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Loganathan L, Sankar J, Rajendran K, Muthusamy K. Theoretical investigation on known renin inhibitors and generation of ligand-based pharmacophore models for hypertension treatment. J Biomol Struct Dyn 2023:1-10. [PMID: 37897186 DOI: 10.1080/07391102.2023.2275186] [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: 05/19/2023] [Accepted: 10/20/2023] [Indexed: 10/29/2023]
Abstract
The renin enzyme is considered a promising target for hypertension and renal diseases. Over the last three decades, several experimental and theoretical studies have been engaged in the discovery of potent renin inhibitors. The identified inhibitors that undergo clinical trials are still failing to meet the criteria of potency and safety. To date, there is no specific FDA-approved drug for renin inhibition. Our theoretical opinion describes that the most potent compounds identified in experimental studies but lacking safety and overdose issues could be solved by finding similar molecules that are stable, very active, and have no side effects, which will kick start the drug discovery process. Here, we utilized the most potent direct renin inhibitors reported earlier, followed further by our theoretical study reported in 2019. Ligand-based virtual screening, density functional theory, and dynamic simulation studies were employed to explore the identified compounds and co-crystallized molecule in the protein structure. From the diverse databases, we have identified several identical molecules based on their structural features, such as functional groups like hydrophobic (H), aromatic rings (R), hydrogen bond acceptor (A), and donor (D). The HHHPR five-point pharmacophore feature was identified as a template pharmacophore to search the potential compounds from the Enamine and LifeChemical databases and have a good fitness score with known renin inhibitors. Furthermore, theoretical validation was done through several studies that confirmed the activity of the identified molecules. Overall, we propose that these compounds might break the failure in adverse events and improve the potency of hypertension treatment.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Lakshmanan Loganathan
- Pharmacogenomics and CADD Lab, Department of Bioinformatics, Alagappa University, Karaikudi, India
| | - Jeyanthi Sankar
- Pharmacogenomics and CADD Lab, Department of Bioinformatics, Alagappa University, Karaikudi, India
| | - Kannan Rajendran
- Department of General Medicine, Saveetha Medical College and Hospital, Chennai, India
| | - Karthikeyan Muthusamy
- Pharmacogenomics and CADD Lab, Department of Bioinformatics, Alagappa University, Karaikudi, India
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2
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Okunlola FO, Olotu FA, Soliman MES. Unveiling the mechanistic roles of chlorine substituted phthalazinone-based compounds containing chlorophenyl moiety towards the differential inhibition of poly (ADP-ribose) polymerase-1 in the treatment of lung cancer. J Biomol Struct Dyn 2022; 40:10878-10886. [PMID: 34463214 DOI: 10.1080/07391102.2021.1951354] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
PARP-1 has become an attractive target in cancer treatment owing to its significant role in breast and ovarian cancers. The design of highly selective and effective poly (ADP ribose) polymerase-1 inhibitors has significant therapeutic advantages and has remained the core of several PARP-1-based drug discovery research. The pharmacophoric relevance of a chlorine substituent in a recent study led to the design of compounds 11c (meta-chlorophenyl) and 11d (para-chlorophenyl). In this study, we resolved the mechanistic effects of the changes in chlorine positional orientation, which underlie the inhibitory potencies and selectivity exhibited disparately by 11c and 11d. Compared to 11d, among other multiple higher-affinity complementary interactions with key site residues, the meta-Cl positioning in 11c facilitated its optimal motion and orientation towards conserved residues Arg878 and Asp766 with consistent pi-cation and pi-anion interactions, respectively, thereby favoring the stability of the ligand towards PARP-1. These could account for the higher inhibitory potency exhibited by 11c relative to 11d against PARP-1. The thermodynamics calculation revealed that 11c had a relatively higher total binding energy (ΔGbind) than 11d. We also observed that 11d displayed high deviations, compared to 11c, indicative of its unstable binding orientation. Furthermore, we reported in this study that the high involvement of electrostatic and van der Waal effects potentiated the binding affinity and strength of 11c (ΔEvdW = -50.58 and ΔEele = -27.20) relative to 11d (ΔEvdW = -49.46 and ΔEele = -19.96) at PARP-1 binding pocket. We believe the findings in this current study would provide valuable insights into the design of selective PARP-1 inhibitors containing chlorine substituent for cancer treatment, including lung cancer.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Felix O Okunlola
- Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Fisayo A Olotu
- Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Mahmoud E S Soliman
- Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
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3
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Ai D, Wu J, Cai H, Zhao D, Chen Y, Wei J, Xu J, Zhang J, Wang L. A multi-task FP-GNN framework enables accurate prediction of selective PARP inhibitors. Front Pharmacol 2022; 13:971369. [DOI: 10.3389/fphar.2022.971369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Accepted: 09/14/2022] [Indexed: 11/13/2022] Open
Abstract
PARP (poly ADP-ribose polymerase) family is a crucial DNA repair enzyme that responds to DNA damage, regulates apoptosis, and maintains genome stability; therefore, PARP inhibitors represent a promising therapeutic strategy for the treatment of various human diseases including COVID-19. In this study, a multi-task FP-GNN (Fingerprint and Graph Neural Networks) deep learning framework was proposed to predict the inhibitory activity of molecules against four PARP isoforms (PARP-1, PARP-2, PARP-5A, and PARP-5B). Compared with baseline predictive models based on four conventional machine learning methods such as RF, SVM, XGBoost, and LR as well as six deep learning algorithms such as DNN, Attentive FP, MPNN, GAT, GCN, and D-MPNN, the evaluation results indicate that the multi-task FP-GNN method achieves the best performance with the highest average BA, F1, and AUC values of 0.753 ± 0.033, 0.910 ± 0.045, and 0.888 ± 0.016 for the test set. In addition, Y-scrambling testing successfully verified that the model was not results of chance correlation. More importantly, the interpretability of the multi-task FP-GNN model enabled the identification of key structural fragments associated with the inhibition of each PARP isoform. To facilitate the use of the multi-task FP-GNN model in the field, an online webserver called PARPi-Predict and its local version software were created to predict whether compounds bear potential inhibitory activity against PARPs, thereby contributing to design and discover better selective PARP inhibitors.
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Yu M, Yang Y, Sykes M, Wang S. Small-Molecule Inhibitors of Tankyrases as Prospective Therapeutics for Cancer. J Med Chem 2022; 65:5244-5273. [PMID: 35306814 DOI: 10.1021/acs.jmedchem.1c02139] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Tankyrases are multifunctional poly(adenosine diphosphate-ribose) polymerases that regulate diverse biological processes including telomere maintenance and cellular signaling. These processes are often implicated in a number of human diseases, with cancer being the most prevalent example. Accordingly, tankyrase inhibitors have gained increasing attention as potential therapeutics. Since the discovery of XAV939 and IWR-1 as the first tankyrase inhibitors over two decades ago, tankyrase-targeted drug discovery has made significant progress. This review starts with an introduction of tankyrases, with emphasis placed on their cancer-related functions. Small-molecule inhibitors of tankyrases are subsequently delineated based on their distinct modes of binding to the enzymes. In addition to inhibitors that compete with oxidized nicotinamide adenine dinucleotide (NAD+) for binding to the catalytic domain of tankyrases, non-NAD+-competitive inhibitors are detailed. This is followed by a description of three clinically trialled tankyrase inhibitors. To conclude, some of challenges and prospects in developing tankyrase-targeted cancer therapies are discussed.
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Affiliation(s)
- Mingfeng Yu
- Drug Discovery and Development, Clinical and Health Sciences, University of South Australia, Adelaide, South Australia 5000, Australia
| | - Yuchao Yang
- Drug Discovery and Development, Clinical and Health Sciences, University of South Australia, Adelaide, South Australia 5000, Australia
| | - Matthew Sykes
- Drug Discovery and Development, Clinical and Health Sciences, University of South Australia, Adelaide, South Australia 5000, Australia
| | - Shudong Wang
- Drug Discovery and Development, Clinical and Health Sciences, University of South Australia, Adelaide, South Australia 5000, Australia
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Okunlola FO, Akawa OB, Soliman MES. Could the spanning of NAM-AD subsites by poly (ADP ribose) polymerase inhibitors potentiate their selective inhibitory activity in breast cancer treatment? Insight from biophysical computations. MOLECULAR SIMULATION 2021. [DOI: 10.1080/08927022.2021.1994562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Felix O. Okunlola
- Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Oluwole B. Akawa
- Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Mahmoud E. S. Soliman
- Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
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6
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Okunlola FO, Akawa OB, Subair TI, Omolabi KF, Soliman MES. Unravelling the Mechanistic Role of Quinazolinone Pharmacophore in the Inhibitory Activity of Bis-quinazolinone Derivative on Tankyrase-1 in the Treatment of Colorectal Cancer (CRC) and Non-small Cell Lung Cancer (NSCLC): A Computational Approach. Cell Biochem Biophys 2021; 80:1-10. [PMID: 34453681 DOI: 10.1007/s12013-021-01027-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/28/2021] [Indexed: 11/25/2022]
Abstract
In recent years, tankyrase inhibition has gained a great focus as an anti-cancer strategy due to their modulatory effect on WNT/β-catenin pathway implicated in many malignancies, including colorectal cancer (CRC) and non-small cell lung cancer (NSCLC). Based on the structural homology in the catalytic domain of PARP enzymes, bis-quinazolinone 5 (Cpd 5) was designed to be a potent selective tankyrase inhibitor. In this study, we employed molecular dynamics simulations and binding energy analysis to decipher the underlying mechanism of TNK-1 inhibition by Cpd 5 in comparison with a known selective tankyrase, IWR-1. The Cpd 5 had a relatively higher ΔGbind than IWR-1 from the thermodynamics analysis, revealing the better inhibitory activity of Cpd 5 compared to IWR-1. High involvement of solvation energy (ΔGsol) and the van der Waals energy (ΔEvdW) potentiated the affinity of Cpd 5 at TNK-1 active site. Interestingly, the keto group and the N3 atom of the quinazolinone nucleus of Cpd 5, occupying the NAM subsite, was able to form H-bond with Gly1185, thereby favoring the better stability and higher inhibitory efficacy of Cpd 5 relative to IWR-1. Our analysis proved that the firm binding of Cpd 5 was achieved by the quinazolinone groups via the hydrophobic interactions with the side chains of key site residues at the two subsite regions: His1201, Phe1188, Ala1191, and Ile1192 at the AD subsite and Tyr1224, Tyr1213, and Ala1215 at the NAM subsite. Thus, Cpd 5 is dominantly bound through π-π stacked interactions and other hydrophobic interactions. We believe that findings from this study would provide an important rationale towards the structure-based design of improved selective tankyrase inhibitors in cancer therapy.
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Affiliation(s)
- Felix O Okunlola
- Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban, 4001, South Africa
| | - Oluwole B Akawa
- Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban, 4001, South Africa
| | - Temitayo I Subair
- Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban, 4001, South Africa
| | - Kehinde F Omolabi
- Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban, 4001, South Africa
| | - Mahmoud E S Soliman
- Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban, 4001, South Africa.
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8
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Jayaraj JM, Reteti E, Kesavan C, Muthusamy K. Structural insights on vitamin D receptor and screening of new potent agonist molecules: structure and ligand-based approach. J Biomol Struct Dyn 2020; 39:4148-4159. [DOI: 10.1080/07391102.2020.1775122] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
| | - Everlyne Reteti
- Department of Bioinformatics, Alagappa University, Karaikudi, India
| | - Chandrasekhar Kesavan
- Department of Medicine, Musculoskeletal Disease Center, JLP VA Medical Center, Loma Linda University, Loma Linda, CA, USA
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9
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Thymoquinone-chemotherapeutic combinations: new regimen to combat cancer and cancer stem cells. Naunyn Schmiedebergs Arch Pharmacol 2020; 393:1581-1598. [PMID: 32458010 DOI: 10.1007/s00210-020-01898-y] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Accepted: 05/06/2020] [Indexed: 12/13/2022]
Abstract
Cancer is a worldwide disease that causes millions of cases of mortality and morbidity. The major problem associated with the cancer is its resistance to conventional therapy and a high relapse rate. The use of chemotherapy to treat cancer began at the start of the twentieth century with attempts to control cancer. In time advance, many cancer chemotherapeutic agents have been developed for cancer treatment with different mechanisms of action including the alkylating agents, antimetabolites, antimicrotubule, topoisomerase inhibitors, and cytotoxic antibiotics, all of which have toxic effects toward normal cells in the body. Here, we reviewed chemotherapeutics' anticancer role potentiation and safety by thymoquinone (TQ) alone or in combination with the most common therapeutic drugs. Our search was done through PubMed, Science Direct, Springer Link, Taylor & Francis Online, Wiley Online Library, Nature publication group, SAGE Journals, and Web of Science databases. We recognized that TQ-chemotherapeutics combination increased chemo-modulation to the anticancer effect of different chemotherapeutics and protected the normal body cells from the toxic injuries that are induced by chemotherapeutics based on its antioxidant power. Moreover, the current study investigates the possible combinatory effect of TQ and chemotherapeutics to control cancer stem cells through molecular docking targeting of wingless/integrated (Wnt) and Hedgehog (Hh). We found that TQ modulates the Wnt and Hh pathways, by binding with tankyrase-2 and smoothened 7TM receptor, respectively, more efficiently than most chemotherapeutics drugs, while methotrexate showed high-binding affinity compared with TQ. Therefore, we encourage researchers to investigate the chemo-modulatory potential and protective effects of TQ in combination with chemotherapeutics for either cancer or cancer stem cell treatment.
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10
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Discovery of Novel Inhibitor for WNT/β-Catenin Pathway by Tankyrase 1/2 Structure-Based Virtual Screening. Molecules 2020; 25:molecules25071680. [PMID: 32268564 PMCID: PMC7180783 DOI: 10.3390/molecules25071680] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 03/26/2020] [Accepted: 03/31/2020] [Indexed: 12/22/2022] Open
Abstract
Aberrant activation of the WNT/β-catenin signaling pathway is implicated in various types of cancers. Inhibitors targeting the Wnt signaling pathway are intensively studied in the current cancer research field, the outcomes of which remain to be determined. In this study, we have attempted to discover novel potent WNT/β-catenin pathway inhibitors through tankyrase 1/2 structure-based virtual screening. After screening more than 13.4 million compounds through molecular docking, we experimentally verified one compound, LZZ-02, as the most potent inhibitor out of 11 structurally representative top hits. LiCl-induced HEK293 cells containing TOPFlash reporter showed that LZZ-02 inhibited the transcriptional activity of β-catenin with an IC50 of 10 ± 1.2 μM. Mechanistically, LZZ-02 degrades the expression of β-catenin by stabilizing axin 2, thereby diminishing downstream proteins levels, including c-Myc and cyclin D1. LZZ-02 also inhibits the growth of colonic carcinoma cell harboring constitutively active β-catenin. More importantly, LZZ-02 effectively shrinks tumor xenograft derived from colonic cell lines. Our study successfully identified a novel tankyrase 1/2 inhibitor and shed light on a novel strategy for developing inhibitors targeting the WNT/β-catenin signaling axis.
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11
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Loganathan L, Natarajan K, Muthusamy K. Computational study on cross-talking cancer signalling mechanism of ring finger protein 146, AXIN and Tankyrase protein complex. J Biomol Struct Dyn 2019; 38:5173-5185. [PMID: 31760854 DOI: 10.1080/07391102.2019.1696707] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Cancer is distinguished by uncontrolled cell growth and it is regulated by several environmental and genetic factors. The Wnt β-Catenin signaling pathway has been considered as the most significant colon cancer-targeted pathway. AXIN plays a major regulatory role in the Wnt signaling mechanism. The AXIN after PARsylated by TNKS is ubiqutinated by RNF146 through its WWE domain that leads to degradation of AXIN protein. Several studies have been proposed highlighting the inhibition of the PARsylation mechanism that mediates the degradation of AXIN and improves β-catenin stability. The present study focused on the identification of potential inhibitors for the inhibition of RNF146-TNKS complex through identifying potential RNF146 inhibitors to prevent ubiquitination of AXIN, further to confirm the regulatory role and inhibition mechanism of RNF146-AXIN and RNF146-TNKS. The docked complex was then evaluated using various computational analysis. Molecular interactions analysis was performed to observe the interacting residues between the protein complex. The compounds from various databases were docked with the RNF146 and complex proteins. Both the protein complex and ligand were analyzed for the confirmation of structural stability using molecular dynamics simulations. Selected compounds' atomic configuration and electron profile were analyzed through DFT calculations and ADME/T (Physico-chemical) properties. As a result, we found several common lead compounds for RNF146, TNKS protein inhibition. Therefore, the docked compounds may act as a better antagonist molecule for RNF146, TNKS and associated signaling molecules. Further, experimental validations are required to prove the potency of the identified compounds.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
| | - Keerthana Natarajan
- Department of Bioinformatics, Alagappa University, Karaikudi, Tamilnadu, India
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12
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Peters XQ, Malinga TH, Agoni C, Olotu FA, Soliman MES. Zoning in on Tankyrases: A Brief Review on the Past, Present and Prospective Studies. Anticancer Agents Med Chem 2019; 19:1920-1934. [PMID: 31648650 DOI: 10.2174/1871520619666191019114321] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Revised: 06/29/2019] [Accepted: 07/17/2019] [Indexed: 12/16/2022]
Abstract
BACKGROUND Tankyrases are known for their multifunctionalities within the poly(ADPribose) polymerases family and playing vital roles in various cellular processes which include the regulation of tumour suppressors. Tankyrases, which exist in two isoforms; Tankyrase 1 and 2, are highly homologous and an integral part of the Wnt β -catenin pathway that becomes overly dysregulated when hijacked by pro-carcinogenic machineries. METHODS In this review, we cover the distinct roles of the Tankyrase isoforms and their involvement in the disease pathogenesis. Also, we provide updates on experimentally and computationally derived antagonists of Tankyrase whilst highlighting the precedence of integrative computer-aided drug design methods towards the discovery of selective inhibitors. RESULTS Despite the high prospects embedded in the therapeutic targeting and blockade of Tankyrase isoforms, the inability of small molecule inhibitors to achieve selective targeting has remained a major setback, even until date. This explains numerous incessant drug design efforts geared towards the development of highly selective inhibitors of the respective Tankyrase isoforms since they mediate distinct aberrancies in disease progression. Therefore, considering the setbacks of conventional drug design methods, can computer-aided approaches actually save the day? CONCLUSION The implementation of computer-aided drug design techniques in Tankyrase research could help complement experimental methods and facilitate ligand/structure-based design and discovery of small molecule inhibitors with enhanced selectivity.
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Affiliation(s)
- Xylia Q Peters
- Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban 4001, South Africa
| | - Thembeka H Malinga
- Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban 4001, South Africa
| | - Clement Agoni
- Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban 4001, South Africa
| | - Fisayo A Olotu
- Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban 4001, South Africa
| | - Mahmoud E S Soliman
- Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban 4001, South Africa
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Jayaraj JM, Krishnasamy G, Lee JK, Muthusamy K. In silico identification and screening of CYP24A1 inhibitors: 3D QSAR pharmacophore mapping and molecular dynamics analysis. J Biomol Struct Dyn 2018; 37:1700-1714. [PMID: 29658431 DOI: 10.1080/07391102.2018.1464958] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Vitamin D is a key signalling molecule that plays a vital role in the regulation of calcium phosphate homeostasis and bone remodelling. The circulating biologically active form of vitamin D is regulated by the catabolic mechanism of cytochrome P450 24-hydroxylase (CYP24A1) enzyme. The over-expression of CYP24A1 negatively regulates the vitamin D level, which is the causative agent of chronic kidney disease, osteoporosis and several types of cancers. In this study, we found three potential lead molecules adverse to CYP24A1 through structure-based, atom-based pharmacophore and e-pharmacophore-based screening methods. Analysis was done by bioinformatics methods and tools like binding affinity (binding free energy), chemical reactivity (DFT studies) and molecular dynamics simulation (protein-ligand stability). Combined computational investigation showed that the compounds NCI_95001, NCI_382818 and UNPD_141613 may have inhibitory effects against the CYP24A1 protein.
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Affiliation(s)
- John Marshal Jayaraj
- a Department of Bioinformatics , Alagappa University , Karaikudi , Tamilnadu , India
| | - Gopinath Krishnasamy
- b Department of Chemical Engineering , Konkuk University , 1 Hwayang-Dong, Gwangin-Gu, Seoul , South Korea
| | - Jung-Kul Lee
- b Department of Chemical Engineering , Konkuk University , 1 Hwayang-Dong, Gwangin-Gu, Seoul , South Korea
| | - Karthikeyan Muthusamy
- a Department of Bioinformatics , Alagappa University , Karaikudi , Tamilnadu , India
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Ferri M, Liscio P, Carotti A, Asciutti S, Sardella R, Macchiarulo A, Camaioni E. Targeting Wnt-driven cancers: Discovery of novel tankyrase inhibitors. Eur J Med Chem 2017; 142:506-522. [PMID: 29107427 DOI: 10.1016/j.ejmech.2017.09.030] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2017] [Revised: 09/15/2017] [Accepted: 09/16/2017] [Indexed: 01/11/2023]
Abstract
Recent years have seen substantially heightened interest in the discovery of tankyrase inhibitors (TNKSi) as new promising anticancer agents. In this framework, the aim of this review article is focused on the description of potent TNKSi also endowed with disruptor activity toward the Wnt/β-catenin signaling pathway. Beginning with an overview of the most characterized TNKSi deriving from several drug design approaches and classifying them on the basis of the molecular interactions with the target, we discuss only those ones acting against Wnt cancer cell lines. In addition, comprehensive structure property relationships (SPR) emerging from the hit evolution processes and preclinical results are provided. We then review the most promising TNKSi hitherto reported in literature, acting in vivo models of Wnt-driven cancers. Some outlooks on current issues and future directions in this field are also discussed.
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Affiliation(s)
- Martina Ferri
- Department of Pharmaceutical Sciences, University of Perugia, Via del Liceo 1, 06123 Perugia, Italy
| | - Paride Liscio
- TES Pharma, Via P. Togliatti 22bis, 06073 Terrioli, Corciano, Italy
| | - Andrea Carotti
- Department of Pharmaceutical Sciences, University of Perugia, Via del Liceo 1, 06123 Perugia, Italy
| | - Stefania Asciutti
- Icahn School of Medicine at Mount Sinai, Department of Oncological Sciences, 1425 Madison Ave, New York, NY 10029 USA
| | - Roccaldo Sardella
- Department of Pharmaceutical Sciences, University of Perugia, Via del Liceo 1, 06123 Perugia, Italy
| | - Antonio Macchiarulo
- Department of Pharmaceutical Sciences, University of Perugia, Via del Liceo 1, 06123 Perugia, Italy
| | - Emidio Camaioni
- Department of Pharmaceutical Sciences, University of Perugia, Via del Liceo 1, 06123 Perugia, Italy.
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Pu Y, Zhang S, Chang Z, Zhang Y, Wang D, Zhang L, Li Y, Zuo Z. Discovery of new dual binding TNKS inhibitors of Wnt signaling inhibition by pharmacophore modeling, molecular docking and bioassay. MOLECULAR BIOSYSTEMS 2017; 13:363-370. [PMID: 27995250 DOI: 10.1039/c6mb00712k] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Discovery of novel dual site TNKS inhibitors by pharmacophore modeling, molecular docking and bioassay.
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Affiliation(s)
- Yinglan Pu
- School of Chemical Engineering
- Sichuan University of Science & Engineering
- Zigong
- China
- State Key Laboratory of Phytochemistry and Plant Resources in West China
| | - Shuqun Zhang
- State Key Laboratory of Phytochemistry and Plant Resources in West China
- Kunming Institute of Botany
- Chinese Academy of Sciences
- Kunming
- China
| | - Zhe Chang
- State Key Laboratory of Phytochemistry and Plant Resources in West China
- Kunming Institute of Botany
- Chinese Academy of Sciences
- Kunming
- China
| | - Yunqin Zhang
- State Key Laboratory of Phytochemistry and Plant Resources in West China
- Kunming Institute of Botany
- Chinese Academy of Sciences
- Kunming
- China
| | - Dong Wang
- State Key Laboratory of Phytochemistry and Plant Resources in West China
- Kunming Institute of Botany
- Chinese Academy of Sciences
- Kunming
- China
| | - Li Zhang
- School of Chemical Engineering
- Sichuan University of Science & Engineering
- Zigong
- China
| | - Yan Li
- State Key Laboratory of Phytochemistry and Plant Resources in West China
- Kunming Institute of Botany
- Chinese Academy of Sciences
- Kunming
- China
| | - Zhili Zuo
- State Key Laboratory of Phytochemistry and Plant Resources in West China
- Kunming Institute of Botany
- Chinese Academy of Sciences
- Kunming
- China
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16
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Small-molecule inhibitors of Wnt signaling pathway: towards novel anticancer therapeutics. Future Med Chem 2015; 7:2485-505. [PMID: 26670195 DOI: 10.4155/fmc.15.159] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND The Wnt signaling pathway involves secreted glycoproteins that bind to the Frizzled family receptors to activate intracellular signal transduction events that regulate cell proliferation, apoptosis, cell migration and many critical aspects of developmental biology. DISCUSSION Aberrant Wnt signaling underlies a wide range of pathologies in humans including tumor initiation, tumor growth, cell senescence, cell death, differentiation and metastasis. The inhibition of Wnt signaling offers a novel approach for anticancer therapeutics. CONCLUSION Focusing on recent developments, we reviewed the small-molecule inhibitors targeting various components of Wnt signaling pathways and the progress from the discovery of lead compounds to highly potent inhibitors with significant therapeutic potential.
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Chinnasamy S, Nagamani S, Muthusamy K. Zn2+ion of the snake venom metalloproteinase (SVMP) plays a critical role in ligand binding: a molecular dynamics simulation study. RSC Adv 2015. [DOI: 10.1039/c5ra14693c] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Snake venom metalloproteinase (SVMP) is one of the major components of snake venom and it is a root causative agent for edema, local tissue damage, inflammation, blood coagulation and hemorrhage during the snake bite.
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