1
|
Chatterjee R, Bhukta S, Angajala KK, Dandela R. Copper catalysed oxidative cascade deamination/cyclization of vinyl azide and benzylamine for the synthesis of 2,4,6-triarylpyridines. Org Biomol Chem 2023. [PMID: 37334911 DOI: 10.1039/d3ob00625e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/21/2023]
Abstract
A highly efficient one-pot method for the synthesis of 2,4,6-triaryl pyridines has been developed via cascade deamination and annulation. Copper triflate and molecular iodine easily promoted the oxidative cyclization reaction of vinyl azide and benzylamine to access a wide variety of substituted pyridine substrates under an oxygen atmosphere. The presence of benzyl amine enables the cyclization process by providing the aryl functionality and the nitrogen source. Moreover, a broad range of substrates with good functional group tolerance, avoidance of external oxidants, excellent product yields, operational simplicity and mild conditions are the notable advantages of the present protocol.
Collapse
Affiliation(s)
- Rana Chatterjee
- Department of Industrial and Engineering Chemistry, Institute of Chemical Technology, Indian Oil Odisha Campus, Samantpuri, Bhubaneswar 751013, India.
| | - Swadhapriya Bhukta
- Department of Industrial and Engineering Chemistry, Institute of Chemical Technology, Indian Oil Odisha Campus, Samantpuri, Bhubaneswar 751013, India.
| | - Kishore Kumar Angajala
- Department of Humanities and Sciences, Vardhaman College of Engineering, Shamshabad, Hyderabad-501218, Telangana, India
| | - Rambabu Dandela
- Department of Industrial and Engineering Chemistry, Institute of Chemical Technology, Indian Oil Odisha Campus, Samantpuri, Bhubaneswar 751013, India.
| |
Collapse
|
2
|
Abd Emoniem N, Mukhtar RM, Ghaboosh H, Elshamly EM, Mohamed MA, Elsaman T, Alzain AA. Turning down PI3K/AKT/mTOR signalling pathway by natural products: an in silico multi-target approach. SAR AND QSAR IN ENVIRONMENTAL RESEARCH 2023; 34:163-182. [PMID: 36853097 DOI: 10.1080/1062936x.2023.2181392] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Accepted: 02/13/2023] [Indexed: 06/18/2023]
Abstract
The PI3K/AKT/mTOR pathway is a significant target for cancer drug discovery. Many efforts have focused on discovering new inhibitors against key kinase proteins involved in this pathway for cancer treatment. PI3K/mTOR dual inhibitors, such as PKI-179, have been reported to be more effective than agents that act only on a single protein target. The present computational study aimed to discover triple target inhibitors against PI3K, AKT, and mTOR proteins. Accordingly, the PI3K protein bound with the ligand was used as input for e-pharmacophore modelling to generate the pharmacophore hypothesis and then screened for a library of 270,540 natural products from the Zinc database resulting in 57,220 compounds that matched the hypothesis. These compounds were then docked into the active site of PI3K, resulting in 292 compounds with better docking scores than the co-crystallized ligand. These compounds were re-docked into AKT and mTOR proteins. Besides, MM-GBSA binding free energy calculations, MD simulations, and ADMET prediction were carried out, leading to 5 potential triple-target inhibitors namely, ZINC000014644152, ZINC000014760695, ZINC000014644839, ZINC000095099451, and ZINC000005998557. In conclusion, these inhibitors may be possible leads for inhibiting PI3K/AKT/mTOR pathway, and they may be further evaluated in vitro and clinically as anticancer agents.
Collapse
Affiliation(s)
- N Abd Emoniem
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Gezira, Gezira, Sudan
| | - R M Mukhtar
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Gezira, Gezira, Sudan
| | - H Ghaboosh
- Department of Pharmaceutics, Faculty of Pharmacy, University of Gezira, Gezira, Sudan
| | - E M Elshamly
- Department of Molecular Biotechnology, Hochschule Anhalt, Köthen, Germany
| | - M A Mohamed
- Department of Pharmaceutical Chemistry, College of Pharmacy, Jouf University, Sakaka, Saudi Arabia
| | - T Elsaman
- Department of Pharmaceutical Chemistry, College of Pharmacy, Jouf University, Sakaka, Saudi Arabia
| | - A A Alzain
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Gezira, Gezira, Sudan
| |
Collapse
|
3
|
Gopalaiah K, Choudhary R. Synthesis of Kröhnke pyridines through iron-catalyzed oxidative condensation/double alkynylation/amination cascade strategy. Tetrahedron 2021. [DOI: 10.1016/j.tet.2021.132429] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
|
4
|
Torabi M, Zolfigol MA, Yarie M, Notash B, Azizian S, Azandaryani MM. Synthesis of triarylpyridines with sulfonate and sulfonamide moieties via a cooperative vinylogous anomeric-based oxidation. Sci Rep 2021; 11:16846. [PMID: 34413326 PMCID: PMC8377147 DOI: 10.1038/s41598-021-95830-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2021] [Accepted: 07/21/2021] [Indexed: 02/07/2023] Open
Abstract
Herein, novel magnetic nanoparticles with pyridinium bridges namely Fe3O4@SiO2@PCLH-TFA through a multi-step pathway were designed and synthesized. The desired catalyst and its corresponding precursors were characterized with different techniques such as Fourier transform infrared (FT-IR) spectroscopy, 1H NMR, 13C NMR, Mass spectroscopy, energy dispersive X-ray (EDX) analysis, thermogravimetric/derivative thermogravimetry (TG/DTG) analysis, scanning electron microscopy (SEM), transmission electron microscopy (TEM), and vibrating sample magnetometer (VSM). In addition, the catalytic application of the prepared catalyst in the synthesis of new series of triarylpyridines bearing sulfonate and sulfonamide moieties via a cooperative vinylogous anomeric-based oxidation was highlighted. The current trend revealed that the mentioned catalyst shows high recoverability in the reported synthesis.
Collapse
Affiliation(s)
- Morteza Torabi
- Department of Organic Chemistry, Faculty of Chemistry, Bu-Ali Sina University, 6517838683, Hamedan, Iran
| | - Mohammad Ali Zolfigol
- Department of Organic Chemistry, Faculty of Chemistry, Bu-Ali Sina University, 6517838683, Hamedan, Iran.
| | - Meysam Yarie
- Department of Organic Chemistry, Faculty of Chemistry, Bu-Ali Sina University, 6517838683, Hamedan, Iran
| | - Behrouz Notash
- Department of Inorganic Chemistry and Catalysis, Shahid Beheshti University, Evin, Tehran, Iran
| | - Saeid Azizian
- Department of Physical Chemistry, Faculty of Chemistry, Bu-Ali Sina University, 6517838683, Hamedan, Iran
| | - Mina Mirzaei Azandaryani
- Department of Physical Chemistry, Faculty of Chemistry, Bu-Ali Sina University, 6517838683, Hamedan, Iran
| |
Collapse
|
5
|
Zarei M, Rahbar MR, Negahdaripour M. Interaction of indole-3-acetic acid with horseradish peroxidase as a potential anticancer agent: from docking to molecular dynamics simulation. J Biomol Struct Dyn 2020; 40:4188-4196. [PMID: 33280524 DOI: 10.1080/07391102.2020.1854118] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
The oxidation process, catalyzed by the peroxidase enzymes, occurs in all domains of life to detoxify the hydrogen peroxide toxicity. The most well-known, applicable and vastly studied member of the peroxidases family is horseradish peroxidase (HRP), especially the isoenzyme C (HRP C). HRP (primarily HRP C) is commercially available and applicable in biotechnology and diagnosis. Recently, a novel application of HRP has been introduced in cancer therapy as the combination of HRP with indole-3-acetic acid (IAA). The anticancer activity of HRP/IAA complex is through oxidation of IAA by HRP in hypoxic tumor condition, which leads to apoptosis and cancerous cell death. However, the molecular interaction of HRP/IAA has not been elucidated. Identifying the interaction of IAA with HRP would provide a better insight into its function and applications. In this study, molecular docking and molecular dynamics (MD) simulation were applied to determine the molecular interaction of the IAA/HRP complex. The docking study represented that IAA bound at the 'exposed' heme edge of the HRP enzyme, and the IAA entrance to the enzyme was situated at the carboxymethyl side-chain of the selected structure. Our computational results showed the HRP/IAA complex structure stability. While hydrogen bond formation with ARG38 and HIS42 stabilized the substrate, hydrophobic interactions with Phe68, Gly69, Leu138, Pro139, Pro141 and Phe179 contributed to IAA/HRP complex stability. The results can help to better understand peroxidase enzyme activity and would pave the way for future development of new therapeutics with improved anticancer efficacy.Communicated by Ramaswamy H. Sarma.
Collapse
Affiliation(s)
- Mahboubeh Zarei
- Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.,Department of Pharmaceutical Biotechnology, School of Pharmacy, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mohammad Reza Rahbar
- Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.,Department of Pharmaceutical Biotechnology, School of Pharmacy, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Manica Negahdaripour
- Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.,Department of Pharmaceutical Biotechnology, School of Pharmacy, Shiraz University of Medical Sciences, Shiraz, Iran
| |
Collapse
|
6
|
Komar D, Juszczynski P. Rebelled epigenome: histone H3S10 phosphorylation and H3S10 kinases in cancer biology and therapy. Clin Epigenetics 2020; 12:147. [PMID: 33054831 PMCID: PMC7556946 DOI: 10.1186/s13148-020-00941-2] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 09/28/2020] [Indexed: 12/15/2022] Open
Abstract
Background With the discovery that more than half of human cancers harbor mutations in chromatin proteins, deregulation of epigenetic mechanisms has been recognized a hallmark of malignant transformation. Post-translational modifications (PTMs) of histone proteins, as main components of epigenetic regulatory machinery, are also broadly accepted as therapeutic target. Current “epigenetic” therapies target predominantly writers, erasers and readers of histone acetylation and (to a lesser extent) methylation, leaving other types of PTMs largely unexplored. One of them is the phosphorylation of serine 10 on histone H3 (H3S10ph). Main body H3S10ph is emerging as an important player in the initiation and propagation of cancer, as it facilitates cellular malignant transformation and participates in fundamental cellular functions. In normal cells this histone mark dictates the hierarchy of additional histone modifications involved in the formation of protein binding scaffolds, transcriptional regulation, blocking repressive epigenetic information and shielding gene regions from heterochromatin spreading. During cell division, this mark is essential for chromosome condensation and segregation. It is also involved in the function of specific DNA–RNA hybrids, called R-loops, which modulate transcription and facilitate chromosomal instability. Increase in H3S10ph is observed in numerous cancer types and its abundance has been associated with inferior prognosis. Many H3S10-kinases, including MSK1/2, PIM1, CDK8 and AURORA kinases, have been long considered targets in cancer therapy. However, since these proteins also participate in other critical processes, including signal transduction, apoptotic signaling, metabolic fitness and transcription, their chromatin functions are often neglected. Conclusions H3S10ph and enzymes responsible for deposition of this histone modification are important for chromatin activity and oncogenesis. Epigenetic-drugs targeting this axis of modifications, potentially in combination with conventional or targeted therapy, provide a promising angle in search for knowledge-driven therapeutic strategies in oncology.
Collapse
Affiliation(s)
- Dorota Komar
- Department of Experimental Hematology, Institute of Hematology and Transfusion Medicine, Gandhi 14 Str, 02-776, Warsaw, Poland.
| | - Przemyslaw Juszczynski
- Department of Experimental Hematology, Institute of Hematology and Transfusion Medicine, Gandhi 14 Str, 02-776, Warsaw, Poland
| |
Collapse
|
7
|
Jonnalagadda B, Arockiasamy S, Vetrivel U, P A A. In silico docking of phytocompounds to identify potent inhibitors of signaling pathways involved in prostate cancer. J Biomol Struct Dyn 2020; 39:5182-5208. [PMID: 32643549 DOI: 10.1080/07391102.2020.1785944] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Androgens and androgen receptors (AR) are the master regulators in the development of prostate cancer. Majority of the patients show positive response to surgical or medical castration, while many patients show disease relapse after the treatment. Genomic profiling has proven that the deregulated PI3K, Ras/Raf, MAPK and EGFR signaling pathways confer survival and invasion advantage to the cancer cells. Thus, modulation of these interlinked growth pathways along with androgen ablation may provide attractive therapeutic benefits. The current research is focused to identify the inhibitors of these pathways with bacosides and Piperine. The quantitative estimation of bacosides enriched standard extract of Bacopa monnieri by HPTLC showed 59.38% of Bacoside A and various active compounds with anti-oxidant, anti-cancer, anti-microbial, anti-inflammatory properties were also analyzed by GC-MS analysis. The in-vitro cytotoxic study against PC3 cell lines showed dose-dependent effect of Piperine and the extract. Further, in silico docking has shown bacosides with significant molecular interactions and binding score with growth factor receptors such as EGFR, PI3K, Akt and ERK, whereas Piperine exhibited interactions with AR. Hence, a simultaneous downregulation of interlinked signaling pathways of growth factors and AR with bacosides and Piperine may produce effective cytotoxic potential against the androgen-independent prostate cancer. Further in-vitro and in-vivo experimental investigations are necessary to determine the ultimate therapeutic utility. Communicated by Ramaswamy H. Sarma.
Collapse
Affiliation(s)
- Bhavana Jonnalagadda
- Department of Biomedical Sciences, Sri Ramachandra Institute of Higher Education and Research, Chennai, India
| | - Sumathy Arockiasamy
- Department of Biomedical Sciences, Sri Ramachandra Institute of Higher Education and Research, Chennai, India
| | - Umashankar Vetrivel
- Centre for Bioinformatics, Vision Research Foundation, Sankara Nethralaya Research Institute, Chennai, India
| | - Abhinand P A
- Department of Bioinformatics, Sri Ramachandra Institute of Higher Education and Research, Chennai, India
| |
Collapse
|
8
|
Tomorowicz Ł, Sławiński J, Żołnowska B, Szafrański K, Kawiak A. Synthesis, Antitumor Evaluation, Molecular Modeling and Quantitative Structure-Activity Relationship (QSAR) of Novel 2-[(4-Amino-6- N-substituted-1,3,5-triazin-2-yl)methylthio]-4-chloro-5-methyl- N-(1 H-benzo[ d]imidazol-2(3 H)-ylidene)Benzenesulfonamides. Int J Mol Sci 2020; 21:E2924. [PMID: 32331219 PMCID: PMC7215599 DOI: 10.3390/ijms21082924] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Revised: 04/16/2020] [Accepted: 04/20/2020] [Indexed: 02/08/2023] Open
Abstract
A series of novel 2-[(4-amino-6-R2-1,3,5-triazin-2-yl)methylthio]-4-chloro-5-methyl-N-(5-R1-1H-benzo[d]imidazol-2(3H)-ylidene)benzenesulfonamides 6-49 was synthesized by the reaction of 5-substituted ethyl 2-{5-R1-2-[N-(5-chloro-1H-benzo[d]imidazol-2(3H)-ylidene)sulfamoyl]-4-methylphenylthio}acetate with appropriate biguanide hydrochlorides. The most active compounds, 22 and 46, showed significant cytotoxic activity and selectivity against colon (HCT-116), breast (MCF-7) and cervical cancer (HeLa) cell lines (IC50: 7-11 µM; 15-24 µM and 11-18 µM), respectively. Further QSAR (Quantitative Structure-Activity Relationships) studies on the cytotoxic activity of investigated compounds toward HCT-116, MCF-7 and HeLa were performed by using different topological (2D) and conformational (3D) molecular descriptors based on the stepwise multiple linear regression technique (MLR). The QSAR studies allowed us to make three statistically significant and predictive models for them. Moreover, the molecular docking studies were carried out to evaluate the possible binding mode of the most active compounds, 22 and 46, within the active site of the MDM2 protein.
Collapse
Affiliation(s)
- Łukasz Tomorowicz
- Department of Organic Chemistry, Medical University of Gdańsk, Al. Gen. J. Hallera 107, 80-416 Gdansk, Poland; (Ł.T.); (K.S.)
| | - Jarosław Sławiński
- Department of Organic Chemistry, Medical University of Gdańsk, Al. Gen. J. Hallera 107, 80-416 Gdansk, Poland; (Ł.T.); (K.S.)
| | - Beata Żołnowska
- Department of Organic Chemistry, Medical University of Gdańsk, Al. Gen. J. Hallera 107, 80-416 Gdansk, Poland; (Ł.T.); (K.S.)
| | - Krzysztof Szafrański
- Department of Organic Chemistry, Medical University of Gdańsk, Al. Gen. J. Hallera 107, 80-416 Gdansk, Poland; (Ł.T.); (K.S.)
| | - Anna Kawiak
- Department of Biotechnology, Intercollegiate Faculty of Biotechnology, University of Gdańsk and Medical University of Gdańsk, ul. Abrahama 58, 80-307 Gdansk, Poland;
| |
Collapse
|
9
|
Wu C, Muhataer X, Wang W, Deng M, Jin R, Lian Z, Luo D, Li Y, Yang X. Abnormal DNA methylation patterns in patients with infection‑caused leukocytopenia based on methylation microarrays. Mol Med Rep 2020; 21:2335-2348. [PMID: 32323775 PMCID: PMC7185277 DOI: 10.3892/mmr.2020.11061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Accepted: 02/07/2020] [Indexed: 11/05/2022] Open
Abstract
The present study aimed to investigate the association between gene methylation and leukocytopenia from the perspective of gene regulation. A total of 30 patients confirmed as having post-infection leukocytopenia at People's Hospital of Xinjiang Uygur Autonomous Region between January 2016 and June 2017 were successively recruited as the leukocytopenia group; 30 patients with post-infection leukocytosis were enrolled as the leukocytosis group. In addition, 30 healthy volunteers who received a health examination at the hospital during the same period were included as the normal control group. In each group, four individuals were randomly selected for whole genome methylation screening. After selection of key methylation sites, the remaining samples in each group were used for verification using matrix-assisted laser desorption/ionization-time of flight mass spectrometry. The levels of serum complement factors C3 and C5 in the leukocytopenia group were significantly lower than those in the other two groups (P<0.05). According to whole-genome DNA methylation detection, 66 and 27 methylation loci may be associated with leukocytopenia and leukocytosis, respectively. Most of these abnormal loci are located on chromosomes 2, 6, 7, 1, 17 and 11. The rates of WW domain containing E3 ubiquitin protein ligase 2 gene methylation at cytosine-phosphate-guanine (CpG)_1, CpG_5/6 and CpG_7 in the leukocytopenia group were higher than in the other two groups (P<0.05); the rate of AKT2 CpG_1 methylation was higher in the leukocytopenia group than in the other two groups (P<0.05); the rate of calcium-binding atopy-related autoantigen 1 gene CpG_2 methylation was higher in the leukocytosis group than in the normal control group (P<0.05); and the rate of NADPH oxidase 5 gene CpG_3 methylation was higher in the leukocytosis group than in the normal control group (P<0.05). Chemotactic factor secretion and cell migration abnormalities, ubiquitination modification disorders and reduced oxidative burst may participate in infection-complicated leukocytopenia. The results of this study shed new light on the molecular biological mechanisms of infection-complicated leukocytopenia and provide novel avenues for diagnosis and treatment.
Collapse
Affiliation(s)
- Chao Wu
- Department of Respiratory and Critical Care Medicine, People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang Uygur Autonomous Region 830001, P.R. China
| | - Xirennayi Muhataer
- Department of Respiratory and Critical Care Medicine, People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang Uygur Autonomous Region 830001, P.R. China
| | - Wenyi Wang
- Department of Respiratory and Critical Care Medicine, People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang Uygur Autonomous Region 830001, P.R. China
| | - Mingqin Deng
- Department of Respiratory and Critical Care Medicine, People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang Uygur Autonomous Region 830001, P.R. China
| | - Rong Jin
- Department of Respiratory and Critical Care Medicine, People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang Uygur Autonomous Region 830001, P.R. China
| | - Zhichuang Lian
- Department of Respiratory and Critical Care Medicine, People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang Uygur Autonomous Region 830001, P.R. China
| | - Dan Luo
- Department of Respiratory and Critical Care Medicine, People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang Uygur Autonomous Region 830001, P.R. China
| | - Yafang Li
- Department of Respiratory and Critical Care Medicine, People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang Uygur Autonomous Region 830001, P.R. China
| | - Xiaohong Yang
- Department of Respiratory and Critical Care Medicine, People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang Uygur Autonomous Region 830001, P.R. China
| |
Collapse
|
10
|
Harikrishnan A, Veena V, Lakshmi B, Shanmugavalli R, Theres S, Prashantha CN, Shah T, Oshin K, Togam R, Nandi S. Atranorin, an antimicrobial metabolite from lichen Parmotrema rampoddense exhibited in vitro anti-breast cancer activity through interaction with Akt activity. J Biomol Struct Dyn 2020; 39:1248-1258. [PMID: 32096436 DOI: 10.1080/07391102.2020.1734482] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Atranorin (ATR), lichenized secondary metabolite and depside molecule with several biological potentials such as antimicrobial, anticancer, anti-inflammatory, antinociceptive, wound healing and photoprotective activities. Cytotoxic reports of ATR are documented in several cancer cells and in vivo models but its molecular interaction studies are poorly understood. Therefore, in this present investigation, we have used the in silico studies with biological validation of the molecular targets for the anti-breast cancer mechanism of ATR. The molecular docking studies with the breast cancer oncoproteins such as Bcl-2, Bax, Akt, Bcl-w and Bcl-xL revealed the highest interaction was observed with the Akt followed by Bax, Bcl-xL and Bcl-2 & least with the Bcl-w proteins. The cytotoxicity studies showed ATR selectively inhibited MDA MB-231 and MCF-7 breast cancer cells in differential and dose-dependent manner with the IC50 concentration of 5.36 ± 0.85 μM and 7.55 ± 1.2 μM respectively. Further mechanistic investigations revealed that ATR significantly inhibited ROS production and significantly down-regulated the anti apoptotic Akt than Bcl-2, Bcl-xL and Bcl-w proteins with a significant increase in the Bax level and caspases-3 activity in the breast cancer cells when comparison with Akt inhibitor, ipatasertib. In vitro biological activities well correlated with the molecular interaction data suggesting that atranorin had higher interaction with Akt than Bax and Bcl-2 but weak interaction with Bcl-w and Bcl-xL. In this present study, the first time we report the interactions of atranorin with molecular targets for anti-breast cancer potential. Hence, ATR represents the nature-inspired molecule for pharmacophore moiety for design in targeted therapy.Communicated by Ramaswamy H. Sarma.
Collapse
Affiliation(s)
- Adhikesavan Harikrishnan
- Department of Chemistry, School of Arts and Sciences, Vinayaka Mission Research Foundation-Aarupadai Veedu (VMRF-AV) Campus, Chennai, Tamil Nadu, India
| | - V Veena
- Department of Biotechnology, School of Applied Sciences, REVA University, Bangalore, Karnataka, India
| | - B Lakshmi
- Department of Chemistry, School of Applied Sciences, REVA University, Bangalore, Karnataka, India
| | - R Shanmugavalli
- Department of Chemistry, School of Arts and Sciences, Vinayaka Mission Research Foundation-Aarupadai Veedu (VMRF-AV) Campus, Chennai, Tamil Nadu, India
| | - Sonia Theres
- Department of Chemistry, Kanchi Mamunivar Centre for Postgraduate Studies (KMCPGS), Puducherry, India
| | - C N Prashantha
- Department of Biotechnology, School of Applied Sciences, REVA University, Bangalore, Karnataka, India
| | - Tanya Shah
- Department of Biotechnology, School of Applied Sciences, REVA University, Bangalore, Karnataka, India
| | - K Oshin
- Department of Biotechnology, School of Applied Sciences, REVA University, Bangalore, Karnataka, India
| | - Ringu Togam
- Department of Biotechnology, School of Applied Sciences, REVA University, Bangalore, Karnataka, India
| | - Sisir Nandi
- Department of Pharmaceutical Chemistry, Global Institute of Pharmaceutical Education and Research (GIPER), Affiliated to Uttarakhand Technical University, Kashipur, Uttarakhand, India
| |
Collapse
|
11
|
Thirumal Kumar D, Jain N, Evangeline J, Kamaraj B, Siva R, Zayed H, George Priya Doss C. A computational approach for investigating the mutational landscape of RAC-alpha serine/threonine-protein kinase (AKT1) and screening inhibitors against the oncogenic E17K mutation causing breast cancer. Comput Biol Med 2019; 115:103513. [DOI: 10.1016/j.compbiomed.2019.103513] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 10/15/2019] [Accepted: 10/16/2019] [Indexed: 02/07/2023]
|
12
|
Mahmood K, Akhter Z, Asghar MA, Mirza B, Ismail H, Liaqat F, Kalsoom S, Ashraf AR, Shabbir M, Qayyum MA, McKee V. Synthesis, characterization and biological evaluation of novel benzimidazole derivatives. J Biomol Struct Dyn 2019; 38:1670-1682. [PMID: 31074356 DOI: 10.1080/07391102.2019.1617783] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
In search of achieving less toxic and more potent chemotherapeutics, three novel heterocyclic benzimidazole derivatives: 2-(1H-benzo[d]imidazol-2-yl)-4-chlorophenol (BM1), 4-chloro-2-(6-methyl-1H-benzo[d]imidazol-2-yl)phenol (BM2) and 4-chloro-2-(6-nitro-1H-benzo[d]imidazol-2-yl)phenol (BM3) with DNA-targeting properties, were synthesized and fully characterized by important physicochemical techniques. The DNA binding properties of the compounds were investigated by UV-Visible absorption titrations and thermal denaturation experiments. These molecules exhibited a good binding propensity to fish sperm DNA (FS-DNA), as evident from the high binding constants (Kb) values: 1.9 × 105, 1.39 × 105 and 1.8 × 104 M‒1 for BM1, BM2 and BM3, respectively. Thermal melting studies of DNA further validated the absorption titration results and best interaction was manifested by BM1 with ΔTm = 4.96 °C. The experimental DNA binding results were further validated theoretically by molecular docking study. It was confirmed that the molecules (BM1-BM3) bind to DNA via an intercalative and groove binding mode. The investigations showed a correlation between binding constants and energies obtained experimentally and through molecular docking, indicating a binding preference of benzimidazole derivatives with the minor groove of DNA. BM1 was the preferential candidate for DNA binding because of its flat structure, π-π interactions and less steric hindrance. To complement the DNA interaction, antimicrobial assays (antibacterial & antifungal) were performed. It was observed that compound BM2 showed promising activity against all bacterial strains (Micrococcus luteus, Staphylococcus aureus, Enterobacter aerogenes and Escherichia coli) and fungi (Aspergillus flavus, Aspergillus fumigatus and Fusarium solani), while rest of the compounds were active against selective strains. The MIC values of BM2 were found to be in the range of 12.5 ± 2.2-25 ± 1.5 µg/mL. Thus, the compound BM2 was found to be the effective DNA binding antimicrobial agent. Furthermore, the preliminary cytotoxic properties of synthesized compounds were evaluated by brine shrimps lethality assay to check their nontoxic nature towards healthy normal cells.Communicated by Ramaswamy H. Sarma.
Collapse
Affiliation(s)
- Khalid Mahmood
- Department of Chemistry, Quaid-i-Azam University, Islamabad, Pakistan
| | - Zareen Akhter
- Department of Chemistry, Quaid-i-Azam University, Islamabad, Pakistan
| | | | - Bushra Mirza
- Department of Biochemistry, Quaid-i-Azam University, Islamabad, Pakistan
| | - Hammad Ismail
- Department of Biochemistry, University of Gujrat, Gujrat, Pakistan
| | - Faroha Liaqat
- Department of Chemistry, Quaid-i-Azam University, Islamabad, Pakistan
| | - Saima Kalsoom
- Center for Interdisciplinary Research in Basic Sciences (CIRBS), International Islamic University, Islamabad, Pakistan
| | - Ahmad Raza Ashraf
- Department of Chemistry, Quaid-i-Azam University, Islamabad, Pakistan
| | - Muhammad Shabbir
- Department of Chemistry, Quaid-i-Azam University, Islamabad, Pakistan
| | | | - Vickie McKee
- School of Chemical Sciences, Dublin City University, Glasnevin, Ireland
| |
Collapse
|
13
|
Afzal M, Usman M, Al-Lohedan HA, Tabassum S. Synthesis and characterization of heterobimetallic Sn IV-Cu II/Zn II complexes: DFT studies, cleavage potential and cytotoxic activity. J Biomol Struct Dyn 2019; 38:1130-1142. [PMID: 30885099 DOI: 10.1080/07391102.2019.1596837] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Heterobimetallic complexes [Cu(L)Sn(CH3)2(H2O)(Cl)] (3) and [Zn(L)Sn(CH3)2(H2O)(Cl)] (4) have been synthesized from their monometallic analogs [Cu(L)(H2O)(Cl)] (1) and [Zn(L)(H2O)(Cl)] (2) of Schiff base ligand (L) which were characterized by various spectroscopic and analytical methods. DFT calculations were carried out to simulate the vibrational spectra to support the anticipated structures. The interaction studies of ligand (L) and complexes (1-4) with CT-DNA were performed by employing UV-vis, and fluorescence spectroscopic techniques which revealed that heterobimetallic complexes 3 and 4 showed higher affinity with DNA due to dual mode of action as compared to monometallic complexes 1 and 2. Further, validation of the interaction studies was accomplished by carrying out molecular docking studies with DNA. Gel assay displayed that both the complexes have ability to cleave DNA efficiently and are specific minor groove binders. CuII-SnIV complex 3 cleaved pBR322 DNA via oxidative mechanism, while ZnII-SnIV complex 4 followed hydrolytic cleavage pathway. In vitro cytotoxicity evaluation of complex 3 was tested on a different cancer cell lines showing promising antitumor activity.Communicated by Ramaswamy H. Sarma.
Collapse
Affiliation(s)
- Mohd Afzal
- Department of Chemistry, Aligarh Muslim University, Aligarh, India
| | - Mohammad Usman
- Department of Chemistry, Aligarh Muslim University, Aligarh, India
| | - Hamad A Al-Lohedan
- Surfactant Research Chair, Department of Chemistry, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Sartaj Tabassum
- Surfactant Research Chair, Department of Chemistry, College of Science, King Saud University, Riyadh, Saudi Arabia
| |
Collapse
|
14
|
Wang Z, Chen Z, Li J, Huang J, Zheng C, Liu JP. Combined 3D-QSAR, molecular docking and molecular dynamics study on the benzimidazole inhibitors targeting HCV NS5B polymerase. J Biomol Struct Dyn 2019; 38:1071-1082. [PMID: 30915896 DOI: 10.1080/07391102.2019.1593244] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
The hepatitis C virus (HCV)-infected population has continued to grow during recent years, and novel HCV antiviral agents are urgently needed. In this work, a combined theoretical study was performed on the HCV non-structural 5B (NS5B) polymerase and 53 benzimidazole inhibitors. Comparative molecular field analysis (CoMFA) and comparative molecular similarity indices analysis (CoMSIA) were carried out with ligand-based and receptor-based alignments. Ligand-based QSAR models (cross-validated q2 of 0.918 for CoMFA and 0.825 for CoMSIA) were found to be superior to receptor-based approaches (cross-validated q2 of 0.765 for CoMFA and 0.740 for CoMSIA). Based on the most predictive CoMFA and CoMSIA models, the structural features that were essential for the inhibitory activity of benzimidazoles were characterized. A molecular dynamics study revealed that the induced fit effect between NS5B and its substrate may be responsible for the inferiority of the receptor-based CoMFA and CoMSIA models. The binding-free energy calculated using the MM/PBSA method correlated well with the experimental results and revealed that the van der Waals and electrostatic interactions most contributed to the binding. In addition, energetically favorable NS5B residues were identified by the per-residue decomposition of binding-free energy. The results presented in this work provide meaningful information for the design of novel benzimidazole inhibitors targeting the NS5B polymerase.Communicated by Ramaswamy H. Sarma.
Collapse
Affiliation(s)
- Zhiguo Wang
- Institute of Ageing Research, School of Medicine, Hangzhou Normal University, Hangzhou, Zhejiang, China
| | - Zhenming Chen
- Laboratory of Biocatalysis, College of Life & Environmental Sciences, Hangzhou Normal University, Hangzhou, Zhejiang, China
| | - Jianfeng Li
- Institute of Ageing Research, School of Medicine, Hangzhou Normal University, Hangzhou, Zhejiang, China
| | - Jing Huang
- Institute of Ageing Research, School of Medicine, Hangzhou Normal University, Hangzhou, Zhejiang, China
| | - Chenni Zheng
- Laboratory of Biocatalysis, College of Life & Environmental Sciences, Hangzhou Normal University, Hangzhou, Zhejiang, China
| | - Jun-Ping Liu
- Institute of Ageing Research, School of Medicine, Hangzhou Normal University, Hangzhou, Zhejiang, China.,Department of Immunology, Central Eastern Clinical School, Monash University, Melbourne, Vitoria, Australia.,Hudson Institute of Medical Research, Clayton, Victoria, Australia.,Department of Molecular and Translational Science, Monash University, Clayton, Victoria, Australia
| |
Collapse
|
15
|
Gawandi SJ, Desai VG, Shingade SG. Design, synthesis, and biological evaluation of 1,3,5-trisubstituted pyrazoles as tyrosine kinase inhibitors. Med Chem Res 2019. [DOI: 10.1007/s00044-018-2282-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
|
16
|
Liu L, Fan S, Li W, Tao W, Shi T, Zhao YL. Theoretical Investigation of the Structural Characteristics in the Active State of Akt1 Kinase. J Chem Inf Model 2019; 59:316-325. [PMID: 30571108 DOI: 10.1021/acs.jcim.8b00506] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Akt (known as protein kinase B or PKB) is a serine/threonine kinase that regulates multiple biological processes, including cell growth, survival, and differentiation. Akt plays a critical role in the intracellular signaling network through conformational changes responsive to diverse signal inputs, and dysregulation of Akt activity could give rise to a number of diseases. However, understanding of Akt's dynamic structures and conformational transitions between active and inactive states remains unclear. In this work, classical MD simulations and QM/MM calculations were carried out to unveil the structural characteristics of Akt1, especially in its active state. The doubly protonated H194 was investigated, and both ATP-Akt1 and ADP-Akt1 complexes were constructed to demonstrate the significance of ATP in maintaining the ATP-K179-E198 salt bridge and the corresponding allosteric pathway. Besides, conformational transitions from the inactive state to the active state showed different permeation patterns of water molecules in the ATP pocket. The coordination modes of Mg2+ in the dominant representative conformations ( I and I') are presented. Unlike the water-free conformation I', three water molecules appear around Mg2+ in the water-occupied conformation I, which can finally exert an influence on the catalytic mechanism of Akt1. Furthermore, QM/MM calculations were performed to study the phosphoryl-transfer reaction of Akt1. The transfer of ATP γ-phosphate was achieved through a reversible conformational change from the reactant to a critical prereaction state, with a water molecule moving into the reaction center to coordinate with Mg2+, after which the γ-phosphate group was transferred from ATP to the substrate. Taken together, our results elucidate the structural characteristics of the Akt1 active state and shed new light on the catalytic mechanism of Akt kinases.
Collapse
Affiliation(s)
- Lanxuan Liu
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic and Developmental Sciences, School of Life Sciences and Biotechnology , Shanghai Jiao Tong University , 800 Dongchuan Road , Shanghai 200240 , China
| | - Shuobing Fan
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic and Developmental Sciences, School of Life Sciences and Biotechnology , Shanghai Jiao Tong University , 800 Dongchuan Road , Shanghai 200240 , China
| | - Wenjuan Li
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic and Developmental Sciences, School of Life Sciences and Biotechnology , Shanghai Jiao Tong University , 800 Dongchuan Road , Shanghai 200240 , China
| | - Wentao Tao
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic and Developmental Sciences, School of Life Sciences and Biotechnology , Shanghai Jiao Tong University , 800 Dongchuan Road , Shanghai 200240 , China
| | - Ting Shi
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic and Developmental Sciences, School of Life Sciences and Biotechnology , Shanghai Jiao Tong University , 800 Dongchuan Road , Shanghai 200240 , China
| | - Yi-Lei Zhao
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic and Developmental Sciences, School of Life Sciences and Biotechnology , Shanghai Jiao Tong University , 800 Dongchuan Road , Shanghai 200240 , China
| |
Collapse
|
17
|
Hameed R, Khan A, Khan S, Perveen S. Computational Approaches Towards Kinases as Attractive Targets for Anticancer Drug Discovery and Development. Anticancer Agents Med Chem 2018; 19:592-598. [PMID: 30306880 DOI: 10.2174/1871520618666181009163014] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2017] [Revised: 04/09/2018] [Accepted: 09/03/2018] [Indexed: 01/07/2023]
Abstract
BACKGROUND One of the major goals of computational chemists is to determine and develop the pathways for anticancer drug discovery and development. In recent past, high performance computing systems elicited the desired results with little or no side effects. The aim of the current review is to evaluate the role of computational chemistry in ascertaining kinases as attractive targets for anticancer drug discovery and development. METHODS Research related to computational studies in the field of anticancer drug development is reviewed. Extensive literature on achievements of theorists in this regard has been compiled and presented with special emphasis on kinases being the attractive anticancer drug targets. RESULTS Different approaches to facilitate anticancer drug discovery include determination of actual targets, multi-targeted drug discovery, ligand-protein inverse docking, virtual screening of drug like compounds, formation of di-nuclear analogs of drugs, drug specific nano-carrier design, kinetic and trapping studies in drug design, multi-target QSAR (Quantitative Structure Activity Relationship) model, targeted co-delivery of anticancer drug and siRNA, formation of stable inclusion complex, determination of mechanism of drug resistance, and designing drug like libraries for the prediction of drug-like compounds. Protein kinases have gained enough popularity as attractive targets for anticancer drugs. These kinases are responsible for uncontrolled and deregulated differentiation, proliferation, and cell signaling of the malignant cells which result in cancer. CONCLUSION Interest in developing drugs through computational methods is a growing trend, which saves equally the cost and time. Kinases are the most popular targets among the other for anticancer drugs which demand attention. 3D-QSAR modelling, molecular docking, and other computational approaches have not only identified the target-inhibitor binding interactions for better anticancer drug discovery but are also designing and predicting new inhibitors, which serve as lead for the synthetic preparation of drugs. In light of computational studies made so far in this field, the current review highlights the importance of kinases as attractive targets for anticancer drug discovery and development.
Collapse
Affiliation(s)
- Rabia Hameed
- Department of Chemistry, COMSATS University Islamabad, Abbottabad Campus, Abbottabad 22060, Pakistan
| | - Afsar Khan
- Department of Chemistry, COMSATS University Islamabad, Abbottabad Campus, Abbottabad 22060, Pakistan
| | - Sehroon Khan
- Key Laboratory of Economic Plants and Biotechnology, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 560201, Yunnan, China
| | - Shagufta Perveen
- Department of Pharmacognosy, College of Pharmacy, King Saud University, P.O. Box 2457, Riyadh 11451, Saudi Arabia
| |
Collapse
|
18
|
Gopalaiah K, Rao DC, Mahiya K, Tiwari A. Iron-Catalyzed Aerobic Oxidative Cleavage and Construction of C−N Bonds: A Facile Method for Synthesis of 2,4,6-Trisubstituted Pyridines. ASIAN J ORG CHEM 2018. [DOI: 10.1002/ajoc.201800312] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
- Kovuru Gopalaiah
- Organic Synthesis and Catalysis Laboratory; Department of Chemistry; University of Delhi; Delhi 110007 India
| | - Devarapalli Chenna Rao
- Organic Synthesis and Catalysis Laboratory; Department of Chemistry; University of Delhi; Delhi 110007 India
| | - Kuldeep Mahiya
- Organic Synthesis and Catalysis Laboratory; Department of Chemistry; University of Delhi; Delhi 110007 India
| | - Ankit Tiwari
- Organic Synthesis and Catalysis Laboratory; Department of Chemistry; University of Delhi; Delhi 110007 India
| |
Collapse
|
19
|
Mishra V, Pathak C. Structural insights into pharmacophore-assisted in silico identification of protein-protein interaction inhibitors for inhibition of human toll-like receptor 4 - myeloid differentiation factor-2 (hTLR4-MD-2) complex. J Biomol Struct Dyn 2018; 37:1968-1991. [PMID: 29842849 DOI: 10.1080/07391102.2018.1474804] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
Abstract
Toll-like receptor 4 (TLR4) is a member of Toll-Like Receptors (TLRs) family that serves as a receptor for bacterial lipopolysaccharide (LPS). TLR4 alone cannot recognize LPS without aid of co-receptor myeloid differentiation factor-2 (MD-2). Binding of LPS with TLR4 forms a LPS-TLR4-MD-2 complex and directs downstream signaling for activation of immune response, inflammation and NF-κB activation. Activation of TLR4 signaling is associated with various pathophysiological consequences. Therefore, targeting protein-protein interaction (PPI) in TLR4-MD-2 complex formation could be an attractive therapeutic approach for targeting inflammatory disorders. The aim of present study was directed to identify small molecule PPI inhibitors (SMPPIIs) using pharmacophore mapping-based approach of computational drug discovery. Here, we had retrieved the information about the hot spot residues and their pharmacophoric features at both primary (TLR4-MD-2) and dimerization (MD-2-TLR4*) protein-protein interaction interfaces in TLR4-MD-2 homo-dimer complex using in silico methods. Promising candidates were identified after virtual screening, which may restrict TLR4-MD-2 protein-protein interaction. In silico off-target profiling over the virtually screened compounds revealed other possible molecular targets. Two of the virtually screened compounds (C11 and C15) were predicted to have an inhibitory concentration in μM range after HYDE assessment. Molecular dynamics simulation study performed for these two compounds in complex with target protein confirms the stability of the complex. After virtual high throughput screening we found selective hTLR4-MD-2 inhibitors, which may have therapeutic potential to target chronic inflammatory diseases.
Collapse
Affiliation(s)
- Vinita Mishra
- a Department of Cell Biology, School of Biological Sciences & Biotechnology , Indian Institute of Advanced Research, Koba Institutional Area , Gandhinagar , India
| | - Chandramani Pathak
- a Department of Cell Biology, School of Biological Sciences & Biotechnology , Indian Institute of Advanced Research, Koba Institutional Area , Gandhinagar , India
| |
Collapse
|
20
|
Sharma T, Siddiqi MI. In silico identification and design of potent peptide inhibitors against PDZ-3 domain of Postsynaptic Density Protein (PSD-95). J Biomol Struct Dyn 2018; 37:1241-1253. [PMID: 29557723 DOI: 10.1080/07391102.2018.1454851] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Unique intrinsic properties of peptides like low toxicity, high biological activity, and specificity make them attractive therapeutic agents. PDZ-binding peptide inhibitors have been demonstrated for curing of Alzheimer, Parkinson, Dementia, and other central nervous system ailments. In this article, we report the successful use of an integrated computational protocol to analyze the structural basis of how peptides bind to the shallow groove of the third PDZ domain (PDZ-3) from the postsynaptic density (PSD-95) protein. This protocol employs careful and precise computational techniques for design of new strategy for predicting novel and potent peptides against PDZ protein. We attempted to generate a pharmacophore model using crystal structure of peptide inhibitor bound to the PDZ-3. A highly specific and sensitive generated pharmacophore model was used for screening virtual database generated using different combination of amino acid substitutions as well as decoy peptide database for its sensitivity and specificity. Identified hit peptides were further analyzed by docking studies, and their stability analyzed using solvated molecular dynamics. Quantum Mechanics/Molecular Mechanics (QM/MM) interaction energy and GMX-PBSA scoring schemes were used for ranking of stable peptides. Computational approach applied here generated encouraging results for identifying peptides against PDZ interaction model. The workflow can be further exercised as a virtual screening technique for reducing the search space for candidate target peptides against PDZ domains.
Collapse
Affiliation(s)
- Tanuj Sharma
- a Laboratory of Computational Biology and Bioinformatics, Division of Molecular and Structural Biology , CSIR-Central Drug Research Institute , Lucknow 226031 , India
| | - Mohammad Imran Siddiqi
- a Laboratory of Computational Biology and Bioinformatics, Division of Molecular and Structural Biology , CSIR-Central Drug Research Institute , Lucknow 226031 , India.,b Academy of Scientific and Innovative Research (AcSIR) , CSIR-Central Drug Research Institute , Campus, Lucknow 226031 , India
| |
Collapse
|
21
|
Kumar R, Maurya R, Saran S. Introducing a simple model system for binding studies of known and novel inhibitors of AMPK: a therapeutic target for prostate cancer. J Biomol Struct Dyn 2018; 37:781-795. [PMID: 29447108 DOI: 10.1080/07391102.2018.1441069] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Prostate cancer (PC) is one of the leading cancers in men, raising a serious health issue worldwide. Due to lack of suitable biomarker, their inhibitors and the platform for testing those inhibitors result in poor prognosis of PC. AMP-activated protein kinase (AMPK) is a highly conserved protein kinase found in eukaryotes that is involved in growth and development, and also acts as a therapeutic target for PC. The aim of the present study is to identify novel potent inhibitors of AMPK and propose a simple cellular model system for understanding its biology. Structural modelling and MD simulations were performed to construct and refine the 3D models of Dictyostelium and human AMPK. Binding mechanisms of different drug compounds were studied by performing molecular docking, molecular dynamics and MM-PBSA methods. Two novel drugs were isolated having higher binding affinity over the known drugs and hydrophobic forces that played a key role during protein-ligand interactions. The study also explored the simple cellular model system for drug screening and understanding the biology of a therapeutic target by performing in vitro experiments.
Collapse
Affiliation(s)
- Rakesh Kumar
- a School of Life Sciences , Jawaharlal Nehru University , New Delhi 110067 , India
| | - Ranjana Maurya
- a School of Life Sciences , Jawaharlal Nehru University , New Delhi 110067 , India
| | - Shweta Saran
- a School of Life Sciences , Jawaharlal Nehru University , New Delhi 110067 , India
| |
Collapse
|
22
|
Zboray K, Mohrherr J, Stiedl P, Pranz K, Wandruszka L, Grabner B, Eferl R, Moriggl R, Stoiber D, Sakamoto K, Wagner K, Popper H, Casanova E, Moll HP. AKT3 drives adenoid cystic carcinoma development in salivary glands. Cancer Med 2018; 7:445-453. [PMID: 29282901 PMCID: PMC5806106 DOI: 10.1002/cam4.1293] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Revised: 10/26/2017] [Accepted: 11/26/2017] [Indexed: 12/14/2022] Open
Abstract
Salivary gland cancer is an aggressive and painful cancer, but a rare tumor type accounting for only ~0.5% of cancer cases. Tumors of the salivary gland exhibit heterogeneous histologic and genetic features and they are subdivided into different subtypes, with adenoid cystic carcinomas (ACC) being one of the most abundant. Treatment of ACC patients is afflicted by high recurrence rates, the high potential of the tumors to metastasize, as well as the poor response of ACC to chemotherapy. A prerequisite for the development of targeted therapies is insightful genetic information for driver core cancer pathways. Here, we developed a transgenic mouse model toward establishment of a preclinical model. There is currently no available mouse model for adenoid cystic carcinomas as a rare disease entity to serve as a test system to block salivary gland tumors with targeted therapy. Based on tumor genomic data of ACC patients, a key role for the activation of the PI3K-AKT-mTOR pathway was suggested in tumors of secretory glands. Therefore, we investigated the role of Akt3 expression in tumorigenesis and report that Akt3 overexpression results in ACC of salivary glands with 100% penetrance, while abrogation of transgenic Akt3 expression could revert the phenotype. In summary, our findings validate a novel mouse model to study ACC and highlight the druggable potential of AKT3 in the treatment of salivary gland patients.
Collapse
Affiliation(s)
- Katalin Zboray
- Ludwig Boltzmann Institute for Cancer Research (LBI‐CR)ViennaAustria
| | - Julian Mohrherr
- Ludwig Boltzmann Institute for Cancer Research (LBI‐CR)ViennaAustria
| | - Patricia Stiedl
- Ludwig Boltzmann Institute for Cancer Research (LBI‐CR)ViennaAustria
| | - Klemens Pranz
- Ludwig Boltzmann Institute for Cancer Research (LBI‐CR)ViennaAustria
| | - Laura Wandruszka
- Ludwig Boltzmann Institute for Cancer Research (LBI‐CR)ViennaAustria
| | - Beatrice Grabner
- Ludwig Boltzmann Institute for Cancer Research (LBI‐CR)ViennaAustria
| | - Robert Eferl
- Institute of Cancer ResearchMedical University of ViennaComprehensive Cancer Center (CCC)ViennaAustria
| | - Richard Moriggl
- Ludwig Boltzmann Institute for Cancer Research (LBI‐CR)ViennaAustria
- Institute of Animal Breeding and GeneticsUniversity of Veterinary MedicineViennaAustria
- Medical University of ViennaViennaAustria
| | - Dagmar Stoiber
- Ludwig Boltzmann Institute for Cancer Research (LBI‐CR)ViennaAustria
- Institute of PharmacologyCenter for Physiology and PharmacologyMedical University of ViennaViennaAustria
| | - Kazuhito Sakamoto
- Eppley Institute for Research in Cancer and Allied DiseasesUniversity of Nebraska Medical CenterOmahaNebraska
| | - Kay‐Uwe Wagner
- Eppley Institute for Research in Cancer and Allied DiseasesUniversity of Nebraska Medical CenterOmahaNebraska
| | - Helmut Popper
- Institute of PathologyResearch Unit Molecular Lung and Pleura PathologyMedical University of GrazGraz8036Austria
| | - Emilio Casanova
- Ludwig Boltzmann Institute for Cancer Research (LBI‐CR)ViennaAustria
- Department of PhysiologyCenter of Physiology and PharmacologyComprehensive Cancer CenterMedical University of ViennaViennaAustria
| | - Herwig P. Moll
- Department of PhysiologyCenter of Physiology and PharmacologyComprehensive Cancer CenterMedical University of ViennaViennaAustria
| |
Collapse
|