Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Mod Pathol. 2018 Jun;31(6):947-955. doi: 10.1038/s41379-018-0029-3. Epub 2018 Feb 6.
Intra-tumor heterogeneity may be present at all molecular levels. Genomic intra-tumor heterogeneity at the exome level has been reported in many cancer types, but comprehensive gene expression intra-tumor heterogeneity has not been well studied. Here, we delineated the gene expression intra-tumor heterogeneity by exploring gene expression profiles of 35 tumor regions from 10 non-small cell lung cancer tumors (three or four regions/tumor), including adenocarcinoma, squamous cell carcinoma, large-cell carcinoma, and pleomorphic carcinoma of the lung. Using Affymetrix Gene 1.0 ST arrays, we generated the gene expression data for every sample. Inter-tumor heterogeneity was generally higher than intra-tumor heterogeneity, but some tumors showed a substantial level of intra-tumor heterogeneity. The analysis of various clinically relevant gene expression signatures including molecular subtype, epithelial-to-mesenchymal transition, and anti-PD-1 resistance signatures also revealed heterogeneity between different regions of the same tumor. The gene expression intra-tumor heterogeneity we observed was associated with heterogeneous tumor microenvironments represented by stromal and immune cells infiltrated. Our data suggest that RNA-based prognostic or predictive molecular tests should be carefully conducted in consideration of the gene expression intra-tumor heterogeneity.
肿瘤内异质性可能存在于所有分子水平。在许多癌症类型中已经报道了外显子水平的基因组肿瘤内异质性,但全面的基因表达肿瘤内异质性尚未得到很好的研究。在这里,我们通过探索 10 个非小细胞肺癌肿瘤的 35 个肿瘤区域的基因表达谱(每个肿瘤三个或四个区域)来描绘基因表达肿瘤内异质性,包括肺腺癌、鳞状细胞癌、大细胞癌和多形性癌。我们使用 Affymetrix Gene 1.0 ST 阵列生成了每个样本的基因表达数据。肿瘤间异质性通常高于肿瘤内异质性,但一些肿瘤表现出相当程度的肿瘤内异质性。对各种临床相关基因表达特征(包括分子亚型、上皮-间充质转化和抗 PD-1 耐药特征)的分析也揭示了同一肿瘤不同区域之间的异质性。我们观察到的基因表达肿瘤内异质性与基质和免疫细胞浸润的异质性肿瘤微环境有关。我们的数据表明,基于 RNA 的预后或预测性分子检测应在考虑肿瘤内基因表达异质性的情况下仔细进行。