Cited by 27Lung Cancer Treatments and MutationsProtein Kinase Regulation and GTPase SignalingCancer Genomics and Diagnostics

A saturation mutagenesis screen uncovers resistant and sensitizing secondary KRAS mutations to clinical KRAS G12C inhibitors

Open access
Feng, Siyu, Callow, Marinella G., Fortin, Jean-Philippe, Khan, Zia, Bray, David, Costa, Mike, Shi, Zhen, Wang, Weiru +1 more·2022·Proceedings of the National Academy of Sciences

Abstract

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.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1073/pnas.2120512119

Cites

8 of 8 references verified0 citation errors · 0 not checkable

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.

A few free checks a day · papers already verified open instantly · results are public

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).”

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

Flagged first, then by citations

Research works printed but not linked: 11

  1. [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. [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
  3. [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
  4. [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
  5. [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
  6. [9]M. M. Awad, Acquired resistance to KRASG12C inhibition in cancer. N. Engl. J. Med. 384, 2382– 2393 (2021). 34161704 PMC8864540
  7. [12]T. Pantsar, KRAS(G12C)-AMG 510 interaction dynamics revealed by all-atom molecular dynamics simulations. Sci. Rep. 10, 11992 (2020). 32686745 PMC7371895
  8. [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
  9. [16]W. Huber, Orchestrating high-throughput genomic analysis with Bioconductor. Nat. Methods 12, 115– 121 (2015). 25633503 PMC4509590
  10. [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
  11. [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

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
Venue
Proceedings of the National Academy of Sciences
Published
2022-04-26
Volume
119
Issue
18
Pages
e2120512119-e2120512119
ISSN
  • 0027-8424 (ISSN-L)
  • 1091-6490
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
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