Division of Hematology Oncology, Department of Internal Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Stem Cells. 2019 Feb;37(2):257-269. doi: 10.1002/stem.2932. Epub 2018 Nov 2.
Carcinoma-associated mesenchymal stem cells (CA-MSCs) are critical stromal progenitor cells within the tumor microenvironment (TME). We previously demonstrated that CA-MSCs differentially express bone morphogenetic protein family members, promote tumor cell growth, increase cancer "stemness," and chemotherapy resistance. Here, we use RNA sequencing of normal omental MSCs and ovarian CA-MSCs to demonstrate global changes in CA-MSC gene expression. Using these expression profiles, we create a unique predictive algorithm to classify CA-MSCs. Our classifier accurately distinguishes normal omental, ovary, and bone marrow MSCs from ovarian cancer CA-MSCs. Suggesting broad applicability, the model correctly classifies pancreatic and endometrial cancer CA-MSCs and distinguishes cancer associated fibroblasts from CA-MSCs. Using this classifier, we definitively demonstrate ovarian CA-MSCs arise from tumor mediated reprograming of local tissue MSCs. Although cancer cells alone cannot induce a CA-MSC phenotype, the in vivo ovarian TME can reprogram omental or ovary MSCs to protumorigenic CA-MSCs (classifier score of >0.96). In vitro studies suggest that both tumor secreted factors and hypoxia are critical to induce the CA-MSC phenotype. Interestingly, although the breast cancer TME can reprogram bone marrow MSCs into CA-MSCs, the ovarian TME cannot, demonstrating for the first time that tumor mediated CA-MSC conversion is tissue and cancer type dependent. Together these findings (a) provide a critical tool to define CA-MSCs and (b) highlight cancer cell influence on distinct normal tissues providing powerful insights into the mechanisms underlying cancer specific metastatic niche formation. Stem Cells 2019;37:257-269.
癌相关间充质干细胞(CA-MSCs)是肿瘤微环境(TME)中重要的基质祖细胞。我们之前的研究表明,CA-MSCs 差异表达骨形态发生蛋白家族成员,促进肿瘤细胞生长,增加癌症“干性”和化疗耐药性。在这里,我们使用正常网膜间充质干细胞和卵巢癌 CA-MSCs 的 RNA 测序来证明 CA-MSC 基因表达的全局变化。使用这些表达谱,我们创建了一个独特的预测算法来对 CA-MSCs 进行分类。我们的分类器能够准确地区分正常网膜、卵巢和骨髓间充质干细胞与卵巢癌 CA-MSCs。该模型具有广泛的适用性,能够正确地分类胰腺癌和子宫内膜癌 CA-MSCs,并区分癌相关成纤维细胞与 CA-MSCs。使用这个分类器,我们明确地证明了卵巢 CA-MSCs 是由肿瘤介导的局部组织间充质干细胞重编程产生的。尽管单独的癌细胞不能诱导 CA-MSC 表型,但体内卵巢 TME 可以将网膜或卵巢间充质干细胞重编程为促肿瘤发生的 CA-MSCs(分类器评分>0.96)。体外研究表明,肿瘤分泌因子和缺氧对诱导 CA-MSC 表型都很重要。有趣的是,尽管乳腺癌 TME 可以将骨髓间充质干细胞重编程为 CA-MSCs,但卵巢 TME 不能,这首次表明肿瘤介导的 CA-MSC 转化是组织和癌症类型依赖性的。这些发现(a)为定义 CA-MSCs 提供了一个关键工具,(b)强调了癌细胞对不同正常组织的影响,为癌症特异性转移龛形成的机制提供了有力的见解。干细胞 2019;37:257-269。