PO.TB04.03 · 肿瘤生物学
黏液性阑尾癌患者肿瘤类器官的突变谱分析用于临床变量关联及治疗反应标志物研究
Mutational profiling of patient tumor organoids for clinical variable association and markers of therapeutic response in mucinous appendiceal cancers
该海报暂无可下载的资料
AACR 官方页面
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
背景:黏液性阑尾癌(mAC)是一种罕见且特征不明的恶性肿瘤,无已知分子靶点,目前采用结直肠癌方案进行治疗。在本研究中,我们对3D培养物进行全外显子组测序(WES),以探究mAC特异性致癌程序如何与患者临床变量和治疗反应相关联。
方法:在IRB批准下,从接受肿瘤细胞减灭术和腹腔热灌注化疗的患者的多个mAC病灶中生成患者来源肿瘤类器官(PTO)。用FOLFOX或FOLFIRI处理PTO 72小时,通过Cell TiterGlo测量反应以确定反应表型。对来自10例患者和31个肿瘤沉积灶的一部分PTO用DMSO载体、FOLFOX或FOLFIRI处理,随后分离基因组DNA并在Illumina NextSeq 6000上测序。使用GATK和DRAGEN流程进行突变鉴定,通过Ingenuity Pathway Analysis(IPA)分析与药物反应相关的改变,并根据相关患者临床变量进行分层。
结果:在所分析的10例mAC病例中,WES共鉴定出28,245个突变,包括40%病例中具有治疗可干预性的KRAS G12D变异。在BRAF、EGFR或ALK中未检测到可靶向的改变。当汇总所有预处理的PTO并对所有31个病灶的变异等位基因频率(VAF)取平均值时,聚焦于平均VAF≥10%且至少在2/10患者中存在的突变,FOLFIRI处理后无法检测(即VAF=0%)的个别基因突变包括TAX1BP1、PDXK、ZFPM2和H1FX-AS1。FOLFOX处理后唯一无法检测的遗传突变是LINC01197,而SORD和ZBTB24的突变在FOLFIRI或FOLFOX处理后均与完全克隆丢失相关。值得注意的是,SORD过表达通过上调甲羟戊酸通路而参与CRC的迁移。对2年内进展的患者进行IPA标准通路分析显示D-肌醇调控相关通路发生改变,而无进展患者则显示与胰岛素样生长因子摄取和铁调控相关通路的改变。进一步进行了通路分析以发现按性别、种族、肿瘤分级、TNM评分、肥胖状态等临床变量区分通路的突变。
结论:通过WES使用配对PTO模型对mAC进行全面突变谱分析是可行且具有临床信息价值的,能够检测可干预的致癌驱动因素和化疗敏感的克隆群体。这些数据提供了首个将mAC特异性基因组改变与患者结局和治疗反应相关联的整合框架,并为mAC分子基础提供了新的生物学见解。
查看英文原文 English abstract
Background : Mucinous Appendiceal Cancer (mAC) is a rare and poorly characterized malignancy with no known molecular targets and is treated using colorectal cancer protocols. In this study, we employed whole-exome sequencing (WES) on 3D cultures to investigate how mAC-specific oncogenic programming associates with patient clinical variables and therapeutic responses.
Methods : Patient-derived tumor organoids (PTOs) were generated from multiple mAC lesions from patients undergoing cytoreductive surgery and hyperthermic intraperitoneal chemotherapy under IRB approval. PTOs were treated with FOLFOX or FOLFIRI for 72 hours with response measured by Cell TiterGlo to determine a response phenotype. A subset of PTOs from 10 patients and 31 tumor deposits were treated with DMSO vehicle, FOLFOX, or FOLFIRI, after which genomic DNA was isolated and sequenced on an Illumina NextSeq 6000. GATK and DRAGEN pipelines were used for mutation calling, and alterations associated with drug response were analyzed by Ingenuity Pathway Analysis (IPA), with stratification informed by relevant patient clinical variables.
Results : Across the 10 mAC cases profiled, WES identified a total of 28,245 mutations, including therapeutically actionable KRAS G12D variants in 40% of cases. No targetable alterations were detected in BRAF, EGFR, or ALK. When pooling all pre-treated PTOs and averaging the variant allele frequency (VAF) across all 31 lesions, with a focus on mutations with an average VAF >=10% and present in at least 2/10 patients, individual gene mutations that were undetectable (i.e. VAF=0%) after FOLFIRI treatment included TAX1BP1, PDXK, ZFPM2, and H1FX-AS1. The lone genetic mutation undetectable after FOLFOX treatment was LINC01197, with mutations in SORD and ZBTB24 associated with a complete clonal loss after either FOLFIRI or FOLFOX treatment. Of note, SORD overexpression is implicated in the migration of CRC via upregulation of the mevalonate pathway. IPA canonical pathway analysis of patients progressing within 2 years revealed alterations in D-Myo-Inositol regulation associated pathways, whereas progression-free patients displayed alterations in pathways related to insulin-like growth factor uptake and iron regulation. Further pathway analysis was performed to discover mutations that differentiate pathways by sex, race, tumor grade, TNM scores, obesity status, among other clinical variables.
Conclusions : Comprehensive mutational profiling of mAC using paired PTO models via WES is feasible and clinically informative, enabling the detection of actionable oncogenic drivers and chemotherapy-sensitive clonal populations. These data provide the first integrated framework linking mAC-specific genomic alterations to patient outcomes and therapeutic responses and offers new biological insight into the molecular underpinnings of mAC.
利益披露 Disclosure
D. J. Gironda, None..
C. R. Schaaf, None..
S. D. Forsythe, None..
R. Erali, None..
T. Liu, None..
M. Leung, None..
A. K. Pullikuth, None..
H. R. Bernardirathgeb, None..
E. Makris, None..
S. Soker, None..
E. A. Levine, None..
K. I. Votanopoulos, None..
L. D. Miller, None.