1
|
Akher FB, Farrokhzadeh A, Ravenscroft N, Kuttel MM. Deciphering the Mechanism of Binding Selectivity of Chlorofluoroacetamide-Based Covalent Inhibitors toward L858R/T790M Resistance Mutation. J Chem Inf Model 2022; 62:997-1013. [PMID: 35119858 DOI: 10.1021/acs.jcim.1c01399] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Covalent modification of the oncogenic mutant epidermal growth factor receptor (EGFR) by small molecules is an efficient strategy for achieving an enhanced and sustained pharmacological effect in the treatment of non-small-cell lung cancer. NSP-037 (18), an irreversible inhibitor of the L858R/T790M double-mutant EGFR (EGFRDM) using α-chlorofluoroacetamide (CFA) as a novel warhead, has seven times the inhibition selectivity for EGFRDM over the wild type (EGFRWT), as compared to clinically approved osimertinib (7). Here, we employ multiple computational approaches to elucidate the mechanism underlining this improved selectivity, as well as the effect of CFA on the selectivity enhancement of inhibitor 18 over 7. We find that EGFRDM undergoes significantly larger conformational changes than EGFRWT upon binding to 18. The conformational stability of the diamine side chain and the CFA motif of 18 in the orthosteric site of EGFRDM is identified as key for the disparate binding mechanism and inhibitory prowess of 18 with respect to EGFRWT and EGFRDM and 18's higher selectivity than 7. The binding free energy of the 18-bound complexes is -6.38 kcal/mol greater than that of the 7-bound complexes, explaining the difference in selectivity of these inhibitors. Further, free energy decomposition analysis indicates that the electrostatic contribution of key residues plays an important role in the 18-bound complexes. QM/MM calculations show that the most favored mechanism for the Cys797 alkylation reaction is the direct displacement mechanism through a CFA-based inhibitor, producing a reaction with the lowest energy barrier and most stable product.
Collapse
Affiliation(s)
- Farideh Badichi Akher
- Department of Computer Science, University of Cape Town, Cape Town 7700, South Africa.,Department of Chemistry, University of Cape Town, Cape Town 7700, South Africa.,Department of Biochemistry & Molecular Biology, University of Dalhousie, Halifax, NS B3H 4R2, Canada
| | | | - Neil Ravenscroft
- Department of Chemistry, University of Cape Town, Cape Town 7700, South Africa
| | - Michelle M Kuttel
- Department of Computer Science, University of Cape Town, Cape Town 7700, South Africa
| |
Collapse
|
2
|
Farrokhzadeh A, Akher FB, Egan TJ. Molecular Mechanism Exploration of Potent Fluorinated PI3K Inhibitors with a Triazine Scaffold: Unveiling the Unusual Synergistic Effect of Pyridine-to-Pyrimidine Ring Interconversion and CF 3 Defluorination. J Phys Chem B 2021; 125:10072-10084. [PMID: 34473499 DOI: 10.1021/acs.jpcb.1c03242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The phosphatidylinostitol-3-kinase (PI3K)/AKT/mammalian target of rapamycin signaling pathway is a vital regulator of cell proliferation, growth, and survival, which is frequently overactivated in many human cancers. To this effect, PI3K, which is an important mediator of this pathway, has been pinpointed as a crucial target in cancer therapy and hence the importance of PI3K inhibitors. It was recently reported that defluorination and pyridine-to-pyrimidine ring interconversion increase the potency of specific small-molecule inhibitors of PI3K. Compound 4, an inhibitor with the difluorinated pyrimidine motif, was found to be eight times more potent against PI3K than compound 1, an inhibitor with the trifluorinated pyridine motif. This observation presents the need to rationally resolve the differential inhibitory mechanisms exhibited by both compounds. In this present work, we employed multiple computational approaches to investigate and distinguish the binding modes of 1 and 4 in addition to the effects they mediate on the secondary structure of PI3K. Likewise, we evaluated two other derivatives, compounds 2 with the difluorinated pyridine motif and 3 with the trifluorinated pyrimidine motif, to investigate the cooperativity effect between the defluorination of CF3 and pyridine-to-pyrimidine ring interconversion. Findings revealed that PI3K, upon interaction with 4, exhibited a series of structural changes that favored the binding of the inhibitor at the active-site region. Furthermore, a positive (synergistic) cooperativity effect was observed between CF3 defluorination and pyridine-to-pyrimidine ring interconversion. Moreover, there was a good correlation between the binding free energy estimated and the biological activity reported experimentally. Energy decomposition analysis revealed that the major contributing force to binding affinity variations between 1 and 4 is the electrostatic energy. Per-residue energy-based hierarchical clustering analysis further identified four hot-spot residues ASP841, TYR867, ASP964, and LYS833 and four warm-spot residues ASP836, SER806, ASP837, and LYS808, which essentially mediate the optimal and higher-affinity binding of compound 4 to PI3K relative to 1. This study therefore provides rational insights into the mechanisms by which 4 exhibited superior PI3K-inhibitory activities over 1, which is vital for future structure-based drug discovery efforts in PI3K targeting.
Collapse
Affiliation(s)
| | - Farideh Badichi Akher
- Department of Chemistry, University of Cape Town, Rondebosch, 7701 Cape Town, South Africa.,Department of Computer Science, University of Cape Town, Rondebosch, 7701 Cape Town, South Africa
| | - Timothy J Egan
- Department of Chemistry, University of Cape Town, Rondebosch, 7701 Cape Town, South Africa
| |
Collapse
|
3
|
Farrokhzadeh A, Badichi Akher F, Olotu FA, Van Heerden FR. Impact of HEC72702 chirality on the selective inhibition of hepatitis B virus capsid dimer: A dynamics-structure-energetics perspective. Chem Biol Drug Des 2020; 97:167-183. [PMID: 32757484 DOI: 10.1111/cbdd.13771] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 07/18/2020] [Accepted: 07/25/2020] [Indexed: 12/17/2022]
Abstract
Chirality in drug design has been attracting wide interests and attention over the years based on its innate potentials of enhancing the selectivity and prowess of therapeutic molecules. This approach was fundamental to the recent design of two inhibitors, where (R,R)-HEC72702 exhibited higher potency inhibition against hepatitis B virus capsid (HBVC) than (R,S)-HEC72702. Nevertheless, the detailed molecular mechanism has remained unresolved. Here, we apply multiple computational approaches to explore, validate, and differentiate the binding modes of (R,R) and (R,S)-HEC72702 and to explain the systematic roles mediated by chirality on the distinctive inhibition of HBVC dimer (HBVCd). Our findings revealed that chirality change from R,S to R,R engenders variations in the position of the propanoic acid group of HEC72702 toward the α5' and C-TER' region of HBVCd chain B which could explain the higher inhibitory affinity of (R,R)-HEC72702. Estimated binding free energies revealed a good correlation with bioactivity data. Moreover, analysis of energy decomposition revealed the prominent effects of van der Waals interactions in the binding process of both compounds to HBVCd. Furthermore, hierarchical clustering of residue-based energetic contributions suggested two hot-spot residues W125´ and F156´ play crucial roles in the systematic motions of the propanoic acid group toward chain B.
Collapse
Affiliation(s)
- Abdolkarim Farrokhzadeh
- School of Chemistry and Physics, University of KwaZulu-Natal, Pietermaritzburg, South Africa
| | - Farideh Badichi Akher
- Department of Computer Science, University of Cape Town, Cape Town, South Africa.,Department of Chemistry, University of Cape Town, Cape Town, South Africa
| | - Fisayo A Olotu
- Molecular Bio-Computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Fanie R Van Heerden
- School of Chemistry and Physics, University of KwaZulu-Natal, Pietermaritzburg, South Africa
| |
Collapse
|
4
|
Wang Y, Xu F, Luo D, Guo S, He F, Dai A, Song B, Wu J. Synthesis of Anthranilic Diamide Derivatives Containing Moieties of Trifluoromethylpyridine and Hydrazone as Potential Anti-Viral Agents for Plants. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2019; 67:13344-13352. [PMID: 31721573 DOI: 10.1021/acs.jafc.9b05441] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
A series of novel anthranilic diamide derivatives (5a-5ab) containing moieties of trifluoromethylpyridine and hydrazone was designed and synthesized. The synthesized compounds were evaluated in vivo for their activities against tobacco mosaic virus (TMV) and cucumber mosaic virus (CMV). Most of the synthesized compounds displayed good to excellent antiviral activities. The compounds 5i, 5k, 5s, 5w, 5x, and 5z had the curative activity over 65% against TMV at the concentration of 500 μg/mL, which were significantly higher than those of ningnanmycin (55.0%) and ribavirin (37.9%). Notably, the curative activity of compound 5i was up to 79.5%, with the EC50 value of 75.9 μg/mL, whereas the EC50 value of ningnanmycin was 362.4 μg/mL. The pot experiments also further demonstrated the significantly curative effect of 5i. Meanwhile, compounds 5h, 5p and 5x displayed more protective activities on TMV than that of ningnanmycin. Moreover, compounds 5a, 5e, 5f, and 5i showed inactivation activity similar to ningnanmycin at 500 μg/mL, and the EC50 value of 5e (41.5 μg/mL) was lower than ningnanmycin (50.0 μg/mL). The findings of transmission electron microscopic (TEM) indicated that the synthesized compounds exhibited strong and significant binding affinity to TMV coat protein (CP) and could obstruct the self-assembly and increment of TMV particles. Microscale thermophoresis (MST) studies on TMV-CP and CMV CP revealed that some of the active compounds, particularly 5i, exhibited a strong binding capability to TMV-CP or CMV-CP. This study revealed that anthranilic diamide derivatives containing moieties of trifluoromethylpyridine and hydrazone could be used as novel antiviral agents for controlling the plant viruses.
Collapse
Affiliation(s)
- Yanyan Wang
- State Key Laboratory Breeding Base of Green Pesticide and Agricultural Bioengineering, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education , Guizhou University , Huaxi District , Guiyang 550025 , China
| | - Fangzhou Xu
- State Key Laboratory Breeding Base of Green Pesticide and Agricultural Bioengineering, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education , Guizhou University , Huaxi District , Guiyang 550025 , China
| | - Dexia Luo
- State Key Laboratory Breeding Base of Green Pesticide and Agricultural Bioengineering, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education , Guizhou University , Huaxi District , Guiyang 550025 , China
| | - Shengxin Guo
- State Key Laboratory Breeding Base of Green Pesticide and Agricultural Bioengineering, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education , Guizhou University , Huaxi District , Guiyang 550025 , China
| | - Feng He
- State Key Laboratory Breeding Base of Green Pesticide and Agricultural Bioengineering, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education , Guizhou University , Huaxi District , Guiyang 550025 , China
| | - Ali Dai
- State Key Laboratory Breeding Base of Green Pesticide and Agricultural Bioengineering, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education , Guizhou University , Huaxi District , Guiyang 550025 , China
| | - Baoan Song
- State Key Laboratory Breeding Base of Green Pesticide and Agricultural Bioengineering, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education , Guizhou University , Huaxi District , Guiyang 550025 , China
| | - Jian Wu
- State Key Laboratory Breeding Base of Green Pesticide and Agricultural Bioengineering, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education , Guizhou University , Huaxi District , Guiyang 550025 , China
| |
Collapse
|
5
|
Akher FB, Farrokhzadeh A, Ravenscroft N, Kuttel MM. A Mechanistic Study of a Potent and Selective Epidermal Growth Factor Receptor Inhibitor against the L858R/T790M Resistance Mutation. Biochemistry 2019; 58:4246-4259. [PMID: 31589411 DOI: 10.1021/acs.biochem.9b00710] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Covalent targeting is a promising strategy for increasing the potency and selectivity of potential drug candidates. This therapeutic approach was recently reported for the epidermal growth factor receptor (EGFR), wherein a covalent binder, 20g [N-(3-{7-[2-methoxy-4-(4-methylpiperazin-1-yl)phenylamino]-3,4-dihydro-3-isopropyl-2,4-dioxopyrimido[4,5-d]pyrimidin-1(2H)-yl}phenyl)acrylamide], demonstrated significant selectivity and inhibitory activity toward the EGFR L858R/T790M double mutant (EGFRDM) relative to the EGFR wild-type form (EGFRWT). The enhanced therapeutic potency of 20g against EGFRDM is 263 times greater than that against EGFRWT, which necessitates a rational explanation for the underlying selective and inhibitory mechanisms. In this work, we investigate the differential binding modes of 20g with EGFRWT and EGFRDM using molecular dynamics simulations coupled with free energy calculations and further identify key residues involved in the selective targeting, binding, and inhibitory mechanisms mediated by 20g. We find that systematic orientational and conformational changes in the α-loop, p-loop, active loop, and αC-helix are responsible for the disparate binding mechanisms and inhibitory prowess of 20g with respect to EGFRWT and EGFRDM. The calculated binding free energies show good correlation with the experimental biological activity. The total binding free energy difference between EGFRWT-20g and EGFRDM-20g is -11.47 kcal/mol, implying that 20g binds more strongly to EGFRDM. This enhanced binding affinity of 20g for EGFRDM is a result of a large increase in the van der Waals and electrostatic interactions with three critical residues (Met790, Gln791, and Met793) that are chiefly responsible for the high-affinity interactions mediated by 20g with EGFRDM relative to EGFRWT.
Collapse
Affiliation(s)
- Farideh Badichi Akher
- Department of Computer Science , University of Cape Town , Cape Town 7701 , South Africa.,Department of Chemistry , University of Cape Town , Cape Town 7701 , South Africa
| | - Abdolkarim Farrokhzadeh
- School of Chemistry and Physics , University of KwaZulu-Natal , Private Bag X01 , Pietermaritzburg 3209 , South Africa
| | - Neil Ravenscroft
- Department of Chemistry , University of Cape Town , Cape Town 7701 , South Africa
| | - Michelle M Kuttel
- Department of Computer Science , University of Cape Town , Cape Town 7701 , South Africa
| |
Collapse
|