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Multiregion gene expression profiling reveals heterogeneity in molecular subtypes and immunotherapy response signatures in lung cancer.
- Source :
-
Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc [Mod Pathol] 2018 Jun; Vol. 31 (6), pp. 947-955. Date of Electronic Publication: 2018 Feb 06. - Publication Year :
- 2018
-
Abstract
- 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.
- Subjects :
- Aged
Carcinoma, Non-Small-Cell Lung pathology
Carcinoma, Non-Small-Cell Lung therapy
Epithelial-Mesenchymal Transition
Female
Gene Expression Profiling
Humans
Immunotherapy
Lung Neoplasms pathology
Lung Neoplasms therapy
Male
Middle Aged
Mutation
Prognosis
Treatment Outcome
Tumor Microenvironment
Carcinoma, Non-Small-Cell Lung genetics
Gene Expression Regulation, Neoplastic
Lung Neoplasms genetics
Subjects
Details
- Language :
- English
- ISSN :
- 1530-0285
- Volume :
- 31
- Issue :
- 6
- Database :
- MEDLINE
- Journal :
- Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc
- Publication Type :
- Academic Journal
- Accession number :
- 29410488
- Full Text :
- https://doi.org/10.1038/s41379-018-0029-3