PO.CL01.07 · 临床研究
用于cfDNA/RNA基因分型和药物检测的恶性积液:将恶性液体转化为个性化癌症模型
Malignant effusions for cfDNA/RNA genotyping and drug testing: Turning malignant fluids into personalized cancer models
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
引言与目的:恶性积液(MEs),包括胸腔积液、腹腔积液和心包积液,发生于33%的实体瘤患者中,可出现在诊断时和/或治疗进展时。当肿瘤组织样本无法获取时,这些液体极具价值,因为从MEs获得的循环游离DNA/RNA(cfDNA/RNA)能够实现准确的分子诊断。可从MEs中存在的肿瘤细胞建立原代培养,从而在体外检测抗肿瘤药物,并因其与患者肿瘤的相似性而有助于治疗选择。在本研究中,我们旨在将MEs分析纳入常规临床实践,以确定具有临床意义的改变,并建立可用于药物检测的2D和3D原代培养模型。
材料与方法:前瞻性收集实体瘤患者的MEs,体积范围为5-5,000 mL。从所有液体样本中提取cfDNA/RNA,并使用30基因DNA二代测序(NGS)组合及包含770个mRNA杂交探针的商业化mRNA nCounter组合进行基因分型。同时,通过对整个体积离心分离MEs中所含的肿瘤细胞,在完全培养基中培养以建立2D和3D体外模型,并通过NGS和nCounter进行分子表征。在成功建立的纯肿瘤原代培养(PTPC)中,根据检测到的改变,使用化疗药物和/或靶向治疗进行细胞活力检测。收集临床随访数据以评估预后关联。结果 我们从314例实体瘤患者收集了382份MEs。其中,49.7%(n=190)于治疗进展时收集,28.3%(n=108)于基线时收集,8.4%(n=32)于患者仍在治疗期间收集。在13.6%(n=52)的病例中,无关于收集时间的数据。对334份样本的cfDNA/RNA基因分型在77.3%(n=258)中识别出具有临床意义的改变,包括变异等位基因频率(VAF)范围为0.33至93%的突变、扩增和/或融合。其中,35.3%(n=91)被认为是可靶向的。11.6%(n=93)的病例有配对细胞学样本信息,显示与cfDNA/RNA基因分型的一致率为80%。可从61份MEs成功建立PTPC,主要来自胸腔积液(70.5%,n=43)和肺癌病例(54.1%,n=33)。在47个PTPC(77%)中进行了药物敏感性检测,包括化疗和靶向治疗。在14例(29.7%)中可分析所接受治疗与敏感性结果之间的相关性,显示93%的一致性。
结论:MEs可在临床环境中前瞻性收集,并用于双重目的。可从液体部分分离cfDNA和cfRNA用于基因分型,同时可培养细胞并检测抗肿瘤药物。
查看英文原文 English abstract
Introduction and objectives: Malignant effusions (MEs), including pleural, ascitic and pericardiac fluids, occur in 33% of patients with solids tumors, either at diagnosis and/or at progression to therapy. These fluids are very valuable when tumor tissue samples are inaccessible, as circulating free DNA/RNA (cfDNA/RNA) obtained from MEs enable accurate molecular diagnosis. Primary cultures can be established from tumor cells present in MEs, allowing for the in vitro testing of antitumor drugs and being of help in treatment selection due to their similarity with the patient's tumor. In this study, we aimed to incorporate MEs analysis into the routine clinical practice to determine clinically relevant alterations and to establish 2D and 3D primary culture models to be used in drug testing.
Materials and methods: MEs from patients with solid tumors were prospectively collected, with volumes ranging from 5-5,000 mL. cfDNA/RNA was extracted from all fluid samples and subjected to genotyping using a 30-gene DNA next generation sequencing (NGS) panel and a commercial mRNA nCounter panel containing 770 mRNA hybridization probes. In parallel, tumor cells contained in the MEs were isolated by centrifugation of the entire volume, cultured in complete culture media to establish 2D and 3D in vitro models, and molecularly characterized by NGS and nCounter. In successfully established pure tumor primary cultures (PTPC), cell viability assays were performed with chemotherapeutic agents and/or targeted therapies based on the detected alterations. Clinical follow-up data were collected to evaluate prognostic associations. Results We collected 382 MEs from 314 solid tumor patients. Of them, 49.7% (n=190) were collected at therapy progression, 28.3% (n=108) at baseline and 8.4% (n=32) while the patient was still on treatment. In 13.6% (n=52) cases, no data regarding collection time was available. Genotyping of cfDNA/RNA from 334 samples identified clinically relevant alterations in 77.3% (n=258), including mutations, amplifications, and/or fusions at variant allele frequencies (VAF) ranging from 0.33 to 93%. Among these, 35.3% (n=91) were considered targetable. Information on paired cytology samples was available in 11.6% (n=93) cases, showing a concordance rate of 80% with cfDNA/RNA genotyping. PTPCs could be successfully established from 61 MEs, mainly from pleural effusions (70.5%, n=43) and lung cancer cases (54.1%, n=33). Drug sensitivity assays were performed in 47 PTPCs (77%), including chemotherapy and targeted therapies. In 14 cases (29.7%) correlation between treatment received and sensitivity results could be analyzed, showing a 93% agreement.
Conclusions: MEs can be prospective collected in the clinical setting and used for a dual purpose. cfDNA and cfRNA can be isolated from the fluid fraction and employed for genotyping, while cells can be cultured and antitumor drugs tested.
利益披露 Disclosure
E. Marin, None..
S. Garcia-Roman, None..
C. Aguado, None..
M. Vives, None..
S. Rodríguez, None..
S. Muñoz, None..
N. Armiger, None..
A. Martínez-Bueno, None..
M. Gonzalez-Cao, None..
A. Velasco, None..
S. Morales, None..
R. Roxana, None..
E. Meshoulam, None..
A. Aguilar, None..
C. Mayo de las Casas, None..
M. Molina-Vila, None.