PO.BCS01.11 · 生物信息与计算

cfDNA片段组与TCR库的整合分析捕捉弥漫性胸膜间皮瘤的化学免疫治疗反应

Integrative analyses of the cfDNA fragmentome and TCR repertoires capture chemo-immunotherapy response in diffuse pleural mesothelioma

海报缩略图:cfDNA片段组与TCR库的整合分析捕捉弥漫性胸膜间皮瘤的化学免疫治疗反应
编号 109 展板 16 时间 4/19 02:00–05:00 区域 Section 5 主讲 Jinny Huang, BS
分会场 Liquid Biopsy: Multi-Analyte and Multi-Omic
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作者与单位 Authors & Affiliations

Jinny Huang1, Jennifer Li1, James R. White1, Shashikant Koul1, Gavin Pereira1, Nisha Rao1, Jennie Yao1, Julie R. Brahmer1, Robert B. Scharpf1, Rachel Karchin1, Victor E. Velculescu1, Zhouxin Sun2, Suresh S. Ramalingam3, Patrick M. Forde1, Noushin Niknafs1, Valsamo (Elsa) K. Anagnostou1

1Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD,2Dana-Farber Cancer Institute, Boston, MA,3Winship Cancer Institute of Emory University, Atlanta, GA

摘要 Abstract

中文摘要
背景:含免疫治疗的方案已为不可切除弥漫性胸膜间皮瘤(DPM)患者展现出前景,但目前尚无可靠策略来监测治疗反应。通过扩展所分析的癌症相关改变谱系(包括全基因组片段化模式),游离DNA(cfDNA)全基因组测序(WGS)能够追踪肿瘤动态。与此同时,尽管研究不足,T细胞克隆动态在捕捉早期免疫治疗反应方面可能具有信息价值。 方法:利用314份肿瘤和外周血生物样本,我们分析了来自55名接受durvalumab联合铂类化疗(NCT02899195)的不可切除DPM患者的连续血浆cfDNA样本(n=135)。在cfDNA提取和基因组文库制备后,基线(C1D1)、第2周期第1天(C2D1)和第5周期第1天(C5D1)的cfDNA进行了低覆盖度(1-2x)全基因组测序。通过应用DELFI肿瘤评分(DELFI-TS)模型得出不依赖肿瘤和突变的肿瘤分数估计值,该模型整合了全基因组片段化模式和染色体臂非整倍性。同时,我们对肿瘤(n=43)和外周连续血液(n=136)样本进行了TCR Vbeta CDR3二代测序。使用克隆性、TCR克隆型/簇动态以及Morisita-Horn相似性指数来表征TCR库,以评估各样本间的库相似性。临床结局通过影像学反应、无进展生存期(PFS)和总生存期(OS)进行评估。 结果:有远处转移(M1)的患者DELFI-TS水平更高(p=0.038)。在基线时,影像学非反应者(SD/PD)的DELFI-TS水平在数值上高于反应者(CR/PR)。使用非癌症cfDNA对照样本中DELFI-TS的第92百分位数来确定空白限,基线DELFI-TS可检测(ctDNA⁺)的患者PFS和OS较短(log-rank p<0.001)。取得影像学反应的患者在基线和治疗中时间点均具有比非反应者更克隆性的外周TCR库(C1D1时p=0.037;C2D1时p=0.007;C5D1时p=0.042)。非反应者C1D1与治疗中之间的Morisita-Horn相似性低于反应者(C1D1对C2D1时p=0.019;C1D1对C5D1时p=0.036)。相比之下,OS达到12个月或以上的患者表现出更多样化的肿瘤内TCR库(p=0.018)。 结论:我们的研究结果提供了概念验证,即cfDNA片段组学分析可量化治疗前cfDNA肿瘤分数,这可能捕捉DPM患者化学免疫治疗反应的临床结局。外周TCR库的纵向分析可进一步区分反应与非反应的DPM,支持联合分析可能更准确地捕捉免疫治疗反应这一观点。
查看英文原文 English abstract
Background: Immunotherapy-containing therapies have shown promise for patients with unresectable diffuse pleural mesothelioma (DPM), yet there are no reliable strategies to monitor therapy response. By expanding the compendium of cancer-associated alterations profiled, including genome-wide fragmentation patterns, cell-free DNA (cfDNA) whole genome sequencing (WGS) enables tracking of tumor dynamics. In tandem, while understudied, T cell clone dynamics may be informative in capturing early immunotherapy response. Methods: Using 314 tumor and peripheral blood biospecimes, we analyzed serial plasma cfDNA samples (n=135) from 55 patients with unresectable DPM, who received durvalumab with platinum-based chemotherapy (NCT02899195). Following cfDNA extraction and genomic library preparation, cfDNA at baseline (C1D1), Cycle 2 Day 1 (C2D1), and Cycle 5 Day 1 (C5D1) underwent low-coverage (1-2x) whole genome sequencing. Tumor- and mutation-naive estimates of tumor fraction were derived by applying the DELFI tumor score (DELFI-TS) model, which integrates genome-wide fragmentation patterns and chromosomal arm aneuploidy. In parallel, we performed TCR Vbeta CDR3 next-generation sequencing on tumor (n=43) and peripheral serial blood (n=136) samples. The TCR repertoire was characterized using clonality, TCR clonotype/cluster dynamics, and the Morisita-Horn similarity index to assess repertoire similarity across samples. Clinical outcomes were assessed by radiographic response, progression-free (PFS), and overall survival (OS). Results: Patients with distant metastasis (M1) had higher DELFI-TS levels (p=0.038). At baseline, DELFI-TS levels were numerically higher for radiographic non-responders (SD/PD) vs responders (CR/PR). Using the 92 th percentile of DELFI-TS in non-cancer cfDNA control samples to determine the limit of blank, patients with detectable baseline DELFI-TS (ctDNA⁺) had shorter PFS and OS (log-rank p<0.001). Patients that attained a radiographic response had more clonal peripheral TCR repertoires at both baseline and on-therapy timepoints compared to non-responders (p=0.037 at C1D1; p=0.007 at C2D1; p=0.042 at C5D1). Morisita-Horn similarity between C1D1 and on-therapy was lower in non-responders than responders (p=0.019 for C1D1 vs C2D1; p=0.036 for C1D1 vs C5D1). In contrast, a more diverse intra-tumoral TCR repertoire was noted for patients with an OS of 12 or more months (p=0.018). Conclusions: Our findings provide proof-of-concept that cfDNA fragmentomic analyses can quantify pre-treatment cfDNA tumor fraction that may capture clinical outcomes with chemo-immunotherapy response for patients with DPM. Longitudinal analyses of peripheral TCR repertoires can further differentiate responding from non-responding DPM, supporting the notion that joint analyses may more accurately capture immunotherapy response.
利益披露 Disclosure
J. Huang, None.. J. Li, None. J. R. White, Resphera Biosciences LLC Employment, Other, Founder. S. Koul, Delfi Diagnostics Independent Contractor. G. Pereira, None.. N. Rao, None.. J. Yao, None. J. R. Brahmer, Astra Zeneca ), Consultant. Bristol Myers Squibb ). RAPT Therapeutics Consultant. Mestag Consultant. GlaxoSmithKline Consultant. Amgen Consultant. Sanofi Aventis Consultant. Summit Therapeutics Consultant. Genentech Consultant. Bayer Consultant. Genmab Data Safety and Monitoring Board. R. B. Scharpf, Delfi Diagnostics Employment, Stock, Other, Founder, Consultant. R. Karchin, None. V. E. Velculescu, Delfi Diagnostics g., Board of Directors, non-salaried role), Stock, ), Patent, Other, Founder, personal fees. Viron Therapeutics and Epitope ), Advisor. LabCorp Patent. Qiagen Patent. Sysmex Patent. Agios Patent. Genzyme Patent. Esoterix Patent. Ventana Patent. ManaT Bio Patent. Z. Sun, None. S. Ramalingam, Astra Zeneca ), Travel. P. M. Forde, AstraZeneca ), Consultant. BMS ), Consultant. Novartis ), consultant. Regeneron ), Consultant. BioNTech ), consultant. Summit ), Consultant. Roche ). Ascendis Consultant. Curevac consultant. Novocure consultant. G1 consultant. Genelux consultant. Genentech consultant. Gritstone consultant. Janssen consultant. F Star consultant. Sanofi consultant. Amgen consultant. Fosun consultant. Teva, Summit, Synthekine, Flame, Iteos, Tavotek consultant. N. Niknafs, None. V. K. Anagnostou, Astra Zeneca ), advisory board member. Bristol Myers Squibb ). Personal Genome Diagnostics/Labcorp ), honoraria. Delfi Diagnostics ). Neogenomics advisory board member. Foundation Medicine honoraria. Roche honoraria. ThermoFisher honoraria. Guardant Health honoraria.

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