rebecca C. Poulos, Adel T. Aref, Roger R. Reddel
Antibody-drug conjugate (ADC) development is progressing rapidly with significant impacts on the treatment landscape of clinical oncology. However, the development of predictive biomarkers to guide ADC selection has not kept pace, and to date has been mostly limited to immunohistochemistry, hampering patient selection and personalized treatment recommendations. Here, we review the current state of ADC target protein assessment, and the association between target expression levels and therapeutic efficacy. We discuss the limitations and challenges of existing protein assessment technology and highlight the potential clinical role of quantitative mass spectrometry-based proteomics for rapid, comprehensive and accurate protein quantification. We propose that integrating multiplexed proteomic assays early in ADC development and clinical trial design can improve therapeutic targeting, enhance clinical trial design and ultimately lead to more personalized ADC-based treatment strategies.
抗体-药物偶联物(ADC)的发展进展迅速,对临床肿瘤的治疗前景产生了重大影响。然而,用于指导ADC选择的预测性生物标志物的发展并没有跟上步伐,迄今为止主要局限于免疫组织化学,阻碍了患者选择和个性化治疗建议。在此,我们综述了ADC靶蛋白评估的现状,以及靶蛋白表达水平与治疗效果之间的关系。我们讨论了现有蛋白质评估技术的局限性和挑战,并强调了基于定量质谱的蛋白质组学在快速,全面和准确的蛋白质定量方面的潜在临床作用。我们建议在ADC开发和临床试验设计的早期整合多重蛋白质组学分析可以提高治疗靶向性,增强临床试验设计,并最终产生更个性化的基于ADC的治疗策略。
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引用次数: 0
CtDNA detection with low-pass whole genome bisulfite sequencing in RAS wild-type metastatic colorectal cancer: an exploratory objective of the VALENTINO trial 低通全基因组亚硫酸氢盐测序在RAS野生型转移性结直肠癌中的CtDNA检测:VALENTINO试验的探索性目标
IF 11.5 1区 医学 Q1 ONCOLOGY Pub Date : 2025-12-22 DOI: 10.1158/1078-0432.ccr-25-2773
Paolo Manca, Marta Paoli, Francesca Galardi, Federica Morano, Samantha Di Donato, Laura Biganzoli, Luca Malorni, Agostina Nardone, Margherita Ambrosini, Carolina Sciortino, Simone Oldani, Filippo Ghelardi, Vincenzo Nasca, Camilla Damonte, Cecilia Villa, Roberta Fazio, Salsabil Mohamed, Francesca Demichelis, Isacco Montroni, Sara Pusceddu, Chiara Cremolini, Sara Lonardi, Matteo Benelli, Filippo Pietrantonio
Purpose: Longitudinal measuring of circulating tumor DNA (ctDNA) during systemic treatment of metastatic colorectal cancer (mCRC) is promising for disease monitoring, but it is hampered by high costs and lacks formal demonstration of clinical usefulness. Patients and Methods: We leveraged METER, a novel, highly reproducible, computational workflow that infers ctDNA presence and fraction from low-pass whole genome bisulfite sequencing to investigate baseline and 8-week ctDNA dynamics in patients with RAS wild-type mCRC undergoing first-line treatment with panitumumab/FOLFOX in the VALENTINO randomized phase 2 trial. IchorCNA was used to provide a benchmark for METER. Results: A total of 154 patients were evaluable. Baseline ctDNA was detected in 72.7% of patients and was associated with significantly higher risk of progression (1.65, 95%CI: 1.13-2.42; p=0.010) and death (HR: 2.24, 95%CI: 1.37-3.66; p<0.001). CtDNA clearance at 8 weeks was observed in 80.2% of patients with baseline detectable ctDNA; persistence of ctDNA was associated with significantly higher risk of progression (2.70, 95%CI: 1.63-4.49; p<0.001) and death (HR: 3.37, 95%CI: 2.00-5.69; p<0.001). CtDNA clearance was associated with a more profound depth of response (DoR) (median -48.4% vs -41.2%; p=0.023) but not with a higher frequency of early tumor shrinkage (72.0% vs 73.7%, p=1.00). METER expanded the number of ctDNA-positive patients relative to a copy number alteration– and a variant allele frequency–based methods. Conclusion: CtDNA detection and quantification with METER is a promising tool for cost-effective treatment monitoring in mCRC and can complement radiological assessment of response dynamics.
目的:在转移性结直肠癌(mCRC)全身治疗期间,循环肿瘤DNA (ctDNA)的纵向测量有望用于疾病监测,但由于成本高且缺乏正式的临床有效性证明。患者和方法:在VALENTINO随机2期试验中,我们利用METER(一种新颖的、高度可重复的计算工作流程,从低通全基因组亚硫酸氢盐测序中推断ctDNA的存在和比例)来研究接受帕尼单抗/FOLFOX一线治疗的RAS野生型mCRC患者的基线和8周ctDNA动态。IchorCNA为METER提供了一个基准。结果:154例患者可评估。基线ctDNA在72.7%的患者中被检测到,并且与更高的进展风险(1.65,95%CI: 1.13-2.42; p=0.010)和死亡风险(HR: 2.24, 95%CI: 1.37-3.66; p<0.001)相关。在基线CtDNA可检测的患者中,80.2%的患者在8周时观察到CtDNA清除;ctDNA的持续存在与更高的进展风险(2.70,95%CI: 1.63-4.49; p<0.001)和死亡风险(HR: 3.37, 95%CI: 2.00-5.69; p<0.001)相关。CtDNA清除率与更深刻的反应深度(DoR)相关(中位数为-48.4% vs -41.2%, p=0.023),但与更高的早期肿瘤缩小频率无关(72.0% vs 73.7%, p=1.00)。相对于基于拷贝数改变和基于变异等位基因频率的方法,METER扩大了ctdna阳性患者的数量。结论:利用METER进行CtDNA检测和定量是一种具有成本效益的mCRC治疗监测工具,可以补充放射学评估反应动力学。
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引用次数: 0
Efficacy and Safety of Capivasertib (AZD5363), a Potent, Oral Pan-AKT Inhibitor, in Patients with Relapsed or Refractory B-Cell Non-Hodgkin Lymphoma (CAPITAL) 强效口服泛akt抑制剂Capivasertib (AZD5363)治疗复发或难治性b细胞非霍奇金淋巴瘤(CAPITAL)的疗效和安全性
IF 11.5 1区 医学 Q1 ONCOLOGY Pub Date : 2025-12-22 DOI: 10.1158/1078-0432.ccr-25-2239
Daniel J. Hodson, Geoffrey Shouse, Ho-Jin Shin, Antonio Salar, Sabela Bobillo, Vincent Ribrag, Nicol A. Macpherson, Raul Cordoba, Jin Seok Kim, Stephanie Guidez, Alex F. Herrera, Franck Morschhauser, Dachelle Colton, Macarena Izuzquiza, Nisha Sambamurthy, Veerendra Munugalavadla, Sergio Vicente, Gullu Gorgun, Robert Chen, Anas Younes, Michael L. Wang
Purpose: An unmet treatment need remains for relapsed/refractory (R/R) non-Hodgkin lymphoma (NHL), including the follicular lymphoma (FL), mantle cell lymphoma (MCL), and marginal zone lymphoma (MZL) subtypes. The PI3K/AKT/mTOR pathway is dysregulated and associated with poor prognosis in NHL. The AKT inhibitor capivasertib has preclinical activity in hematologic malignancy models. Methods: NCT05008055 was a modular, open-label, multicenter phase II study that examined oral capivasertib monotherapy in patients with R/R B-cell NHL who had received ≥2 prior lines of therapy. Patients had R/R FL (Cohort 1A), MZL (Cohort 1B), or MCL (Cohort 1C). Capivasertib 480 mg twice daily was administered orally 4 days on/3 days off. The primary objective was to determine the objective response rate (ORR) by blinded independent central review. Results: 30 patients were enrolled (of 272 planned). The ORRs for patients with R/R FL, MZL, and MCL were 18.8% (3/16), 33.3% (1/3), and 30% (3/10), respectively; 62.5% (10/16) of patients with R/R FL had stable disease. Baseline tumor PTEN expression was deficient/undetectable in the two patients who had a complete response and three of five patients who had a partial response. The most common capivasertib-related adverse events (AEs) were diarrhea (63.3%), nausea (20%), vomiting (13.3%), and hyperglycemia (10%). Capivasertib-related grade ≥3 AEs or serious AEs were observed in 9 and 3 patients, respectively. Conclusion: The study was terminated early with a small sample size, limiting interpretation, although antitumor activity was limited. Future studies of capivasertib in hematologic malignancies would likely require biomarker-directed patient selection and/or combination therapy.
目的:复发/难治性(R/R)非霍奇金淋巴瘤(NHL)的治疗需求仍未得到满足,包括滤泡性淋巴瘤(FL)、套细胞淋巴瘤(MCL)和边缘区淋巴瘤(MZL)亚型。NHL患者PI3K/AKT/mTOR通路失调并与不良预后相关。AKT抑制剂capivasertib在血液恶性肿瘤模型中具有临床前活性。方法:NCT05008055是一项模块化、开放标签、多中心的II期研究,研究了口服capivasertib单药治疗R/R b细胞NHL患者,这些患者既往接受过≥2条治疗线。患者有R/R FL (1A队列)、MZL (1B队列)或MCL (1C队列)。Capivasertib 480 mg,每日两次,口服4天,开/停3天。主要目的是通过盲法独立中心评价确定客观缓解率(ORR)。结果:30例患者入组(计划272例)。R/R FL、MZL和MCL患者的orr分别为18.8%(3/16)、33.3%(1/3)和30% (3/10);62.5%(10/16)的患者病情稳定。在两名完全缓解的患者和五名部分缓解的患者中,有三名患者的基线肿瘤PTEN表达不足/无法检测到。最常见的capivasertib相关不良事件(ae)是腹泻(63.3%)、恶心(20%)、呕吐(13.3%)和高血糖(10%)。capivasertib相关≥3级ae和严重ae分别在9例和3例患者中观察到。结论:该研究早期终止,样本量小,限制了解释,尽管抗肿瘤活性有限。capivasertib在血液恶性肿瘤中的未来研究可能需要生物标志物导向的患者选择和/或联合治疗。
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引用次数: 0
Molecular and clinical characteristics of patients with non-small cell lung cancer (NSCLC) harboring KRAS G12V mutations 携带KRAS G12V突变的非小细胞肺癌(NSCLC)患者的分子和临床特征
IF 11.5 1区 医学 Q1 ONCOLOGY Pub Date : 2025-12-19 DOI: 10.1158/1078-0432.ccr-25-2581
Felix John, Lea Ruge, Malte Verheyen, Heather Scharpenseel, Sebastian Yves Friedrich. Michels, Richard Riedel, Rieke Fischer, Carolin Jakob, Janna Siemanowski-Hrach, Jana Fassunke, Carina Heydt, Michaela Angelika. Ihle, Su Ir. Lyu, Anna Rasokat, Wolfgang Schulte, Karl-Josef Franke, Ullrich Graeven, Jutta Kappes, Anna Kron, Udo Siebolts, Sabine Merkelbach-Bruse, Alexander Quaas, Reinhard Büttner, Jürgen Wolf, Matthias Scheffler
Purpose: KRAS G12V is among the most frequent KRAS mutations in non-small cell lung cancer (NSCLC), yet its clinical and molecular features remain poorly understood. Experimental Design: In this retrospective study, we analyzed 636 patients with KRAS G12V-mutated NSCLC diagnosed between 2018 and 2023. Clinical, pathological, and molecular characteristics, including co-mutations, smoking history, PD-L1 expression, CD8+ T-cell infiltration, and treatment outcomes, were assessed. Results: The majority of patients (94.2%) were current or former smokers, with a median tobacco exposure of 40 pack-years. Co-mutations were frequent, most commonly in TP53 (40.2%), STK11 (30.2%), and KEAP1 (29.3%). Heavy smokers exhibited significantly higher PD-L1 expression and more frequent TP53, KEAP1, and NTRK1–3mutations than light smokers. CD8+ T-cell infiltration showed a non-significant trend toward higher values in G12V compared to non-G12V KRAS subtypes. Among 151 patients with advanced disease, those treated with immune checkpoint blockade (ICB) alone or in combination with chemotherapy had significantly higher response rates and improved real-world progression-free (rwPFS) and overall survival (rwOS) compared to chemotherapy alone. In patients with PD-L1 TPS ≥50%, ICB-based treatment achieved a median rwOS of 30 months. Conclusions: KRAS G12V-mutated NSCLC is characterized by a strong association with tobacco use, high co-mutation rates in clinically relevant genes, and a favorable response to PD-L1-based immunotherapy. The observed mutation landscape supports the potential for dual checkpoint blockade in a significant subset.
目的:KRAS G12V是非小细胞肺癌(NSCLC)中最常见的KRAS突变之一,但其临床和分子特征尚不清楚。实验设计:在这项回顾性研究中,我们分析了2018年至2023年间诊断的636例KRAS g12v突变的NSCLC患者。评估临床、病理和分子特征,包括共突变、吸烟史、PD-L1表达、CD8+ t细胞浸润和治疗结果。结果:大多数患者(94.2%)是当前或曾经的吸烟者,烟草暴露中位数为40包年。共突变很常见,最常见的是TP53(40.2%)、STK11(30.2%)和KEAP1(29.3%)。重度吸烟者的PD-L1表达明显高于轻度吸烟者,TP53、KEAP1和ntrk1 - 3突变也更频繁。与非G12V KRAS亚型相比,G12V亚型的CD8+ t细胞浸润呈不显著的升高趋势。在151例晚期疾病患者中,与单独化疗相比,单独使用免疫检查点阻断(ICB)或联合化疗治疗的患者具有显着更高的缓解率和改善的真实世界无进展(rwPFS)和总生存期(rwOS)。在PD-L1 TPS≥50%的患者中,基于icb的治疗实现了30个月的中位rwOS。结论:KRAS g12v突变的NSCLC的特点是与烟草使用密切相关,临床相关基因的高共突变率,以及对基于pd - l1的免疫治疗的良好反应。观察到的突变情况支持在一个重要的子集中双重检查点封锁的可能性。
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引用次数: 0
Investigating Early Kinetics in Plasma ctDNA and Peripheral T Cell Receptor Repertoire to Predict Treatment Outcomes to PD-1 Inhibitors in Head and Neck Cancer 研究血浆ctDNA和外周T细胞受体库的早期动力学以预测PD-1抑制剂治疗头颈癌的结果
IF 11.5 1区 医学 Q1 ONCOLOGY Pub Date : 2025-12-19 DOI: 10.1158/1078-0432.ccr-25-3541
Enrique Sanz-Garcia, Shirin Soleimani, Jeff P. Bruce, Stephanie Pedersen, Marian Tang, Lisa Avery, Jenna Eagles, Anna Spreafico, Aaron R. Hansen, Lawson Eng, George Laliotis, Michael Krainock, Minetta Liu, Prabhjit Basra, Celeste Yu, Sam Felicen, Pamela S. Ohashi, Scott V. Bratman, Trevor J. Pugh, Lillian L. Siu
Purpose: Immune checkpoint blockade (ICB) therapies targeting the PD-1 axis have significantly improved survival in patients with recurrent/metastatic head and neck squamous cell carcinoma (R/M HNSCC). Circulating tumor DNA (ctDNA) and peripheral T cell receptor (TCR) repertoires are emerging as promising biomarkers for predicting ICB response. Early characterization of ctDNA and TCR dynamics may enable timely treatment adjustments before clinical or radiological progression. Patients and Methods: The IO-KIN study (NCT04606940) is a single-center, prospective trial involving 15 patients with R/M HNSCC treated with nivolumab or pembrolizumab. Blood samples (n=104) were collected across seven timepoints from baseline to day 29. ctDNA was analyzed using a personalized assay (Signatera), and peripheral TCR repertoires were profiled using CapTCR-seq in eight patients. Results: A decline in ctDNA after day 8 was associated with radiological response, longer progression-free survival, and a trend toward improved overall survival. TCR repertoires transiently diversified between days 8-22, with longer diversification windows in patients showing sustained ctDNA decline. Using the GLIPHII algorithm, an EBV-specific TCR signature was identified and persisted in patients with clinical benefit. Additional TCR signatures, potentially recognizing tumor-associated antigens, emerged as early as day 3 and were linked to positive outcomes. Conclusions: Simultaneous early monitoring of ctDNA and TCR dynamics reveals key determinants of ICB outcomes in R/M HNSCC. The transient nature of TCR diversification emphasizes the importance of precise sample timing to guide early therapeutic decisions and improve patient outcomes.
目的:针对PD-1轴的免疫检查点阻断(ICB)疗法可显著提高复发/转移性头颈部鳞状细胞癌(R/M HNSCC)患者的生存率。循环肿瘤DNA (ctDNA)和外周T细胞受体(TCR)谱正在成为预测ICB反应的有希望的生物标志物。ctDNA和TCR动态的早期特征可以在临床或放射学进展之前及时调整治疗。患者和方法:IO-KIN研究(NCT04606940)是一项单中心前瞻性试验,涉及15例接受纳武单抗或派姆单抗治疗的R/M型HNSCC患者。从基线到第29天的7个时间点采集血液样本(n=104)。使用个性化检测(Signatera)分析ctDNA,并使用CapTCR-seq分析8例患者的外周TCR谱。结果:第8天后ctDNA的下降与放射反应、更长的无进展生存期和总生存期改善的趋势相关。在8-22天之间,TCR谱会短暂多样化,ctDNA持续下降的患者的多样化窗口更长。使用GLIPHII算法,确定ebv特异性TCR特征,并在具有临床益处的患者中持续存在。额外的TCR特征,可能识别肿瘤相关抗原,早在第3天就出现了,并与积极的结果有关。结论:同时早期监测ctDNA和TCR动态揭示了R/M型HNSCC ICB结局的关键决定因素。TCR多样化的短暂性强调了精确的样本时间对于指导早期治疗决策和改善患者预后的重要性。
{"title":"Investigating Early Kinetics in Plasma ctDNA and Peripheral T Cell Receptor Repertoire to Predict Treatment Outcomes to PD-1 Inhibitors in Head and Neck Cancer","authors":"Enrique Sanz-Garcia, Shirin Soleimani, Jeff P. Bruce, Stephanie Pedersen, Marian Tang, Lisa Avery, Jenna Eagles, Anna Spreafico, Aaron R. Hansen, Lawson Eng, George Laliotis, Michael Krainock, Minetta Liu, Prabhjit Basra, Celeste Yu, Sam Felicen, Pamela S. Ohashi, Scott V. Bratman, Trevor J. Pugh, Lillian L. Siu","doi":"10.1158/1078-0432.ccr-25-3541","DOIUrl":"https://doi.org/10.1158/1078-0432.ccr-25-3541","url":null,"abstract":"Purpose: Immune checkpoint blockade (ICB) therapies targeting the PD-1 axis have significantly improved survival in patients with recurrent/metastatic head and neck squamous cell carcinoma (R/M HNSCC). Circulating tumor DNA (ctDNA) and peripheral T cell receptor (TCR) repertoires are emerging as promising biomarkers for predicting ICB response. Early characterization of ctDNA and TCR dynamics may enable timely treatment adjustments before clinical or radiological progression. Patients and Methods: The IO-KIN study (NCT04606940) is a single-center, prospective trial involving 15 patients with R/M HNSCC treated with nivolumab or pembrolizumab. Blood samples (n=104) were collected across seven timepoints from baseline to day 29. ctDNA was analyzed using a personalized assay (Signatera), and peripheral TCR repertoires were profiled using CapTCR-seq in eight patients. Results: A decline in ctDNA after day 8 was associated with radiological response, longer progression-free survival, and a trend toward improved overall survival. TCR repertoires transiently diversified between days 8-22, with longer diversification windows in patients showing sustained ctDNA decline. Using the GLIPHII algorithm, an EBV-specific TCR signature was identified and persisted in patients with clinical benefit. Additional TCR signatures, potentially recognizing tumor-associated antigens, emerged as early as day 3 and were linked to positive outcomes. Conclusions: Simultaneous early monitoring of ctDNA and TCR dynamics reveals key determinants of ICB outcomes in R/M HNSCC. The transient nature of TCR diversification emphasizes the importance of precise sample timing to guide early therapeutic decisions and improve patient outcomes.","PeriodicalId":10279,"journal":{"name":"Clinical Cancer Research","volume":"29 1","pages":""},"PeriodicalIF":11.5,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145785832","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Germline pathogenic variant prediction model for tumor-only sequencing based on Japanese clinicogenomic database 基于日本临床基因组数据库的肿瘤单测序种系致病变异预测模型
IF 11.5 1区 医学 Q1 ONCOLOGY Pub Date : 2025-12-17 DOI: 10.1158/1078-0432.ccr-25-2985
Masachika Ikegami, Liuzhe Zhang, Makoto Hirata, Tatsuro Yamaguchi, Shinya Oda, Shinji Kohsaka, Hiroyuki Mano, Toshihide Hirai, Hiroshi Kobayashi
Purpose: Germline pathogenic variants (GPVs) are frequently identified as secondary findings in cancer gene panel testing. Due to limited data on germline conversion rates (GCRs) in the Japanese population, clinical decisions have relied on ESMO criteria. We aimed to develop a variant-level GCR prediction algorithm using Japanese tumor-normal matched panel database and compare its utility with existing standards. Patients and Methods: We analyzed 7,078 Japanese cases from the NCC Oncopanel dataset, focusing on 32 hereditary cancer genes. Clinical features, sample information, sequence results, and minor allele frequency (MAF) in healthy populations were incorporated int a machine learning model and nomogram. Clinical utility was assessed via decision curve analysis and validated using GenMineTOP dataset. Results: Among 3,372 cases (mean age 61; 51% male), 4,905 pathogenic variants were identified, including 491 GPVs (GCR: 10%). High disease-specific GCRs were observed in BAP1 (11% in ocular tumors), BRCA1 and/or BRCA2 (13–16% in ovarian/peritoneal cancers), and NF1 (16% in peripheral nerve tumors). Genes with &gt;50% GCRs included RAD51C, BRCA1, PALB2, CHEK2, RET, BRCA2, and PMS2. Significant predictors included age &lt;30, multiple cancers, gene type, cancer type, MAF, relative variant allele frequency to tumor purity, and tumor allele ratio (TAR). The model achieved a c-index of 0.96–0.97, outperforming ESMO (0.88), with a 1.2% net benefit at a 5% threshold. The results were confirmed using GenMineTOP dataset. Conclusions: Variant-level prediction models for Japanese cancer patients incorporating TAR and MAF offer improved GPV prediction over gene-level approaches and support clinical decision-making and personalized medicine.
目的:种系致病性变异体(GPVs)经常被确定为癌症基因面板检测的次要发现。由于日本人群生殖系转换率(GCRs)数据有限,临床决策依赖于ESMO标准。我们的目的是利用日本肿瘤-正常匹配面板数据库开发一种变异水平的GCR预测算法,并将其与现有标准的效用进行比较。患者和方法:我们分析了来自NCC oncoppanel数据集的7078例日本病例,重点分析了32种遗传性癌症基因。健康人群的临床特征、样本信息、序列结果和次要等位基因频率(MAF)被纳入机器学习模型和nomogram。通过决策曲线分析评估临床效用,并使用GenMineTOP数据集进行验证。结果:在3372例(平均年龄61岁,51%为男性)中,鉴定出4905种致病变异,其中包括491种gpv (GCR: 10%)。在BAP1(眼部肿瘤中为11%)、BRCA1和/或BRCA2(卵巢癌/腹膜癌中为13-16%)和NF1(周围神经肿瘤中为16%)中观察到高疾病特异性gcr。带有&;gt;50%的GCRs包括RAD51C、BRCA1、PALB2、CHEK2、RET、BRCA2和PMS2。重要的预测因素包括年龄;30,多种癌症,基因类型,癌症类型,MAF,相对变异等位基因频率与肿瘤纯度,肿瘤等位基因比(TAR)。该模型的c指数为0.96-0.97,优于ESMO(0.88),在5%的阈值下净效益为1.2%。使用GenMineTOP数据集对结果进行了验证。结论:结合TAR和MAF的日本癌症患者变异水平预测模型比基因水平方法提供了更好的GPV预测,支持临床决策和个性化医疗。
{"title":"Germline pathogenic variant prediction model for tumor-only sequencing based on Japanese clinicogenomic database","authors":"Masachika Ikegami, Liuzhe Zhang, Makoto Hirata, Tatsuro Yamaguchi, Shinya Oda, Shinji Kohsaka, Hiroyuki Mano, Toshihide Hirai, Hiroshi Kobayashi","doi":"10.1158/1078-0432.ccr-25-2985","DOIUrl":"https://doi.org/10.1158/1078-0432.ccr-25-2985","url":null,"abstract":"Purpose: Germline pathogenic variants (GPVs) are frequently identified as secondary findings in cancer gene panel testing. Due to limited data on germline conversion rates (GCRs) in the Japanese population, clinical decisions have relied on ESMO criteria. We aimed to develop a variant-level GCR prediction algorithm using Japanese tumor-normal matched panel database and compare its utility with existing standards. Patients and Methods: We analyzed 7,078 Japanese cases from the NCC Oncopanel dataset, focusing on 32 hereditary cancer genes. Clinical features, sample information, sequence results, and minor allele frequency (MAF) in healthy populations were incorporated int a machine learning model and nomogram. Clinical utility was assessed via decision curve analysis and validated using GenMineTOP dataset. Results: Among 3,372 cases (mean age 61; 51% male), 4,905 pathogenic variants were identified, including 491 GPVs (GCR: 10%). High disease-specific GCRs were observed in BAP1 (11% in ocular tumors), BRCA1 and/or BRCA2 (13–16% in ovarian/peritoneal cancers), and NF1 (16% in peripheral nerve tumors). Genes with &amp;gt;50% GCRs included RAD51C, BRCA1, PALB2, CHEK2, RET, BRCA2, and PMS2. Significant predictors included age &amp;lt;30, multiple cancers, gene type, cancer type, MAF, relative variant allele frequency to tumor purity, and tumor allele ratio (TAR). The model achieved a c-index of 0.96–0.97, outperforming ESMO (0.88), with a 1.2% net benefit at a 5% threshold. The results were confirmed using GenMineTOP dataset. Conclusions: Variant-level prediction models for Japanese cancer patients incorporating TAR and MAF offer improved GPV prediction over gene-level approaches and support clinical decision-making and personalized medicine.","PeriodicalId":10279,"journal":{"name":"Clinical Cancer Research","volume":"16 1","pages":""},"PeriodicalIF":11.5,"publicationDate":"2025-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145765239","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
KEYLYNK-009: Pembrolizumab Plus Olaparib in Locally Recurrent Inoperable or Metastatic Triple-Negative Breast Cancer and Clinical Benefit From First-Line Pembrolizumab Plus Chemotherapy KEYLYNK-009:派姆单抗联合奥拉帕尼治疗局部复发不能手术或转移性三阴性乳腺癌和一线派姆单抗联合化疗的临床获益
IF 11.5 1区 医学 Q1 ONCOLOGY Pub Date : 2025-12-17 DOI: 10.1158/1078-0432.ccr-25-1818
Hope S. Rugo, David W. Cescon, Mark E. Robson, Seock-Ah Im, Florence Dalenc, Eduardo Yañez Ruiz, Felipe Reyes-Cosmelli, Janice M. Walshe, Young-Hyuck Im, Sergii Kulyk, Oleksandr Dudnichenko, Néstor Llinás-Quintero, Shigehira Saji, Yasuo Miyoshi, Aditya Bardia, Nadia Harbeck, Amin Haiderali, Li Fan, Jaime A. Mejia, Vassiliki Karantza, Antonio Llombart-Cussac
Purpose: Pembrolizumab plus olaparib versus pembrolizumab plus chemotherapy was evaluated as post-induction therapy for patients with PD-L1‒unselected locally recurrent inoperable/metastatic triple-negative breast cancer (TNBC) who derived clinical benefit from first-line pembrolizumab plus platinum-based chemotherapy induction therapy. Methods: In this phase 2 study (NCT04191135), participants with previously untreated locally recurrent inoperable/metastatic TNBC received first-line pembrolizumab 200 mg Q3W plus platinum-based chemotherapy. Participants with complete/partial response or stable disease (per RECIST v1.1) were randomized 1:1 to pembrolizumab 200 mg Q3W plus olaparib 300 mg BID or pembrolizumab plus chemotherapy. PFS and OS were primary endpoints. Results: Of 460 participants receiving induction treatment, 271 were randomized to post-induction therapy. Median PFS was 5.5 months in the pembrolizumab plus olaparib group versus 5.6 months in the pembrolizumab plus chemotherapy group (HR, 0.98; 95% CI, 0.72‒1.33; P=0.4556). Median OS was 25.1 versus 23.4 months, respectively (HR, 0.95; 95% CI, 0.64‒1.40). In participants with tumor BRCA1/BRCA2 mutations (tBRCAm), HRs for PFS (HR, 0.70; 95% CI, 0.33‒1.48) and OS (0.81; 95% CI, 0.28‒2.37) favored pembrolizumab plus olaparib. Treatment-related adverse events occurred in 84.4% and 96.2% of participants receiving pembrolizumab plus olaparib and pembrolizumab plus chemotherapy, respectively. Conclusion: Although the primary endpoint was not met, post-induction pembrolizumab plus olaparib therapy resulted in similar PFS and OS compared with pembrolizumab plus chemotherapy in this setting. The positive trend for PFS and OS in participants with tBRCAm suggests a potential non-chemotherapy strategy for maintaining clinical benefit attained with first-line pembrolizumab plus chemotherapy induction treatment. No new safety signals were identified.
目的:评估派姆单抗联合奥拉帕尼与派姆单抗联合化疗作为pd - l1非选择性局部复发不能手术/转移性三阴性乳腺癌(TNBC)患者诱导后治疗的效果,这些患者从一线派姆单抗联合铂基化疗诱导治疗中获得临床获益。方法:在这项2期研究(NCT04191135)中,先前未经治疗的局部复发不能手术/转移性TNBC患者接受一线派姆单抗200mg Q3W加铂类化疗。完全/部分缓解或疾病稳定的参与者(根据RECIST v1.1)按1:1随机分配至派姆单抗200mg Q3W +奥拉帕尼300mg BID或派姆单抗+化疗。PFS和OS为主要终点。结果:460名接受诱导治疗的参与者中,271人随机接受诱导后治疗。派姆单抗加奥拉帕尼组的中位PFS为5.5个月,而派姆单抗加化疗组的中位PFS为5.6个月(HR, 0.98; 95% CI, 0.72-1.33; P=0.4556)。中位OS分别为25.1个月和23.4个月(HR, 0.95; 95% CI, 0.64-1.40)。在肿瘤BRCA1/BRCA2突变(tBRCAm)的参与者中,PFS (HR, 0.70; 95% CI, 0.33-1.48)和OS (0.81, 95% CI, 0.28-2.37)的HR倾向于派姆单抗+奥拉帕尼。接受派姆单抗联合奥拉帕尼和派姆单抗联合化疗的参与者中,治疗相关不良事件发生率分别为84.4%和96.2%。结论:虽然没有达到主要终点,但诱导后派姆单抗加奥拉帕尼治疗与派姆单抗加化疗相比,PFS和OS相似。tBRCAm患者的PFS和OS呈阳性趋势,这表明有可能采用非化疗策略来维持一线派姆单抗加化疗诱导治疗获得的临床获益。没有发现新的安全信号。
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引用次数: 0
Broad Utility of Ultrasensitive Analysis of ctDNA Dynamics across Solid Tumors Treated with Immunotherapy 免疫治疗实体肿瘤ctDNA动力学超灵敏分析的广泛应用
IF 11.5 1区 医学 Q1 ONCOLOGY Pub Date : 2025-12-16 DOI: 10.1158/1078-0432.ccr-25-2312
Elena Garralda, Charles Abbott, Alma Calahorro, Oriol Mirallas, Jason Pugh, Ana Belén Moreno-Cárdenas, Kathleen Keough, Vladimir Galvao, Guzman Alonso, Armando Mel Olano, María Vieito Villar, Arjun Oberoi, Julia Lostes Bardaji, Alberto Hernando-Calvo, Irene Braña, Giulia Pretelli, Belen Ortega, Carlota Arenillas, Natalia Czerniak, Fábio C.P. Navarro, Bailiang Li, Rachel Marty Pyke, Neeraja Ravi, Christina Zatse, Francesco Grussu, Marta Sanz, Cristina Viaplana, Kira Raskina, Jose Jimenez, Roberta Fasani, Patricia Casbas-Hernandez, Ezoglin Oflazoglu, Darren Hodgson, Jorge Reis-Filho, Enriqueta Felip, Elena Élez, Eva Muñoz, Rodrigo Dienstmann, Josep Tabernero, Raquel Lopez-Perez, Paolo Nuciforo, Richard O. Chen, Sean M. Boyle, Rodrigo A. Toledo
Purpose: Prior studies have suggested the biomarker potential of plasma-derived ctDNA in patients with cancer treated with immune checkpoint inhibitors. This study investigated the ability of ctDNA to predict progression-free and overall survival in a cohort of patients with advanced cancer treated with immunotherapies. Experimental Design: In order to characterize the potential role of ultrasensitive ctDNA detection in the management of these patients, we have performed tumor whole-genome sequencing–informed, ultrasensitive ctDNA analysis—tracking approximately 1,800 tumor-specific mutations per patient—in a retrospective cohort (n = 136) and a prospective validation cohort (n = 66) across 24 cancer types treated with immune checkpoint inhibitors alone or in combination with bispecific antibodies or immune cell engagers. Results: Analyzing 1,455 longitudinal samples, we found that ctDNA molecular response measured as early as 3 weeks after treatment initiation correlated with improved progression-free and overall survival, whereas ctDNA clearance at any time strongly correlated with radiologic response and prolonged survival. Additionally, ctDNA dynamics distinguished true progression from pseudoprogression and predicted outcomes in patients receiving continued immunotherapy beyond initial progression. Conclusions: This study highlights the broader applicability of ultrasensitive ctDNA as a biomarker across cancer types and immunotherapy modalities.
目的:先前的研究表明,在接受免疫检查点抑制剂治疗的癌症患者中,血浆来源的ctDNA具有生物标志物潜力。这项研究调查了ctDNA在一组接受免疫治疗的晚期癌症患者中预测无进展和总生存期的能力。实验设计:为了描述超灵敏ctDNA检测在这些患者管理中的潜在作用,我们在一个回顾性队列(n = 136)和一个前瞻性验证队列(n = 66)中对24种癌症类型进行了肿瘤全基因组测序,跟踪每位患者约1800个肿瘤特异性突变,该队列使用免疫检查点抑制剂单独治疗或与双特异性抗体或免疫细胞参与者联合治疗。结果:分析1455个纵向样本,我们发现早在治疗开始后3周就测量的ctDNA分子反应与改善的无进展生存期和总生存期相关,而任何时候的ctDNA清除与放射反应和延长的生存期密切相关。此外,ctDNA动力学区分了真进展和假进展,并预测了在初始进展之后接受持续免疫治疗的患者的预后。结论:本研究强调了超灵敏ctDNA作为癌症类型和免疫治疗方式的生物标志物的广泛适用性。
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引用次数: 0
Correction: Nivolumab and Relatlimab for the Treatment of Patients with Unresectable or Metastatic Mismatch Repair-Proficient Colorectal Cancer. 修正:Nivolumab和Relatlimab用于治疗不可切除或转移性错配修复熟练的结直肠癌患者。
IF 10.2 1区 医学 Q1 ONCOLOGY Pub Date : 2025-12-15 DOI: 10.1158/1078-0432.CCR-25-4106
Eric S Christenson, Won Jin Ho, Daniel Shu, Jennifer N Durham, Madelena Brancati, Heather Davis Bruning, Susan Petrie, Hao Wang, Jiayun Lu, Katherine M Bever, Daniel Laheru, Ana de Jesus-Acosta, Ilene Browner, Ross Donehower, Michael J Pishvaian, Nilofer Azad, Qingfeng Zhu, Alens Valentin, Jayalaxmi Suresh Babu, Alexei Hernandez, George Apostol, Yiyang Gao, Nicolas Llosa, Franck Housseau, Drew Pardoll, Elizabeth M Jaffee, Robert Anders, Dung T Le
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引用次数: 0
Expression of Concern: Adjuvant Adenovirus-Mediated Delivery of Herpes Simplex Virus Thymidine Kinase Administration Improves Outcome of Liver Transplantation in Patients with Advanced Hepatocellular Carcinoma. 关注的表达:佐剂腺病毒介导的单纯疱疹病毒胸苷激酶递送改善晚期肝细胞癌患者肝移植的预后
IF 11.5 1区 医学 Q1 ONCOLOGY Pub Date : 2025-12-15 DOI: 10.1158/1078-0432.ccr-25-4104
Ning Li,Jianfeng Zhou,Danhui Weng,Chenghua Zhang,Lixin Li,Beibei Wang,Yang Song,Qiang He,Dongdong Lin,Dazhi Chen,Gang Chen,Qinglei Gao,Shixuan Wang,Gang Xu,Li Meng,YunPing Lu,Ding Ma
{"title":"Expression of Concern: Adjuvant Adenovirus-Mediated Delivery of Herpes Simplex Virus Thymidine Kinase Administration Improves Outcome of Liver Transplantation in Patients with Advanced Hepatocellular Carcinoma.","authors":"Ning Li,Jianfeng Zhou,Danhui Weng,Chenghua Zhang,Lixin Li,Beibei Wang,Yang Song,Qiang He,Dongdong Lin,Dazhi Chen,Gang Chen,Qinglei Gao,Shixuan Wang,Gang Xu,Li Meng,YunPing Lu,Ding Ma","doi":"10.1158/1078-0432.ccr-25-4104","DOIUrl":"https://doi.org/10.1158/1078-0432.ccr-25-4104","url":null,"abstract":"","PeriodicalId":10279,"journal":{"name":"Clinical Cancer Research","volume":"228 1","pages":"5319"},"PeriodicalIF":11.5,"publicationDate":"2025-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145752571","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Clinical Cancer Research
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