PO.TB04.04 · 肿瘤生物学
多组学分析揭示肉瘤患者来源异种移植物的克隆演化
Multi-omics analysis revealed clonal evolution of sarcoma patient-derived xenografts
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
患者来源异种移植物(PDXs)用于转化研究,对于研究肉瘤等罕见癌症尤为宝贵。尽管理解它们如何准确反映原始肿瘤的遗传和表型特征至关重要,但评估PDX建立和传代过程中单核苷酸变异(SNVs)和拷贝数变异(CNVs)变化的全面分析仍然稀缺。此外,由于既往研究主要集中于来自早期肿瘤或主要癌症类型的PDX,基因组特征在来自晚期、治疗耐药肉瘤的PDX中如何保存仍不清楚。
在此,我们对来自39例患者建立的144个肉瘤PDX进行了全外显子组测序、RNA测序和DNA甲基化分析,并在可获得时对配对的原发肿瘤进行了分析。该队列富集了高度复发病例(n = 29),不仅包括骨肉瘤(n = 11)等主要肉瘤类型,还包括超罕见肉瘤,包括腺泡状横纹肌肉瘤(n = 4)和CIC重排肉瘤(n = 2)。PDX成功建立自广泛的分子亚型,包括融合驱动肿瘤、TP53突变病例以及与微卫星不稳定性相关的高突变类型。在55%的病例中鉴定出可靶向的基因组改变,包括CCNE1或MDM2扩增以及MTAP缺失。数个PDX携带与分子靶向药物和免疫疗法耐药相关的突变。
原发肿瘤中检测到的绝大多数体细胞改变在PDX中得以保留(SNVs为97%,CNVs为99%)。此外,突变特征分析表明,仅在PDX中检测到的突变很可能代表原始肿瘤中已经存在的低频突变。在28%的PDX中还鉴定出涉及MYC、CDK4和MDM2等癌基因的染色体外DNA,并在83%的病例中于连续PDX传代过程中得以保留。尽管总体基因组稳定,克隆结构在建立和传代过程中发生变化,呈现出高度多样化的模式,基于SNVs、CNVs以及两者结合分别在53%、65%、71%的病例中观察到克隆漂移。有趣的是,在所有来自诊断样本(n = 9)和原发肿瘤(n = 8)的模型中均观察到克隆漂移,这远比来自复发或转移肿瘤的模型(62%)更为频繁。此外,基因表达和甲基化聚类揭示了每种癌症类型和个体病例内的不同聚类,表明关键肿瘤特征在PDX建立和传代过程中得以保留。
我们的数据揭示了肉瘤来源PDX模型在其建立和传代过程中的遗传和表型稳定性,并提供了关于其克隆演化的新见解,我们相信这将有助于PDX模型的临床实用性。
查看英文原文 English abstract
Patient-derived xenografts (PDXs) are used in translational research and are particularly valuable for studying rare cancers such as sarcomas. Although it is critical to understand how accurately they reflect the genetic and phenotypic features of the original tumor, comprehensive analyses that access changes in both single-nucleotide variants (SNVs) and copy number variants (CNVs) during the establishment and passaging of PDXs remain scarce. In addition, as previous studies have focused on those derived from early-stage tumors or major cancer types, it remains unclear how genomic features are preserved in PDXs derived from advanced, treatment-resistant sarcomas.
Here we performed whole-exome sequencing, RNA-seq and DNA methylation analysis of 144 sarcoma PDXs established from 39 patients, along with their matched primary tumors when available. The cohort was enriched for highly recurrent cases (n = 29) and included not only major sarcoma types, such as osteosarcoma (n = 11), but also ultra-rare sarcomas, including alveolar rhabdomyosarcoma (n = 4) and CIC -rearranged sarcoma (n = 2). PDXs were successfully established from a wide range of molecular subtypes, including fusion-driven tumors, TP53 -mutated cases, and hypermutated types associated with microsatellite instability. Targetable genomic alterations, including amplifications of CCNE1 or MDM2 and deletions of MTAP , were identified in 55% of cases. Several PDXs harbored mutations associated with resistance to molecular targeted agents and immunotherapies.
The vast majority of somatic alterations detected in the primary tumors were retained in the PDXs (97% for SNVs, 99% for CNVs). Moreover, mutational signature analysis suggested that mutations detected exclusively in PDXs likely represent low-frequency mutations already present in the original tumors. Extrachromosomal DNAs involving oncogenes such as MYC , CDK4 , and MDM2 were also identified in 28% of PDXs and were retained in 83% of cases during serial PDX passaging. Despite overall genomic stability, clonal architecture changed during establishment and passaging, with highly diverse patterns, and clonal shifts were observed in 53%, 65%,71% of cases based on SNVs, CNVs, and both combined, respectively. Interestingly, clonal shifts were observed in all models derived from diagnostic samples (n = 9) and primary tumors (n = 8), which was much more frequent than in models derived from relapsed or metastatic tumors (62%). In addition, gene expression and methylation clustering revealed distinct clusters within each cancer type and individual cases, suggesting that key tumor characteristics were preserved during PDX establishment and passaging.
Our data reveal the genetic and phenotypic stability of sarcoma-derived PDX models during their establishment and passaging, and provide new insights into their clonal evolution, which we believe will contribute to the clinical utility of PDX models.
利益披露 Disclosure
K. Gosho, None.
S. Yagishita,
MSD ).
K. Mimura, None..
T. Ebata, None..
N. Kakiuchi, None..
K. Katayama, None..
S. Imoto, None..
Y. Narita, None..
A. Yoneda, None..
M. Ishikawa, None..
Y. Kanemitsu, None..
K. Yonemori, None..
A. Kawai, None..
S. Watanabe, None..
A. Arakawa, None.
T. Ushijima,
SYSMEX CORPORATION ).
S. Ogawa,
Chordia Therapeutics Inc. ).
Eisai Co., Ltd. ).
Nanpuh Hospital ).
Chordia Therapeutics Inc. ).
Eisai Co., Ltd. ).
Montage Bio, INC. ).
Asahi Genomics Inc. ).
A. Hamada,
Eisai Inc. ).
AstraZeneca ).
CIMIC ).
Tosoh ).
Chordia Therapeutics ).
Mediford ).
Eli Lilly ).
Chugai ).
Sysmex ).
Healios ).
Konica Minolta ).
Boehringer Ingelheim ).
K. Yoshida, None.