1
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Primavera E, Palazzotti D, Barreca ML, Astolfi A. Computer-Aided Identification of Kinase-Targeted Small Molecules for Cancer: A Review on AKT Protein. Pharmaceuticals (Basel) 2023; 16:993. [PMID: 37513905 PMCID: PMC10384952 DOI: 10.3390/ph16070993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 07/06/2023] [Accepted: 07/08/2023] [Indexed: 07/30/2023] Open
Abstract
AKT (also known as PKB) is a serine/threonine kinase that plays a pivotal regulatory role in the PI3K/AKT/mTOR signaling pathway. Dysregulation of AKT activity, especially its hyperactivation, is closely associated with the development of various human cancers and resistance to chemotherapy. Over the years, a wide array of AKT inhibitors has been discovered through experimental and computational approaches. In this regard, herein we present a comprehensive overview of AKT inhibitors identified using computer-assisted drug design methodologies (including docking-based and pharmacophore-based virtual screening, machine learning, and quantitative structure-activity relationships) and successfully validated small molecules endowed with anticancer activity. Thus, this review provides valuable insights to support scientists focused on AKT inhibition for cancer treatment and suggests untapped directions for future computer-aided drug discovery efforts.
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Affiliation(s)
- Erika Primavera
- Department of Pharmaceutical Sciences, "Department of Excellence 2018-2022", University of Perugia, 06123 Perugia, Italy
| | - Deborah Palazzotti
- Department of Pharmaceutical Sciences, "Department of Excellence 2018-2022", University of Perugia, 06123 Perugia, Italy
| | - Maria Letizia Barreca
- Department of Pharmaceutical Sciences, "Department of Excellence 2018-2022", University of Perugia, 06123 Perugia, Italy
| | - Andrea Astolfi
- Department of Pharmaceutical Sciences, "Department of Excellence 2018-2022", University of Perugia, 06123 Perugia, Italy
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2
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Anifowose LO, Paimo OK, Adegboyega FN, Ogunyemi OM, Akano RO, Hammad SF, Ghazy MA. Molecular docking appraisal of Dysphania ambrosioides phytochemicals as potential inhibitor of a key triple-negative breast cancer driver gene. In Silico Pharmacol 2023; 11:15. [PMID: 37323538 PMCID: PMC10267046 DOI: 10.1007/s40203-023-00152-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 05/31/2023] [Indexed: 06/17/2023] Open
Abstract
Triple-negative breast cancer (TNBC) is a lethal and aggressive breast cancer subtype. It is characterized by the deficient expression of the three main receptors implicated in breast cancers, making it unresponsive to hormone therapy. Hence, an existing need to develop a targeted molecular therapy for TNBC. The PI3K/AKT/mTOR signaling pathway mediates critical cellular processes, including cell proliferation, survival, and angiogenesis. It is activated in approximately 10-21% of TNBCs, emphasizing the importance of this intracellular target in TNBC treatment. AKT is a prominent driver of the PI3K/AKT/mTOR pathway, validating it as a promising therapeutic target. Dysphania ambrosioides is an important ingredient of Nigeria's traditional herbal recipe for cancer treatment. Thus, our present study explores its anticancer properties through a structure-based virtual screening of 25 biologically active compounds domiciled in the plant. Interestingly, our molecular docking study identified several potent inhibitors of AKT 1 and 2 isoforms from D. ambrosioides. However, cynaroside and epicatechin gallate having a binding energy of - 9.9 and - 10.2 kcal/mol for AKT 1 and 2, respectively, demonstrate considerable drug-likeness than the reference drug (capivasertib), whose respective binding strengths for AKT 1 and 2 are - 9.5 and - 8.4 kcal/mol. Lastly, the molecular dynamics simulation experiment showed that the simulated complex systems of the best hits exhibit structural stability throughout the 50 ns run. Together, our computational modeling analysis suggests that these compounds could emerge as efficacious drug candidates in the treatment of TNBC. Nevertheless, further experimental, translational, and clinical research is required to establish an empirical clinical application. Graphical Abstract A structure-based virtual screening and simulation of Dysphania ambrosioides phytochemicals in the active pocket of AKT 1 and 2 isoforms.
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Affiliation(s)
- Lateef O. Anifowose
- Department of Biochemistry, Faculty of Basic Medical Sciences, College of Medicine, University of Ibadan, Ibadan, Oyo State Nigeria
- Department of Biochemistry, Faculty of Basic Medical Sciences, Ladoke Akintola University of Technology, Ogbomoso, Oyo State Nigeria
- Department of Biotechnology, Institute of Basic and Applied Sciences, Egypt-Japan University of Science and Technology, New Borg El-Arab, Alexandria, Egypt
| | - Oluwatomiwa K. Paimo
- Department of Biochemistry, Faculty of Basic Medical Sciences, College of Medicine, University of Ibadan, Ibadan, Oyo State Nigeria
- Department of Biochemistry, College of Biosciences, Federal University of Agriculture, Abeokuta, Ogun State Nigeria
| | - Fikayo N. Adegboyega
- Department of Biochemistry, Faculty of Basic Medical Sciences, Ladoke Akintola University of Technology, Ogbomoso, Oyo State Nigeria
- Department of Biotechnology, Institute of Basic and Applied Sciences, Egypt-Japan University of Science and Technology, New Borg El-Arab, Alexandria, Egypt
| | - Oludare M. Ogunyemi
- Department of Biochemistry, Faculty of Basic Medical Sciences, College of Medicine, University of Ibadan, Ibadan, Oyo State Nigeria
| | - Rukayat O. Akano
- Department of Biochemistry, Faculty of Basic Medical Sciences, Ladoke Akintola University of Technology, Ogbomoso, Oyo State Nigeria
| | - Sherif F. Hammad
- Department of Biotechnology, Institute of Basic and Applied Sciences, Egypt-Japan University of Science and Technology, New Borg El-Arab, Alexandria, Egypt
| | - Mohamed A. Ghazy
- Department of Biotechnology, Institute of Basic and Applied Sciences, Egypt-Japan University of Science and Technology, New Borg El-Arab, Alexandria, Egypt
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3
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Erdönmez B, Altıntop MD, Akalın Çiftçi G, Özdemir A, Ece A. Design, Synthesis, and Evaluation of a New Series of Hydrazones as Small-Molecule Akt Inhibitors for NSCLC Therapy. ACS OMEGA 2023; 8:20056-20065. [PMID: 37305321 PMCID: PMC10249096 DOI: 10.1021/acsomega.3c02331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 05/15/2023] [Indexed: 06/13/2023]
Abstract
In an endeavor to identify small molecules for the management of non-small-cell lung carcinoma, 10 new hydrazone derivatives (3a-j) were synthesized. MTT test was conducted to examine their cytotoxic activities against human lung adenocarcinoma (A549) and mouse embryonic fibroblast (L929) cells. Compounds 3a, 3e, 3g, and 3i were determined as selective antitumor agents on A549 cell line. Further studies were conducted to figure out their mode of action. Compounds 3a and 3g markedly induced apoptosis in A549 cells. However, both compounds did not show any significant inhibitory effect on Akt. On the other hand, in vitro experiments suggest that compounds 3e and 3i are potential anti-NSCLC agents acting through Akt inhibition. Furthermore, molecular docking studies revealed a unique binding mode for compound 3i (the strongest Akt inhibitor in this series), which interacts with both hinge region and acidic pocket of Akt2. However, it is understood that compounds 3a and 3g exert their cytotoxic and apoptotic effects on A549 cells via different pathway(s).
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Affiliation(s)
- Burak Erdönmez
- Department
of Pharmaceutical Chemistry, Graduate School of Health Sciences, Anadolu University, 26470 Eskişehir, Turkey
| | - Mehlika Dilek Altıntop
- Department
of Pharmaceutical Chemistry, Faculty of Pharmacy, Anadolu University, 26470 Eskişehir, Turkey
| | - Gülşen Akalın Çiftçi
- Department
of Biochemistry, Faculty of Pharmacy, Anadolu
University, 26470 Eskişehir, Turkey
| | - Ahmet Özdemir
- Department
of Pharmaceutical Chemistry, Faculty of Pharmacy, Anadolu University, 26470 Eskişehir, Turkey
| | - Abdulilah Ece
- Department
of Pharmaceutical Chemistry, Faculty of Pharmacy, Biruni University, 34010 Istanbul, Turkey
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4
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Shaw AL, Parson MAH, Truebestein L, Jenkins ML, Leonard TA, Burke JE. ATP-competitive and allosteric inhibitors induce differential conformational changes at the autoinhibitory interface of Akt1. Structure 2023; 31:343-354.e3. [PMID: 36758543 DOI: 10.1016/j.str.2023.01.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 12/21/2022] [Accepted: 01/13/2023] [Indexed: 02/11/2023]
Abstract
Akt is a master regulator of pro-growth signaling in the cell. Akt is activated by phosphoinositides that disrupt the autoinhibitory interface between the kinase and pleckstrin homology (PH) domains and then is phosphorylated at T308 and S473. Akt hyperactivation is oncogenic, which has spurred development of potent and selective inhibitors as therapeutics. Using hydrogen deuterium exchange mass spectrometry (HDX-MS), we interrogated the conformational changes upon binding Akt ATP-competitive and allosteric inhibitors. We compared inhibitors against three different states of Akt1. The allosteric inhibitor caused substantive conformational changes and restricts membrane binding. ATP-competitive inhibitors caused extensive allosteric conformational changes, altering the autoinhibitory interface and leading to increased membrane binding, suggesting that the PH domain is more accessible for membrane binding. This work provides unique insight into the autoinhibitory conformation of the PH and kinase domain and conformational changes induced by Akt inhibitors and has important implications for the design of Akt targeted therapeutics.
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Affiliation(s)
- Alexandria L Shaw
- Department of Biochemistry and Microbiology, University of Victoria, Victoria, BC V8W 2Y2, Canada; Department of Biochemistry and Molecular Biology, the University of British Columbia, Vancouver, BC V6T 1Z3, Canada
| | - Matthew A H Parson
- Department of Biochemistry and Microbiology, University of Victoria, Victoria, BC V8W 2Y2, Canada
| | - Linda Truebestein
- Department of Structural and Computational Biology, Max Perutz Labs, Campus Vienna Biocenter 5, 1030 Vienna, Austria; Department of Medical Biochemistry, Medical University of Vienna, 1090 Vienna, Austria
| | - Meredith L Jenkins
- Department of Biochemistry and Microbiology, University of Victoria, Victoria, BC V8W 2Y2, Canada
| | - Thomas A Leonard
- Department of Structural and Computational Biology, Max Perutz Labs, Campus Vienna Biocenter 5, 1030 Vienna, Austria; Department of Medical Biochemistry, Medical University of Vienna, 1090 Vienna, Austria
| | - John E Burke
- Department of Biochemistry and Microbiology, University of Victoria, Victoria, BC V8W 2Y2, Canada; Department of Biochemistry and Molecular Biology, the University of British Columbia, Vancouver, BC V6T 1Z3, Canada.
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Chanvijit S, Phuagkhaopong S, Mahalapbutr P, Klaewkla M, Chavasiri W, Wonganan P. Allyl ether of mansonone G as a potential anticancer agent for colorectal cancer. Sci Rep 2022; 12:19668. [PMID: 36385303 PMCID: PMC9668903 DOI: 10.1038/s41598-022-23997-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 11/08/2022] [Indexed: 11/17/2022] Open
Abstract
Mansonone G (MG), a 1,2-naphthoquinone isolated from the heartwood of Mansonia gagei Drumm, exhibited several pharmacological activities such as anti-bacterial, anti-estrogenic and anti-adipogenic effect. This study evaluated the cytotoxicity of MG and its derivatives as well as determined the mechanism(s) underlying the cytotoxic activity of the most potent MG derivative on two CRC cell lines, HCT-116 cells carrying p53 wild-type and HT-29 cells carrying p53 mutant. We found that MG and its derivatives could inhibit viability of HCT-116 and HT-29 cells in a concentration-dependent manner. Of all semi-synthetic derivatives of MG, allyl ether mansonone G (MG7) was the most potent cytotoxic agent toward cancer cells and less toxic to normal cells. MG7 could induce ROS generation which was associated with cytotoxicity and apoptosis in both HCT-116 and HT-29 cells. Western blot analysis revealed that MG7 downregulated the expression of Bcl-2 and Bcl-xL proteins in both CRC cell lines and upregulated the expression of BAK protein in HT-29 cells. Moreover, MG7 inhibited AKT signaling pathway in both CRC cell lines and modulated ERK1/2 signaling pathway by inhibiting ERK1/2 phosphorylation in HCT-116 cells and activating ERK1/2 phosphorylation in HT-29 cells. Molecular docking revealed that MG7 could bind to the ATP-binding pocket of AKT and ERK1 via hydrophobic interactions.
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Affiliation(s)
- Savinee Chanvijit
- grid.7922.e0000 0001 0244 7875Interdisciplinary Program in Pharmacology, Graduate School, Chulalongkorn University, Bangkok, 10330 Thailand
| | - Suttinee Phuagkhaopong
- grid.7922.e0000 0001 0244 7875Department of Pharmacology, Faculty of Medicine, Chulalongkorn University, 1873 Rama IV Road, Pathumwan, Bangkok, 10330 Thailand
| | - Panupong Mahalapbutr
- grid.9786.00000 0004 0470 0856Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002 Thailand
| | - Methus Klaewkla
- Future Health Innovation Technology Co., Ltd., Bangkok, 10170 Thailand
| | - Warinthorn Chavasiri
- grid.7922.e0000 0001 0244 7875Center of Excellence in Natural Products Chemistry, Department of Chemistry, Faculty of Science, Chulalongkorn University, Bangkok, 10330 Thailand
| | - Piyanuch Wonganan
- grid.7922.e0000 0001 0244 7875Department of Pharmacology, Faculty of Medicine, Chulalongkorn University, 1873 Rama IV Road, Pathumwan, Bangkok, 10330 Thailand
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Güngör EM, Altıntop MD, Sever B, Çiftçi GA. Design, Synthesis, In vitro and In silico Evaluation of New Hydrazonebased Antitumor Agents as Potent Akt Inhibitors. LETT DRUG DES DISCOV 2020. [DOI: 10.2174/1570180817999200618163507] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Background:
Akt is overexpressed or activated in a variety of human cancers, including
gliomas, lung, breast, ovarian, gastric and pancreatic carcinomas. Akt inhibition leads to the induction
of apoptosis and inhibition of tumor growth and therefore extensive efforts have been devoted
to the discovery of potent antitumor drugs targeting Akt.
Objectives:
The objective of this work was to identify potent anticancer agents targeting Akt.
Methods:
New hydrazone derivatives were synthesized and investigated for their cytotoxic effects
on 5RP7 H-ras oncogene transformed rat embryonic fibroblast and L929 mouse embryonic fibroblast
cell lines. Besides, the apoptotic effects of the most active compounds on 5RP7 cell line were
evaluated using flow cytometry. Their Akt inhibitory effects were also investigated using a colorimetric
assay. In silico docking and Absorption, Distribution, Metabolism and Excretion (ADME)
studies were also performed using Schrödinger’s Maestro molecular modeling package.
Results and Discussion:
Compounds 3a, 3d, 3g and 3j were found to be effective on 5RP7 cells
(with IC50 values of <0.97, <0.97, 1.13±0.06 and <0.97 μg/mL, respectively) when compared with
cisplatin (IC50= 1.87±0.15 μg/mL). It was determined that these four compounds significantly induced
apoptosis in 5RP7 cell line. Among them, N'-benzylidene-2-[(4-(4-methoxyphenyl)pyrimidin-
2-yl)thio]acetohydrazide (3g) significantly inhibited Akt (IC50= 0.5±0.08 μg/mL) when compared
with GSK690693 (IC50= 0.6±0.05 μg/mL). Docking studies suggested that compound 3g showed
good affinity to the active site of Akt (PDB code: 2JDO). According to in silico ADME studies, the
compound also complies with Lipinski's rule of five and Jorgensen's rule of three.
Conclusion:
Compound 3g stands out as a potential orally bioavailable cytotoxic agent and apoptosis
inducer targeting Akt.
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Affiliation(s)
- Emine Merve Güngör
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Anadolu University, 26470 Eskisehir, Turkey
| | - Mehlika Dilek Altıntop
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Anadolu University, 26470 Eskisehir, Turkey
| | - Belgin Sever
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Anadolu University, 26470 Eskisehir, Turkey
| | - Gülşen Akalın Çiftçi
- Department of Biochemistry, Faculty of Pharmacy, Anadolu University, 26470 Eskisehir, Turkey
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7
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Sharif Siam MK, Sarker A, Sayeem MMS. In silico drug design and molecular docking studies targeting Akt1 (RAC-alpha serine/threonine-protein kinase) and Akt2 (RAC-beta serine/threonine-protein kinase) proteins and investigation of CYP (cytochrome P450) inhibitors against MAOB (monoamine oxidase B) for OSCC (oral squamous cell carcinoma) treatment. J Biomol Struct Dyn 2020; 39:6467-6479. [PMID: 32746771 DOI: 10.1080/07391102.2020.1802335] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
The overexpression of Akt1 (RAC-alpha serine/threonine-protein Kinase) and Akt2 (RAC-beta serine/threonine-protein Kinase) is a hallmark of Oral Squamous Cell Carcinoma (OSCC). Because of the elevated frequency of OSCC occurrence in South Asian countries, novel therapeutic approaches are indispensable. Drugs that inhibit the overexpression of Akt1 and Akt2 proteins in Akt pathway and do not cause reduced expression of MAOB can be leads for OSCC treatment. In this study, Akt1, Akt2 and MAOB were targeted and 100 CYP inhibitors were screened through several in silico approaches and Galuteolin and Linarin were identified as potential leads for OSCC treatment as they inhibited Akt1 proteins with strong binding affinities of -12.3 and -11.5 kcal/mol respectively and also Akt2 proteins with strong binding affinities of -11.4 and -11.1 kcal/mol respectively, but they did not inhibit MAOB. Decreased expression of MAOB in tissues causes OSCC but overexpression is also responsible for other types of diseases and cancers. From the investigation of CYP inhibitors against MAOB, five CYP inhibitors- Diosmetin, Acacetin, Epicatechin, Eriodictyol and Capillin have expressed inhibitory action against MAOB without any interference with Akt1 and Akt2. This study mainly represents that Galuteolin and Linarin in the Akt pathway can be perceived for OSCC treatment and other five CYP inhibitors - Diosmetin, Acacetin, Epicatechin, Eriodictyol and Capillin for the treatment of other diseases and cancers caused by overexpression of MAOB. ADMET properties of CYP inhibitors obtained from admetSAR 2.0 and were compared with reference drugs for validation. Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
| | - Anusree Sarker
- Department of Pharmacy, BRAC University, Dhaka, Bangladesh
| | - Mohammad Manzur Sharif Sayeem
- MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, University of Cambridge, Cambridge, United Kingdom
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Uko NE, Güner OF, Matesic DF, Bowen JP. Akt Pathway Inhibitors. Curr Top Med Chem 2020; 20:883-900. [DOI: 10.2174/1568026620666200224101808] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 12/24/2019] [Accepted: 12/24/2019] [Indexed: 12/14/2022]
Abstract
Cancer is a devastating disease that has plagued humans from ancient times to this day. After
decades of slow research progress, promising drug development, and the identification of new targets,
the war on cancer was launched, in 1972. The P13K/Akt pathway is a growth-regulating cellular signaling
pathway, which in many human cancers is over-activated. Studies have demonstrated that a decrease
in Akt activity by Akt inhibitors is associated with a reduction in tumor cell proliferation. There have
been several promising drug candidates that have been studied, including but not limited to ipatasertib
(RG7440), 1; afuresertib (GSK2110183), 2; uprosertib (GSK2141795), 3; capivasertib (AZD5363), 4;
which reportedly bind to the ATP active site and inhibit Akt activity, thus exerting cytotoxic and antiproliferative
activities against human cancer cells. For most of the compounds discussed in this review,
data from preclinical studies in various cancers suggest a mechanistic basis involving hyperactivated
Akt signaling. Allosteric inhibitors are also known to alter the activity of kinases. Perifosine (KRX-
0401), 5, an alkylphospholipid, is known as the first allosteric Akt inhibitor to enter clinical development
and is mechanistically characterized as a PH-domain dependent inhibitor, non-competitive with
ATP. This results in a reduction in Akt enzymatic and cellular activities. Other small molecule (MK-
2206, 6, PHT-427, Akti-1/2) inhibitors with a similar mechanism of action, alter Akt activity through the
suppression of cell growth mediated by the inhibition of Akt membrane localization and subsequent activation.
The natural product solenopsin has been identified as an inhibitor of Akt. A few promising solenopsin
derivatives have emerged through pharmacophore modeling, energy-based calculations, and
property predictions.
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Affiliation(s)
- Nne E. Uko
- Department of Pharmaceutical Sciences, College of Pharmacy, Mercer University, Atlanta, GA 30341, United States
| | - Osman F. Güner
- Department of Chemistry and Physics, Santa Rosa Junior College, Santa Rosa, CA, United States
| | - Diane F. Matesic
- Department of Pharmaceutical Sciences, College of Pharmacy, Mercer University, Atlanta, GA 30341, United States
| | - J. Phillip Bowen
- Department of Pharmaceutical Sciences, College of Pharmacy, Mercer University, Atlanta, GA 30341, United States
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Butoxy Mansonone G Inhibits STAT3 and Akt Signaling Pathways in Non-Small Cell Lung Cancers: Combined Experimental and Theoretical Investigations. Cancers (Basel) 2019; 11:cancers11040437. [PMID: 30925736 PMCID: PMC6521096 DOI: 10.3390/cancers11040437] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Revised: 03/22/2019] [Accepted: 03/25/2019] [Indexed: 01/20/2023] Open
Abstract
Epidermal growth factor receptor (EGFR) is the key molecular target for non-small cell lung cancer (NSCLC) due to its major contribution to complex signaling cascades modulating the survival of cancer cells. Targeting EGFR-mediated signaling pathways has been proved as a potential strategy for NSCLC treatment. In the present study, mansonone G (MG), a naturally occurring quinone-containing compound, and its semi-synthetic ether derivatives were subjected to investigate the anticancer effects on human NSCLC cell lines expressing wild-type EGFR (A549) and mutant EGFR (H1975). In vitro cytotoxicity screening results demonstrated that butoxy MG (MG3) exhibits the potent cytotoxic effect on both A549 (IC50 of 8.54 μM) and H1975 (IC50 of 4.21 μM) NSCLC cell lines with low toxicity against PCS201-010 normal fibroblast cells (IC50 of 21.16 μM). Western blotting and flow cytometric analyses revealed that MG3 induces a caspase-dependent apoptosis mechanism through: (i) inhibition of p-STAT3 and p-Akt without affecting upstream p-EGFR and (ii) activation of p-Erk. The 500-ns molecular dynamics simulations and the molecular mechanics combined with generalized Born surface area (MM/GBSA)-based binding free energy calculations suggested that MG3 could possibly interact with STAT3 SH2 domain and ATP-binding pocket of Akt. According to principal component analysis, the binding of MG3 toward STAT3 and Akt dramatically altered the conformation of proteins, especially the residues in the active site, stabilizing MG3 mainly through van der Waals interactions.
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Kinase Inhibitory Activities and Molecular Docking of a Novel Series of Anticancer Pyrazole Derivatives. Molecules 2018; 23:molecules23123074. [PMID: 30477238 PMCID: PMC6321587 DOI: 10.3390/molecules23123074] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2018] [Revised: 11/22/2018] [Accepted: 11/22/2018] [Indexed: 11/17/2022] Open
Abstract
A series of novel 1,3,4-triarylpyrazoles containing different heterocycles has been prepared, characterized and screened for their in vitro antiproliferative activity against HePG-2, MCF-7, PC-3, A-549 and HCT-116 cancer cell lines. The biological results revealed that compound 6 showed the highest anticancer activity so it was subjected to a kinase assay study where it reduced the activity of several protein kinases including AKT1, AKT2, BRAF V600E, EGFR, p38α and PDGFRβ at 100 μM using the radiometric or ADP-Glo assay method. Molecular docking simulation supported the initial kinase assay and suggested a common mode of interaction at the ATP-binding sites of these kinases, which demonstrates that compound 6 is a potential agent for cancer therapy deserving further research.
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11
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Li C, Zhao X, Xie P, Hu J, Bi H. Molecular dynamics simulation on the allosteric analysis of the c-di-GMP class I riboswitch induced by ligand binding. J Mol Recognit 2018; 32:e2756. [PMID: 30033590 DOI: 10.1002/jmr.2756] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Revised: 06/20/2018] [Accepted: 06/21/2018] [Indexed: 02/02/2023]
Abstract
Riboswitches are RNA molecules that regulate gene expression using conformation change, affected by binding of small molecule ligands. Although a number of ligand-bound aptamer complex structures have been solved, it is important to know ligand-free conformations of the aptamers in order to understand the mechanism of specific binding by ligands. In this paper, we use dynamics simulations on a series of models to characterize the ligand-free and ligand-bound aptamer domain of the c-di-GMP class I (GEMM-I) riboswitch. The results revealed that the ligand-free aptamer has a stable state with a folded P2 and P3 helix, an unfolded P1 helix and open binding pocket. The first Mg ions binding to the aptamer is structurally favorable for the successive c-di-GMP binding. The P1 helix forms when c-di-GMP is successive bound. Three key junctions J1/2, J2/3 and J1/3 in the GEMM-I riboswitch contributing to the formation of P1 helix have been found. The binding of the c-di-GMP ligand to the GEMM-I riboswitch induces the riboswitch's regulation through the direct allosteric communication network in GEMM-I riboswitch from the c-di-GMP binding sites in the J1/2 and J1/3 junctions to the P1 helix, the indirect ones from those in the J2/3 and P2 communicating to P1 helix via the J1/2 and J1/3 media.
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Affiliation(s)
- Chaoqun Li
- College of Chemistry, Chemical Engineering and Materials, Handan University, No.530 North Xueyuan Road, Hanshan District, Han Dan, Hebei province, China
| | - Xiaojia Zhao
- College of Chemistry, Chemical Engineering and Materials, Handan University, No.530 North Xueyuan Road, Hanshan District, Han Dan, Hebei province, China
| | - Pengtao Xie
- College of Chemistry, Chemical Engineering and Materials, Handan University, No.530 North Xueyuan Road, Hanshan District, Han Dan, Hebei province, China
| | - Junping Hu
- College of Chemistry, Chemical Engineering and Materials, Handan University, No.530 North Xueyuan Road, Hanshan District, Han Dan, Hebei province, China
| | - Huimin Bi
- College of Chemistry, Chemical Engineering and Materials, Handan University, No.530 North Xueyuan Road, Hanshan District, Han Dan, Hebei province, China
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12
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3D QSAR and HQSAR analysis of protein kinase B (PKB/Akt) inhibitors using various alignment methods. ARAB J CHEM 2017. [DOI: 10.1016/j.arabjc.2013.07.052] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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13
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Lu Y, Knapp M, Crawford K, Warne R, Elling R, Yan K, Doyle M, Pardee G, Zhang L, Ma S, Mamo M, Ornelas E, Pan Y, Bussiere D, Jansen J, Zaror I, Lai A, Barsanti P, Sim J. Rationally Designed PI3Kα Mutants to Mimic ATR and Their Use to Understand Binding Specificity of ATR Inhibitors. J Mol Biol 2017; 429:1684-1704. [PMID: 28433539 DOI: 10.1016/j.jmb.2017.04.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2017] [Revised: 04/08/2017] [Accepted: 04/11/2017] [Indexed: 12/16/2022]
Abstract
ATR, a protein kinase in the PIKK family, plays a critical role in the cell DNA-damage response and is an attractive anticancer drug target. Several potent and selective inhibitors of ATR have been reported showing significant antitumor efficacy, with most advanced ones entering clinical trials. However, due to the absence of an experimental ATR structure, the determinants contributing to ATR inhibitors' potency and specificity are not well understood. Here we present the mutations in the ATP-binding site of PI3Kα to progressively transform the pocket to mimic that of ATR. The generated PI3Kα mutants exhibit significantly improved affinity for selective ATR inhibitors in multiple chemical classes. Furthermore, we obtained the X-ray structures of the PI3Kα mutants in complex with the ATR inhibitors. The crystal structures together with the analysis on the inhibitor affinity profile elucidate the roles of individual amino acid residues in the binding of ATR inhibitors, offering key insights for the binding mechanism and revealing the structure features important for the specificity of ATR inhibitors. The ability to obtain structural and binding data for these PI3Kα mutants, together with their ATR-like inhibitor binding profiles, makes these chimeric PI3Kα proteins valuable model systems for structure-based inhibitor design.
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Affiliation(s)
- Yipin Lu
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Emeryville, CA 94608, USA.
| | - Mark Knapp
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Emeryville, CA 94608, USA.
| | - Kenneth Crawford
- Oncology, Novartis Institutes for Biomedical Research, Emeryville, CA 94608, USA
| | - Robert Warne
- Oncology, Novartis Institutes for Biomedical Research, Emeryville, CA 94608, USA
| | - Robert Elling
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Emeryville, CA 94608, USA
| | - Kelly Yan
- Oncology, Novartis Institutes for Biomedical Research, Emeryville, CA 94608, USA
| | - Michael Doyle
- Oncology, Novartis Institutes for Biomedical Research, Emeryville, CA 94608, USA
| | - Gwynn Pardee
- Oncology, Novartis Institutes for Biomedical Research, Emeryville, CA 94608, USA
| | - Li Zhang
- Oncology, Novartis Institutes for Biomedical Research, Emeryville, CA 94608, USA
| | - Sylvia Ma
- Oncology, Novartis Institutes for Biomedical Research, Emeryville, CA 94608, USA
| | - Mulugeta Mamo
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Emeryville, CA 94608, USA
| | - Elizabeth Ornelas
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Emeryville, CA 94608, USA
| | - Yue Pan
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Emeryville, CA 94608, USA
| | - Dirksen Bussiere
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Emeryville, CA 94608, USA
| | - Johanna Jansen
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Emeryville, CA 94608, USA
| | - Isabel Zaror
- Oncology, Novartis Institutes for Biomedical Research, Emeryville, CA 94608, USA
| | - Albert Lai
- Oncology, Novartis Institutes for Biomedical Research, Emeryville, CA 94608, USA
| | - Paul Barsanti
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Emeryville, CA 94608, USA
| | - Janet Sim
- Oncology, Novartis Institutes for Biomedical Research, Emeryville, CA 94608, USA
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14
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Trejo-Soto PJ, Hernández-Campos A, Romo-Mancillas A, Medina-Franco JL, Castillo R. In search of AKT kinase inhibitors as anticancer agents: structure-based design, docking, and molecular dynamics studies of 2,4,6-trisubstituted pyridines. J Biomol Struct Dyn 2017; 36:423-442. [DOI: 10.1080/07391102.2017.1285724] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Pedro Josué Trejo-Soto
- Facultad de Química, Departamento de Farmacia, Universidad Nacional Autónoma de México , Ciudad de México 04510, Mexico
| | - Alicia Hernández-Campos
- Facultad de Química, Departamento de Farmacia, Universidad Nacional Autónoma de México , Ciudad de México 04510, Mexico
| | - Antonio Romo-Mancillas
- Facultad de Química, División de Estudios de Posgrado, Universidad Autónoma de Querétaro , Santiago de Querétaro 07610, Mexico
| | - José L. Medina-Franco
- Facultad de Química, Departamento de Farmacia, Universidad Nacional Autónoma de México , Ciudad de México 04510, Mexico
| | - Rafael Castillo
- Facultad de Química, Departamento de Farmacia, Universidad Nacional Autónoma de México , Ciudad de México 04510, Mexico
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15
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Kawamura M, Umehara D, Odahara Y, Miyake A, Ngo MH, Ohsato Y, Hisasue M, Nakaya MA, Watanabe S, Nishigaki K. AKT capture by feline leukemia virus. Arch Virol 2016; 162:1031-1036. [PMID: 28005210 DOI: 10.1007/s00705-016-3192-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Accepted: 12/01/2016] [Indexed: 10/20/2022]
Abstract
Oncogene-containing retroviruses are generated by recombination events between viral and cellular sequences, a phenomenon called "oncogene capture". The captured cellular genes, referred to as "v-onc" genes, then acquire new oncogenic properties. We report a novel feline leukemia virus (FeLV), designated "FeLV-AKT", that has captured feline c-AKT1 in feline lymphoma. FeLV-AKT contains a gag-AKT fusion gene that encodes the myristoylated Gag matrix protein and the kinase domain of feline c-AKT1, but not its pleckstrin homology domain. Therefore, it differs structurally from the v-Akt gene of murine retrovirus AKT8. AKT may be involved in the mechanisms underlying malignant diseases in cats.
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Affiliation(s)
- Maki Kawamura
- Laboratory of Molecular Immunology and Infectious Disease, The United Graduate School of Veterinary Science, Yamaguchi University, 1677-1 Yoshida, Yamaguchi, 753-8515, Japan
| | - Daigo Umehara
- Laboratory of Molecular Immunology and Infectious Disease, Joint Faculty of Veterinary Medicine, Yamaguchi University, 1677-1 Yoshida, Yamaguchi, 753-8515, Japan
| | - Yuka Odahara
- Laboratory of Molecular Immunology and Infectious Disease, Joint Faculty of Veterinary Medicine, Yamaguchi University, 1677-1 Yoshida, Yamaguchi, 753-8515, Japan
| | - Ariko Miyake
- Laboratory of Molecular Immunology and Infectious Disease, Joint Faculty of Veterinary Medicine, Yamaguchi University, 1677-1 Yoshida, Yamaguchi, 753-8515, Japan
| | - Minh Ha Ngo
- Laboratory of Molecular Immunology and Infectious Disease, The United Graduate School of Veterinary Science, Yamaguchi University, 1677-1 Yoshida, Yamaguchi, 753-8515, Japan
| | | | - Masaharu Hisasue
- Laboratory of Internal Medicine 2, Veterinary Medicine, Azabu University, 1-17-71, Fuchinobe, Chuou-ku, Sagamihara, Kanagawa, 252-5201, Japan
| | - Masa-Aki Nakaya
- Department of Molecular Biology, Yokohama City University School of Medicine, 3-9 Fukuura, Kanazawa-ku, Yokohama, 236-0004, Japan
| | - Shinya Watanabe
- Laboratory of Molecular Immunology and Infectious Disease, The United Graduate School of Veterinary Science, Yamaguchi University, 1677-1 Yoshida, Yamaguchi, 753-8515, Japan
| | - Kazuo Nishigaki
- Laboratory of Molecular Immunology and Infectious Disease, The United Graduate School of Veterinary Science, Yamaguchi University, 1677-1 Yoshida, Yamaguchi, 753-8515, Japan. .,Laboratory of Molecular Immunology and Infectious Disease, Joint Faculty of Veterinary Medicine, Yamaguchi University, 1677-1 Yoshida, Yamaguchi, 753-8515, Japan.
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16
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Moschetti T, Sharpe T, Fischer G, Marsh ME, Ng HK, Morgan M, Scott DE, Blundell TL, R. Venkitaraman A, Skidmore J, Abell C, Hyvönen M. Engineering Archeal Surrogate Systems for the Development of Protein-Protein Interaction Inhibitors against Human RAD51. J Mol Biol 2016; 428:4589-4607. [PMID: 27725183 PMCID: PMC5117717 DOI: 10.1016/j.jmb.2016.10.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2016] [Revised: 10/02/2016] [Accepted: 10/04/2016] [Indexed: 02/02/2023]
Abstract
Protein-protein interactions (PPIs) are increasingly important targets for drug discovery. Efficient fragment-based drug discovery approaches to tackle PPIs are often stymied by difficulties in the production of stable, unliganded target proteins. Here, we report an approach that exploits protein engineering to "humanise" thermophilic archeal surrogate proteins as targets for small-molecule inhibitor discovery and to exemplify this approach in the development of inhibitors against the PPI between the recombinase RAD51 and tumour suppressor BRCA2. As human RAD51 has proved impossible to produce in a form that is compatible with the requirements of fragment-based drug discovery, we have developed a surrogate protein system using RadA from Pyrococcus furiosus. Using a monomerised RadA as our starting point, we have adopted two parallel and mutually instructive approaches to mimic the human enzyme: firstly by mutating RadA to increase sequence identity with RAD51 in the BRC repeat binding sites, and secondly by generating a chimeric archaeal human protein. Both approaches generate proteins that interact with a fourth BRC repeat with affinity and stoichiometry comparable to human RAD51. Stepwise humanisation has also allowed us to elucidate the determinants of RAD51 binding to BRC repeats and the contributions of key interacting residues to this interaction. These surrogate proteins have enabled the development of biochemical and biophysical assays in our ongoing fragment-based small-molecule inhibitor programme and they have allowed us to determine hundreds of liganded structures in support of our structure-guided design process, demonstrating the feasibility and advantages of using archeal surrogates to overcome difficulties in handling human proteins.
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Affiliation(s)
- Tommaso Moschetti
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
| | - Timothy Sharpe
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
| | - Gerhard Fischer
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
| | - May E. Marsh
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
| | - Hong Kin Ng
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
| | - Matthew Morgan
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
| | - Duncan E. Scott
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, UK
| | - Tom L. Blundell
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
| | - Ashok R. Venkitaraman
- Medical Research Council Cancer Unit, University of Cambridge, Hills Road, Cambridge CB2 0XZ, UK
| | - John Skidmore
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, UK
| | - Chris Abell
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, UK
| | - Marko Hyvönen
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge, CB2 1GA, UK,Corresponding author.
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17
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Mohan CD, Srinivasa V, Rangappa S, Mervin L, Mohan S, Paricharak S, Baday S, Li F, Shanmugam MK, Chinnathambi A, Zayed ME, Alharbi SA, Bender A, Sethi G, Basappa, Rangappa KS. Trisubstituted-Imidazoles Induce Apoptosis in Human Breast Cancer Cells by Targeting the Oncogenic PI3K/Akt/mTOR Signaling Pathway. PLoS One 2016; 11:e0153155. [PMID: 27097161 PMCID: PMC4838272 DOI: 10.1371/journal.pone.0153155] [Citation(s) in RCA: 98] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2015] [Accepted: 03/24/2016] [Indexed: 12/31/2022] Open
Abstract
Overactivation of PI3K/Akt/mTOR is linked with carcinogenesis and serves a potential molecular therapeutic target in treatment of various cancers. Herein, we report the synthesis of trisubstituted-imidazoles and identified 2-chloro-3-(4, 5-diphenyl-1H-imidazol-2-yl) pyridine (CIP) as lead cytotoxic agent. Naïve Base classifier model of in silico target prediction revealed that CIP targets RAC-beta serine/threonine-protein kinase which comprises the Akt. Furthermore, CIP downregulated the phosphorylation of Akt, PDK and mTOR proteins and decreased expression of cyclin D1, Bcl-2, survivin, VEGF, procaspase-3 and increased cleavage of PARP. In addition, CIP significantly downregulated the CXCL12 induced motility of breast cancer cells and molecular docking calculations revealed that all compounds bind to Akt2 kinase with high docking scores compared to the library of previously reported Akt2 inhibitors. In summary, we report the synthesis and biological evaluation of imidazoles that induce apoptosis in breast cancer cells by negatively regulating PI3K/Akt/mTOR signaling pathway.
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Affiliation(s)
| | - V Srinivasa
- Laboratory of Chemical Biology, Department of Chemistry, Bangalore University, Central College Campus, Palace Road, Bangalore 560001, India
| | - Shobith Rangappa
- Frontier Research Center for Post-Genome Science and Technology, Hokkaido University, Sapporo 060-0808, Japan
| | - Lewis Mervin
- Centre for Molecular Informatics, Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, United Kingdom
| | - Surender Mohan
- Laboratory of Molecular Biology and Genetic Engineering, School of Biotechnology, Jawaharlal Nehru University, New Delhi 110067, India
| | - Shardul Paricharak
- Centre for Molecular Informatics, Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, United Kingdom.,Division of Medicinal Chemistry, Leiden Academic Centre for Drug Research, Leiden University, P.O. Box 9502, 2300 RA Leiden, The Netherlands
| | - Sefer Baday
- Centre for Molecular Informatics, Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, United Kingdom.,Applied Informatics Department, Informatics Institute, Istanbul Technical University, 34469, Istanbul, Turkey
| | - Feng Li
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Muthu K Shanmugam
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Arunachalam Chinnathambi
- Department of Botany and Microbiology, College of Science, King Saud University, Riyadh -11451, Kingdom of Saudi Arabia
| | - M E Zayed
- Department of Botany and Microbiology, College of Science, King Saud University, Riyadh -11451, Kingdom of Saudi Arabia
| | - Sulaiman Ali Alharbi
- Department of Botany and Microbiology, College of Science, King Saud University, Riyadh -11451, Kingdom of Saudi Arabia
| | - Andreas Bender
- Centre for Molecular Informatics, Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, United Kingdom
| | - Gautam Sethi
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Department of Botany and Microbiology, College of Science, King Saud University, Riyadh -11451, Kingdom of Saudi Arabia.,School of Biomedical Sciences, CHIRI Biosciences Research Precinct, Curtin University, Western Australia 6009, Australia
| | - Basappa
- Laboratory of Chemical Biology, Department of Chemistry, Bangalore University, Central College Campus, Palace Road, Bangalore 560001, India
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18
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Ombrato R, Cazzolla N, Mancini F, Mangano G. Structure-Based Discovery of 1H-Indazole-3-carboxamides as a Novel Structural Class of Human GSK-3 Inhibitors. J Chem Inf Model 2015; 55:2540-51. [PMID: 26600430 DOI: 10.1021/acs.jcim.5b00486] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
An in silico screening procedure was performed to select new inhibitors of glycogen synthase kinase 3β (GSK-3β), a serine/threonine protein kinase that in the last two decades has emerged as a key target in drug discovery, having been implicated in multiple cellular processes and linked with the pathogenesis of several diseases. GSK-3β inhibitors might prove useful as therapeutic compounds in the treatment of conditions associated with elevated levels of enzyme activity, such as type-2 diabetes and neurological disorders, for example, Alzheimer's disease, bipolar disorder, neuronal cell death, stroke, and depression. In this work, virtual screening studies were applied to proprietary compound libraries, and the functional activities of selected compounds were assayed on human GSK-3β. The in silico screening procedure enabled the identification of eight hit compounds showing pIC50 values ranging from 4.9 to 5.5. X-ray crystallographic studies resulted in a 2.50 Å three-dimensional structure of GSK-3β complexed with one of the selected compounds, confirming that the inhibitor interacts with the enzyme according to the docking hypothesis. Importantly, molecular docking was able to find a new chemical scaffold for GSK-3β inhibition, providing grounds for rational structure-based design aimed at further optimization of the initial hits.
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Affiliation(s)
- Rosella Ombrato
- R&D, Computational Chemistry Laboratory, ‡Chemistry Department, and §In Vitro Pharmacology Development, Angelini Research Center, ACRAF S.p.A. , Piazzale della Stazione, snc, I-00071 Santa Palomba, Pomezia (RM), Italy
| | - Nicola Cazzolla
- R&D, Computational Chemistry Laboratory, ‡Chemistry Department, and §In Vitro Pharmacology Development, Angelini Research Center, ACRAF S.p.A. , Piazzale della Stazione, snc, I-00071 Santa Palomba, Pomezia (RM), Italy
| | - Francesca Mancini
- R&D, Computational Chemistry Laboratory, ‡Chemistry Department, and §In Vitro Pharmacology Development, Angelini Research Center, ACRAF S.p.A. , Piazzale della Stazione, snc, I-00071 Santa Palomba, Pomezia (RM), Italy
| | - Giorgina Mangano
- R&D, Computational Chemistry Laboratory, ‡Chemistry Department, and §In Vitro Pharmacology Development, Angelini Research Center, ACRAF S.p.A. , Piazzale della Stazione, snc, I-00071 Santa Palomba, Pomezia (RM), Italy
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19
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Lauber BS, Hardegger LA, Asraful AK, Lund BA, Dumele O, Harder M, Kuhn B, Engh RA, Diederich F. Addressing the Glycine-Rich Loop of Protein Kinases by a Multi-Facetted Interaction Network: Inhibition of PKA and a PKB Mimic. Chemistry 2015; 22:211-21. [DOI: 10.1002/chem.201503552] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2015] [Indexed: 12/25/2022]
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20
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Akt kinase C-terminal modifications control activation loop dephosphorylation and enhance insulin response. Biochem J 2015. [PMID: 26201515 DOI: 10.1042/bj20150325] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
The Akt protein kinase, also known as protein kinase B, plays key roles in insulin receptor signalling and regulates cell growth, survival and metabolism. Recently, we described a mechanism to enhance Akt phosphorylation that restricts access of cellular phosphatases to the Akt activation loop (Thr(308) in Akt1 or protein kinase B isoform alpha) in an ATP-dependent manner. In the present paper, we describe a distinct mechanism to control Thr(308) dephosphorylation and thus Akt deactivation that depends on intramolecular interactions of Akt C-terminal sequences with its kinase domain. Modifications of amino acids surrounding the Akt1 C-terminal mTORC2 (mammalian target of rapamycin complex 2) phosphorylation site (Ser(473)) increased phosphatase resistance of the phosphorylated activation loop (pThr(308)) and amplified Akt phosphorylation. Furthermore, the phosphatase-resistant Akt was refractory to ceramide-dependent dephosphorylation and amplified insulin-dependent Thr(308) phosphorylation in a regulated fashion. Collectively, these results suggest that the Akt C-terminal hydrophobic groove is a target for the development of agents that enhance Akt phosphorylation by insulin.
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21
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Couty S, Westwood IM, Kalusa A, Cano C, Travers J, Boxall K, Chow CL, Burns S, Schmitt J, Pickard L, Barillari C, McAndrew PC, Clarke PA, Linardopoulos S, Griffin RJ, Aherne GW, Raynaud FI, Workman P, Jones K, van Montfort RLM. The discovery of potent ribosomal S6 kinase inhibitors by high-throughput screening and structure-guided drug design. Oncotarget 2014; 4:1647-61. [PMID: 24072592 PMCID: PMC3858552 DOI: 10.18632/oncotarget.1255] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
The ribosomal P70 S6 kinases play a crucial role in PI3K/mTOR regulated signalling pathways and are therefore potential targets for the treatment of a variety of diseases including diabetes and cancer. In this study we describe the identification of three series of chemically distinct S6K1 inhibitors. In addition, we report a novel PKA-S6K1 chimeric protein with five mutations in or near its ATP-binding site, which was used to determine the binding mode of two of the three inhibitor series, and provided a robust system to aid the optimisation of the oxadiazole-substituted benzimidazole inhibitor series. We show that the resulting oxadiazole-substituted aza-benzimidazole is a potent and ligand efficient S6 kinase inhibitor, which blocks the phosphorylation of RPS6 at Ser235/236 in TSC negative HCV29 human bladder cancer cells by inhibiting S6 kinase activity and thus provides a useful tool compound to investigate the function of S6 kinases.
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Affiliation(s)
- Sylvain Couty
- Cancer Research UK Cancer Therapeutics Unit, The Institute of Cancer Research, London, SM2 5NG, UK
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22
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Li C, Ma N, Wang Y, Wang Y, Chen G. Molecular dynamics simulation studies on the positive cooperativity of the Kemptide substrate with protein kinase A induced by the ATP ligand. J Phys Chem B 2014; 118:1273-87. [PMID: 24456306 DOI: 10.1021/jp411111g] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The positive cooperativity of the Kemptide substrate or the ATP molecule with the PKA catalytic subunit has been studied by dynamics simulations and free energy calculations on a series of binary and ternary models. The results revealed that the first ATP binding to the PKA catalytic subunit is energetically favorable for the successive Kemptide binding, confirming the positive cooperativity. The key residues Thr51, Glu170, and Phe187 in PKA contributing to the positive cooperativity have been found. The binding of ATP to PKA induces the positive cooperativity through one direct allosteric communication network in PKA from the ATP binding sites in the catalytic loop of the large lobe to the Kemptide binding sites in the activation segment of the large lobe, two indirect ones from those in the glycine-rich loop and the β3 strand of the small lobe, and from those in the catalytic loop to those in the activation segment via the αF helix media. The Tyr204Ala mutation in the activation segment of PKA causes both the decoupling of the cooperativity and the disruption of the corresponding allosteric network through the αF helix media.
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Affiliation(s)
- Chaoqun Li
- Key Laboratory of Theoretical and Computational Photochemistry, Ministry of Education, College of Chemistry, Beijing Normal University , Beijing 100875, China
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23
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Binding selectivity studies of PKBα using molecular dynamics simulation and free energy calculations. J Mol Model 2013; 19:5097-112. [PMID: 24085537 DOI: 10.1007/s00894-013-1997-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2013] [Accepted: 09/04/2013] [Indexed: 12/11/2022]
Abstract
Designing selective protein kinase B (PKB/Akt) inhibitor is an area of intense research to develop potential anticancer drugs. In the present study, the molecular basis governing PKB-selective inhibition has been investigated using molecular dynamics simulation. The binding free energies calculated by MM/PBSA gave a good correlation with the experimental biological activity and a good explanation of the activity difference of the studied inhibitors. The decomposition of free energies by MM/GBSA indicates that the ethyl group on pyrrolo[2,3-d]pyrimidine ring of inhibitor Lig1 (N-{[(3S)-3-amino-1-(5-ethyl-7H-pyrrolo[2,3-d]pyrimidin-4-yl)pyrrolidin-3-yl]-methyl}-2,4-difluoro-benzamide) is an important contributor to its PKBα selectivity due to its hydrophobic interaction with the side chain of Thr291 in PKBα. The substituted groups on the pyrrolidine ring of Lig1 also show a strong tendency to mediate protein-ligand interactions through the hydrogen bonds formed between the amino or amide groups of Lig1 and the carboxyl O atoms of Glu234, Glu278, and Asp292 of PKBα. It was reported that there are only three key amino acid differences between PKBα (Thr211, Ala230, Met281) and PKA (Val104, Val123, Leu173) within the clefts of ATP-binding sites. These differences propel a drastic conformational change in PKA, weakening its binding interactions with inhibitor. The impact was also confirmed by MD simulated interaction modes of inhibitor binding to PKBα mutants with the in silico mutations of the three key amino acids, respectively. We expect that the results obtained here could be useful for future rational design of specific ATP-competitive inhibitors of PKBα.
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24
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Allen CE, Chow CL, Caldwell JJ, Westwood IM, van Montfort RLM, Collins I. Synthesis and evaluation of heteroaryl substituted diazaspirocycles as scaffolds to probe the ATP-binding site of protein kinases. Bioorg Med Chem 2013; 21:5707-24. [PMID: 23920481 DOI: 10.1016/j.bmc.2013.07.021] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2013] [Revised: 07/08/2013] [Accepted: 07/10/2013] [Indexed: 01/07/2023]
Abstract
With the success of protein kinase inhibitors as drugs to target cancer, there is a continued need for new kinase inhibitor scaffolds. We have investigated the synthesis and kinase inhibition of new heteroaryl-substituted diazaspirocyclic compounds that mimic ATP. Versatile syntheses of substituted diazaspirocycles through ring-closing metathesis were demonstrated. Diazaspirocycles directly linked to heteroaromatic hinge binder groups provided ligand efficient inhibitors of multiple kinases, suitable as starting points for further optimization. The binding modes of representative diazaspirocyclic motifs were confirmed by protein crystallography. Selectivity profiles were influenced by the hinge binder group and the interactions of basic nitrogen atoms in the scaffold with acidic side-chains of residues in the ATP pocket. The introduction of more complex substitution to the diazaspirocycles increased potency and varied the selectivity profiles of these initial hits through engagement of the P-loop and changes to the spirocycle conformation, demonstrating the potential of these core scaffolds for future application to kinase inhibitor discovery.
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Affiliation(s)
- Charlotte E Allen
- Cancer Research UK Cancer Therapeutics Unit, The Institute of Cancer Research, Sutton, UK
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25
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Liu S, Misquitta YR, Olland A, Johnson MA, Kelleher KS, Kriz R, Lin LL, Stahl M, Mosyak L. Crystal structure of a human IκB kinase β asymmetric dimer. J Biol Chem 2013; 288:22758-67. [PMID: 23792959 DOI: 10.1074/jbc.m113.482596] [Citation(s) in RCA: 89] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Phosphorylation of inhibitor of nuclear transcription factor κB (IκB) by IκB kinase (IKK) triggers the degradation of IκB and migration of cytoplasmic κB to the nucleus where it promotes the transcription of its target genes. Activation of IKK is achieved by phosphorylation of its main subunit, IKKβ, at the activation loop sites. Here, we report the 2.8 Å resolution crystal structure of human IKKβ (hIKKβ), which is partially phosphorylated and bound to the staurosporine analog K252a. The hIKKβ protomer adopts a trimodular structure that closely resembles that from Xenopus laevis (xIKKβ): an N-terminal kinase domain (KD), a central ubiquitin-like domain (ULD), and a C-terminal scaffold/dimerization domain (SDD). Although hIKKβ and xIKKβ utilize a similar dimerization mode, their overall geometries are distinct. In contrast to the structure resembling closed shears reported previously for xIKKβ, hIKKβ exists as an open asymmetric dimer in which the two KDs are further apart, with one in an active and the other in an inactive conformation. Dimer interactions are limited to the C-terminal six-helix bundle that acts as a hinge between the two subunits. The observed domain movements in the structures of IKKβ may represent trans-phosphorylation steps that accompany IKKβ activation.
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Affiliation(s)
- Shenping Liu
- Structural Biology and Biophysics Group, Pfizer Worldwide Research, Groton, Connecticut 06340, USA.
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26
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CoMFA and CoMSIA analysis of protein kinase B (PKBβ) inhibitors using various alignment methods. Med Chem Res 2013. [DOI: 10.1007/s00044-013-0593-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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27
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Pharmacophore modeling, virtual screening, docking and in silico ADMET analysis of protein kinase B (PKB β) inhibitors. J Mol Graph Model 2013; 42:17-25. [PMID: 23507201 DOI: 10.1016/j.jmgm.2013.01.010] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2012] [Revised: 01/26/2013] [Accepted: 01/29/2013] [Indexed: 02/06/2023]
Abstract
Protein kinase B (PKB) is a key mediator of proliferation and survival pathways that are critical for cancer growth. Therefore, inhibitors of PKB are useful agents for the treatment of cancer. Herein, we describe pharmacophore-based virtual screening combined with docking study as a rational strategy for identification of novel hits or leads. Pharmacophore models of PKB β inhibitors were established using the DISCOtech and refined with GASP from compounds with IC50 values ranging from 2.2 to 246nM. The best pharmacophore model consists of one hydrogen bond acceptor (HBA), one hydrogen bond donor (HBD) site and two hydrophobic (HY) features. The pharmacophore models were validated through receiver operating characteristic (ROC) and Güner-Henry (GH) scoring methods indicated that the model-3 was statistically valuable and reliable in identifying PKB β inhibitors. Pharmacophore model as a 3D search query was searched against NCI database. Several compounds with different structures (scaffolds) were retrieved as hits. Molecules with a Qfit value of more than 95 and three other known inhibitors were docked in the active site of PKB to further explore the binding mode of these compounds. Finally in silico pharmacokinetic and toxicities were predicted for active hit molecules. The hits reported here showed good potential to be PKB β inhibitors.
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28
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Hughes S, Elustondo F, Di Fonzo A, Leroux FG, Wong AC, Snijders AP, Matthews SJ, Cherepanov P. Crystal structure of human CDC7 kinase in complex with its activator DBF4. Nat Struct Mol Biol 2012; 19:1101-7. [PMID: 23064647 DOI: 10.1038/nsmb.2404] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2012] [Accepted: 09/07/2012] [Indexed: 11/09/2022]
Abstract
CDC7 is a serine/threonine kinase that is essential for the initiation of eukaryotic DNA replication. CDC7 activity is controlled by its activator, DBF4. Here we present crystal structures of human CDC7-DBF4 in complex with a nucleotide or ATP-competing small molecules, revealing the active and inhibited forms of the kinase, respectively. DBF4 wraps around CDC7, burying approximately 6,000 Å(2) of hydrophobic molecular surface in a bipartite interface. The effector domain of DBF4, containing conserved motif C, is essential and sufficient to support CDC7 kinase activity by binding to the kinase N-terminal lobe and stabilizing its canonical αC helix. DBF4 motif M latches onto the C-terminal lobe of the kinase, acting as a tethering domain. Our results elucidate the structural basis for binding to and activation of CDC7 by DBF4 and provide a framework for the design of more potent and specific CDC7 inhibitors.
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Affiliation(s)
- Siobhan Hughes
- Cancer Research UK, London Research Institute, Clare Hall Laboratories, Potters Bar, UK
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29
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Yap TA, Walton MI, Grimshaw KM, te Poele RH, Eve PD, Valenti MR, de Haven Brandon AK, Martins V, Zetterlund A, Heaton SP, Heinzmann K, Jones PS, Feltell RE, Reule M, Woodhead SJ, Davies TG, Lyons JF, Raynaud FI, Eccles SA, Workman P, Thompson NT, Garrett MD. AT13148 Is a Novel, Oral Multi-AGC Kinase Inhibitor with Potent Pharmacodynamic and Antitumor Activity. Clin Cancer Res 2012; 18:3912-23. [DOI: 10.1158/1078-0432.ccr-11-3313] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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30
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Chan TO, Pascal JM, Armen RS, Rodeck U. Autoregulation of kinase dephosphorylation by ATP binding in AGC protein kinases. Cell Cycle 2012; 11:475-8. [PMID: 22262182 DOI: 10.4161/cc.11.3.19059] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
AGC kinases, including the three Akt (protein kinase B) isoforms, protein kinase A (PKA) and all protein kinase C (PKC) isoforms, require activation loop phosphorylation (threonine 308 in Akt1) as well as phosphorylation of a C-terminal residue (serine 473 in Akt1) for catalytic activity and phosphorylation of downstream targets. Conversely, phosphatases reverse these phosphorylations. Virtually all cellular processes are affected by AGC kinases, a circumstance that has led to intense scrutiny of the molecular mechanisms that regulate phosphorylation of these kinases. Here, we review a new layer of control of phosphorylation in Akt, PKA and PKC pointing to ATP binding pocket occupancy as a means to decelerate dephosphorylation of these and, potentially, other kinases. This additional level of kinase regulation opens the door to search for new functional motifs for the rational design of non- ATP-competitive kinase inhibitors that discriminate within and between protein kinase families.
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Affiliation(s)
- Tung O Chan
- Center for Translational Medicine, Department of Medicine, School of Pharmacy, Thomas Jefferson University, Philadelphia, PA, USA.
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31
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Abstract
We describe in the present paper mutations of the catalytic subunit α of PKA (protein kinase A) that introduce amino acid side chains into the ATP-binding site and progressively transform the pocket to mimic that of Aurora protein kinases. The resultant PKA variants are enzymatically active and exhibit high affinity for ATP site inhibitors that are specific for Aurora kinases. These features make the Aurora-chimaeric PKA a valuable tool for structure-based drug discovery tasks. Analysis of crystal structures of the chimaera reveal the roles for individual amino acid residues in the binding of a variety of inhibitors, offering key insights into selectivity mechanisms. Furthermore, the high affinity for Aurora kinase-specific inhibitors, combined with the favourable crystallizability properties of PKA, allow rapid determination of inhibitor complex structures at an atomic resolution. We demonstrate the utility of the Aurora-chimaeric PKA by measuring binding kinetics for three Aurora kinase-specific inhibitors, and present the X-ray structures of the chimaeric enzyme in complex with VX-680 (MK-0457) and JNJ-7706621 [Aurora kinase/CDK (cyclin-dependent kinase) inhibitor].
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Miller TW, Balko JM, Arteaga CL. Phosphatidylinositol 3-kinase and antiestrogen resistance in breast cancer. J Clin Oncol 2011; 29:4452-61. [PMID: 22010023 PMCID: PMC3221526 DOI: 10.1200/jco.2010.34.4879] [Citation(s) in RCA: 304] [Impact Index Per Article: 23.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2011] [Accepted: 08/04/2011] [Indexed: 12/17/2022] Open
Abstract
Although antiestrogen therapies targeting estrogen receptor (ER) α signaling prevent disease recurrence in the majority of patients with hormone-dependent breast cancer, a significant fraction of patients exhibit de novo or acquired resistance. Currently, the only accepted mechanism linked with endocrine resistance is amplification or overexpression of the ERBB2 (human epidermal growth factor receptor 2 [HER2]) proto-oncogene. Experimental and clinical evidence suggests that hyperactivation of the phosphatidylinositol 3-kinase (PI3K) pathway, the most frequently mutated pathway in breast cancer, promotes antiestrogen resistance. PI3K is a major signaling hub downstream of HER2 and other receptor tyrosine kinases. PI3K activates several molecules involved in cell-cycle progression and survival, and in ER-positive breast cancer cells, it promotes estrogen-dependent and -independent ER transcriptional activity. Preclinical tumor models of antiestrogen-resistant breast cancer often remain sensitive to estrogens and PI3K inhibition, suggesting that simultaneous targeting of the PI3K and ER pathways may be most effective. Herein, we review alterations in the PI3K pathway associated with resistance to endocrine therapy, the state of clinical development of PI3K inhibitors, and strategies for the clinical investigation of such drugs in hormone receptor-positive breast cancer.
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Affiliation(s)
- Todd W. Miller
- All authors: Vanderbilt-Ingram Cancer Center, Vanderbilt University, Nashville, TN
| | - Justin M. Balko
- All authors: Vanderbilt-Ingram Cancer Center, Vanderbilt University, Nashville, TN
| | - Carlos L. Arteaga
- All authors: Vanderbilt-Ingram Cancer Center, Vanderbilt University, Nashville, TN
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33
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Resistance of Akt kinases to dephosphorylation through ATP-dependent conformational plasticity. Proc Natl Acad Sci U S A 2011; 108:E1120-7. [PMID: 22031698 DOI: 10.1073/pnas.1109879108] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
Phosphorylation of a threonine residue (T308 in Akt1) in the activation loop of Akt kinases is a prerequisite for deregulated Akt activity frequently observed in neoplasia. Akt phosphorylation in vivo is balanced by the opposite activities of kinases and phosphatases. Here we describe that targeting Akt kinase to the cell membrane markedly reduced sensitivity of phosphorylated Akt to dephosphorylation by protein phosphatase 2A. This effect was amplified by occupancy of the ATP binding pocket by either ATP or ATP-competitive inhibitors. Mutational analysis revealed that R273 in Akt1 and the corresponding R274 in Akt2 are essential for shielding T308 in the activation loop against dephosphorylation. Thus, occupancy of the nucleotide binding pocket of Akt kinases enables intramolecular interactions that restrict phosphatase access and sustain Akt phosphorylation. This mechanism provides an explanation for the "paradoxical" Akt hyperphosphorylation induced by ATP-competitive inhibitor, A-443654. The lack of phosphatase resistance further contributes insight into the mechanism by which the human Akt2 R274H missense mutation may cause autosomal-dominant diabetes mellitus.
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34
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Design and synthesis of novel amide AKT1 inhibitors with selectivity over CDK2. Bioorg Med Chem Lett 2011; 21:5191-6. [DOI: 10.1016/j.bmcl.2011.07.056] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2011] [Revised: 07/11/2011] [Accepted: 07/13/2011] [Indexed: 11/19/2022]
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35
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Discovery of novel anticancer therapeutics targeting the PI3K/Akt/mTOR pathway. Future Med Chem 2011; 1:137-55. [PMID: 21426073 DOI: 10.4155/fmc.09.5] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Among promising targeted therapies for cancer treatment, phosphatidylinositol 3-kinase pathway inhibitors have in the last 3 years continued to retain the attention of both academic institutions and pharmaceutical companies. The large amount of published clinical and preclinical data has indeed confirmed the preponderant role of this so-called survival pathway for tumor maintenance. DISCUSSION Global efforts have, therefore, been deployed that have led to the genesis of a panoply of small molecule inhibitors. This review will focus on updating the reader on the current medicinal chemistry efforts targeting this pathway. CONCLUSIONS Recent discoveries important for patient stratification, quantification of target modulation in humans and combination therapies will be presented and discussed.
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Verdonk ML, Giangreco I, Hall RJ, Korb O, Mortenson PN, Murray CW. Docking performance of fragments and druglike compounds. J Med Chem 2011; 54:5422-31. [PMID: 21692478 DOI: 10.1021/jm200558u] [Citation(s) in RCA: 94] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
This paper addresses two questions of key interest to researchers working with protein-ligand docking methods: (i) Why is there such a large variation in docking performance between different test sets reported in the literature? (ii) Are fragments more difficult to dock than druglike compounds? To answer these, we construct a test set of in-house X-ray structures of protein-ligand complexes from drug discovery projects, half of which contain fragment ligands, the other half druglike ligands. We find that a key factor affecting docking performance is ligand efficiency (LE). High LE compounds are significantly easier to dock than low LE compounds, which we believe could explain the differences observed between test sets reported in the literature. There is no significant difference in docking performance between fragments and druglike compounds, but the reasons why dockings fail appear to be different.
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Affiliation(s)
- Marcel L Verdonk
- Astex Therapeutics Ltd., 436 Cambridge Science Park, Cambridge, United Kingdom.
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37
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Hare S, Smith SJ, Métifiot M, Jaxa-Chamiec A, Pommier Y, Hughes SH, Cherepanov P. Structural and functional analyses of the second-generation integrase strand transfer inhibitor dolutegravir (S/GSK1349572). Mol Pharmacol 2011; 80:565-72. [PMID: 21719464 DOI: 10.1124/mol.111.073189] [Citation(s) in RCA: 210] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Raltegravir (RAL) and related HIV-1 integrase (IN) strand transfer inhibitors (INSTIs) efficiently block viral replication in vitro and suppress viremia in patients. These small molecules bind to the IN active site, causing it to disengage from the deoxyadenosine at the 3' end of viral DNA. The emergence of viral strains that are highly resistant to RAL underscores the pressing need to develop INSTIs with improved resistance profiles. Herein, we show that the candidate second-generation drug dolutegravir (DTG, S/GSK1349572) effectively inhibits a panel of HIV-1 IN variants resistant to first-generation INSTIs. To elucidate the structural basis for the increased potency of DTG against RAL-resistant INs, we determined crystal structures of wild-type and mutant prototype foamy virus intasomes bound to this compound. The overall IN binding mode of DTG is strikingly similar to that of the tricyclic hydroxypyrrole MK-2048. Both second-generation INSTIs occupy almost the same physical space within the IN active site and make contacts with the β4-α2 loop of the catalytic core domain. The extended linker region connecting the metal chelating core and the halobenzyl group of DTG allows it to enter farther into the pocket vacated by the displaced viral DNA base and to make more intimate contacts with viral DNA, compared with those made by RAL and other INSTIs. In addition, our structures suggest that DTG has the ability to subtly readjust its position and conformation in response to structural changes in the active sites of RAL-resistant INs.
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Affiliation(s)
- Stephen Hare
- Division of Infectious Diseases, Imperial College London, London, United Kingdom
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38
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Böttcher J, Jestel A, Kiefersauer R, Krapp S, Nagel S, Steinbacher S, Steuber H. Key factors for successful generation of protein-fragment structures requirement on protein, crystals, and technology. Methods Enzymol 2011; 493:61-89. [PMID: 21371587 DOI: 10.1016/b978-0-12-381274-2.00003-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/10/2023]
Abstract
In the past two decades, fragment-based approaches have evolved as a predominant strategy in lead discovery. The availability of structural information on the interaction geometries of binding fragments is key to successful structure-guided fragment-to-lead evolution. In this chapter, we illustrate methodological advances for protein-fragment crystal structure generation in order to offer general lessons on the importance of fragment properties and the most appropriate crystallographic setup to evaluate them. We analyze elaborate protocols, methods, and clues applied to challenging complex formation projects. The results should assist medicinal chemists to select the most promising targets and strategies for fragment-based crystallography as well as provide a tutorial to structural biologists who attempt to determine protein-fragment structures.
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Affiliation(s)
- Jark Böttcher
- Proteros biostructures GmbH, Am Klopferspitz 19, Martinsried, Germany
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39
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Patel RY, Doerksen RJ. Protein kinase-inhibitor database: structural variability of and inhibitor interactions with the protein kinase P-loop. J Proteome Res 2011; 9:4433-42. [PMID: 20681595 DOI: 10.1021/pr100662s] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Structure-based drug design of protein-kinase inhibitors has been facilitated by availability of an enormous number of structures in the Protein Databank (PDB), systematic analyses of which can provide insight into the factors that govern ligand-protein kinase interactions and into the conformational variability of the protein kinases. In this study, a nonredundant database containing 755 unique, curated, and annotated PDB protein kinase-inhibitor complexes (each consisting of a single protein kinase chain, a ligand, and water molecules around the ligand) was created. With this dataset, analyses were performed of protein conformational variability and interactions of ligands with 11 P-loop residues. Analysis of ligand-protein interactions included ligand atom preference, ligand-protein hydrogen bonds, and the number and position of crystallographic water molecules around important P-loop residues. Analysis of variability in the conformation of the P-loop considered backbone and side-chain dihedral angles, and solvent accessible surface area (SASA). A distorted conformation of the P-loop was observed for some of the protein kinase structures. Lower SASA was observed for the hydrophobic residue in beta1 of several members of the AGC family of protein kinases. Our systematic studies were performed amino acid-by-amino acid, which is unusual for analyses of protein kinase-inhibitor complexes.
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Affiliation(s)
- Ronak Y Patel
- Department of Medicinal Chemistry, School of Pharmacy, University of Mississippi, University, Mississippi 38677-1848, USA
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40
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Clinical development of phosphatidylinositol-3 kinase pathway inhibitors. Curr Top Microbiol Immunol 2011; 347:189-208. [PMID: 20593313 DOI: 10.1007/82_2010_54] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/25/2023]
Abstract
The PI3K pathway is the most commonly altered in human cancer. Several recent phase I studies with therapeutic inhibitors of this pathway have shown that pharmacological inhibition of PI3K in humans is feasible and overall well tolerated. Furthermore, there has already been clinical evidence of anti-tumor activity in patients with advanced cancer. The intensity and duration of PI3K inhibition required for an antitumor effect and the optimal pharmacodynamic biomarker(s) of pathway inactivation remain to be established. Preclinical and early clinical data support focusing on trials with PI3K inhibitors that are at a minimum enriched with patients with alterations in this signaling pathway. These inhibitors are likely to be more effective in combination with established and other novel molecular therapies.
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41
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Jiang JK, Shen M, Thomas CJ, Boxer MB. Chiral kinase inhibitors. Curr Top Med Chem 2011; 11:800-9. [PMID: 21291394 PMCID: PMC3220195 DOI: 10.2174/156802611795165052] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2010] [Accepted: 06/15/2010] [Indexed: 01/06/2023]
Abstract
Small molecule kinase inhibitors are important tools for studying cellular signaling pathways, phenotypes and are, occasionally, useful clinical agents. With stereochemistry pervasive throughout the molecules of life it is no surprise that a single stereocenter can bestow a ligand with distinct binding affinities to various protein targets. While the majority of small molecule kinase inhibitors reported to date are achiral, a number of asymmetric compounds show great utility as tools for probing kinase-associated biomolecular events as well as promising therapeutic leads. The mechanism by which chirality is introduced varies but includes screening of chiral libraries, incorporation of chiral centers during optimization efforts and the rational installation of a chiral moiety as guided by structural and modeling efforts. Here we discuss several advanced chiral small molecule kinase inhibitors where stereochemistry plays an important role in terms of potency and selectivity.
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Affiliation(s)
- Jian-kang Jiang
- NIH Chemical Genomics Center, National Human Genome Research Institute, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, USA
| | - Min Shen
- NIH Chemical Genomics Center, National Human Genome Research Institute, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, USA
| | - Craig J. Thomas
- NIH Chemical Genomics Center, National Human Genome Research Institute, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, USA
| | - Mathew B. Boxer
- NIH Chemical Genomics Center, National Human Genome Research Institute, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, USA
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Abstract
The fragment-based approach is now well established as an important component of modern drug discovery. A key part in establishing its position as a viable technique has been the development of a range of biophysical methodologies with sufficient sensitivity to detect the binding of very weakly binding molecules. X-ray crystallography was one of the first techniques demonstrated to be capable of detecting such weak binding, but historically its potential for screening was under-appreciated and impractical due to its relatively low throughput. In this chapter we discuss the various benefits associated with fragment-screening by X-ray crystallography, and describe the technical developments we have implemented to allow its routine use in drug discovery. We emphasize how this approach has allowed a much greater exploitation of crystallography than has traditionally been the case within the pharmaceutical industry, with the rapid and timely provision of structural information having maximum impact on project direction.
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43
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Yap TA, Walton MI, Hunter LJK, Valenti M, de Haven Brandon A, Eve PD, Ruddle R, Heaton SP, Henley A, Pickard L, Vijayaraghavan G, Caldwell JJ, Thompson NT, Aherne W, Raynaud FI, Eccles SA, Workman P, Collins I, Garrett MD. Preclinical pharmacology, antitumor activity, and development of pharmacodynamic markers for the novel, potent AKT inhibitor CCT128930. Mol Cancer Ther 2010; 10:360-71. [PMID: 21191045 DOI: 10.1158/1535-7163.mct-10-0760] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
AKT is frequently deregulated in cancer, making it an attractive anticancer drug target. CCT128930 is a novel ATP-competitive AKT inhibitor discovered using fragment- and structure-based approaches. It is a potent, advanced lead pyrrolopyrimidine compound exhibiting selectivity for AKT over PKA, achieved by targeting a single amino acid difference. CCT128930 exhibited marked antiproliferative activity and inhibited the phosphorylation of a range of AKT substrates in multiple tumor cell lines in vitro, consistent with AKT inhibition. CCT128930 caused a G(1) arrest in PTEN-null U87MG human glioblastoma cells, consistent with AKT pathway blockade. Pharmacokinetic studies established that potentially active concentrations of CCT128930 could be achieved in human tumor xenografts. Furthermore, CCT128930 also blocked the phosphorylation of several downstream AKT biomarkers in U87MG tumor xenografts, indicating AKT inhibition in vivo. Antitumor activity was observed with CCT128930 in U87MG and HER2-positive, PIK3CA-mutant BT474 human breast cancer xenografts, consistent with its pharmacokinetic and pharmacodynamic properties. A quantitative immunofluorescence assay to measure the phosphorylation and total protein expression of the AKT substrate PRAS40 in hair follicles is presented. Significant decreases in pThr246 PRAS40 occurred in CCT128930-treated mouse whisker follicles in vivo and human hair follicles treated ex vivo, with minimal changes in total PRAS40. In conclusion, CCT128930 is a novel, selective, and potent AKT inhibitor that blocks AKT activity in vitro and in vivo and induces marked antitumor responses. We have also developed a novel biomarker assay for the inhibition of AKT in human hair follicles, which is currently being used in clinical trials.
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Affiliation(s)
- Timothy A Yap
- Cancer Research UK Cancer Therapeutics Unit, The Institute of Cancer Research, 15 Cotswold Road, Sutton, Surrey SM2 5NG, United Kingdom
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44
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Zhang X, Gibbs AC, Reynolds CH, Peters MB, Westerhoff LM. Quantum mechanical pairwise decomposition analysis of protein kinase B inhibitors: validating a new tool for guiding drug design. J Chem Inf Model 2010; 50:651-61. [PMID: 20205431 PMCID: PMC2860457 DOI: 10.1021/ci9003333] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
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Quantum mechanical semiempirical comparative binding energy analysis calculations have been carried out for a series of protein kinase B (PKB) inhibitors derived from fragment- and structure-based drug design. These protein−ligand complexes were selected because they represent a consistent set of experimental data that includes both crystal structures and affinities. Seven scoring functions were evaluated based on both the PM3 and the AM1 Hamiltonians. The optimal models obtained by partial least-squares analysis of the aligned poses are predictive as measured by a number of standard statistical criteria and by validation with an external data set. An algorithm has been developed that provides residue-based contributions to the overall binding affinity. These residue-based binding contributions can be plotted in heat maps so as to highlight the most important residues for ligand binding. In the case of these PKB inhibitors, the maps show that Met166, Thr97, Gly43, Glu114, Ala116, and Val50, among other residues, play an important role in determining binding affinity. The interaction energy map makes it easy to identify the residues that have the largest absolute effect on ligand binding. The structure−activity relationship (SAR) map highlights residues that are most critical to discriminating between more and less potent ligands. Taken together the interaction energy and the SAR maps provide useful insights into drug design that would be difficult to garner in any other way.
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Affiliation(s)
- Xiaohua Zhang
- QuantumBio Inc, 200 Innovation Boulevard, State College, Pennsylvania 16803 and Johnson & Johnson Pharmaceutical Research and Development, LLC, Welsh and McKean Roads, PO Box 776, Spring House, Pennsylvania 19477, USA
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45
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Takahashi O, Masuda Y, Muroya A, Furuya T. Theory of docking scores and its application to a customizable scoring function. SAR AND QSAR IN ENVIRONMENTAL RESEARCH 2010; 21:547-558. [PMID: 20818587 DOI: 10.1080/1062936x.2010.502299] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
In general, the docking scoring tends to have a size dependence related to the ranking of compounds. In this paper, we describe a novel method of parameter optimization for docking scores which reduce the size dependence and can efficiently discriminate active compounds from chemical databases. This method is based on a simplified theoretical model of docking scores which enables us to utilize large amounts of data of known active and inactive compounds for a particular target without requiring large computational resources or a complicated procedure. This method is useful for making scoring functions for the identification of novel scaffolds using the knowledge of active compounds for a particular target or a customized scoring function for an interesting family of drug targets.
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Affiliation(s)
- O Takahashi
- Research & Development Division, PharmaDesign Inc., Tokyo, Japan.
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46
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Okuzumi T, Ducker GS, Zhang C, Aizenstein B, Hoffman R, Shokat KM. Synthesis and evaluation of indazole based analog sensitive Akt inhibitors. MOLECULAR BIOSYSTEMS 2010; 6:1389-402. [PMID: 20582381 PMCID: PMC2932704 DOI: 10.1039/c003917a] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The kinase Akt is a key signaling node in regulating cellular growth and survival. It is implicated in cancer by mutation and its role in the downstream transmission of aberrant PI3K signaling. For these reasons, Akt has become an increasingly important target of drug development efforts and several inhibitors are now reaching clinical trials. Paradoxically it has been observed that active site kinase inhibitors of Akt lead to hyperphosphorylation of Akt itself. To investigate this phenomenon we here describe the application of a chemical genetics strategy that replaces native Akt with a mutant version containing an active site substitution that allows for the binding of an engineered inhibitor. This analog sensitive strategy allows for the selective inhibition of a single kinase. In order to create the inhibitor selective for the analog sensitive kinase, a diversity of synthetic approaches was required, finally resulting in the compound PrINZ, a 7-substituted version of the Abbott Labs Akt inhibitor A-443654.
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Affiliation(s)
- Tatsuya Okuzumi
- Howard Hughes Medical Institute and Department of Cellular and Molecular Pharmacology, University of California, San Francisco, MC 2280, San Francisco, California 94158, USA
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Kisseljova K, Kuznetsov A, Baudy-Floc'h M, Järv J. Aza-beta(3)-amino acid containing peptidomimetics as cAMP-dependent protein kinase substrates. Bioorg Chem 2010; 38:229-33. [PMID: 20580405 DOI: 10.1016/j.bioorg.2010.05.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2010] [Revised: 05/25/2010] [Accepted: 05/26/2010] [Indexed: 10/19/2022]
Abstract
Peptidomimetic analogs of the peptide RRASVA, known as the "minimal substrate" of the catalytic subunit of the cAMP-dependent protein kinase (PKA), were synthesized by consecutive replacement of natural amino acids by their aza-beta(3) analogs. The peptidomimetics were tested as PKA substrates and the kinetic parameters of the phosphorylation reaction were determined. It was found that the interaction of these peptidomimetics with the enzyme active center was sensitive to the location of the backbone modification, while the maximal rate of the reaction was practically not affected by the structure of substrates. The pattern of molecular recognition of peptidomimetics was in agreement with the results of structure modeling and also with the results of computational docking study of peptide and peptidomimetic substrates with the active center of PKA. It was concluded that the specificity determining factors which govern substrate recognition by the enzyme should be grouped along the phosphorylatable substrate, and such clustering might open new perspectives for pharmacophore design of peptides and peptide-like ligands.
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Grimshaw KM, Hunter LJK, Yap TA, Heaton SP, Walton MI, Woodhead SJ, Fazal L, Reule M, Davies TG, Seavers LC, Lock V, Lyons JF, Thompson NT, Workman P, Garrett MD. AT7867 is a potent and oral inhibitor of AKT and p70 S6 kinase that induces pharmacodynamic changes and inhibits human tumor xenograft growth. Mol Cancer Ther 2010; 9:1100-10. [PMID: 20423992 DOI: 10.1158/1535-7163.mct-09-0986] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The serine/threonine kinase AKT plays a pivotal role in signal transduction events involved in malignant transformation and chemoresistance and is an attractive target for the development of cancer therapeutics. Fragment-based lead discovery, combined with structure-based drug design, has recently identified AT7867 as a novel and potent inhibitor of both AKT and the downstream kinase p70 S6 kinase (p70S6K) and also of protein kinase A. This ATP-competitive small molecule potently inhibits both AKT and p70S6K activity at the cellular level, as measured by inhibition of GSK3beta and S6 ribosomal protein phosphorylation, and also causes growth inhibition in a range of human cancer cell lines as a single agent. Induction of apoptosis was detected by multiple methods in tumor cells following AT7867 treatment. Administration of AT7867 (90 mg/kg p.o. or 20 mg/kg i.p.) to athymic mice implanted with the PTEN-deficient U87MG human glioblastoma xenograft model caused inhibition of phosphorylation of downstream substrates of both AKT and p70S6K and induction of apoptosis, confirming the observations made in vitro. These doses of AT7867 also resulted in inhibition of human tumor growth in PTEN-deficient xenograft models. These data suggest that the novel strategy of AKT and p70S6K blockade may have therapeutic value and supports further evaluation of AT7867 as a single-agent anticancer strategy.
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Affiliation(s)
- Kyla M Grimshaw
- Astex Therapeutics, 436 Cambridge Science Park, Cambridge, UK
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49
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McHardy T, Caldwell JJ, Cheung KM, Hunter LJ, Taylor K, Rowlands M, Ruddle R, Henley A, de Haven Brandon A, Valenti M, Davies TG, Fazal L, Seavers L, Raynaud FI, Eccles SA, Aherne GW, Garrett MD, Collins I. Discovery of 4-amino-1-(7H-pyrrolo[2,3-d]pyrimidin-4-yl)piperidine-4-carboxamides as selective, orally active inhibitors of protein kinase B (Akt). J Med Chem 2010; 53:2239-49. [PMID: 20151677 PMCID: PMC2832868 DOI: 10.1021/jm901788j] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
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Protein kinase B (PKB or Akt) is an important component of intracellular signaling pathways regulating growth and survival. Signaling through PKB is frequently deregulated in cancer, and inhibitors of PKB therefore have potential as antitumor agents. The optimization of lipophilic substitution within a series of 4-benzyl-1-(7H-pyrrolo[2,3-d]pyrimidin-4-yl)piperidin-4-amines provided ATP-competitive, nanomolar inhibitors with up to 150-fold selectivity for inhibition of PKB over the closely related kinase PKA. Although active in cellular assays, compounds containing 4-amino-4-benzylpiperidines underwent metabolism in vivo, leading to rapid clearance and low oral bioavailability. Variation of the linker group between the piperidine and the lipophilic substituent identified 4-amino-1-(7H-pyrrolo[2,3-d]pyrimidin-4-yl)piperidine-4-carboxamides as potent and orally bioavailable inhibitors of PKB. Representative compounds modulated biomarkers of signaling through PKB in vivo and strongly inhibited the growth of human tumor xenografts in nude mice at well-tolerated doses.
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Affiliation(s)
- Tatiana McHardy
- Cancer Research UK Centre for Cancer Therapeutics, The Institute of Cancer Research, Sutton, Surrey SM2 5NG, UK
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50
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Zeng Q, Bourbeau MP, Wohlhieter GE, Yao G, Monenschein H, Rider JT, Lee MR, Zhang S, Lofgren J, Freeman D, Li C, Tominey E, Huang X, Hoffman D, Yamane H, Tasker AS, Dominguez C, Viswanadhan VN, Hungate R, Zhang X. 2-Aminothiadiazole inhibitors of AKT1 as potential cancer therapeutics. Bioorg Med Chem Lett 2010; 20:1652-6. [DOI: 10.1016/j.bmcl.2010.01.046] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2009] [Revised: 01/08/2010] [Accepted: 01/11/2010] [Indexed: 10/19/2022]
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