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Murmu A, Matore BW, Banjare P, Roy PP, Singh J. Discovery of novel 1,3,4-oxadiazole derivatives as anticancer agents targeting thymidine phosphorylase: pharmacophore modelling, virtual screening, molecular docking, ADMET and DFT analysis. SAR AND QSAR IN ENVIRONMENTAL RESEARCH 2025; 36:393-419. [PMID: 40474680 DOI: 10.1080/1062936x.2025.2512385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2025] [Accepted: 05/21/2025] [Indexed: 06/18/2025]
Abstract
Thymidine phosphorylase (TP) is a key enzyme involved in angiogenesis, tumour growth and closely linked to cancer progression and metastasis. This study represents the first comprehensive 3D-QSAR pharmacophore-based approach to identifying potential 1,3,4-oxadiazole derivatives as targeted TPIs for anticancer therapy. A dataset of 76 analogues with an experimental IC50 values was used to develop pharmacophore models. The BEST conformation method identified an optimal model (Hypo 2), featuring HBA, HBD and RA as key activity determinants with strong statistical validation (r2 = 0.69, ΔCost = 77.41, Q2 = 0.68 and MAE = 0.23). A virtual screening of 12,353 drug-like 1,3,4-oxadiazole compounds from PubChem and ChEMBL yielded 329 potential TPIs (IC50 < 10 μM). MD Docking using CDOCKER (PDB ID: 1UOU) identified the top hits interacting with critical TP residues (Thr151, Gly152, Lys221, Ser217, Thr118). ADMET analysis confirmed their drug-likeness with no significant toxicity. ChEMBL2058305 exhibited the highest binding stability (-85.508 kcal/mol), the lowest HOMO-LUMO gap (0.066 ha), and superior TP affinity, highlighting its potential as a promising TP inhibitor for anticancer therapy. This first report with integration of pharmacophore modelling, virtual screening, MD Docking, ADMET, MMGBSA and DFT will be beneficial for the discovery of novel TPIs.
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Affiliation(s)
- A Murmu
- Laboratory of Drug Discovery and Ecotoxicology, Department of Pharmacy, Guru Ghasidas Vishwavidyalaya (A Central University), Bilaspur, India
| | - B W Matore
- Laboratory of Drug Discovery and Ecotoxicology, Department of Pharmacy, Guru Ghasidas Vishwavidyalaya (A Central University), Bilaspur, India
| | - P Banjare
- School of Pharmacy and Life Sciences, Centurion University of Technology and Management, Bhubaneswar, India
| | - P P Roy
- Laboratory of Drug Discovery and Ecotoxicology, Department of Pharmacy, Guru Ghasidas Vishwavidyalaya (A Central University), Bilaspur, India
| | - J Singh
- Laboratory of Drug Discovery and Ecotoxicology, Department of Pharmacy, Guru Ghasidas Vishwavidyalaya (A Central University), Bilaspur, India
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Hammal L, Javaid S, Wahab AT, Zafar H, Rahman N, Ahmed A, Choudhary MI. Identification of new inhibitors of Plasmodium falciparum hypoxanthine-guanine-xanthine Phosphoribosyltransferase (HG(X)PRT): An outlook towards the treatment of malaria. Int J Biol Macromol 2025; 286:137917. [PMID: 39603289 DOI: 10.1016/j.ijbiomac.2024.137917] [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] [Received: 09/03/2024] [Revised: 11/04/2024] [Accepted: 11/19/2024] [Indexed: 11/29/2024]
Abstract
Plasmodium, a protozoan parasite responsible for causing malaria relies on the purine salvage pathway to synthesize purine as they are incapable of synthesizing them de novo. This pathway is crucial for the survival of the parasite and hence enzymes of this pathway can serve as antimalarial drug targets. One of the enzymes of this pathway is hypoxanthine guanine (xanthine) phosphoribosyltransferase [HG(X)PRT] that serves as novel target, potentially less prone to existing resistance mechanisms seen with the use of traditional antimalarial drugs. HGXPRT inhibition disrupts the parasite's ability to synthesize nucleotides, essential for its growth and replication. In this regard, the current study was designed to identify the inhibitors of HGXPRT enzyme. For this purpose, the enzyme was produced through recombinant technology and purified with 10 mg/ L yield. Followed this, UV-based enzyme inhibition assay was optimized and >200 fully characterized compounds were evaluated for their HGXPRT inhibitory activity. Out of them fourteen compounds 1-14 showed significant to weak inhibition of HGXPRT enzyme with IC50 values in the range of 15.7 to 229.6 μM, as compared to the standard inhibitor i.e. 9-deazaguanine (IC50 = 12 ± 1.0 μM). In- silico and biophysical studies were further performed on active compounds to get structural insights into enzyme-inhibitor complex at the atomic level. Docking studies predicted that these inhibitors accommodate the purine binding site of enzyme and interacted with critical residues such as Asp148, Phe197, and Val198. Biophysical studies showed that these identified inhibitors interacted with HGXPRT enzyme in a non-ambiguous manner. Furthermore, these inhibitors were found to be non-cytotoxic against human fibroblast cell line (BJ). Hence, this study identified 14 hits that could lead to further research towards anti-malarial drug design and development.
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Affiliation(s)
- Laleen Hammal
- Dr. Panjwani Center for Molecular Medicine and Drug Research, International Center of Chemical and Biological Sciences, University of Karachi, Karachi 75270, Pakistan
| | - Sumaira Javaid
- Dr. Panjwani Center for Molecular Medicine and Drug Research, International Center of Chemical and Biological Sciences, University of Karachi, Karachi 75270, Pakistan.
| | - Atia-Tul Wahab
- Dr. Panjwani Center for Molecular Medicine and Drug Research, International Center of Chemical and Biological Sciences, University of Karachi, Karachi 75270, Pakistan
| | - Humaira Zafar
- Dr. Panjwani Center for Molecular Medicine and Drug Research, International Center of Chemical and Biological Sciences, University of Karachi, Karachi 75270, Pakistan.
| | - Noor Rahman
- Dr. Panjwani Center for Molecular Medicine and Drug Research, International Center of Chemical and Biological Sciences, University of Karachi, Karachi 75270, Pakistan
| | - Aftab Ahmed
- School of Pharmacy, Chapman University Irvine, CA 92618, USA
| | - M Iqbal Choudhary
- Dr. Panjwani Center for Molecular Medicine and Drug Research, International Center of Chemical and Biological Sciences, University of Karachi, Karachi 75270, Pakistan; H. E. J. Research Institute of Chemistry, International Center for Chemical and Biological Sciences, University of Karachi, Karachi 75270, Pakistan; Department of Biochemistry, Faculty of Sciences, King Abdulaziz University, Jeddah 22252, Saudi Arabia.
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Javaid S, Zadi S, Awais M, Wahab AT, Zafar H, Maslennikov I, Choudhary MI. Identification of new leads against ubiquitin specific protease-7 (USP7): a step towards the potential treatment of cancers. RSC Adv 2024; 14:33080-33093. [PMID: 39435002 PMCID: PMC11492238 DOI: 10.1039/d4ra06813k] [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: 09/21/2024] [Accepted: 10/07/2024] [Indexed: 10/23/2024] Open
Abstract
Ubiquitin-specific protease-7 (USP7) is an important drug target as it regulates multiple proteins and genes (such as MDM2 and p53) with roles in cancer progression. Its inhibition can hinder the function of oncogenes, increase tumor suppression, and enhance immune response. The current study was designed to express USP7 in a prokaryotic system, followed by screening of small molecules against it using biophysical methods, primarily STD-NMR technique. Among them, 12 compounds showed interaction with USP7 as inferred from NMR-based screening. These compounds further caused destabilization of USP7 by reducing its melting temperature (T m) up to 6 °C in thermal shift assay. Molecular docking and simulation studies revealed that these compounds bind to the putative substrate binding pocket of USP7 and thus may block the entry of the substrate. Four compounds i.e., 4-hydroxy-diphenyl amine (2), phenyl-(2,3,4-trihydroxyphenyl) methanone (3), 4'-amino-2',5'-diethoxy benzanilide (5), and hydroquinone (12), showed anti-cancer activity against colorectal cancerous cells (HCT116) with IC50 values in the range of 31-143 μM. These compounds also down-regulated the mRNA expression of the MDM2 gene and up-regulated the mRNA expression of the p53 gene in HCT116 cells, as studied using qPCR analysis. This study thereby identifies several negative modulators of USP7 that can be studied further as potential anti-cancer agents.
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Affiliation(s)
- Sumaira Javaid
- Dr. Panjwani Center for Molecular Medicine and Drug Research, International Center of Chemical and Biological Sciences, University of Karachi Karachi 75270 Pakistan
| | - Seema Zadi
- Dr. Panjwani Center for Molecular Medicine and Drug Research, International Center of Chemical and Biological Sciences, University of Karachi Karachi 75270 Pakistan
| | - Muhammad Awais
- Dr. Panjwani Center for Molecular Medicine and Drug Research, International Center of Chemical and Biological Sciences, University of Karachi Karachi 75270 Pakistan
| | - Atia-Tul Wahab
- Dr. Panjwani Center for Molecular Medicine and Drug Research, International Center of Chemical and Biological Sciences, University of Karachi Karachi 75270 Pakistan
| | - Humaira Zafar
- Dr. Panjwani Center for Molecular Medicine and Drug Research, International Center of Chemical and Biological Sciences, University of Karachi Karachi 75270 Pakistan
| | | | - M Iqbal Choudhary
- Dr. Panjwani Center for Molecular Medicine and Drug Research, International Center of Chemical and Biological Sciences, University of Karachi Karachi 75270 Pakistan
- H. E. J. Research Institute of Chemistry, International Center for Chemical and Biological Sciences, University of Karachi Karachi 75270 Pakistan
- Department of Biochemistry, Faculty of Sciences, King Abdulaziz University Jeddah 22252 Saudi Arabia
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Maniak H, Matyja K, Pląskowska E, Jarosz J, Majewska P, Wietrzyk J, Gołębiowska H, Trusek A, Giurg M. 4-Hydroxybenzoic Acid-Based Hydrazide-Hydrazones as Potent Growth Inhibition Agents of Laccase-Producing Phytopathogenic Fungi That Are Useful in the Protection of Oilseed Crops. Molecules 2024; 29:2212. [PMID: 38792074 PMCID: PMC11124341 DOI: 10.3390/molecules29102212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2024] [Revised: 04/28/2024] [Accepted: 05/05/2024] [Indexed: 05/26/2024] Open
Abstract
The research on new compounds against plant pathogens is still socially and economically important. It results from the increasing resistance of pests to plant protection products and the need to maintain high yields of crops, particularly oilseed crops used to manufacture edible and industrial oils and biofuels. We tested thirty-five semi-synthetic hydrazide-hydrazones with aromatic fragments of natural origin against phytopathogenic laccase-producing fungi such as Botrytis cinerea, Sclerotinia sclerotiorum, and Cerrena unicolor. Among the investigated molecules previously identified as potent laccase inhibitors were also strong antifungal agents against the fungal species tested. The highest antifungal activity showed derivatives of 4-hydroxybenzoic acid and salicylic aldehydes with 3-tert-butyl, phenyl, or isopropyl substituents. S. sclerotiorum appeared to be the most susceptible to the tested compounds, with the lowest IC50 values between 0.5 and 1.8 µg/mL. We applied two variants of phytotoxicity tests for representative crop seeds and selected hydrazide-hydrazones. Most tested molecules show no or low phytotoxic effect for flax and sunflower seeds. Moreover, a positive impact on seed germination infected with fungi was observed. With the potential for application, the cytotoxicity of the hydrazide-hydrazones of choice toward MCF-10A and BALB/3T3 cell lines was lower than that of the azoxystrobin fungicide tested.
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Affiliation(s)
- Halina Maniak
- Department of Micro, Nano, and Bioprocess Engineering, Faculty of Chemistry, Wroclaw University of Science and Technology, 4/6 Norwida Street, 50-373 Wroclaw, Poland; (K.M.); (A.T.)
| | - Konrad Matyja
- Department of Micro, Nano, and Bioprocess Engineering, Faculty of Chemistry, Wroclaw University of Science and Technology, 4/6 Norwida Street, 50-373 Wroclaw, Poland; (K.M.); (A.T.)
| | - Elżbieta Pląskowska
- Division of Plant Pathology and Mycology, Department of Plant Protection, Wroclaw University of Environmental and Life Sciences, 24A Grunwald Square, 50-363 Wroclaw, Poland;
| | - Joanna Jarosz
- Laboratory of Experimental Anticancer Therapy, Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences, 12 R. Weigla Street, 53-114 Wroclaw, Poland; (J.J.); (J.W.)
| | - Paulina Majewska
- Institute of Technology and Life Sciences-National Research Institute, 3 Hrabska Avenue, 05-090 Raszyn, Poland;
| | - Joanna Wietrzyk
- Laboratory of Experimental Anticancer Therapy, Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences, 12 R. Weigla Street, 53-114 Wroclaw, Poland; (J.J.); (J.W.)
| | - Hanna Gołębiowska
- Department of Weed Science and Tillage Systems, Institute of Soil Science and Plant Cultivation State Research Institute, 61 Orzechowa Street, 50-540 Wroclaw, Poland;
| | - Anna Trusek
- Department of Micro, Nano, and Bioprocess Engineering, Faculty of Chemistry, Wroclaw University of Science and Technology, 4/6 Norwida Street, 50-373 Wroclaw, Poland; (K.M.); (A.T.)
| | - Mirosław Giurg
- Department of Organic and Medicinal Chemistry, Faculty of Chemistry, Wroclaw University of Science and Technology, 27 Wybrzeże Wyspiańskiego, 50-370 Wroclaw, Poland
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Feng Q, Yang W, Peng Z, Wang G. Recent advances in the synthetic thymidine phosphorylase inhibitors for cancer therapy. Eur J Pharmacol 2022; 934:175319. [DOI: 10.1016/j.ejphar.2022.175319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 09/16/2022] [Accepted: 10/04/2022] [Indexed: 11/03/2022]
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Al-Humaidi JY, Badrey MG, Aly AA, Nayl AA, Zayed MEM, Jefri OA, Gomha SM. Evaluation of the Binding Relationship of the RdRp Enzyme to Novel Thiazole/Acid Hydrazone Hybrids Obtainable through Green Synthetic Procedure. Polymers (Basel) 2022; 14:polym14153160. [PMID: 35956675 PMCID: PMC9371204 DOI: 10.3390/polym14153160] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 07/17/2022] [Accepted: 07/21/2022] [Indexed: 02/01/2023] Open
Abstract
The viral RNA-dependent RNA polymerase (RdRp) complex is used by SARS-CoV-2 for genome replication and transcription, making RdRp an interesting target for developing the antiviral treatment. Hence the current work is concerned with the green synthesis, characterization and docking study with the RdRp enzyme of the series of novel and diverse hydrazones and pyrazoles. 4-Methyl-2-(2-(1-phenylethylidene)hydrazineyl)thiazole-5-carbohydrazide was prepared and then condensed with different carbonyl compounds (aldehydes and ketones either carbocyclic aromatic or heterocyclic) afforded the corresponding hydrazide-hydrazones. The combination of the acid hydrazide with bifunctional reagents such as acetylacetone, β-ketoesters (ethyl acetoacetate and ethyl benzoylacetate) resulted in the formation of pyrazole derivatives. The synthesized compounds were all obtained through grinding method using drops of AcOH. Various analytical and spectral analyses were used to determine the structures of the prepared compounds. Molecular Operating Environment (MOE®) version 2014.09 was used to estimate interactions between the prepared thiazole/hydrazone hybrids and RdRp obtained from the protein data bank (PDB: 7bv2) using enzyme-ligand docking for all synthesized derivatives and Remdesivir as a reference. Docking results with the RdRp enzyme revealed that the majority of the investigated drugs bind well to the enzyme via various types of interactions in comparison with the reference drug.
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Affiliation(s)
- Jehan Y. Al-Humaidi
- Department of Chemistry, College of Science, Princess Nourah bint Abdulrahman University, P.O. BOX 84428, Riyadh 11671, Saudi Arabia;
| | - Mohamed G. Badrey
- Chemistry Department, Faculty of Science, Fayoum University, El-Fayoum 63514, Egypt;
- Chemistry Department, Faculty of Science and Arts-Almandaq, Al-Baha University, Al-Baha 65515, Saudia Arabia
| | - Ashraf A. Aly
- Chemistry Department, Faculty of Science, Organic Division, Minia University, El-Minia 61519, Egypt;
| | - AbdElAziz A. Nayl
- Department of Chemistry, College of Science, Jouf University, Sakaka 72341, Saudi Arabia
- Correspondence: or (A.A.N.); or (S.M.G.)
| | - Mohie E. M. Zayed
- Department of Chemistry, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia; (M.E.M.Z.); (O.A.J.)
| | - Ohoud A. Jefri
- Department of Chemistry, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia; (M.E.M.Z.); (O.A.J.)
| | - Sobhi M. Gomha
- Department of Chemistry, Faculty of Science, Cairo University, Giza 12613, Egypt
- Department of Chemistry, Faculty of Science, Islamic University of Madinah, Madinah 42351, Saudi Arabia
- Correspondence: or (A.A.N.); or (S.M.G.)
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Krátký M, Svrčková K, Vu QA, Štěpánková Š, Vinšová J. Hydrazones of 4-(Trifluoromethyl)benzohydrazide as New Inhibitors of Acetyl- and Butyrylcholinesterase. Molecules 2021; 26:molecules26040989. [PMID: 33668452 PMCID: PMC7918878 DOI: 10.3390/molecules26040989] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Revised: 02/08/2021] [Accepted: 02/11/2021] [Indexed: 11/16/2022] Open
Abstract
Based on the broad spectrum of biological activity of hydrazide–hydrazones, trifluoromethyl compounds, and clinical usage of cholinesterase inhibitors, we investigated hydrazones obtained from 4-(trifluoromethyl)benzohydrazide and various benzaldehydes or aliphatic ketones as potential inhibitors of acetylcholinesterase (AChE) and butyrylcholinesterase (BuChE). They were evaluated using Ellman’s spectrophotometric method. The hydrazide–hydrazones produced a dual inhibition of both cholinesterase enzymes with IC50 values of 46.8–137.7 µM and 19.1–881.1 µM for AChE and BuChE, respectively. The majority of the compounds were stronger inhibitors of AChE; four of them (2-bromobenzaldehyde, 3-(trifluoromethyl)benzaldehyde, cyclohexanone, and camphor-based 2o, 2p, 3c, and 3d, respectively) produced a balanced inhibition of the enzymes and only 2-chloro/trifluoromethyl benzylidene derivatives 2d and 2q were found to be more potent inhibitors of BuChE. 4-(Trifluoromethyl)-N’-[4-(trifluoromethyl)benzylidene]benzohydrazide 2l produced the strongest inhibition of AChE via mixed-type inhibition determined experimentally. Structure–activity relationships were identified. The compounds fit physicochemical space for targeting central nervous systems with no apparent cytotoxicity for eukaryotic cell line together. The study provides new insights into this CF3-hydrazide–hydrazone scaffold.
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Affiliation(s)
- Martin Krátký
- Department of Organic and Bioorganic Chemistry, Faculty of Pharmacy in Hradec Králové, Charles University, Akademika Heyrovského 1203, 500 05 Hradec Králové, Czech Republic; (Q.A.V.); (J.V.)
- Correspondence:
| | - Katarína Svrčková
- Department of Biological and Biochemical Sciences, Faculty of Chemical Technology, University of Pardubice, Studentská 573, 532 10 Pardubice, Czech Republic; (K.S.); (Š.Š.)
| | - Quynh Anh Vu
- Department of Organic and Bioorganic Chemistry, Faculty of Pharmacy in Hradec Králové, Charles University, Akademika Heyrovského 1203, 500 05 Hradec Králové, Czech Republic; (Q.A.V.); (J.V.)
| | - Šárka Štěpánková
- Department of Biological and Biochemical Sciences, Faculty of Chemical Technology, University of Pardubice, Studentská 573, 532 10 Pardubice, Czech Republic; (K.S.); (Š.Š.)
| | - Jarmila Vinšová
- Department of Organic and Bioorganic Chemistry, Faculty of Pharmacy in Hradec Králové, Charles University, Akademika Heyrovského 1203, 500 05 Hradec Králové, Czech Republic; (Q.A.V.); (J.V.)
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