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Hudson AM, Stephenson NL, Li C, Trotter E, Fletcher AJ, Katona G, Bieniasz-Krzywiec P, Howell M, Wirth C, Furney S, Miller CJ, Brognard J. Truncation- and motif-based pan-cancer analysis reveals tumor-suppressing kinases. Sci Signal 2018; 11:eaan6776. [PMID: 29666306 PMCID: PMC7984728 DOI: 10.1126/scisignal.aan6776] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
A major challenge in cancer genomics is identifying "driver" mutations from the many neutral "passenger" mutations within a given tumor. To identify driver mutations that would otherwise be lost within mutational noise, we filtered genomic data by motifs that are critical for kinase activity. In the first step of our screen, we used data from the Cancer Cell Line Encyclopedia and The Cancer Genome Atlas to identify kinases with truncation mutations occurring within or before the kinase domain. The top 30 tumor-suppressing kinases were aligned, and hotspots for loss-of-function (LOF) mutations were identified on the basis of amino acid conservation and mutational frequency. The functional consequences of new LOF mutations were biochemically validated, and the top 15 hotspot LOF residues were used in a pan-cancer analysis to define the tumor-suppressing kinome. A ranked list revealed MAP2K7, an essential mediator of the c-Jun N-terminal kinase (JNK) pathway, as a candidate tumor suppressor in gastric cancer, despite its mutational frequency falling within the mutational noise for this cancer type. The majority of mutations in MAP2K7 abolished its catalytic activity, and reactivation of the JNK pathway in gastric cancer cells harboring LOF mutations in MAP2K7 or the downstream kinase JNK suppressed clonogenicity and growth in soft agar, demonstrating the functional relevance of inactivating the JNK pathway in gastric cancer. Together, our data highlight a broadly applicable strategy to identify functional cancer driver mutations and define the JNK pathway as tumor-suppressive in gastric cancer.
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Affiliation(s)
- Andrew M Hudson
- Signalling Networks in Cancer Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester M20 4BX, UK
- Division of Cancer Sciences, University of Manchester, Manchester Academic Health Science Centre, Christie Hospital NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK
| | - Natalie L Stephenson
- Signalling Networks in Cancer Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester M20 4BX, UK
- LIGHT Laboratories, Faculty of Biological Science, The University of Leeds, Leeds LS2 9JT, UK
| | - Cynthia Li
- Signalling Networks in Cancer Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester M20 4BX, UK
| | - Eleanor Trotter
- Signalling Networks in Cancer Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester M20 4BX, UK
| | - Adam J Fletcher
- Clinical and Experimental Pharmacology Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester M20 4BX, UK
| | - Gitta Katona
- Signalling Networks in Cancer Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester M20 4BX, UK
| | - Patrycja Bieniasz-Krzywiec
- Signalling Networks in Cancer Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester M20 4BX, UK
| | - Matthew Howell
- Signalling Networks in Cancer Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester M20 4BX, UK
- RNA Biology Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester M20 4BX, UK
| | - Chris Wirth
- Computational Biology Support, Cancer Research UK Manchester Institute, The University of Manchester, Manchester M20 4BX, UK
| | - Simon Furney
- Genomic Oncology Research Group, Physiology and Medical Physics, Royal College of Surgeons in Ireland, Dublin 2, Ireland
| | - Crispin J Miller
- RNA Biology Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester M20 4BX, UK
- Computational Biology Support, Cancer Research UK Manchester Institute, The University of Manchester, Manchester M20 4BX, UK
| | - John Brognard
- Signalling Networks in Cancer Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester M20 4BX, UK.
- Laboratory of Cell and Developmental Signaling, National Cancer Institute at Frederick, Frederick, MD 21702-1201, USA
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Marusiak A, Stephenson N, Baik H, Trotter E, Li Y, Testoni E, Blyth K, Mason S, Puto L, Miller C, Hunter T, Sansom O, Brognard J. 504 Frequent loss-of-function mutations in MLK4 suppresses signaling in the JNK-cJUN-p21/p15 pathway to promote growth of colon cancer cells. Eur J Cancer 2014. [DOI: 10.1016/s0959-8049(14)70630-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Affiliation(s)
| | | | - Natalie Stephenson
- Cancer Research UK Manchester InstituteThe University of ManchesterManchesterUnited Kingdom
| | - Eleanor Trotter
- Cancer Research UK Manchester InstituteThe University of ManchesterManchesterUnited Kingdom
| | - Tony Hunter
- Molecular and Cellular BiologyThe Salk InstituteLA JollaCAUnited States
| | - John Brognard
- Cancer Research UK Manchester InstituteThe University of ManchesterManchesterUnited Kingdom
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Meyer JA, Dueland RT, MacEwen EG, Macy DW, Hoefle WD, Richardson RC, Alexander JW, Trotter E, Hause WR. Canine osteogenic sarcoma treated by amputation and MER: an adverse effect of splenectomy on survival. Cancer 1982; 49:1613-6. [PMID: 6950801 DOI: 10.1002/1097-0142(19820415)49:8<1613::aid-cncr2820490814>3.0.co;2-r] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Canine and human osteogenic sarcomas, like most other malignant tumors, cause or are associated with progressive impairment of host immune reactivity. Adjuvant immunotherapy with live BCG had shown increased survival in one study of canine disease. Experiments with induced fibrosarcomas in mice had suggested that some of the host immune defect might be ameliorated by splenectomy. A prospective clinical trial was conducted with several cooperating veterinary centers. Dogs with osteosarcoma apparently confined to a limb were randomized to be treated by amputation and methanol-extracted residue of BCG (MER), or by the same modalities plus splenectomy. Randomization was discontinued relatively early in the study because of higher mortality in the splenectomy group. Animals treated by amputation and MER could be compared only with historic controls; median and one-year survival rates did not differ significantly from those of prior series. Animals treated by amputation, splenectomy, and MER had significantly poorer survival.
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