Crown Bioscience Inc., Suzhou, P.R. China.
Crown Bioscience Inc., Taicang, P.R. China.
Cancer Res Commun. 2022 May 10;2(5):353-365. doi: 10.1158/2767-9764.CRC-21-0126. eCollection 2022 May.
Tumor biology is determined not only by immortal cancer cells but also by the tumor microenvironment consisting of noncancerous cells and extracellular matrix, together they dictate the pathogenesis and response to treatments. Tumor purity is the proportion of cancer cells in a tumor. It is a fundamental property of cancer and is associated with many clinical features and outcomes. Here we report the first systematic study of tumor purity in patient-derived xenograft (PDX) and syngeneic tumor models using next-generation sequencing data from >9,000 tumors. We found that tumor purity in PDX models is cancer specific and mimics patient tumors, with variation in stromal content and immune infiltration influenced by immune systems of host mice. After the initial engraftment, human stroma in a PDX tumor is quickly replaced by mouse stroma, and tumor purity then stays stable in subsequent transplantations and increases only slightly by passage. Similarly, in syngeneic mouse cancer cell line models, tumor purity also turns out to be an intrinsic property with model and cancer specificities. Computational and pathology analysis confirmed the impact on tumor purity by the diverse stromal and immune profiles. Our study deepens the understanding of mouse tumor models, which will enable their better and novel uses in developing cancer therapeutics, especially ones targeting tumor microenvironment.
PDX models are an ideal experimental system to study tumor purity because of its distinct separation of human tumor cells and mouse stromal and immune cells. This study provides a comprehensive view of tumor purity in 27 cancers in PDX models. It also investigates tumor purity in 19 syngeneic models based on unambiguously identified somatic mutations. It will facilitate tumor microenvironment research and drug development in mouse tumor models.
肿瘤生物学不仅由永生化癌细胞决定,还由肿瘤微环境决定,肿瘤微环境由非癌细胞和细胞外基质组成,它们共同决定了发病机制和对治疗的反应。肿瘤纯度是肿瘤中癌细胞的比例。它是癌症的一个基本特征,与许多临床特征和结果相关。在这里,我们使用来自超过 9000 个肿瘤的下一代测序数据,报告了首例对患者来源的异种移植(PDX)和同基因肿瘤模型中的肿瘤纯度的系统研究。我们发现,PDX 模型中的肿瘤纯度是癌症特异性的,模拟了患者肿瘤,其基质含量和免疫浸润的变化受宿主小鼠免疫系统的影响。在最初的植入后,PDX 肿瘤中的人基质很快被小鼠基质取代,随后肿瘤纯度在随后的移植中保持稳定,仅略有增加。同样,在同基因小鼠癌细胞系模型中,肿瘤纯度也是一种内在特性,具有模型和癌症特异性。计算和病理学分析证实了不同的基质和免疫特征对肿瘤纯度的影响。我们的研究加深了对小鼠肿瘤模型的理解,这将使它们在开发癌症治疗方法,特别是针对肿瘤微环境的治疗方法方面得到更好和新颖的应用。
PDX 模型是研究肿瘤纯度的理想实验系统,因为它可以明确区分人肿瘤细胞和小鼠基质和免疫细胞。本研究全面描述了 27 种 PDX 模型中的肿瘤纯度。它还根据明确鉴定的体细胞突变调查了 19 种同基因模型中的肿瘤纯度。它将促进小鼠肿瘤模型中的肿瘤微环境研究和药物开发。