Abstract
Inhibitors targeting mutant EGFR remain a persistent need in combating drug resistance in non-small cell lung cancer. To better understand the molecular factors involved in targeting T790M and C797S mutations, we determined X-ray cocrystal structures of fourth-generation inhibitors BI-8128 and BI-4732. Analysis from molecular dynamics and thermodynamic integration calculations correlated with biochemical and cellular measurements indicate that BI-8128 binds the double T790M/C797S more strongly than the single mutations individually. This observation showcases strengths in the design of these fourth-generation EGFR inhibitors as profile criteria require drugs to inhibit an array of oncogenic and drug resistance mutations.
Keywords: EGFR, kinase inhibitors, non-small cell lung cancer, structural biology, crystallography, molecular dynamics, targeted therapy
Graphical Abstract

Activating mutations within the kinase domain of the epidermal growth factor receptor (EGFR) are often associated with oncogenic properties in non-small cell lung cancer (NSCLC) and represent biomarkers for selecting effective small-molecule therapies.1,2 Initially, activating EGFR mutations, such as L858R and 19del, can be treated with tyrosine kinase inhibitors (TKIs), most commonly AZD9291 (osimertinib).2–5 This drug is an irreversible inhibitor that targets C797 located adjacent to the ATP-substrate site and readily forms covalent bonds with drugs harboring a Michael acceptor functional group.6,7 Additionally, osimertinib targets both initial activating EGFR mutations as well as secondary acquired T790M “gatekeeper” mutation that renders certain TKIs ineffective.8 More recently, the C797-targeting irreversible TKI YH25448 (lazertinib) in combination with the dual EGFR/c-MET targeting antibody amivantimab was shown to be superior to osimertinib monotherapy.9–12 In both cases, NSCLC tumors eventually become resistant to osimertinib and lazertinib by acquiring the C797S mutation that prevents these drugs from forming their potency-enabling covalent bonds.13,14
The discovery of drug resistance to covalent third-generation TKIs has initiated efforts to discover molecules that can inhibit EGFR containing T790M and C797S while simultaneously exhibiting limited activity against wild-type (WT) to ensure efficacy and safety. Diverse compounds have emerged, such as trisubstituted imidazoles,15–18 brigatinib,19 18k,20 CH7233163,21 BLU-945,22 and JND322923 as well as the unique aminobenzimidazole macrocycle BI-4020.24,25 Stemming from BI-4020, an advanced variant BI-4732, and related BI-8128, were developed showing impressive preclinical efficacy as well as improved blood-brain-barrier (BBB) penetration.26 Available in vitro cellular data show meaningful nanomolar potencies against treatment naive mutations (L858R and del19) and the corresponding T790M/C797S drug-resistant analogues while being impressively inactive against WT-containing cells (Table 1). Both compounds are structurally unique compared to their contemporaries and differ only with respect to their piperazine-derived solubilization moieties (R).
Table 1.
In Vitro Cellular Data for BI-4732 and BI-8128a
| Antiproliferative Cellular Activity Values (nM) | |||
|---|---|---|---|
|
| |||
| Cell Line | Genotype | BI-4732 | BI-8128 |
| Ba/F3 | WT (added EGF) | 356 | 318 |
| del19 | 1.1 | 1.7 | |
| del19/T790M/C797S | 2.6 | 3.3 | |
| L858R | 4.6 | 9.6 | |
| L858R/T790M/C797S | 7.8 | 16 | |
| A431 | WT amplification | 730 | 492 |
| PC-9 | parental del19 genotype | 9 | 16 |
| del19/T790M/C797S | 12 | 33 | |
Data made available through the opnMe initiative through Boehringer Ingelheim at https://openme.com. Methods from Engelhardt et al.24
To understand the structural basis for how BI-8128 and BI-4732 target T790M/C797S mutant EGFR, we carried out soaking of these molecules in WT EGFR crystals. These crystals contain the EGFR kinase domain packed into repeating active conformations with the αC-helix rotated into the “in” conformation.27 Diffraction data sets at 2.1 and 2.4 Å high resolution were obtained for BI-8128 and BI-4732, respectively, and indexed to unit cells and space groups (I23) consistent with previous findings (Table S1).18,25,28 Expectedly, both compounds, comprising a four-heterocycle architecture (Figures 1 and 2A), are found to bind to EGFR at the ATP-binding site producing practically identical interactions (Figure 2B,C). The distinct solubilization groups extend from the imidazolopyridine forming no apparent interactions with EGFR kinase. The ligands are well modeled as evident by the correspondence to mFo-DFc simulated annealing omit maps (Figure 2D). These structures showcase that the equivalent activity profiles (Table 1) are associated with nearly identical binding interactions with these molecules targeting the active kinase conformation.
Figure 1.

Representative chemical structures of fourth-generation EGFR inhibitors targeting T790M/C797S, including BI-4020, BI-4732, and BI-8128.
Figure 2.

BI-4732 and BI-8128 in complex with the EGFR kinase domain. A) The 4-heterocycle architecture (4-methyl-2H-pyrazolo[4,3-c]pyridine “pyrazolopyrimidine”, yellow; 1-methyl-1H-imidazo[4,5-c]pyridine “imidazolopyrimidine”, teal; “4-methoxypyridine” methoxypyridine, sky blue; (1R,4R)-2-oxa-5λ2-azabicyclo[2.2.1]heptane “bicyclic morpholine”, lavender) of these fourth-generation reversible binding inhibitors. B) Overall binding modes of BI-4732 (PDB ID 9DM8) and C) BI-8128 (PDB ID 9GNP) showing the expansive and complex nature of the interactions seen in these X-ray cocrystal structures. The P-loop has been omitted for clarity despite being involved in compound binding (see Figure 3C). D) Simulated annealing mFo-DFc omit maps of BI-4732 and BI-8128 (contour 3σ).
A closer examination of both X-ray cocrystal structures reveals a series of interactions with the EGFR kinase domain (Figure 3, Figure S1). The imidazolopyridine is anchored to the hinge M793 accepting an H-bond from the backbone amide (Figure 3A). The methyl group on the imidazolopyridine is positioned near the αC of P794 and at a distance consistent with a van der Waals contact (~3.8 Å; Figure 3A). The 4-methoxypyridine is positioned off the pyrazolopyrimidine such that the pyridine accepts an H-bond from the catalytic lysine (K745), which is consistent with fourth-generation EGFR TKIs.18,29 K745 is also observed to make interactions with solvent waters and a salt bridge with E762 as a hallmark of an active kinase conformation (Figure 3B). Additionally, the bicyclic morpholine group is positioned along hydrophobic region II (HR II) making van der Waals contacts with F723 that is found “tucked” beneath the P-loop (Figure 3C,D). The 4-methoxypyridine is seen within van der Waals distance with these residues as well suggesting that these groups stabilize this amino acid side chain and the P-loop β-sheet. These interactions are practically identical for the binding of BI-4732 (Figure S1) and the unique piperazine moiety is found positioned into solvent.
Figure 3.

Diverse interactions enable binding of BI-8128 to EGFR (PDB ID 9DM8). A) Zoom around hinge-binding interactions showing H-bond accepting from M793 and van der Waals interactions with P794. B) H-bond accepting from K745 and observed interactions with the lysine ε-amino nitrogen. C) Hydrophobic interactions between F723 and BI-8128. D) Similar visualization as in C including positive 2mFo-DFc electron density difference map contoured to 1σ. Corresponding images for BI-4732 are visualized in Figure S1.
To better appreciate the differences in potency of BI-8128 and BI-4732, activity assays were performed to assess the relative IC50 values against WT and mutant EGFR (Table 2). Both molecules exhibited IC50 values in low nanomolar concentrations, with the greatest potency against L858R/T790M/C797S at ~2–3 nM with the largest degree of mutant selectivity being observed for BI-8128. These results are consistent with the observation that BI-8128 and BI-4732 are highly potent against a set of mutations, but indicate that they exhihibit similar potency against WT. Interestingly, despite being most potent against L858R/T790M/C797S, BI-8128 is less potent against the double T790M/C797S and single mutant C797S showing that this compound has a unique preference for the triple mutation. Previous in vitro cellular data (Table 1) confirm lower potency against WT-containing cell lines while our biochemical results indicate relatively higher potency (Table 2), which we speculate may be due to differences in cellular contexts (e.g., dimerization dependence on signaling for WT and not the mutations). Additionally, the origin for the difference in mutant profiles between the two compounds, namely, that BI-4732 is equally potent against all mutations and WT, is unclear but could be caused by uncharacterized functional consequences stemming from the piperazine-derived solubilization groups (R in Figure 1).
Table 2.
Biochemical Potencies against WT EGFR and Mutationsa
| Biochemical Potency IC50 (nM) |
||
|---|---|---|
| BI-8128 | BI-4732 | |
|
| ||
| WT | 12 | 2.7 |
| T790M | 6.7 | 4.2 |
| C797S | 22 | 5.4 |
| T790M/C797S | 10 | 4.9 |
| L858R/T790M/C797S | 3.0 | 2.3 |
Enzyme assays performed at 30 °C for 240 min at pH = 7.5 with substrate [ATP] = 1.0 mM with activity being measured with the AssayQuant Technologies Inc. sensor AQT0734 (15 μM) and 2% DMSO in all samples. Final enzyme concentrations were 0.5 nM WT, T790M and C797S; 0.6 nM for T790M/C797S; 1.0 nM for L858R/T790M/C797S.
We next employed molecular dynamics (MD) simulations utilizing our X-ray cocrystal structures and thermodynamic integration (TI) calculations to quantify how T790M and C797S mutations impact the binding energetics of BI-8128. Previous studies have shown that MD simulations along with free-energy calculations including TI can accurately reproduce and rationalize structure changes in protein systems.30–32 Given that the L858R/T790M/C797S mutation is selectively inhibited by BI-8128, we sought to gain deeper appreciation for BI-8128 binding in the context of amino substitutions for T790M and C797S as our X-ray cocrystal structures were determined with the WT kinase. To that end, we performed thermodynamic TI which is a rigorous free energy calculation method that quantifies the difference in free energy between states, including amino acid substitutions.33,34 These TI calculations indicate that the single mutation T790M and C797S kinases exhibit preferential binding for BI-8128 compared to WT, as indicated by a negative ΔΔGmean (Figure 4). Additionally, T790M appears to have a more dominant effect on binding affinity than C797S, which is consistent with the location of the molecule in direct contact with the T790M “gatekeeper” residue (Figure 2B) and biochemical IC50 values (Table 2). Interestingly, TI calculations with the double mutation T790M/C797S showcase a much stronger binding ΔΔGmean compared to the single mutations, indicating that BI-8128 binds with greater preference to the EGFR kinase when multiple mutations are present. This is consistent with the general experimental trends in biochemical potencies for BI-8128 targeting L858R/T790M/C797S, and to a lesser extent for T790M/C797S likely indicating further complexicies in explaining the structural basis for EGFR inhibition by BI-8128.
Figure 4.

Free energy of binding of BI-8128 to mutant EGFR. Thermodynamic integration calculations of BI-8128 (green) binding to WT (upper left), T790M (upper right), C797S (lower left), and T790M/C797S (lower right) EGFR kinase domains.
To gain a deeper understanding of the binding free energy preference for BI-8128 and the T790M/C797S double mutant, we performed analysis of interactions formed during the final 50 ns of the MD simulation trajectory (Figure 5). As consistent with the TI free energies, a general increase in H-bonds between BI-8128 and EGFR are seen for T790M/C797S compared with WT as well as single mutations T790M and C797S (Figure 5A). Additionally, an average decrease in solvent waters (Figure 5B) is accompanied by an increase in the number of protein residues observed in the binding of BI-8128 with T790M/C797S (Figure 5C). Cluster analysis of the MD trajectories revealed that the T790M/C797S double mutation induces distinct structural rearrangements within the EGFR binding pocket (Figure S2). These alterations reshape the local pocket geometry and modify the conformational landscape accessible to BI-8128. As a consequence, the ligand adopts alternative, more stabilizing binding orientations, consistent with the enhanced affinity observed for the double mutant. For instance, the C797 in WT is found in an “up” conformation that sterically clashes with BI-8128 (Figure S2A) while the mutant serine in C797S is observed only in a “down” position that does not interfere with BI-8128 (Figure S2B). The T790M “gatekeeper” is found in a position that directly contacts the ligand (“front” in Figure S2C) consistent with positive interactions observed earlier with the related macrocycle BI-4020.25 This conformation of the T790M methionine is coupled with other groups of the inhibitor disrupting the P-loop β-sheet, specifically the opening up of backbone amides forming new H-bonds with the bicyclic morpholine (Figure S2D). To our knowledge, such a perturbation is not observed in experimental structural data, but kinase inhibitor influence on P-loop conformations has been observed in other systems.35–37 These findings are consistent with a plausible structural basis where BI-8128 binds with enhanced interactions to the mutant EGFR kinase due to the presence of both the T790M and C797S mutations.
Figure 5.

Assessment of interactions that complex BI-8128 in WT and mutant EGFR. A) Half-violin plots showing the distribution of H-bonds formed between the EGFR kinase and BI-8128 during the final 50 ns of each MD simulation trajectory. B) Number of water molecules within 2.5 Å of BI-8128 over the same time interval. C) Number of protein residues within 2.5 Å of BI-8128. Red, WT EGFR; green, EGFR with T790M and C797S mutations; cyan, EGFR with the T790M mutation; magenta, EGFR with the C797S mutation. Mean values (averaged over two independent simulations) are shown as spheres; maximum and minimum values are represented by downward and upward triangles, respectively.
In this study we characterize the binding modes of BI-8128 and BI-4732 as novel fourth-generation EGFR TKIs developed for the treatment of NSCLC. Their binding modes are like other fourth-generation TKIs (Figure 1) producing H-bonds to K74518,29 while the hinge region is unique with respect to a van der Waals contact with the P794 and placement of a bicyclic morpholine beneath the P-loop. MD simulations, TI calculations, and cluster analysis indicate a strong preference for BI-8128 to bind the dual T790M/C797S mutation over the respective single mutations consistent with the inhibitor forming a greater number of interactions with the EGFR kinase domain. This observation is somewhat complicated as acquired resistance mutations may occur on different EGFR alleles within tumor cells; however, biochemical and cellular profiles indicate that these compounds can target diverse mutations with similar potencies. The most promising advancements in the development of fourth-generation EGFR TKIs have yielded various ATP-competitive “Type I” kinase inhibitors while several alternative binding modes such as allosteric (Type III)38–44 and bivalent inhibitors45–49 are also established. It is likely that the observations made in the context of these experimental X-ray cocrystal structures of BI-8128 and BI-4732 and related calculations will be useful to medicinal chemists presently working to optimize next-generation EGFR inhibitors as novel cancer therapies.
Supplementary Material
ASSOCIATED CONTENT
Supporting Information
The Supporting Information is available free of charge at https://pubs.acs.org/doi/10.1021/acsmedchemlett.5c00725.
Methods (protein expression, crystallization, biochemical activity assays, molecular dynamics simulations), crystallography and refinement statistics, extended structural images (PDF)
ACKNOWLEDGMENTS
We acknowledge support from the National Institutes of General Medical Sciences (R35GM155353-02 to D.E.H. and R01GM129431/GM143370 to J.L.) and the National Center for Advancing Translational Sciences (UL1TR001412-08, BTC K Scholar Award to D.E.H.) of the National Institutes of Health. This research used resources 17-ID-1 and 17-ID-2 of the National Synchrotron Light Source II, U.S. Department of Energy (DOE) Office of Science User Facility operated for the DOE Office of Science by Brookhaven National Laboratory under contract no. DE-SC0012704. The Center for BioMolecular Structure (CBMS) is primarily supported by the National Institutes of Health, National Institute of General Medical Sciences (NIGMS) through a Center Core P30 Grant (P30GM133893), and by the DOE Office of Biological and Environmental Research (KP1607011). We acknowledge Earl May, Daniel Urul, Khanh Huynh, and Kathleen Tran (AssayQuant Technologies Inc.) for assistance in carrying out biochemical activity assays. BI-8128 and BI-4732 were kindly provided by Boehringer Ingelheim via its open innovation platform opnMe, available at https://opnme.com.50 Structural biology applications used in this project were compiled and configured by SBGrid.51
ABBREVIATIONS
- BBB
blood-brain barrier
- del19
exon 19 deletion
- EGFR
epidermal growth factor receptor
- HRII
hydrophobic region II
- MD
molecular dynamics
- NSCLC
nonsmall cell lung cancer
- TI
thermodynamic integration
- TKI
tyrosine kinase inhibitor
- WT
wild-type
Footnotes
The authors declare no competing financial interest.
Complete contact information is available at: https://pubs.acs.org/10.1021/acsmedchemlett.5c00725
Contributor Information
Tahereh Damghani, Department of Chemistry, College of Arts and Sciences, The State University of New York at Buffalo, Buffalo, New York 14260, United States.
Shenghan Song, Borch Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, Indiana 47907, United States.
Kaly S. Lin, Department of Chemistry, College of Arts and Sciences, The State University of New York at Buffalo, Buffalo, New York 14260, United States
Jianing Li, Borch Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, Indiana 47907, United States.
David E. Heppner, Department of Chemistry, College of Arts and Sciences, The State University of New York at Buffalo, Buffalo, New York 14260, United States; Department of Structural Biology, Jacobs School of Medicine and Biomedical Sciences, Buffalo, New York 14203, United States; Department of Pharmaceutical Sciences, The State University of New York at Buffalo, Buffalo, New York 14214, United States; Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, New York 14203, United States.
Data Availability Statement
X-ray cocrystal structures have been deposited in the protein data bank (PDB) under accession codes: 9DM8 and 9GNP. Other data will be made available on request.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
X-ray cocrystal structures have been deposited in the protein data bank (PDB) under accession codes: 9DM8 and 9GNP. Other data will be made available on request.
