LB010: SMMART计划:一个多组学肿瘤委员会,重点关注乳腺癌

B. Kong, Brett E. Johnson, Jamie M. Keck, S. Mitri, Patrick Leyshock, J. Stommel, Kiara Siex, Marlana Klinger, C. Zheng, Rochelle Williams-Belizaire, S. McWeeney, Jeremy Goecks, A. Kolodzie, A. Guimaraes, G. Thomas, C. Corless, Zahi I. Mitri, J. Gray, G. Mills, R. Bergan
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引用次数: 0

摘要

目前许多个性化医疗的方法依赖于DNA测序来识别可操作的突变。然而,越来越多的证据表明,需要一种多组学方法来更广泛地评估生物学,以改善患者的预后。我们已经在分子和建筑治疗反应系列测量(SMMART)计划(Mitri等人,J Transl Med 2018)中实施了组织采集、多组学临床测试和相关计算生物学分析的工作流程。我们报告了转移性乳腺癌患者的活检指标、CLIA分析的使用、多组学肿瘤委员会的操作和临床结果。获得每位患者的详细临床病史,包括人口统计学,肿瘤类型,治疗和对既往治疗的反应,影像学和血液肿瘤生物标志物。对新获得的肿瘤活检进行了一套全面的临床分析,包括免疫组织化学(ER, PR, HER2, AR, BCL-2和PD-L1),覆盖225个基因的靶向下一代测序面板(GeneTrails®综合实体肿瘤面板),全外显子组测序(Tempus xE),全转录组测序(Illumina TruSeq RNA外显子组),以及在Nanostring平台(Nanostring Vantage 3D™实体肿瘤面板)上对22种关键癌症蛋白和磷酸化蛋白进行多重蛋白分析。综合临床和分析信息提供给多学科的SMMART临床肿瘤委员会,该委员会提供治疗建议;最终的治疗方案由主治医师决定。在2017年1月1日至2020年1月1日期间,53名乳腺癌患者获得了同意。7例由于缺乏适合活检的部位而筛选失败,8例积极同意进行其他临床试验。其余38例患者纳入本初步报告。从淋巴结、肝脏、骨骼、软组织、肺、皮肤、乳房和大脑共收集活检63例。15例患者进行了连续活检(≥2)。93.7%的活组织检查产生了分析。肿瘤委员会为15例患者(共17次)举行。迄今为止收集到的经验和信息产生了以下独特的病例:(1)对单个患者进行组学、影像学和42个月以上的反应分析;(2)鉴定出具有下游通路激活的ERBB3突变,该突变对HER2靶向治疗有反应;(3)激素和HER2受体状态随时间的临床显著变化。我们将对38名患者的治疗结果、分析信息内容、通过连续活检观察到的生物学变化和肿瘤委员会干预进行分析。我们展示了为转移性乳腺癌患者实施深度实时分析平台的可行性,该平台可以为治疗机会提供新的见解。观察到的临床反应支持进一步使用和研究这种方法。引文格式:Ben L. Kong, Brett E. Johnson, Jamie M. Keck, Souraya Mitri, Patrick Leyshock, Jayne M. Stommel, Kiara Siex, Marlana Klinger, Christina L. Zheng, Rochelle Williams-Belizaire, Shannon McWeeney, Jeremy Goecks, Annette Kolodzie, Alexander R. Guimaraes, George V. Thomas, Christopher L. Corless, Zahi I. Mitri, Joe W. Gray, Gordon B. Mills, Raymond C. Bergan。SMMART项目:以乳腺癌为重点的多组学肿瘤委员会[摘要]。见:美国癌症研究协会2021年年会论文集;2021年4月10日至15日和5月17日至21日。费城(PA): AACR;癌症杂志,2021;81(13 -增刊):摘要nr LB010。
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Abstract LB010: SMMART Program: A multi-omics tumor board with a focus on breast cancer
Many of the current approaches to personalized medicine rely on sequencing DNA to identify actionable mutations. However, growing evidence suggests that a multi-omic approach to more broadly assess biology is needed to improve patient outcomes. We have implemented a workflow for tissue acquisition, multi-omic clinical testing, and correlated computational biology analysis, within the Serial Measurements of Molecular and Architectural Responses to Therapy (SMMART) Program (Mitri et al, J Transl Med 2018). We report biopsy metrics, CLIA analytics utilized, the operation of a multi-omics tumor board, and clinical outcomes in metastatic breast cancer patients. A detailed clinical history of each patient was obtained, including demographics, tumor type, treatment and response to prior therapies, imaging, and blood tumor biomarkers. A comprehensive set of clinical assays was performed on newly obtained tumor biopsies, including immunohistochemistry (ER, PR, HER2, AR, BCL-2, and PD-L1), a targeted next-generation sequencing panel covering 225 genes (GeneTrails® Comprehensive Solid Tumor Panel), whole exome sequencing (Tempus xE), whole transcriptomic sequencing (Illumina TruSeq RNA exome), and a multiplex protein analysis of 22 key cancer proteins and phosphoproteins on the Nanostring platform (NanoString Vantage 3D™ Solid Tumor Panel). The integrated clinical and analytical information was made available to the multidisciplinary SMMART Clinical Tumor Board that provided treatment recommendations; the final treatment plan was at the discretion of the treating physician. Between 1/1/2017-1/1/2020, 53 breast cancer patients were consented. Seven screen-failed due to a lack of sites amenable to biopsy and 8 were actively co-consented to other clinical trials. The remaining 38 patients are included in this preliminary report. A total of 63 biopsies were collected from lymph node, liver, bone, soft tissue, lung, skin, breast, and brain. Serial biopsies (≥2) were obtained for 15 patients. Analytics were generated in 93.7% of biopsies. Tumor boards were held for 15 patients (17 total sessions). The experience and information gathered thus far have yielded the following unique cases: (1) single patient analysis of omics, imaging, and response over 42 months, (2) identification of an ERBB3 mutation with downstream pathway activation that responded to HER2-targeted therapy, and (3) clinically significant variation in hormonal and HER2 receptor status over time. We will provide an analysis across the 38 patients of treatment outcomes, analytics information content, biological changes observed through serial biopsies, and tumor board interventions. We demonstrate the feasibility of implementing a deep, real-time analytics platform for metastatic breast cancer patients that can provide new insight into therapeutic opportunities. The observed clinical responses support further use and investigation of this approach. Citation Format: Ben L. Kong, Brett E. Johnson, Jamie M. Keck, Souraya Mitri, Patrick Leyshock, Jayne M. Stommel, Kiara Siex, Marlana Klinger, Christina L. Zheng, Rochelle Williams-Belizaire, Shannon McWeeney, Jeremy Goecks, Annette Kolodzie, Alexander R. Guimaraes, George V. Thomas, Christopher L. Corless, Zahi I. Mitri, Joe W. Gray, Gordon B. Mills, Raymond C. Bergan. SMMART Program: A multi-omics tumor board with a focus on breast cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr LB010.
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