Prevalence of RAS mutations and individual variation patterns among patients with metastatic colorectal cancer: A pooled analysis of randomised controlled trials
Abstract
Background The use of epidermal growth factor receptor inhibitors to treat metastatic colorectal cancer (mCRC) patients requires prior confirmation of tumour wild type (WT) RAS mutation status (exons 2/3/4 for KRAS or NRAS). This retrospective pooled analysis aims to robustly estimate RAS mutation prevalence and individual variation patterns in mCRC patients.Method Individual patient data from five randomised, controlled panitumumab studies (three phase III, one phase II and one phase Ib/II) were pooled for this analysis. The phase III studies included mCRC patients independent of RAS mutation status; the phase II and Ib/II studies included mCRC patients with confirmed WT KRAS exon 2 status. Four studies conducted RAS testing using Sanger sequencing; one study used a combination of next-generation sequencing and Sanger sequencing. In order to assign overall RAS status, the mutation status of all exons 2/3/4 KRAS or NRAS was required to be known.Results Data from 3196 mCRC patients from 36 countries were included in the analysis. The overall unadjusted RAS mutation prevalence in mCRC patients was 55.9% (95% confidence interval (CI): [53.9-57.9%]), with the following distribution observed: KRAS exon 2 (prevalence 42.6% [40.7-44.5%]); KRAS exon 3 (3.8% [2.9-4.9%]); KRAS exon 4 (6.2% [5.0-7.6%]); NRAS exon 2 (2.9% [2.1-3.9%]); NRAS exon 3 (4.2% [3.2-5.4%]); NRAS exon 4 (0.3% [0.1-0.7%]). Differences in RAS mutation prevalence estimates were observed by study (p=0.001), gender (p=0.030), and by country (p=0.028).Conclusions This analysis provides robust estimates of overall RAS mutation prevalence and individual variation patterns in mCRC patients.
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KRAS is the most dominant mutated subtype in the RAS family and is responsible for 85% of RAS gene-driven cancers, particularly in pancreatic, colorectal, and lung cancers.
“It is the most dominant mutated subtype in the RAS family and is responsible for 85% of RAS gene-driven cancers, particularly in pancreatic, colorectal, and lung cancers.40–42”
From Recent advances in targeting the “undruggable” proteins: from drug discovery to clinical trials (2023) · cites this paper as [42]
Cites
The National Comprehensive Cancer Network
McGivney, W. T. (1998) · Cancer · doi:10.1002/(sici)1097-0142(19980515)82:10+ · Cited by 16,760 · see citing works
Cunningham, D., Humblet, Y., Siena, S., Khayat, D., Bleiberg, H., Santoro, A., Bets, D., Mueser, M., Harstrick, A., Verslype, C., et al. (2004) · New England Journal of Medicine · doi:10.1056/nejmoa033025 · Cited by 5,035 · see citing works
Cetuximab and Chemotherapy as Initial Treatment for Metastatic Colorectal Cancer
Van Cutsem, E., Köhne, C.-H., Hitre, E., Zaluski, J., Chang Chien, C.-R., Makhson, A., D'Haens, G., Pintér, T., Lim, R., Bodoky, G., et al. (2009) · New England Journal of Medicine · doi:10.1056/nejmoa0805019 · Cited by 3,877 · see citing works
<i>K-ras</i> Mutations and Benefit from Cetuximab in Advanced Colorectal Cancer
Karapetis, C. S., Khambata-Ford, S., Jonker, D. J., O'Callaghan, C. J., Tu, D., Tebbutt, N. C., Simes, R. J., Chalchal, H., Shapiro, J. D., Robitaille, S., et al. (2008) · New England Journal of Medicine · doi:10.1056/nejmoa0804385 · Cited by 3,622 · see citing works
Amado, R. G., Wolf, M., Peeters, M., Van Cutsem, E., Siena, S., Freeman, D. J., Juan, T., Sikorski, R., Suggs, S., Radinsky, R., et al. (2008) · Journal of Clinical Oncology · doi:10.1200/jco.2007.14.7116 · Cited by 3,207 · see citing works
Self-citationPanitumumab–FOLFOX4 Treatment and <i>RAS</i> Mutations in Colorectal Cancer
Douillard, J.-Y., Oliner, K. S., Siena, S., Tabernero, J., Burkes, R., Barugel, M., Humblet, Y., Bodoky, G., Cunningham, D., Jassem, J., et al. (2013) · New England Journal of Medicine · doi:10.1056/nejmoa1305275 · Cited by 2,263 · see citing works
Self-citationVan Cutsem, E., Peeters, M., Siena, S., Humblet, Y., Hendlisz, A., Neyns, B., Canon, J.-L., Van Laethem, J.-L., Maurel, J., Richardson, G., et al. (2007) · Journal of Clinical Oncology · doi:10.1200/jco.2006.08.1620 · Cited by 1,979 · see citing works
Self-citationCetuximab for the Treatment of Colorectal Cancer
Jonker, D. J., O'Callaghan, C. J., Karapetis, C. S., Zalcberg, J. R., Tu, D., Au, H.-J., Berry, S. R., Krahn, M., Price, T., Simes, R. J., et al. (2007) · New England Journal of Medicine · doi:10.1056/nejmoa071834 · Cited by 1,904 · see citing works
Douillard, J., Siena, S., Cassidy, J., Tabernero, J. M., Burkes, R. L., Barugel, M. E., Humblet, Y., Bodoky, G., Cunningham, D., Jassem, J., et al. (2010) · Journal of Clinical Oncology · doi:10.1200/jco.2009.27.4860 · Cited by 1,802 · see citing works
Self-citationCetuximab in the treatment of colorectal cancer.
Goldberg, R. M., Venook, A. P., & Schilsky, R. L. (2004) · PubMed · Cited by 1,518 · see citing works
Lièvre, A., Bachet, J., Boige, V., Cayre, A., Corre, D. L., Buc, E., Ychou, M., Bouché, O., Landi, B., Louvet, C., et al. (2008) · Journal of Clinical Oncology · doi:10.1200/jco.2007.12.5906 · Cited by 1,456 · see citing works
Van Cutsem, E., Cervantes, A., Nordlinger, B., & Arnold, D. (2014) · Annals of Oncology · doi:10.1093/annonc/mdu260 · Cited by 1,167 · see citing works
Peeters, M., Price, T. J., Cervantes, A., Sobrero, A. F., Ducreux, M., Hotko, Y., André, T., Chan, E., Lordick, F., Punt, C. J. A., et al. (2010) · Journal of Clinical Oncology · doi:10.1200/jco.2009.27.6055 · Cited by 1,005 · see citing works
Self-citationSobrero, A. F., Maurel, J., Fehrenbacher, L., Scheithauer, W., Abubakr, Y. A., Lutz, M. P., Vega-Villegas, M. E., Eng, C., Steinhauer, E. U., Prausová, J., et al. (2008) · Journal of Clinical Oncology · doi:10.1200/jco.2007.13.1193 · Cited by 940 · see citing works
Schwartzberg, L. S., Rivera, F., Karthaus, M., Fasola, G., Canon, J.-L. R., Hecht, J. R., Yu, H., Oliner, K. S., & Go, W. Y. (2014) · Journal of Clinical Oncology · doi:10.1200/jco.2013.53.2473 · Cited by 632 · see citing works
Self-citationRoock, W. D., de Vriendt, V., Normanno, N., Ciardiello, F., & Tejpar, S. (2010) · The Lancet Oncology · doi:10.1016/s1470-2045(10)70209-6 · Cited by 605 · see citing works
Bokemeyer, C., Cutsem, E. V., Rougier, P. R., Ciardiello, F., Heeger, S., Schlichting, M., Celik, I., & Köhne, C. (2012) · European Journal of Cancer · doi:10.1016/j.ejca.2012.02.057 · Cited by 581 · see citing works
Frequency of <i>KRAS</i>, <i>BRAF</i>, and <i>NRAS</i> mutations in colorectal cancer
Vaughn, C. P., ZoBell, S. D., Furtado, L. V., Baker, C. L., & Samowitz, W. S. (2011) · Genes, Chromosomes and Cancer · doi:10.1002/gcc.20854 · Cited by 377 · see citing works
Peeters, M., Oliner, K. S., Parker, A. N., Siena, S., Cutsem, E. V., Huang, J., Humblet, Y., Laethem, J. V., André, T., Wiezorek, J. S., et al. (2013) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-12-1913 · Cited by 244 · see citing works
Self-citationPeeters, M., Douillard, J.-Y., Van Cutsem, E., Siena, S., Zhang, K., Williams, R., & Wiezorek, J. (2013) · Journal of Clinical Oncology · doi:10.1200/jco.2012.45.1492 · Cited by 232 · see citing works
Self-citationYaeger, R. D., Cercek, A., Chou, J. F., Sylvester, B. E., Kemeny, N. E., Hechtman, J. F., Ladanyi, M., Rosen, N. X., Weiser, M. R., Capanu, M., et al. (2014) · Cancer · doi:10.1002/cncr.28729 · Cited by 206 · see citing works
Morris, V., Overman, M. J., Jiang, Z.-Q., Garrett, C., Agarwal, S., Eng, C., Kee, B., Fogelman, D., Dasari, A., Wolff, R., et al. (2014) · Clinical Colorectal Cancer · doi:10.1016/j.clcc.2014.06.001 · Cited by 132 · see citing works
Van Cutsem, E., Eng, C., Nowara, E., Świeboda-Sadlej, A., Tebbutt, N. C., Mitchell, E., Davidenko, I., Stephenson, J., Elez, E., Prenen, H., et al. (2014) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-13-2752 · Cited by 110 · see citing works
Self-citationStintzing, S., Jung, A., Rossius, L., Modest, D. P., von Weikersthal, L. F., Decker, T. W., Kiani, A., Al‐Batran, S., Vehling‐Kaiser, U., Heintges, T., et al. (2014) · Journal of Clinical Oncology · doi:10.1200/jco.2014.32.3_suppl.445 · Cited by 97 · see citing works
Bokemeyer, C., Köhne, C., Bondarenko, I., von Heydebreck, A., Grote, H. J., Stroh, C., & Lenz, H. (2013) · Journal of Clinical Oncology · doi:10.1200/jco.2013.31.15_suppl.3537 · Cited by 93 · see citing works
Peeters, M., Oliner, K. S., Price, T. J., Cervantes, A. M. R., Sobrero, A. F., Ducreux, M. P., Hotko, Y., André, T., Chan, E. W., Lordick, F., et al. (2014) · Journal of Clinical Oncology · doi:10.1200/jco.2014.32.15_suppl.3568 · Cited by 37 · see citing works
Self-citationSanger sequencing in routine KRAS testing: a review of 1720 cases from a pathologist's perspective
Malapelle, U., Bellevicine, C., Salatiello, M., Luca, C. D., Rispo, E., Riccio, P., Sparano, L., Stefano, A. D., Carlomagno, C., Maiello, F., et al. (2012) · Journal of Clinical Pathology · doi:10.1136/jclinpath-2012-200773 · Cited by 35 · see citing works
Brodowicz, T., Vrbanec, D., Kaczirek, K., et al. (2014) · Journal of Clinical Oncology · doi:10.1200/jco.2014.32.3_suppl.lba391 · Cited by 6 · see citing works
Karthaus, M., Hofheinz, R., Mineur, L., et al. (2014) · Annals of Oncology · doi:10.1093/annonc/mdu333.51 · Cited by 2 · see citing works
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Xie, X., Yu, T., Li, X., Zhang, N., Foster, L. J., Peng, C., Huang, W., & He, G. (2023) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-023-01589-z · Cited by 396 · see citing works
KRAS: From undruggable to a druggable Cancer Target
Uprety, D., & Adjei, A. A. (2020) · Cancer Treatment Reviews · doi:10.1016/j.ctrv.2020.102070 · Cited by 271 · see citing works
Koustas, E., Karamouzis, M. V., Mihailidou, C., Schizas, D., & Papavassiliou, A. G. (2017) · Cancer Letters · doi:10.1016/j.canlet.2017.03.023 · Cited by 79 · see citing works
Drugging K-RasG12C through covalent inhibitors: Mission possible?
Ni, D., Li, X., He, X., Zhang, H., Zhang, J., & Lu, S. (2019) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2019.06.007 · Cited by 73 · see citing works
Jauhri, M., Bhatnagar, A., Gupta, S., BP, M., Minhas, S., Shokeen, Y., & Aggarwal, S. (2017) · Tumor Biology · doi:10.1177/1010428317692265 · Cited by 57 · see citing works
Loree, J. M., Wang, Y., Syed, M. A., Sorokin, A. V., Coker, O., Xiu, J., Weinberg, B. A., Vanderwalde, A. M., Tesfaye, A., Raymond, V. M., et al. (2021) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-21-0180 · Cited by 43 · see citing works
Yildirim, H. C., Gunenc, D., Almuradova, E., Sutcuoglu, O., & Yalcin, S. (2025) · Medicina · doi:10.3390/medicina61030408 · Cited by 10 · see citing works
- Authors
- Peeters, M., Kafatos, G., Taylor, A., Gastanaga, V. M., Oliner, K. S., Hechmati, G., Terwey, J.-H., & van Krieken, J. H.
- Affiliations
- Antwerp University Hospital (BE)
- Amgen (United Kingdom) (GB)
- Amgen (United States) (US)
- Amgen (Switzerland) (CH)
- Corresponding author
- Peeters, M.
- Venue
- European Journal of Cancer
- Publisher
- Elsevier BV
- Published
- 2015-09
- Volume
- 51
- Issue
- 13
- Pages
- 1704-1713
- ISSN
- 0959-8049 (ISSN-L)
- OpenAlex
- W1845370611
- Cited by
- 163
- References
- 29
- Citations by year
- 2026: 3 · 2025: 8 · 2024: 11 · 2023: 20 · 2022: 13 · 2021: 19 · 2020: 17 · 2019: 19 · 2018: 13 · 2017: 26 · 2016: 12 · 2015: 2
- FWCI
- 7.72
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- European Journal of Cancer (publishedVersion)
- PubMed (publishedVersion)
- Radboud Repository (Radboud University) (submittedVersion)
- Funders
- Amgen Ltd
- Topics
- Health Sciences › Medicine › Oncology › Colorectal Cancer Treatments and Studies
- Health Sciences › Medicine › Pathology and Forensic Medicine › Genetic factors in colorectal cancer
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Lung Cancer Treatments and Mutations
- Keywords
- RAS mutations, KRAS, NRAS, metastatic colorectal cancer, EGFR inhibitors, panitumumab, KRAS exon 2
- MeSH terms
- Panitumumab, Adolescent, Adult, Aged, Antibodies, Monoclonal, Antineoplastic Agents, DNA Mutational Analysis, Exons, Female, Gene Frequency, Humans, Male, Membrane Proteins, Middle Aged, Mutation, Neoplasm Metastasis, Phenotype, Predictive Value of Tests, Retrospective Studies, Biomarkers, Tumor, Colorectal Neoplasms, Randomized Controlled Trials as Topic, Proto-Oncogene Proteins p21(ras), Clinical Trials, Phase I as Topic, Clinical Trials, Phase II as Topic, Clinical Trials, Phase III as Topic, Patient Selection, Genetic Predisposition to Disease, GTP Phosphohydrolases, Proto-Oncogene Proteins B-raf, Young Adult, Precision Medicine, Molecular Targeted Therapy
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