PO.CL01.15 · 临床研究

HR+乳腺癌中乳腺癌指数与MSK-IMPACT基因组和转录组特征之间的关联

Associations between Breast Cancer Index and MSK-IMPACT genomic and transcriptomic profiles in HR+ breast cancer

海报缩略图:HR+乳腺癌中乳腺癌指数与MSK-IMPACT基因组和转录组特征之间的关联
编号 1188 展板 12 时间 4/19 02:00–05:00 区域 Section 46 主讲 Hong Zhang, MD;PhD
分会场 Prognostic Biomarkers 1
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作者与单位 Authors & Affiliations

Hong Zhang1, Niloufar Khojandi2, Natalia Siuliukina2, Julia Ah-Reum An1, Darya Dahi1, Luca Boscolo Bielo1, Subhiksha Nandakumar1, Enrico Moiso1, Edaise M. da Silva1, Mehnaj Ahmed1, Lisa Loudon1, Konner Nelson1, Kevin Murphy1, Jade Oghoanina1, Mark E. Robson1, Sarat Chandarlapaty1, George Plitas1, Amanda K. L. Anderson2, Yi Zhang2, Pedram Razavi1, Kai Treuner2

1Memorial Sloan Kettering Cancer Center, New York, NY,2Biotheranostics, Inc. A Hologic Company, San Diego, CA

摘要 Abstract

中文摘要
背景:乳腺癌指数(BCI)是一种基于基因表达的检测,根据患者总体(0-10年)和晚期(5年以后)远处复发风险进行分层。此外,BCI还可预测早期HR+乳腺癌延长内分泌治疗的获益。在本研究中,我们评估了BCI与远处复发风险之间的关系,并探讨了BCI分类与发生转移性复发的HR+患者肿瘤基因组和转录组特征之间的关联。 方法:来自转移性或复发性HR+乳腺癌患者的原发肿瘤接受了BCI检测、MSK-IMPACT靶向测序(多达505个癌症基因)和mRNA测序。至远处复发时间(TTDR)定义为从手术到首次远处复发的时间。采用5年截断值区分早期与晚期DR组。采用Kaplan-Meier和Cox比例风险分析评估BCI的预后价值。采用Wilcoxon检验对早期和晚期DR组之间的BCI评分进行两两比较,采用Fisher精确检验识别按BCI组以及DR组不同的基因组改变。鉴于队列规模有限,未进行多重检验校正。对转录组数据(N=91)进行差异表达基因分析,比较BCI高危与低危肿瘤以及早期与晚期DR组(|log2 FC|>1,校正后p<0.05)。 结果:研究纳入180例HR+患者(47%绝经后,61% N+,65.3% 3级)。大多数肿瘤被分类为BCI高危(86.7%),被BCI分类为高危的患者较低危者复发更早(中位TTDR:3.0年对4.7年;HR=1.89,95% CI:1.20-2.96;p=0.0053)。BCI评分在早期和晚期DR组之间存在显著差异(p=0.005)。基因组图谱与高危腔面型肿瘤一致,显示频繁的TP53突变(38%)。PIK3CA和TBX3突变在BCI低危肿瘤中更常见(71%对41%,p=0.007;21%对5%,p=0.01)。CDKN2A缺失和MCL1扩增在早期DR中富集,而ERBB2和SPOP扩增以及NOTCH3、MAP2K4突变在晚期DR中更常见(p<0.05)。转录组分析揭示BCI高危肿瘤中细胞周期、p53信号、衰老和孕酮介导的卵母细胞成熟通路的下调。细胞周期通路在晚期复发中也下调,提示与延迟复发相关的增殖活性降低。 结论:BCI在这一HR+转移性队列中仍是强有力的预后指标,较高评分预测更短的TTDR。整合基因组和转录组分析突显了与BCI分类相关的不同分子程序,为HR+乳腺癌早期与晚期复发的潜在生物学机制提供了见解。
查看英文原文 English abstract
Background: The Breast Cancer Index (BCI) is a gene expression-based assay that stratifies patients based on their risk of overall (0-10 years) and late (beyond 5 years) distant recurrence. In addition , BCI can also predict the benefit of extended endocrine therapy in early-stage, HR+ breast cancer. In this study, we assessed the relationships between BCI and risk of distant recurrence and explored associations between BCI classification and the tumor genomic and transcriptomic profiles of HR+ patients who experienced metastatic relapse. Methods: Primary tumors from patients with metastatic or recurrent HR+ breast cancer underwent BCI testing, MSK-IMPACT targeted sequencing (up to 505 cancer genes), and mRNA sequencing. Time to DR (TTDR) was defined as the time from surgery to first distant recurrence. A 5-year cutoff was used to distinguish early versus late DR groups. Kaplan-Meier and Cox proportional hazards analyses were used to assess BCI's prognostic value. Wilcoxon tests were applied for pairwise comparisons of BCI scores between early and late DR groups, and Fisher's exact tests were used to identify genomic alterations differing by BCI groups as well as DR groups. Given the limited cohort size, multiple testing correction was not applied. Transcriptomic data (N=91) were analyzed for differentially expressed genes by comparing BCI high-risk vs. low-risk tumors and early vs. late DR groups (|log 2 FC|>1, adjusted p<0.05). Results: The study included 180 HR+ patients (47% post-menopausal, 61% N+, 65.3% grade 3). Most tumors were classified as BCI high risk (86.7%), and patients classified as high risk by BCI had earlier recurrence than those classified as low risk (median TTDR: 3.0 years vs. 4.7 years; HR = 1.89, 95% CI: 1.20-2.96; p = 0.0053). BCI scores differ significantly between early and late DR groups (p = 0.005). The genomic landscape was consistent with high-risk luminal tumors and showed frequent TP53 mutations (38%). PIK3CA and TBX3 mutations were more common in BCI low-risk tumors (71% vs. 41%, p=0.007; 21% vs. 5%, p=0.01). CDKN2A deletions and MCL1 amplifications were enriched in early DR, whereas ERBB2 and SPOP amplifications as well as NOTCH3 , and MAP2K4 mutations were more frequent in late DR (p<0.05). Transcriptomic analysis revealed downregulation of cell cycle, p53 signaling, senescence, and progesterone-mediated oocyte maturation pathways in BCI high-risk tumors. The cell cycle pathway was also downregulated in late recurrences, suggesting reduced proliferative activity associated with delayed relapse. Conclusion: BCI remained a strong prognostic indicator in this HR+ metastatic cohort, with higher scores predicting shorter TTDR. Integrated genomic and transcriptomic profiling highlighted distinct molecular programs associated with BCI classification providing insight into biological mechanisms underlying early versus late relapse in HR+ breast cancer.
利益披露 Disclosure
H. Zhang, None. N. Khojandi, Hologic Employment, Stock. N. Siuliukina, Hologic Employment, Stock. J. A. An, None.. D. Dahi, None.. L. Boscolo Bielo, None.. S. Nandakumar, None.. E. Moiso, None.. E. M. da Silva, None.. M. Ahmed, None.. L. Loudon, None.. K. Nelson, None.. K. Murphy, None.. J. Oghoanina, None.. G. Plitas, None. A. K. Anderson, Hologic Employment, Stock, Travel. Y. Zhang, Hologic Employment, Stock, Patent. P. Razavi, Grail ). Novartis ), Other, Consultant/advisor. AstraZeneca ), Other, Consultant/Advisor. Neogenomics ), Other, Consultant/Advisor. Biotheranostics, Inc. ). Tempus ), Other, Consultant/Advisor. Biovica ). Guardant ), Other, Consultant/Advisor. Personalis ). Myriad ), Other, Consultant/Advisor. Foresight ), Other, Consultant/Advisor. Biodesix ). SOPHIA Genetics ), Other, Consultant/Advisor. SAGA Diagnostics ), Other, Consultant/Advisor. Haystack ). Roche ). Pfizer Other, Consultant/Advisor. Lilly/Loxo Other, Consultant/Advisor. Prelude Therapeutics Other, Consultant/Advisor. Stemline Therapeutics Other, Consultant/Advisor. K. Treuner, Hologic, Inc. Employment, Stock, Patent.

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