PO.CL06.02 · 临床研究
尤因肉瘤的多模态液体活检显示在放疗前具有高敏感性
Multimodal liquid biopsy of Ewing sarcoma reveals high sensitivity prior to radiotherapy
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
引言:可检测到的循环肿瘤DNA(ctDNA)与尤因肉瘤(ES)较差的结局相关;然而,在放疗(RT)或手术前的6个化疗周期中,几乎所有患者的ctDNA在2个周期内即被清除。鉴于AEWS 1221(转移性)的3年EFS为37%、AEWS 1031(局限性)的5年EFS为78%,当前的ctDNA检测无法预测大多数复发。细胞外囊泡(EV)是一种被作为多种癌症类型生物标志物研究的微观颗粒。我们希望提高ES中ctDNA的敏感性,并首次将EV应用于ES。
方法:从1mL血浆中分离cfDNA,用Qubit定量,并作为NEBNext Enzymatic Methyl-seq v2文库进行测序。我们使用4个差异甲基化区域(DMR)子集(63个强DMR、前30个、前15个及10个启动子近端位点)、3种聚类算法(k-means、Ward层次聚类、PAM)和k=2-5个簇,对27份ES血浆cfDNA谱进行了系统的无监督聚类分析,并检验其与肿瘤负荷和进展的关联。EV分析涉及针对ES表面标志物(包括LINGO1、ENPP1、CDH11和CD99)的抗体检测。通过标准化和校准的高分辨率流式细胞术测定EV浓度,然后使用定制软件进行分析,以自动确定并应用门控。样本经去标识化处理、随机编码,并以三复孔运行。负责EV分析的资深研究技师对患者信息和临床数据设盲。
结果:EV分析纳入了来自一个前瞻性维护的生物样本库的36份放疗前样本,来自16例转移性和20例局限性ES患者,其中27份放疗前样本用于cfDNA分析,另有19份健康供者(HD)样本。36例患者中有35例在样本采集前接受了化疗。与HD相比,ES患者的cfDNA浓度显著升高(24.4 vs 4.6 ng/mL,p<0.0001),且74%的ES样本超过了HD第95百分位可检测阈值(7.0 ng/mL)。在各聚类配置中,ES cfDNA谱始终表现出可重现的甲基化亚结构。一种配置(PAM聚类,k = 5,63个强DMR)显示与原发肿瘤大小存在虽不强但经置换检验支持的关联(名义p ≈ 0.04;经验p ≈ 0.03-0.04)。与HD相比,ES样本的EV浓度增加(p<0.001),区分ES与HD ENPP1的AUC为0.988(p<0.0001)。最高的ENPP1 EV值见于原发肿瘤较大(>8 cm vs. ≤ 8cm)和转移性疾病的患者(p=0.066)。
结论:基于cfDNA和EV的液体活检为放疗前ES的高可检测性提供了令人鼓舞的信号。我们还首次开展了将EV作为ES新型生物标志物的研究,其可能提供与ctDNA互补的信息。ES中的多模态液体活检可能识别出适合系统性或局部治疗强化的候选患者,并促进个体化诊疗。
查看英文原文 English abstract
Introduction: Detectable circulating tumor DNA (ctDNA) is associated with inferior outcomes in Ewing sarcoma (ES); however, ctDNA clears in nearly all patients within 2 of the 6 chemotherapy cycles before radiotherapy (RT) or surgery. Given a 3-year EFS of 37% on AEWS 1221 (metastatic) and 5-year EFS of 78% on AEWS 1031 (localized), current ctDNA testing fails to predict most relapses. Extracellular vesicles (EVs) are microscopic particles studied as a biomarker in multiple cancer types. We hope to improve the sensitivity of ctDNA in ES and provide the first application of EVs in ES.
Methods: cfDNA was isolated from 1mL plasma, quantified by Qubit, and sequenced as NEBNext Enzymatic Methyl-seq v2 libraries. We performed a systematic unsupervised clustering analysis of 27 ES plasma cfDNA profiles using 4 differentially methylated regions (DMR) subsets (63 strong DMRs, top 30, top 15, and 10 promoter-proximal loci), 3 clustering algorithms (k-means, Ward hierarchical, PAM), and k=2-5 clusters, testing associations with tumor burden and progression. EV analysis involved antibody detection against ES surface markers, including LINGO1, ENPP1, CDH11, and CD99. Concentrations of EVs were determined by standardized and calibrated high-resolution flow cytometry then analyzed with custom-built software to automatically determine and apply gates. Samples were de-identified, randomly coded, and run in triplicates. The senior research technologist responsible for EV analysis was blinded to patient information and clinical data.
Results: EV analysis included 36 pre-RT samples from 16 metastatic and 20 localized ES patients from a prospectively maintained biobank, with 27 pre-RT samples in the cfDNA analysis and 19 healthy donor (HD) samples. 35 of 36 patients had chemotherapy before sample collection. cfDNA concentrations were markedly elevated in ES patients compared with HD (24.4 vs 4.6 ng/mL, p<0.0001), and 74% of ES samples exceeded the HD 95th-percentile detectability threshold (7.0 ng/mL). Across clustering configurations, ES cfDNA profiles consistently exhibited reproducible methylation substructure. One configuration (PAM clustering, k = 5, 63 strong DMRs) showed a modest but permutation-supported association with primary tumor size (nominal p ≈ 0.04; empirical p ≈ 0.03-0.04). ES samples had increased EV concentration compared to HD (p<0.001), with AUC 0.988 for distinguishing between ES and HD ENPP1 (p<0.0001). The highest ENPP1 EV values were in patients with large primary tumors (>8 cm vs. ≤ 8cm) and metastatic disease (p=0.066).
Conclusions: cfDNA- and EV-based liquid biopsy provide encouraging signals for high ES detectability pre-RT. We also show the first study of EVs as a novel biomarker in ES, which may provide complementary information to ctDNA. Multimodal liquid biopsy in ES may identify candidate patients for systemic or local therapy escalation and facilitate personalized care.
利益披露 Disclosure
R. O. Kowalchuk, None..
L. J. Greiner, None..
Y. Kim, None..
R. Noori, None..
J. Szymanski, None..
W. S. Harmsen, None..
P. S. Chauhan, None..
A. C. Amundson, None..
A. M. McMahon, None..
P. J. Schoettler, None..
W. A. Allen-Rhoades, None..
S. F. Polites, None..
P. S. Rose, None..
K. M. Bailey, None..
L. M. McAllister-Lucas, None..
A. Mahajan, None..
F. Lucien-Matteoni, None..
N. N. Laack, None..
A. A. Chaudhuri, None.