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Daemen A, Cooper JE, Myrta S, Wongchenko MJ, Lin E, Long JE, Foreman O, Modrusan Z, Tremayne JR, de la Cruz CC, Merchant M, Martin SE, Yan Y, Junttila MR. Transcriptional Subtypes Resolve Tumor Heterogeneity and Identify Vulnerabilities to MEK Inhibition in Lung Adenocarcinoma. Clin Cancer Res 2020; 27:1162-1173. [PMID: 33023953 DOI: 10.1158/1078-0432.ccr-20-1835] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Revised: 07/22/2020] [Accepted: 09/30/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE Lung adenocarcinomas comprise the largest fraction of non-small cell lung cancer, which is the leading cause of cancer-related deaths. Seventy-five percent of adenocarcinomas lack targeted therapies because of scarcity of druggable drivers. Here, we classified tumors on the basis of signaling similarities and discovered subgroups within this unmet patient population. EXPERIMENTAL DESIGN We leveraged transcriptional data from >800 early- and advanced-stage patients. RESULTS We identified three robust subtypes dubbed mucinous, proliferative, and mesenchymal with respective pathway phenotypes. These transcriptional states lack discrete and causative mutational etiology as evidenced by similarly distributed oncogenic drivers, including KRAS and EGFR. The subtypes capture heterogeneity even among tumors lacking known oncogenic drivers. Paired multi-regional intratumoral biopsies demonstrated unified subtypes despite divergently evolved prooncogenic mutations, indicating subtype stability during selective pressure. Heterogeneity among in vitro and in vivo preclinical models is expounded by the human lung adenocarcinoma subtypes and can be leveraged to discover subtype-specific vulnerabilities. As proof of concept, we identified differential subtype response to MEK pathway inhibition in a chemical library screen of 89 lung cancer cell lines, which reproduces across model systems and a clinical trial. CONCLUSIONS Our findings support forward translational relevance of transcriptional subtypes, where further exploration therein may improve lung adenocarcinoma treatment.See related commentary by Skoulidis, p. 913.
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Affiliation(s)
- Anneleen Daemen
- Department of Bioinformatics & Computational Biology, Genentech, Inc., South San Francisco, California.
| | - Jonathan E Cooper
- Department of Molecular Oncology, Genentech, Inc., South San Francisco, California
| | - Szymon Myrta
- Roche Global IT Solution Centre, Roche, Warsaw, Poland
| | - Matthew J Wongchenko
- Department of Oncology Biomarker Development, Genentech, Inc., South San Francisco, California
| | - Eva Lin
- Department of Molecular Oncology, Genentech, Inc., South San Francisco, California
| | - Jason E Long
- Department of Molecular Oncology, Genentech, Inc., South San Francisco, California
| | - Oded Foreman
- Department of Research Pathology, Genentech, Inc., South San Francisco, California
| | - Zora Modrusan
- Department of Microchemistry, Proteomics and Lipidomics, Genentech, Inc., South San Francisco, California
| | - Jarrod R Tremayne
- Department of Translational Oncology, Genentech, Inc., South San Francisco, California
| | - Cecile C de la Cruz
- Department of Translational Oncology, Genentech, Inc., South San Francisco, California
| | - Mark Merchant
- Department of Translational Oncology, Genentech, Inc., South San Francisco, California
| | - Scott E Martin
- Department of Molecular Oncology, Genentech, Inc., South San Francisco, California
| | - Yibing Yan
- Department of Oncology Biomarker Development, Genentech, Inc., South San Francisco, California
| | - Melissa R Junttila
- Department of Molecular Oncology, Genentech, Inc., South San Francisco, California.
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Liu X, Yi C, Wen Y, Radhakrishnan P, Tremayne JR, Dao T, Johnson KR, Hollingsworth MA. Interactions between MUC1 and p120 catenin regulate dynamic features of cell adhesion, motility, and metastasis. Cancer Res 2013; 74:1609-20. [PMID: 24371222 DOI: 10.1158/0008-5472.can-13-2444] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The mechanisms by which MUC1 and p120 catenin contribute to progression of cancers from early transformation to metastasis are poorly understood. Here we show that p120 catenin ARM domains 1, 3-5, and 8 mediate interactions between p120 catenin and MUC1, and that these interactions modulate dynamic properties of cell adhesion, motility, and metastasis of pancreatic cancer cells. We also show that different isoforms of p120 catenin, when coexpressed with MUC1, create cells that exhibit distinct patterns of motility in culture (motility independent of cell adhesion, motility within a monolayer while exchanging contacts with other cells, and unified motility while maintaining static epithelial contacts) and patterns of metastasis. The results provide new insight into the dynamic interplay between cell adhesion and motility and the relationship of these to the metastatic process.
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Affiliation(s)
- Xiang Liu
- Authors' Affiliations: Eppley Institute for Research in Cancer and Allied Disease; Department of Oral Biology, University of Nebraska Medical Center, Omaha, Nebraska; Department of Gynecologic Oncology and Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas; and Department of Translational Oncology, Genentech, Inc., 1 DNA Way, South San Francisco, California
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