A saturation mutagenesis screen uncovers resistant and sensitizing secondary KRAS mutations to clinical KRAS G12C inhibitors
Open accessAbstract
Significance: KRAS G12C inhibitors have demonstrated promising efficacy in non–small-cell lung cancer patients harboring the KRAS G12C mutation. However, the mechanism of resistance remains to be fully understood. To understand the consequences of single amino acid changes within KRAS G12C , we conducted a saturation mutagenesis screen of the KRAS G12C protein and assessed the mutational impact on drug sensitivity. Not only did our screen reveal resistant hits that were identified from patients’ samples (V8L, C12F, R68S, H95D, H95R, and Y96C), but we also discovered variants that sensitize the inhibition. Furthermore, we examined the human genetics databases and identified germline or somatic KRAS mutations that appear among the strong resistance hits. Our study positions future drug discovery targeting KRAS G12C toward focusing on inhibitors preserving potency against resistance mutations at key residues.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Customised site saturation variant libraries are now favoured by many experienced MAVE laboratories.
“Such libraries are now favoured by many experienced MAVE laboratories (53); however, limited target length and cost considerations still impede global adoption in the field (52).”
From Massively parallel functional genomic assays in endocrinology: from promise to delivery (2026) · cites this paper as [53]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
K-Ras(G12C) inhibitors allosterically control GTP affinity and effector interactions
Ostrem, J. M., Peters, U., Sos, M. L., Wells, J. A., & Shokat, K. M. (2013) · Nature · doi:10.1038/nature12796 · Cited by 2,557 · see citing works
The Clinical KRAS(G12C) Inhibitor AMG 510 Drives Anti-Tumour Immunity
Canon, J., Rex, K., Saiki, A. Y., Mohr, C., Cooke, K., Bagal, D., Gaida, K., Holt, T., Knutson, C. G., Koppada, N., et al. (2019) · Nature · doi:10.1038/s41586-019-1694-1 · Cited by 2,277 · see citing works
Sotorasib for Lung Cancers with <i>KRAS</i> p.G12C Mutation
Skoulidis, F., Li, B. T., Dy, G. K., Price, T. J., Falchook, G. S., Wolf, J., Italiano, A., Schuler, M., Borghaei, H., Barlesi, F., et al. (2021) · New England Journal of Medicine · doi:10.1056/nejmoa2103695 · Cited by 1,849 · see citing works
Hallin, J., Engstrom, L. D., Hargis, L., Calinisan, A., Aranda, R., Briere, D. M., Sudhakar, N., Bowcut, V., Baer, B. R., Ballard, J. A., et al. (2020) · Cancer Discovery · doi:10.1158/2159-8290.cd-19-1167 · Cited by 1,304 · see citing works
Acquired Resistance to KRAS <sup>G12C</sup> Inhibition in Cancer
Awad, M. M., Liu, S., Rybkin, I. I., Arbour, K. C., Dilly, J., Zhu, V. W., Johnson, M. L., Heist, R. S., Patil, T., Riely, G. J., et al. (2021) · New England Journal of Medicine · doi:10.1056/nejmoa2105281 · Cited by 1,247 · see citing works
Biochemical and Structural Analysis of Common Cancer-Associated KRAS Mutations
Hunter, J. C., Manandhar, A., Carrasco, M. A., Gurbani, D., Gondi, S., & Westover, K. D. (2015) · Molecular Cancer Research · doi:10.1158/1541-7786.mcr-15-0203 · Cited by 786 · see citing works
Fell, J. B., Fischer, J. P., Baer, B. R., Blake, J. F., Bouhana, K., Briere, D. M., Brown, K. D., Burgess, L. E., Burns, A. C., Burkard, M. R., et al. (2020) · Journal of Medicinal Chemistry · doi:10.1021/acs.jmedchem.9b02052 · Cited by 653 · see citing works
Tanaka, N., Lin, J. J., Li, C., Ryan, M. B., Zhang, J., Kiedrowski, L. A., Michel, A. G., Syed, M. U., Fella, K. A., Sakhi, M., et al. (2021) · Cancer Discovery · doi:10.1158/2159-8290.cd-21-0365 · Cited by 527 · see citing works
Flagged first, then by citations
Research works printed but not linked: 11
- [1]D. Kim, J. Y. Xue, P. Lito, Targeting KRAS(G12C): From inhibitory mechanism to modulation of antitumor effects in patients. Cell 183, 850– 859 (2020). 33065029 PMC7669705
- [2]A. H. Nassar, E. Adib, D. J. Kwiatkowski, Distribution of KRAS G12C somatic mutations across race, sex, and cancer type. N. Engl. J. Med. 384, 185– 187 (2021). 33497555
- [5]J. A. Engelman, P. A. Jänne, Mechanisms of acquired resistance to epidermal growth factor receptor tyrosine kinase inhibitors in non-small cell lung cancer. Clin. Cancer Res. 14, 2895– 2899 (2008). 18483355
- [6]K. Suda, Small cell lung cancer transformation and T790M mutation: complimentary roles in acquired resistance to kinase inhibitors in lung cancer. Sci. Rep. 5, 14447 (2015). 26400668 PMC4585860
- [7]J. Wang, A secondary mutation in BRAF confers resistance to RAF inhibition in a BRAF V600E-mutant brain tumor. Cancer Discov. 8, 1130– 1141 (2018). 29880583 PMC6125191
- [9]M. M. Awad, Acquired resistance to KRASG12C inhibition in cancer. N. Engl. J. Med. 384, 2382– 2393 (2021). 34161704 PMC8864540
- [12]T. Pantsar, KRAS(G12C)-AMG 510 interaction dynamics revealed by all-atom molecular dynamics simulations. Sci. Rep. 10, 11992 (2020). 32686745 PMC7371895
- [15]C. Muñoz-Maldonado, Y. Zimmer, M. Medová, A comparative analysis of individual RAS mutations in cancer biology. Front. Oncol. 9, 1088 (2019). 31681616 PMC6813200
- [16]W. Huber, Orchestrating high-throughput genomic analysis with Bioconductor. Nat. Methods 12, 115– 121 (2015). 25633503 PMC4509590
- [17]C. W. Law, Y. Chen, W. Shi, G. K. Smyth, voom: Precision weights unlock linear model analysis tools for RNA-seq read counts. Genome Biol. 15, R29 (2014). 24485249 PMC4053721
- [18]J. X. Sun, A computational approach to distinguish somatic vs. germline origin of genomic alterations from deep sequencing of cancer specimens without a matched normal. PLOS Comput. Biol. 14, e1005965 (2018). 29415044 PMC5832436
Cited by
Sorted by citations
The current state of the art and future trends in RAS-targeted cancer therapies
Punekar, S. R., Velcheti, V., Neel, B. G., & Wong, K.-K. (2022) · Nature Reviews Clinical Oncology · doi:10.1038/s41571-022-00671-9 · Cited by 549 · see citing works
Pan-KRAS Inhibitor Disables Oncogenic Signalling and Tumour Growth
Kim, D., Herdeis, L., Rudolph, D., Zhao, Y., Böttcher, J., Vides, A., Ayala-Santos, C. I., Pourfarjam, Y., Cuevas-Navarro, A., Xue, J. Y., et al. (2023) · Nature · doi:10.1038/s41586-023-06123-3 · Cited by 534 · see citing works
Massively parallel functional genomic assays in endocrinology: from promise to delivery
Xu, J., Aslanzadeh, V., Kudla, G., & Semple, R. K. (2026) · Journal of Molecular Endocrinology · doi:10.1530/jme-25-0134
- Authors
- Feng, S., Callow, M. G., Fortin, J.-P., Khan, Z., Bray, D., Costa, M., Shi, Z., Wang, W., & Evangelista, M.
- Affiliations
- Genentech (US)
- Foundation Medicine (United States) (US)
- Corresponding author
- Feng, Siyu
- Evangelista, Marie
- ORCID
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2022-04-26
- Volume
- 119
- Issue
- 18
- Pages
- e2120512119-e2120512119
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC9170150
- OpenAlex
- W4224987182
- Cited by
- 27
- References
- 8
- Citations by year
- 2026: 5 · 2025: 5 · 2024: 7 · 2023: 7 · 2022: 3
- FWCI
- 3.51
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Lung Cancer Treatments and Mutations
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Kinase Regulation and GTPase Signaling
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer Genomics and Diagnostics
- Keywords
- KRAS G12C, KRAS inhibitors, drug resistance mutations, sotorasib, adagrasib, PI3K/AKT/mTOR pathway, non-small cell lung cancer, acquired resistance, germline mutations
- MeSH terms
- Carcinoma, Non-Small-Cell Lung, Humans, Lung Neoplasms, Mutation, Piperazines, Pyridines, Pyrimidines, Proto-Oncogene Proteins p21(ras), Mutagenesis
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review