Multiregion gene expression profiling reveals heterogeneity in molecular subtypes and immunotherapy response signatures in lung cancer

被引:56
作者
Lee, Won-Chul [1 ,2 ]
Diao, Lixia [3 ]
Wang, Jing [3 ]
Zhang, Jianhua [1 ]
Roarty, Emily B. [2 ]
Varghese, Susan [2 ]
Chow, Chi-Wan [4 ]
Fujimoto, Junya [4 ]
Behrens, Carmen [2 ]
Cascone, Tina [2 ]
Peng, Weiyi [5 ]
Kalhor, Neda [6 ]
Moran, Cesar A. [6 ]
Weissferdt, Annikka [6 ]
Johnson, Faye M. [2 ]
William, William N., Jr. [2 ]
Swisher, Stephen G. [7 ]
Lee, J. Jack [8 ]
Hong, Waun Ki [2 ]
Heymach, John V. [2 ]
Wistuba, Ignacio I. [2 ,4 ]
Futreal, P. Andrew [1 ]
Zhang, Jianjun [1 ,2 ]
机构
[1] Univ Texas MD Anderson Canc Ctr, Dept Genom Med, Houston, TX 77030 USA
[2] Univ Texas MD Anderson Canc Ctr, Dept Thorac Head & Neck Med Oncol, Houston, TX 77030 USA
[3] Univ Texas MD Anderson Canc Ctr, Dept Bioinformat & Computat Biol, Houston, TX 77030 USA
[4] Univ Texas MD Anderson Canc Ctr, Dept Translat Mol Pathol, Houston, TX 77030 USA
[5] Univ Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77030 USA
[6] Univ Texas MD Anderson Canc Ctr, Dept Pathol, Houston, TX 77030 USA
[7] Univ Texas MD Anderson Canc Ctr, Dept Thorac Surg, Houston, TX 77030 USA
[8] Univ Texas MD Anderson Canc Ctr, Dept Biostat, Houston, TX 77030 USA
关键词
SQUAMOUS-CELL CARCINOMA; INTRATUMOR HETEROGENEITY; MESENCHYMAL TRANSITION; PD-L1; EXPRESSION; BREAST-CANCER; EVOLUTION; RESISTANCE; SENSITIVITY; BLOCKADE; ANTIBODY;
D O I
10.1038/s41379-018-0029-3
中图分类号
R36 [病理学];
学科分类号
100104 ;
摘要
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.
引用
收藏
页码:947 / 955
页数:9
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