PO.MCB04.01 · 分子与细胞生物学

KRAS G12V突变的患者来源类器官脑转移模型作为靶点发现平台

A KRAS G12V-mutant patient-derived organoid model of brain metastasis as a target discovery platform

海报缩略图:KRAS G12V突变的患者来源类器官脑转移模型作为靶点发现平台
编号 7296 展板 8 时间 4/22 09:00–12:00 区域 Section 22 主讲 Dena Panovska, BS;MS;PhD
分会场 Hypoxic and Proteotoxic Stress Response
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作者与单位 Authors & Affiliations

Dena Panovska1, Yao Lulu Xing2, Maria Dolan3, Helena C. M. Oft4, Alexa Gwyn5, Emon Nasajpour6, Michitaka Nakano7, John Newman8, Calvin Kuo7, Pardes Habib2, Claudia K. Petritsch6

1Neurology, Stanford University, Stanford, CA,2Neurosurgery, Stanford University, Stanford, CA,3University of Virginia, Charlottesville, VA,4Neurology, University of Pittsburgh, Pittsburgh, PA,5Vassar College, Poughkeepsie, NY,6Neurology and Stanford Cancer Model Development Center, Stanford University, Stanford, CA,7Medicine-Hematology, Stanford University, Stanford, CA,8Pathology, Stanford University, Stanford, CA

摘要 Abstract

中文摘要
脑转移(BM)是最常见的脑肿瘤,年发病率为每10万人8-14例。在过去十年中,入选标准已扩大,通过分子靶向治疗和免疫检查点抑制剂推进了BM的治疗。不幸的是,这一进展尚未惠及罕见形式BM的患者,例如源自结直肠癌(CRC)的BM,而CRC是全球第二大癌症死亡原因。源自CRC的BM(BM-CRC)由于其对化疗和放疗的固有耐药性,在转移性CRC中预后最差,凸显了对新治疗方法的需求。肿瘤学中的药物开发面临重大挑战且失败率高,这在很大程度上归因于肿瘤多样性以及传统模型(如2D细胞培养和动物试验)的局限性,这些模型往往无法复现人类肿瘤行为。此外,BM-CRC的患者队列规模小,阻碍了开发循证疗法和临床指南所必需的分子研究。我们最近通过分析来自8例BM-CRC患者的单细胞RNA测序数据公共数据集,鉴定出BM-CRC中未折叠蛋白反应(UPR)转录组特征水平升高。使用这些单细胞数据进行的CellChat分析揭示了肿瘤与肿瘤微环境(TME)之间的相互作用,突显了肿瘤对TME特定组分的依赖性。我们使用多组学分析证实,由癌细胞内质网(ER)应激激活的UPR在BM-CRC中相比亲本CRC上调。为研究UPR作为患者潜在的治疗弱点,我们从一例治疗耐药的KRAS G12V突变BM-CRC生成了一种新型患者来源类器官(PDO)。PDO在异种移植模型中可靠地形成颅内肿瘤,并可靠地反映原始恶性肿瘤BM-CRC的表型和遗传特征。我们的临床前数据显示,药理学抑制ER应激相关通路比单独抑制MAPK更有效地降低PDO活力。我们进一步进行了分子分析,研究UPR上调如何影响BM-CRC的细胞状态,及其与不良预后的相关性。综上所述,我们的新PDO模型是作为药物发现平台并用于评估针对治疗难治性BM-CRC的靶向疗法而生成的。我们的临床前和多组学数据提出UPR作为一种治疗弱点。
查看英文原文 English abstract
Brain metastasis (BM) is the most common brain tumor, with annual incidence rates ranging from 8 - 14 cases per 100,000 people. In the past decade, eligibility criteria have broadened, advancing treatments for BM with molecular targeted therapies and immune checkpoint inhibitors. Unfortunately, this progress has not yet reached patients with rare forms of BM, such as those originating from colorectal cancer (CRC), which is the second leading cause of cancer death worldwide. BM from CRC (BM-CRC) have the poorest prognosis amongst metastatic CRCs, due to their inherent resistance to chemotherapy and radiation, underscoring the need for new therapeutic approaches. Drug development faces in oncology faces significant challenges and has a high attrition rate, largely due to tumor diversity and the limitation of traditional models, such as 2D cell cultures and animal testing, which often fail to replicate human tumor behavior. Additionally, the small patient cohorts for BM-CRC impede molecular studies necessary for development of evidence-based therapies and clinical guidelines We recently identified elevated levels of transcriptomic signatures for unfolded protein response (UPR) in BM-CRC, by analyses of a public dataset of single cell RNA sequencing data from 8 patients with BM-CRC. CellChat performed with these single cell data revealed interaction between tumor and tumor microenvironment (TME), which underlined the dependency of the tumor on specific components of the TME. We confirmed that the UPR, activated by endoplasmatic reticulum (ER) stress in cancer cells, is upregulated in BM-CRC compared to parental CRC, using multi-omic analyses. To investigate the UPR as a potential therapeutic vulnerability in patients, we generated a novel patient-derived organoid (PDO) from a therapy-resistant KRAS G12V mutant BM-CRC. PDOs reliably forms intracranial tumors in xenografts models and mirror the phenotypic and genetic features of the original malignant tumor reliably BM-CRC. Our preclinical data showed that pharmacologic inhibition of an ER stress-related pathway more effectively reduced PDO viability than MAPK inhibition alone. We furthermore conducted molecular analyses how the upregulation of the UPR influences cell states of BM-CRC, correlating with their poor prognosis. Taken together, our new PDO model was generated as a platform for drug discovery and to evaluate targeted therapies for treatment-refractory BM-CRC. Our preclinical and multi-omics data puts forward UPR as a therapeutic vulnerability.
利益披露 Disclosure
D. Panovska, None.. Y. Xing, None.. M. Dolan, None.. H. C. M. Oft, None.. A. Gwyn, None.. E. Nasajpour, None.. M. Nakano, None.. J. Newman, None.. C. Kuo, None.. P. Habib, None.. C. K. Petritsch, None.

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