Multi-institutional oncogenic driver mutation analysis in lung adenocarcinoma: the lung cancer mutation consortium experience
Open accessAbstract
Introduction Molecular genetic analyses of lung adenocarcinoma have recently become standard of care for treatment selection. The Lung Cancer Mutation Consortium was formed to enable collaborative multi-institutional analyses of 10 potential oncogenic driver mutations. Technical aspects of testing and clinicopathologic correlations are presented.Methods Mutation testing in at least one of the eight genes (epidermal growth factor receptor [EGFR], KRAS, ERBB2, AKT1, BRAF, MEK1, NRAS, and PIK3CA) using SNaPshot, mass spectrometry, Sanger sequencing+/- peptide nucleic acid and/or sizing assays, along with anaplastic lymphoma kinase (ALK) and/or MET fluorescence in situ hybridization, were performed in six labs on 1007 patients from 14 institutions.Results In all, 1007 specimens had mutation analysis performed, and 733 specimens had all 10 genes analyzed. Mutation identification rates did not vary by analytic method. Biopsy and cytology specimens were inadequate for testing in 26% and 35% of cases compared with 5% of surgical specimens. Among the 1007 cases with mutation analysis performed, EGFR, KRAS, ALK, and ERBB2 alterations were detected in 22%, 25%, 8.5%, and 2.4% of cases, respectively. EGFR mutations were highly associated with female sex, Asian race, and never-smoking status; and less strongly associated with stage IV disease, presence of bone metastases, and absence of adrenal metastases. ALK rearrangements were strongly associated with never-smoking status and more weakly associated with presence of liver metastases. ERBB2 mutations were strongly associated with Asian race and never-smoking status. Two mutations were seen in 2.7% of samples, all but one of which involved one or more of PIK3CA, ALK, or MET.Conclusion Multi-institutional molecular analysis across multiple platforms, sample types, and institutions can yield consistent results and novel clinicopathological observations.
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Lynch, T. J., Bell, D. W., Sordella, R., Gurubhagavatula, S., Okimoto, R. A., Brannigan, B. W., Harris, P. L., Haserlat, S. M., Supko, J. G., Haluska, F. G., et al. (2004) · New England Journal of Medicine · doi:10.1056/nejmoa040938 · Cited by 11,486 · see citing works
<i>EGFR</i> Mutations in Lung Cancer: Correlation with Clinical Response to Gefitinib Therapy
Paez, J. G., Jänne, P. A., Lee, J. C., Tracy, S., Greulich, H., Gabriel, S., Herman, P., Kaye, F. J., Lindeman, N., Boggon, T. J., et al. (2004) · Science · doi:10.1126/science.1099314 · Cited by 9,368 · see citing works
Self-citationIdentification of the transforming EML4–ALK fusion gene in non-small-cell lung cancer
Soda, M., Choi, Y. L., Enomoto, M., Takada, S., Yamashita, Y., Ishikawa, S., Fujiwara, S.-I., Watanabe, H., Kurashina, K., Hatanaka, H., et al. (2007) · Nature · doi:10.1038/nature05945 · Cited by 5,439 · see citing works
Travis, W. D., Brambilla, E. M., Noguchi, M., Nicholson, A. G., Geisinger, K. R., Yatabe, Y., Beer, D. G., Powell, C. A., Riely, G. J., Schil, P. E. V., et al. (2011) · Journal of Thoracic Oncology · doi:10.1097/jto.0b013e318206a221 · Cited by 4,780 · see citing works
Self-citation<i>MET</i> Amplification Leads to Gefitinib Resistance in Lung Cancer by Activating ERBB3 Signaling
Engelman, J. A., Zejnullahu, K., Mitsudomi, T., Song, Y., Hyland, C., Park, J. O., Lindeman, N., Gale, C.-M., Zhao, X., Christensen, J., et al. (2007) · Science · doi:10.1126/science.1141478 · Cited by 4,496 · see citing works
Self-citationAnaplastic Lymphoma Kinase Inhibition in Non–Small-Cell Lung Cancer
Kwak, E. L., Bang, Y., Camidge, D. R., Shaw, A. T., Solomon, B., Maki, R. G., Ou, S. I., Dezube, B. J., Janne, P. A., Costa, D. B., et al. (2010) · New England Journal of Medicine · doi:10.1056/nejmoa1006448 · Cited by 4,442 · see citing works
Self-citationPao, W., Miller, V., Zakowski, M., Doherty, J., Politi, K., Sarkaria, I., Singh, B., Heelan, R., Rusch, V., Fulton, L., et al. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0405220101 · Cited by 4,338 · see citing works
Self-citationGenotypic and Histological Evolution of Lung Cancers Acquiring Resistance to EGFR Inhibitors
Sequist, L. V., Waltman, B. A., Dias-Santagata, D., Digumarthy, S., Turke, A. B., Fidias, P., Bergethon, K., Shaw, A. T., Gettinger, S., Cosper, A. K., et al. (2011) · Science Translational Medicine · doi:10.1126/scitranslmed.3002003 · Cited by 3,499 · see citing works
Self-citationTargeting PI3K signalling in cancer: opportunities, challenges and limitations
Engelman, J. A. (2009) · Nature Reviews Cancer · doi:10.1038/nrc2664 · Cited by 2,445 · see citing works
Frampton, G. M., Fichtenholtz, A., Otto, G. A., Wang, K., Downing, S. R., He, J., Schnall-Levin, M., White, J., Sanford, E. M., An, P., et al. (2013) · Nature Biotechnology · doi:10.1038/nbt.2696 · Cited by 2,157 · see citing works
Using Multiplexed Assays of Oncogenic Drivers in Lung Cancers to Select Targeted Drugs
Kris, M. G., Johnson, B. E., Berry, L. D., Kwiatkowski, D. J., Iafrate, A. J., Wistuba, I. I., Varella-Garcia, M., Franklin, W. A., Aronson, S. L., Su, P.-F., et al. (2014) · JAMA · doi:10.1001/jama.2014.3741 · Cited by 1,724 · see citing works
Self-citationLindeman, N. I., Cagle, P. T., Beasley, M. B., Chitale, D. A., Dacic, S., Giaccone, G., Jenkins, R. B., Kwiatkowski, D. J., Saldivar, J.-S., Squire, J., et al. (2013) · Journal of Thoracic Oncology · doi:10.1097/jto.0b013e318290868f · Cited by 1,280 · see citing works
Self-citationThe BATTLE Trial: Personalizing Therapy for Lung Cancer
Kim, E. S., Herbst, R. S., Wistuba, I. I., Lee, J. J., Blumenschein, G. R., Tsao, A. S., Stewart, D. J., Hicks, M. E., Erasmus, J. J., Gupta, S. K., et al. (2011) · Cancer Discovery · doi:10.1158/2159-8274.cd-10-0010 · Cited by 888 · see citing works
Self-citationDogan, S., Shen, R., Ang, D. C., Johnson, M. L., D'Angelo, S. P., Paik, P. K., Brzostowski, E. B., Riely, G. J., Kris, M. G., Zakowski, M. F., et al. (2012) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-11-3265 · Cited by 639 · see citing works
Self-citationGainor, J. F., Varghese, A. M., Ou, S. I., Kabraji, S. K., Awad, M. M., Katayama, R., Pawlak, A. C., Mino-Kenudson, M. A., Yeap, B. Y., Riely, G. J., et al. (2013) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-13-0318 · Cited by 609 · see citing works
Self-citationA Novel ALK Secondary Mutation and EGFR Signaling Cause Resistance to ALK Kinase Inhibitors
Sasaki, T., Koivunen, J. P., Ogino, A., Yanagita, M., Nikiforow, S., Zheng, W., Lathan, C. S., Marcoux, J. P., Du, J., Okuda, K., et al. (2011) · Cancer Research · doi:10.1158/0008-5472.can-11-1340 · Cited by 599 · see citing works
The transcriptional landscape and mutational profile of lung adenocarcinomaPreprint
Seo, J., Ju, Y. S., Lee, W., Shin, J.-Y., Lee, J. J.-K., Bleazard, T., Lee, J., Jung, Y. J., Kim, J. O., Shin, J.-Y., et al. (2012) · Genome Research · doi:10.1101/gr.145144.112 · Cited by 589 · see citing works
Cappuzzo, F., Marchetti, A., Skokan, M. C., Rossi, E., Gajapathy, S., Felicioni, L., Grammastro, M. D., Sciarrotta, M., Buttitta, F., Incarbone, M., et al. (2009) · Journal of Clinical Oncology · doi:10.1200/jco.2008.19.1635 · Cited by 557 · see citing works
Self-citationArcila, M. E., Chaft, J. E., Nafa, K., Roy-Chowdhuri, S., Lau, C., Zaidinski, M., Paik, P. K., Zakowski, M. F., Kris, M. G., & Ladanyi, M. (2012) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-12-0912 · Cited by 505 · see citing works
Self-citationLindeman, N. I., Cagle, P. T., Beasley, M. B., Chitale, D. A., Đačić, S., Giaccone, G., Jenkins, R. B., Kwiatkowski, D. J., Saldivar, J., Squire, J. A., et al. (2013) · Journal of Molecular Diagnostics · doi:10.1016/j.jmoldx.2013.03.001 · Cited by 458 · see citing works
Self-citationMotoi, N., Szőke, J., Riely, G. J., Seshan, V., Kris, M. G., Rusch, V. W., Gerald, W. L., & Travis, W. D. (2008) · The American Journal of Surgical Pathology · doi:10.1097/pas.0b013e31815cb162 · Cited by 368 · see citing works
Self-citationLeighl, N. B., Rekhtman, N., Biermann, W. A., Huang, J., Mino-Kenudson, M., Ramalingam, S. S., West, H., Whitlock, S., & Somerfield, M. R. (2014) · Journal of Clinical Oncology · doi:10.1200/jco.2014.57.3055 · Cited by 281 · see citing works
Oncogene status predicts patterns of metastatic spread in treatment‐naive nonsmall cell lung cancer
Doebele, R. C., Lu, X. J. D., Sumey, C. J., Maxson, D. A., Weickhardt, A. J., Oton, A. B., Bunn, P. A., Barón, A. E., Franklin, W. A., Aisner, D. L., et al. (2012) · Cancer · doi:10.1002/cncr.27409 · Cited by 279 · see citing works
Self-citationPritchard, C. C., Salipante, S. J., Koehler, K. M., Smith, C., Scroggins, S. M., Wood, B. L., Wu, D., Lee, M. K., Dintzis, S. M., Adey, A., et al. (2013) · Journal of Molecular Diagnostics · doi:10.1016/j.jmoldx.2013.08.004 · Cited by 271 · see citing works
Spectrum of Oncogenic Driver Mutations in Lung Adenocarcinomas from East Asian Never Smokers
Li, C., Fang, R., Sun, Y., Han, X., Li, F., Gao, B., Iafrate, A. J., Liu, X.-Y., Pao, W. J., Chen, H., et al. (2011) · PLoS ONE · doi:10.1371/journal.pone.0028204 · Cited by 230 · see citing works
Self-citationAn integrated genomic analysis of lung cancer reveals loss of DUSP4 in EGFR-mutant tumors
Chitale, D. A., Gong, Y., Taylor, B. S., Broderick, S., Brennan, C. W., Somwar, R., Golas, B., Wang, L., Motoi, N., Szőke, J., et al. (2009) · Oncogene · doi:10.1038/onc.2009.135 · Cited by 230 · see citing works
Self-citationChaft, J. E., Arcila, M. E., Paik, P. K., Lau, C., Riely, G. J., Pietanza, M. C., Zakowski, M. F., Rusch, V. W., Sima, C. S., Ladanyi, M., et al. (2011) · Molecular Cancer Therapeutics · doi:10.1158/1535-7163.mct-11-0692 · Cited by 202 · see citing works
Self-citationValidation of a Next-Generation Sequencing Assay for Clinical Molecular Oncology
Cottrell, C. E., Al‐Kateb, H., Bredemeyer, A. J., Duncavage, E. J., Spencer, D. H., Abel, H., Lockwood, C. M., Hagemann, I. S., O’Guin, S. M., Burcea, L. C., et al. (2013) · Journal of Molecular Diagnostics · doi:10.1016/j.jmoldx.2013.10.002 · Cited by 183 · see citing works
Su, Z., Dias-Santagata, D., Duke, M., Hutchinson, K., Lin, Y.-L., Borger, D. R., Chung, C. H., Massion, P. P., Vnencak-Jones, C. L., Iafrate, A. J., et al. (2011) · The Journal of Molecular Diagnostics · doi:10.1016/j.jmoldx.2010.11.010 · Cited by 176 · see citing works
Yang, J., Zhang, X., Su, J., Xu, C., Zhou, Q. H., Tian, H.-X., Xie, Z., Chen, H.-J., Huang, Y.-S., Jiang, B., et al. (2014) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-13-0699 · Cited by 171 · see citing works
Self-citationSholl, L. M., Weremowicz, S., Gray, S. W., Wong, K., Chirieac, L. R., Lindeman, N. I., & Hornick, J. L. (2013) · Journal of Thoracic Oncology · doi:10.1097/jto.0b013e31827db604 · Cited by 161 · see citing works
Self-citationRussell, P. A., Barnett, S. A., Walkiewicz, M., Wainer, Z., Conron, M., Wright, G. M., Gooi, J. H., Knight, S., Wynne, R. M., Liew, D., et al. (2013) · Journal of Thoracic Oncology · doi:10.1097/jto.0b013e3182828fb8 · Cited by 119 · see citing works
The Introduction of Systematic Genomic Testing for Patients with Non–Small-Cell Lung Cancer
Cardarella, S., Ortiz, T. M., Joshi, V. A., Butaney, M., Jackman, D. M., Kwiatkowski, D. J., Yeap, B. Y., Janne, P. A., Lindeman, N. I., & Johnson, B. E. (2012) · Journal of Thoracic Oncology · doi:10.1097/jto.0b013e3182745bcb · Cited by 112 · see citing works
Self-citationViray, H., Li, K., Long, T. A., Vasalos, P., Bridge, J. A., Jennings, L. J., Halling, K. C., Hameed, M., & Rimm, D. L. (2013) · Archives of Pathology & Laboratory Medicine · doi:10.5858/arpa.2012-0561-cp · Cited by 107 · see citing works
The Impact of Genomic Changes on Treatment of Lung Cancer
Cardarella, S., & Johnson, B. E. (2013) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.201305-0843pp · Cited by 103 · see citing works
Self-citationLi, C., Sun, Y., Fang, R., Han, X., Luo, X., Wang, R., Pan, Y., Hu, H., Zhang, Y., Pao, W. J., et al. (2011) · Journal of Thoracic Oncology · doi:10.1097/jto.0b013e318234f0a2 · Cited by 95 · see citing works
Self-citationJiang, S., Yamashita, K., Yamamoto, M., Chun-ji, P., Umezawa, A., Saegusa, M., Yoshida, T., Katagiri, M., Masuda, N., Hayakawa, K., et al. (2008) · International Journal of Cancer · doi:10.1002/ijc.23868 · Cited by 75 · see citing works
Kobunai, T., Watanabe, T., Yamamoto, Y., & Eshima, K. (2010) · Biochemical and Biophysical Research Communications · doi:10.1016/j.bbrc.2010.03.167 · Cited by 49 · see citing works
Mansfield, A. S., Sukov, W. R., Eckel‐Passow, J. E., et al. (2013) · American Journal of Clinical Pathology · doi:10.1309/ajcp13gjaojayjmw · Cited by 47 · see citing works
Holten‐Rossing, H., Grauslund, M., Urbanska, E. M., Melchior, L. C., Rask, C. K., Costa, J. C., Skov, B. G., Sørensen, J. B., & Santoni‐Rugiu, E. (2013) · BMC Research Notes · doi:10.1186/1756-0500-6-489 · Cited by 44 · see citing works
Wiesweg, M., Ting, S. C., Reis, H., et al. (2013) · European Journal of Cancer · doi:10.1016/j.ejca.2013.06.014 · Cited by 27 · see citing works
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Self-citationThompson, J. C., Yee, S. S., Troxel, A. B., Savitch, S. L., Fan, R., Balli, D., Lieberman, D. B., Morrissette, J. D., Evans, T. L., Bauml, J., et al. (2016) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-16-1231 · Cited by 325 · see citing works
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Self-citationZer, A., Ding, K., Lee, S. M., Goss, G. D., Seymour, L., Ellis, P. M., Hackshaw, A., Bradbury, P. A., Han, L., O’Callaghan, C. J., et al. (2016) · Journal of Thoracic Oncology · doi:10.1016/j.jtho.2015.11.010 · Cited by 56 · see citing works
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- Authors
- Sholl, L. M., Aisner, D. L., Varella-Garcia, M., Berry, L. D., Dias-Santagata, D., Wistuba, I. I., Chen, H., Fujimoto, J., Kugler, K., Franklin, W. A., Iafrate, A. J., Ladanyi, M., Kris, M. G., Johnson, B. E., Bunn, P. A., Minna, J. D., & Kwiatkowski, D. J.
- Affiliations
- Brigham and Women's Hospital (US)
- University of Colorado Anschutz (US)
- Vanderbilt University (US)
- Harvard University (US)
- The University of Texas MD Anderson Cancer Center (US)
- Memorial Sloan Kettering Cancer Center (US)
- University of Colorado Cancer Center (US)
- The University of Texas Southwestern Medical Center (US)
- Corresponding author
- Kwiatkowski, David J.
- ORCID
- Venue
- Journal of Thoracic Oncology
- Publisher
- Elsevier BV
- Published
- 2015-05
- Volume
- 10
- Issue
- 5
- Pages
- 768-777
- ISSN
- 1556-0864 (ISSN-L)
- PMC
- PMC4410843
- OpenAlex
- W2009775937
- Cited by
- 430
- References
- 41
- Citations by year
- 2026: 13 · 2025: 24 · 2024: 37 · 2023: 52 · 2022: 43 · 2021: 51 · 2020: 40 · 2019: 31 · 2018: 42 · 2017: 37 · 2016: 44 · 2015: 16
- FWCI
- 36.39
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Journal of Thoracic Oncology (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Digital Access to Scholarship at Harvard (DASH) (Harvard University) (submittedVersion, cc-by)
- Funders
- National Cancer Institute (RC2CA148394, P50CA090578, P50CA070907, P50CA058187, P30CA008748, P01CA120964, P30CA016672, P30CA046934)
- Topics
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Lung Cancer Treatments and Mutations
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer Genomics and Diagnostics
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Lung Cancer Diagnosis and Treatment
- Keywords
- lung adenocarcinoma, driver mutations, EGFR mutation, KRAS mutation, ALK rearrangement, ERBB2 mutations, PIK3CA mutation, MET amplification, clinicopathological correlation
- MeSH terms
- Anaplastic Lymphoma Kinase, Adenocarcinoma, Adrenal Gland Neoplasms, Bone Neoplasms, Cooperative Behavior, DNA Mutational Analysis, Female, Humans, Liver Neoplasms, Lung Neoplasms, Male, Mutation, Neoplasm Staging, Genes, ras, Sex Factors, Smoking, Gene Rearrangement, Genes, erbB-2, Genes, erbB-1, Proto-Oncogene Proteins c-met, Phosphatidylinositol 3-Kinases, Receptor Protein-Tyrosine Kinases, Racial Groups, MAP Kinase Kinase 1, Proto-Oncogene Proteins B-raf, Proto-Oncogene Proteins c-akt, Class I Phosphatidylinositol 3-Kinases
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