Defining the Sensitivity Landscape of 74,389 EGFR Variants to Tyrosine Kinase Inhibitors
An, L.; Chen, S.; Wu, G.; Liu, C.; Wang, Z.; Wang, C.; Shi, Z.; Niu, C.; Li, X.; Tang, W.; Xu, H.; Wang, Y.
Show abstract
BackgroundTyrosine kinase inhibitors (TKIs) therapy is a standard treatment for patients with advanced non-small-cell lung carcinoma (NSCLC) when activating epidermal growth factor receptor (EGFR) mutations are detected. However, except for the well-studied EGFR mutations, most EGFR mutations lack treatment regimens. MethodsWe constructed two EGFR variant libraries containing substitutions, deletions, or insertions using the saturation mutagenesis method. All the variants were located in the EGFR mutation hotspot (exons 18-21). The sensitivity of these variants to afatinib, erlotinib, gefitinib, icotinib, and osimertinib was systematically studied by determining their enrichment in massively parallel cytotoxicity assays using an endogenous EGFR-depleted cell line, PC9. ResultsA total of 3,914 and 70,475 variants were detected in the constructed EGFR Substitution-Deletion (Sub-Del) and exon 20 Insertion (Ins) libraries, accounting for 99.3% and 55.8% of the designed variants, respectively. Of the 3,914 Sub-Del variants, 813 were highly enriched in the reversible TKI (erlotinib, gefitinib, icotinib) cytotoxicity assays and 51 were enriched in the irreversible TKI (afatinib, osimertinib) cytotoxicity assays. For the 70,475 Ins variants, insertions at amino acid positions 770-774 were highly enriched in all the five TKI cytotoxicity assays. Moreover, the top 5% of the enriched insertion variants included a glycine or serine insertion at high frequency. ConclusionsWe present a comprehensive reference for the sensitivity of EGFR variants to five commonly used TKIs. The approach used here should be applicable to other genes and targeted drugs.
Matching journals
The top 11 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Loss-of-Function genetic Screen Unveils Synergistic Efficacy of PARG Inhibition with Combined 5-Fluorouracil and Irinotecan Treatment in Colorectal Cancer 94%
- Genomic profiling of cell lines reveals hidden research bias and caveats 92%
- Computational repurposing of oncology drugs through off-target drug binding interactions from pharmacological databases 92%
Similar papers in this journal
- P16 methylation increases the sensitivity of cancer cells to the CDK4/6 inhibitor palbociclib 95%
- CTDSP1 inhibitor rabeprazole regulates DNA-PKcs dependent topoisomerase I degradation and irinotecan drug resistance in colorectal cancer 93%
- APOBEC3B reporter myeloma cell lines identify DNA damage response pathways leading to APOBEC3B expression 93%
Similar papers in this journal
- A survey of optimal strategy for signature-based drug repositioning and an application to liver cancer 94%
- Water-soluble 4-(dimethylaminomethyl)heliomycin exerts greater antitumor effects than parental heliomycin by targeting the tNOX-SIRT1 axis and apoptosis in oral cancer cells 93%
- A subset of CB002 xanthine analogues bypass p53-signaling to restore a p53 transcriptome and target an S-phase cell cycle checkpoint in tumors with mutated-p53 92%
Similar papers in this journal
- Defining relative mutational difficulty to understand cancer formation and prevention 91%
- Broad ultra-potent neutralization of SARS-CoV-2 variants by monoclonal antibodies specific to the tip of RBD 90%
- Selective Regulation of Tuft Cell-Like Small Cell Lung Cancer by Novel Transcriptional Co-activators C11orf53 and COLCA2 90%