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Otarigho B, Falade MO. Natural Perylenequinone Compounds as Potent Inhibitors of Schistosoma mansoni Glutathione S-Transferase. Life (Basel) 2023; 13:1957. [PMID: 37895339 PMCID: PMC10608284 DOI: 10.3390/life13101957] [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: 08/25/2023] [Revised: 09/19/2023] [Accepted: 09/21/2023] [Indexed: 10/29/2023] Open
Abstract
The existing treatment strategy for Schistosomiasis centers on praziquantel, a single drug, but its effectiveness is limited due to resistance and lack of preventive benefits. Thus, there is an urgent need for novel antischistosomal agents. Schistosoma glutathione S-transferase (GST) is an essential parasite enzyme, with a high potential for targeted drug discovery. In this study, we conducted a screening of compounds possessing antihelminth properties, focusing on their interaction with the Schistosoma mansoni glutathione S-transferase (SmGST) protein. We demonstrated the unique nature of SmGST in comparison to human GST. Evolutionary analysis indicated its close relationship with other parasitic worms, setting it apart from free-living worms such as C. elegans. Through an assessment of binding pockets and subsequent protein-ligand docking, we identified Scutiaquinone A and Scutiaquinone B, both naturally derived Perylenequinones, as robust binders to SmGST. These compounds have exhibited effectiveness against similar parasites and offer promising potential as antischistosomal agents.
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Affiliation(s)
- Benson Otarigho
- Department of Molecular Microbiology and Immunology, Oregon Health and Science University, Portland, OR 97239, USA
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2
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Mtemeli FL, Ndlovu J, Mugumbate G, Makwikwi T, Shoko R. Advances in schistosomiasis drug discovery based on natural products. ALL LIFE 2022. [DOI: 10.1080/26895293.2022.2080281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
Affiliation(s)
- F. L. Mtemeli
- Department of Biology, School of Natural Sciences and Mathematics Chinhoyi University of Technology, Chinhoyi, Zimbabwe
| | - J. Ndlovu
- Department of Biology, School of Natural Sciences and Mathematics Chinhoyi University of Technology, Chinhoyi, Zimbabwe
| | - G. Mugumbate
- Department of Chemical Technology, Midlands State University, Gweru, Zimbabwe
| | - T. Makwikwi
- Department of Pharmaceutical Sciences, Tshwane University of Technology, Pretoria, South Africa
| | - R. Shoko
- Department of Biology, School of Natural Sciences and Mathematics Chinhoyi University of Technology, Chinhoyi, Zimbabwe
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3
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Naher K, Moniruzzaman M, Islam S, Hasan A, Paul GK, Jabin T, Biswas S, Zaman S, Saleh MA, Uddin MS. Evaluation of biological activity and in silico molecular docking studies of Acanthus ilicifolius leaf extract against four multidrug-resistant bacteria. INFORMATICS IN MEDICINE UNLOCKED 2022. [DOI: 10.1016/j.imu.2022.101092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022] Open
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4
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Qureshi S, Khandelwal R, Madhavi M, Khurana N, Gupta N, Choudhary SK, Suresh RA, Hazarika L, Srija CD, Sharma K, Hindala MR, Hussain T, Nayarisseri A, Singh SK. A Multi-target Drug Designing for BTK, MMP9, Proteasome and TAK1 for the Clinical Treatment of Mantle Cell Lymphoma. Curr Top Med Chem 2021; 21:790-818. [PMID: 33463471 DOI: 10.2174/1568026621666210119112336] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 12/18/2020] [Accepted: 12/24/2020] [Indexed: 11/22/2022]
Abstract
BACKGROUND Mantle cell lymphoma (MCL) is a type of non-Hodgkin lymphoma characterized by the mutation and overexpression of the cyclin D1 protein by the reciprocal chromosomal translocation t(11;14)(q13:q32). AIM The present study aims to identify potential inhibition of MMP9, Proteasome, BTK, and TAK1 and determine the most suitable and effective protein target for the MCL. METHODOLOGY Nine known inhibitors for MMP9, 24 for proteasome, 15 for BTK and 14 for TAK1 were screened. SB-3CT (PubChem ID: 9883002), oprozomib (PubChem ID: 25067547), zanubrutinib (PubChem ID: 135565884) and TAK1 inhibitor (PubChem ID: 66760355) were recognized as drugs with high binding capacity with their respective protein receptors. 41, 72, 102 and 3 virtual screened compounds were obtained after the similarity search with compound (PubChem ID:102173753), PubChem compound SCHEMBL15569297 (PubChem ID:72374403), PubChem compound SCHEMBL17075298 (PubChem ID:136970120) and compound CID: 71814473 with best virtual screened compounds. RESULT MMP9 inhibitors show commendable affinity and good interaction profile of compound holding PubChem ID:102173753 over the most effective established inhibitor SB-3CT. The pharmacophore study of the best virtual screened compound reveals its high efficacy based on various interactions. The virtual screened compound's better affinity with the target MMP9 protein was deduced using toxicity and integration profile studies. CONCLUSION Based on the ADMET profile, the compound (PubChem ID: 102173753) could be a potent drug for MCL treatment. Similar to the established SB-3CT, the compound was non-toxic with LD50 values for both the compounds lying in the same range.
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Affiliation(s)
- Shahrukh Qureshi
- In silico Research Laboratory, Eminent Biosciences, Mahalakshmi Nagar, Indore - 452010, Madhya Pradesh, India
| | - Ravina Khandelwal
- In silico Research Laboratory, Eminent Biosciences, Mahalakshmi Nagar, Indore - 452010, Madhya Pradesh, India
| | - Maddala Madhavi
- Department of Zoology, Nizam College, Osmania University, Hyderabad - 500001, Telangana State, India
| | - Naveesha Khurana
- In silico Research Laboratory, Eminent Biosciences, Mahalakshmi Nagar, Indore - 452010, Madhya Pradesh, India
| | - Neha Gupta
- In silico Research Laboratory, Eminent Biosciences, Mahalakshmi Nagar, Indore - 452010, Madhya Pradesh, India
| | - Saurav K Choudhary
- In silico Research Laboratory, Eminent Biosciences, Mahalakshmi Nagar, Indore - 452010, Madhya Pradesh, India
| | - Revathy A Suresh
- In silico Research Laboratory, Eminent Biosciences, Mahalakshmi Nagar, Indore - 452010, Madhya Pradesh, India
| | - Lima Hazarika
- In silico Research Laboratory, Eminent Biosciences, Mahalakshmi Nagar, Indore - 452010, Madhya Pradesh, India
| | - Chillamcherla D Srija
- In silico Research Laboratory, Eminent Biosciences, Mahalakshmi Nagar, Indore - 452010, Madhya Pradesh, India
| | - Khushboo Sharma
- In silico Research Laboratory, Eminent Biosciences, Mahalakshmi Nagar, Indore - 452010, Madhya Pradesh, India
| | - Mali R Hindala
- In silico Research Laboratory, Eminent Biosciences, Mahalakshmi Nagar, Indore - 452010, Madhya Pradesh, India
| | - Tajamul Hussain
- Center of Excellence in Biotechnology Research, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Anuraj Nayarisseri
- In silico Research Laboratory, Eminent Biosciences, Mahalakshmi Nagar, Indore - 452010, Madhya Pradesh, India
| | - Sanjeev K Singh
- Computer Aided Drug Designing and Molecular Modeling Lab, Department of Bioinformatics, Alagappa University, Karaikudi-630 003, Tamil Nadu, India
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5
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Basak N, Krishnan V, Pandey V, Punjabi M, Hada A, Marathe A, Jolly M, Palaka BK, Ampasala DR, Sachdev A. Expression profiling and in silico homology modeling of Inositol penta kisphosphate 2-kinase, a potential candidate gene for low phytate trait in soybean. 3 Biotech 2020; 10:268. [PMID: 32523862 DOI: 10.1007/s13205-020-02260-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Accepted: 05/14/2020] [Indexed: 11/27/2022] Open
Abstract
Low phytate soybeans are desirable both from a nutritional and economic standpoint. Inositol 1, 3, 4, 5, 6-pentakisphosphate 2-kinase (IPK1), optimizes the metabolic flux of phytate generation in soybean and thus shows much promise as a likely candidate for pathway regulation. In the present study, the differential spatial and temporal expression profiling of GmIpk1 and its two homologs Glyma06g03310 and Glyma04g03310 were carried out in Glycine max L. var Pusa 9712 revealing the early stages of seed development to be the potential target for gene manipulation. NCBI databank was screened using BLASTp to retrieve 32 plant IPK1 sequences showing high homology to GmIPK1 and its homologs. Bio-computational tools were employed to predict the protein's properties, conserved domains, and secondary structures. Using state-of-the-art in silico physicochemical approach, the three-dimensional (3D) GmIPK1 protein model (PMD ID-PM0079931), was developed based on Arabidopsis thaliana (PDB ID: 4AQK). Superimposition of 4AQK and best model of GmIPK1 revealed that the GmIPK1 aligned well and shows a sequence identity score of 54.32% with 4AQK and a low RMSD of 0.163 nm and almost similar structural features. The modeled structure was further refined considering the stereochemical geometry, energy and packing environment between the model and the template along with validation of its intrinsic dynamics. Molecular dynamics simulation studies of GmIPK1 were carried out to obtain structural insights and to understand the interactive behavior of this enzyme with ligands ADP and IP6. The results of this study provide some fundamental knowledge on the distinct mechanistic step performed by the key residues to elucidate the structure-function relationship of GmIPK1, as an initiative towards engineering "low phytate soybean".
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Affiliation(s)
- Nabaneeta Basak
- Division of Biochemistry, ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
- Crop Physiology and Biochemistry Division, ICAR-National Rice Research Institute, Cuttack, Odisha 753006 India
| | - Veda Krishnan
- Division of Biochemistry, ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
| | - Vanita Pandey
- Division of Biochemistry, ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
- Quality and Basic Sciences Division, ICAR-Indian Institute of Wheat and Barley Research, Karnal, Haryana 132001 India
| | - Mansi Punjabi
- Division of Biochemistry, ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
| | - Alkesh Hada
- Division of Biochemistry, ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
| | - Ashish Marathe
- Division of Biochemistry, ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
- Biotechnology Lab, ICAR-National Institute of Biotic Stress Management, Raipur, Chattisgarh 493225 India
| | - Monica Jolly
- Division of Biochemistry, ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
| | | | - Dinakara R Ampasala
- Centre for Bioinformatics, Pondicherry University, Puducherry, 605 014 India
| | - Archana Sachdev
- Division of Biochemistry, ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
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Wang Y, Yang L, Hou J, Zou Q, Gao Q, Yao W, Yao Q, Zhang J. Hierarchical virtual screening of the dual MMP-2/HDAC-6 inhibitors from natural products based on pharmacophore models and molecular docking. J Biomol Struct Dyn 2018; 37:649-670. [PMID: 29380672 DOI: 10.1080/07391102.2018.1434833] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The dual-target inhibitors tend to improve the response rate in treating tumors, comparing with the single-target inhibitors. Matrix metalloproteinase-2 (MMP-2) and histone deacetylase-6 (HDAC-6) are attractive targets for cancer therapy. In this study, the hierarchical virtual screening of dual MMP-2/HDAC-6 inhibitors from natural products is investigated. The pharmacophore model of MMP-2 inhibitors is built based on ligands, but the pharmacophore model of HDAC-6 inhibitors is built based on the experimental crystal structures of multiple receptor-ligand complexes. The reliability of these two pharmacophore models is validated subsequently. The hierarchical virtual screening, combining these two different pharmacophore models of MMP-2 and HDAC-6 inhibitors with molecular docking, is carried out to identify the dual MMP-2/HDAC-6 inhibitors from a database of natural products. The four potential dual MMP-2/HDAC-6 inhibitors of natural products, STOCK1 N-46177, STOCK1 N-52245, STOCK1 N-55477, and STOCK1 N-69706, are found. The studies of binding modes show that the screened four natural products can simultaneously well bind with the MMP-2 and HDAC-6 active sites by different kinds of interactions, to inhibit the MMP-2 and HDAC-6 activities. In addition, the ADMET properties of screened four natural products are assessed. These found dual MMP-2/HDAC-6 inhibitors of natural products could serve as the lead compounds for designing the new dual MMP-2/HDAC-6 inhibitors having higher biological activities by carrying out structural modifications and optimizations in the future studies.
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Affiliation(s)
- Yijun Wang
- a Department of Physical Chemistry , China Pharmaceutical University , Nanjing , 210009 , People's Republic of China
| | - Limei Yang
- a Department of Physical Chemistry , China Pharmaceutical University , Nanjing , 210009 , People's Republic of China
| | - Jiaying Hou
- a Department of Physical Chemistry , China Pharmaceutical University , Nanjing , 210009 , People's Republic of China
| | - Qing Zou
- a Department of Physical Chemistry , China Pharmaceutical University , Nanjing , 210009 , People's Republic of China
| | - Qi Gao
- a Department of Physical Chemistry , China Pharmaceutical University , Nanjing , 210009 , People's Republic of China
| | - Wenhui Yao
- a Department of Physical Chemistry , China Pharmaceutical University , Nanjing , 210009 , People's Republic of China
| | - Qizheng Yao
- c School of Pharmacy , China Pharmaceutical University , Nanjing , 210009 , People's Republic of China
| | - Ji Zhang
- a Department of Physical Chemistry , China Pharmaceutical University , Nanjing , 210009 , People's Republic of China.,b State Key Laboratory of Natural Medicines , China Pharmaceutical University , Nanjing , 210009 , People's Republic of China
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7
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Pandey V, Krishnan V, Basak N, Marathe A, Thimmegowda V, Dahuja A, Jolly M, Sachdev A. Molecular modeling and in silico characterization of GmABCC5: a phytate transporter and potential target for low-phytate crops. 3 Biotech 2018; 8:54. [PMID: 29354365 DOI: 10.1007/s13205-017-1053-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Accepted: 12/17/2017] [Indexed: 02/06/2023] Open
Abstract
Designing low-phytate crops without affecting the developmental process in plants had led to the identification of ABCC5 gene in soybean. The GmABCC5 gene was identified and a partial gene sequence was cloned from popular Indian soybean genotype Pusa16. Conserved domains and motifs unique to ABC transporters were identified in the 30 homologous sequences retrieved by BLASTP analysis. The homologs were analyzed for their evolutionary relationship and physiochemical properties. Conserved domains, transmembrane architecture and secondary structure of GmABCC5 were predicted with the aid of computational tools. Analysis identified 53 alpha helices and 31 beta strands, predicting 60% residues in alpha conformation. A three-dimensional (3D) model for GmABCC5 was developed based on 5twv.1.B (Homo sapiens) template homology to gain better insight into its molecular mechanism of transport and sequestration. Spatio-temporal real-time PCR analysis identified mid-to-late seed developmental stages as the time window for the maximum GmABCC5 gene expression, a potential target stage for phytate reduction. Results of this study provide valuable insights into the structural and functional characteristics of GmABCC5, which may be further utilized for the development of nutritionally enriched low-phytate soybean with improved mineral bioavailability.
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Affiliation(s)
- Vanita Pandey
- 1Division of Biochemistry, ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
- Quality and Basic Sciences, ICAR-Indian Institute of Wheat and Barley Research, Karnal, New Delhi 132 001 India
| | - Veda Krishnan
- 1Division of Biochemistry, ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
| | - Nabaneeta Basak
- 1Division of Biochemistry, ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
- Crop Physiology and Biochemistry, ICAR-National Rice Research Institute, Cuttack, 753006 India
| | - Ashish Marathe
- 1Division of Biochemistry, ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
| | - Vinutha Thimmegowda
- 1Division of Biochemistry, ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
| | - Anil Dahuja
- 1Division of Biochemistry, ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
| | - Monica Jolly
- 1Division of Biochemistry, ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
| | - Archana Sachdev
- 1Division of Biochemistry, ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
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8
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Sinha N, Chowdhury S, Sarkar RR. Deciphering structural stability and binding mechanisms of potential antagonists with smoothened protein. J Biomol Struct Dyn 2017; 36:2917-2937. [DOI: 10.1080/07391102.2017.1372310] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Noopur Sinha
- Chemical Engineering and Process Development Division, CSIR-National Chemical Laboratory, Pune, India
- Academy of Scientific & Innovative Research (AcSIR), CSIR-NCL Campus, Pune, India
| | - Saikat Chowdhury
- Chemical Engineering and Process Development Division, CSIR-National Chemical Laboratory, Pune, India
- Academy of Scientific & Innovative Research (AcSIR), CSIR-NCL Campus, Pune, India
| | - Ram Rup Sarkar
- Chemical Engineering and Process Development Division, CSIR-National Chemical Laboratory, Pune, India
- Academy of Scientific & Innovative Research (AcSIR), CSIR-NCL Campus, Pune, India
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Wu Y, Zeng G, Lvyue N, Wu W, Jiang T, Wu R, Guo W, Li X, Fan X. Triethylene glycol-modified iridium(iii) complexes for fluorescence imaging of Schistosoma japonicum. J Mater Chem B 2017; 5:4973-4980. [PMID: 32264013 DOI: 10.1039/c7tb00662d] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Schistosomiasis, an infectious disease caused by the Schistosoma parasitic worm, presents a serious public health issue. To date, investigation of anti-Schistosomiasis drug mechanisms through fluorescence imaging remains challenging due to the lack of appropriate dyes as fluorescent probes. Phosphorescent Ir(iii) complexes have been attracting substantial attention among various classes of fluorophores given their excellent photophysical properties. Herein, four phosphorescent Ir(iii) complexes were synthesized, two of which contained a triethylene glycol (TEG) hydrophilic group. The phosphorescent emission range of the four complexes lay between 500 and 750 nm, and their quantum yields ranged from 0.031 to 0.146. Furthermore, under the experimental concentration conditions, the TEG-modified complexes had low cytotoxicity. Cell fluorescence labeling experiments indicated that the TEG-modified complexes had good membrane permeability. Finally, the TEG-modified complexes showed remarkable labeling effects in adult Schistosoma fluorescence imaging. Thus, TEG-modified Ir(iii) complexes could be used as a new class of bilharzial fluorescent probes.
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Affiliation(s)
- Yongquan Wu
- School of Chemistry and Chemical Engineering & Key Laboratory of Organo-pharmaceutical Chemistry of Jiangxi Province, Gannan Normal University, Ganzhou, Jiangxi 341000, P. R. China.
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10
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Zagni C, Floresta G, Monciino G, Rescifina A. The Search for Potent, Small-Molecule HDACIs in Cancer Treatment: A Decade After Vorinostat. Med Res Rev 2017; 37:1373-1428. [PMID: 28181261 DOI: 10.1002/med.21437] [Citation(s) in RCA: 100] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2016] [Revised: 12/05/2016] [Accepted: 12/12/2016] [Indexed: 12/12/2022]
Abstract
Histone deacetylases (HDACs) play a crucial role in the remodeling of chromatin, and are involved in the epigenetic regulation of gene expression. In the last decade, inhibition of HDACs came out as a target for specific epigenetic changes associated with cancer and other diseases. Until now, more than 20 HDAC inhibitors (HDACIs) have entered clinical studies, and some of them (e.g., vorinostat, romidepsin) have been approved for the treatment of cutaneous T-cell lymphoma. This review provides an overview of current knowledge, progress, and molecular mechanisms of HDACIs, covering a period from 2011 until 2015.
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Affiliation(s)
- Chiara Zagni
- Dipartimento di Scienze del Farmaco, Università degli Studi di Catania, Viale Andrea Doria 6, 95125, Catania, Italy
| | - Giuseppe Floresta
- Dipartimento di Scienze del Farmaco, Università degli Studi di Catania, Viale Andrea Doria 6, 95125, Catania, Italy.,Dipartimento di Scienze Chimiche, Università degli Studi di Catania, Viale Andrea Doria 6, 95125, Catania, Italy
| | - Giulia Monciino
- Dipartimento di Scienze del Farmaco, Università degli Studi di Catania, Viale Andrea Doria 6, 95125, Catania, Italy
| | - Antonio Rescifina
- Dipartimento di Scienze del Farmaco, Università degli Studi di Catania, Viale Andrea Doria 6, 95125, Catania, Italy
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Liu W. Epigenetics in Schistosomes: What We Know and What We Need Know. Front Cell Infect Microbiol 2016; 6:149. [PMID: 27891322 PMCID: PMC5104962 DOI: 10.3389/fcimb.2016.00149] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2016] [Accepted: 10/28/2016] [Indexed: 01/26/2023] Open
Abstract
Schistosomes are metazoan parasites and can cause schistosomiasis. Epigenetic modifications include DNA methylation, histone modifications and non-coding RNAs. Some enzymes involved in epigenetic modification and microRNA processes have been developed as drugs to treat the disease. Compared with humans and vertebrates, an in-depth understanding of epigenetic modifications in schistosomes is starting to be realized. DNA methylation, histone modifications and non-coding RNAs play important roles in the development and reproduction of schistosomes and in interactions between the host and schistosomes. Therefore, exploring and investigating the epigenetic modifications in schistosomes will facilitate drug development and therapy for schistosomiasis. Here, we review the role of epigenetic modifications in the development, growth and reproduction of schistosomes, and the interactions between the host and schistosome. We further discuss potential epigenetic targets for drug discovery for the treatment of schistosomiasis.
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Affiliation(s)
- Weiwei Liu
- Department of Avian Diseases, Shanghai Veterinary Research Institute, Chinese Academy of Agricultural Science Shanghai, China
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Abstract
It is now plausible to dock libraries of 10 million molecules against targets over several days or weeks. When the molecules screened are commercially available, they may be rapidly tested to find new leads. Although docking retains important liabilities (it cannot calculate affinities accurately nor even reliably rank order high-scoring molecules), it can often can distinguish likely from unlikely ligands, often with hit rates above 10%. Here we summarize the improvements in libraries, target quality, and methods that have supported these advances, and the open access resources that make docking accessible. Recent docking screens for new ligands are sketched, as are the binding, crystallographic, and in vivo assays that support them. Like any technique, controls are crucial, and key experimental ones are reviewed. With such controls, docking campaigns can find ligands with new chemotypes, often revealing the new biology that may be docking's greatest impact over the next few years.
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Affiliation(s)
- John J Irwin
- Department of Pharmaceutical Chemistry and QB3 Institute, University of California-San Francisco , San Francisco, California 94158, United States
| | - Brian K Shoichet
- Department of Pharmaceutical Chemistry and QB3 Institute, University of California-San Francisco , San Francisco, California 94158, United States
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Singh R, Yadav BS, Singh S, Pandey PN, Mani A. In-silico screening of Schistosoma mansoni Sirtuin1 inhibitors for prioritization of drug candidates. SPRINGERPLUS 2016; 5:286. [PMID: 27066323 PMCID: PMC4781818 DOI: 10.1186/s40064-016-1891-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/26/2015] [Accepted: 02/17/2016] [Indexed: 12/04/2022]
Abstract
Schistosomiasis is a common, neglected parasitic disease caused by Schistosoma mansoni. Availability of two specific drug oxamniquine and praziquintel for treatment of the disease is a major concern. Recently NAD+ dependent lysine deacetylases have been identified as new drug targets in pathogens. Sirtuins are NAD+ dependent lysine deacetylases that are involved in a wide variety of vital cellular processes. Amongst them, members of sirtuin’s class1 proteins are considered to be main target of the drugs. Sirtinol and Salermide are two known inhibitors of Schistosoma mansoni Class1sirtuin which is a protein with unknown 3-D structure. Here, we investigate molecular insights of interaction between modeled sirtuin1 structure and it’s inhibitors, that were derivatives of Sirtinol and Salermide, to prioritize them for their binding affinities with target. A detailed examination of absorption, distribution, metabolism and toxicity of these inhibitors has also been included in the study. Finally we found two derivatives of Sirtinol to be most appropriate drug candidates for Schistosomiasis.
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Affiliation(s)
- Raghvendra Singh
- Institute of Interdisciplinary Studies, Center of Bioinformatics, Nehru Science Center, University of Allahabad, Allahabad, 211002 India
| | - Birendra Singh Yadav
- Department of Biotechnology, Motilal Nehru National Institute of Technology Allahabad, Allahabad, 211004 India
| | - Swati Singh
- Institute of Interdisciplinary Studies, Center of Bioinformatics, Nehru Science Center, University of Allahabad, Allahabad, 211002 India
| | - Paras Nath Pandey
- Department of Mathematics, University of Allahabad, Allahabad, 211002 India
| | - Ashutosh Mani
- Department of Biotechnology, Motilal Nehru National Institute of Technology Allahabad, Allahabad, 211004 India
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14
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A novel and effective hyperthermia method for Schistosomiasis japonica prevention and treatment. Sci Bull (Beijing) 2015. [DOI: 10.1007/s11434-015-0867-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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15
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Singh R, Singh S, Pandey PN. In-silico analysis of Sirt2 from Schistosoma mansoni: structures, conformations, and interactions with inhibitors. J Biomol Struct Dyn 2015; 34:1042-51. [PMID: 26108803 DOI: 10.1080/07391102.2015.1065205] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Sirtuins are NAD+-dependent lysine deacetylases member of the class III HDAC family. These are demonstrated to be therapeutic targets in parasitic diseases like schistosomiasis. Observations suggested that sirtuin enzyme is necessary for the functionality of fe/male reproductive system, due to which SmSirt2 is treated as a potential therapeutic target. There are no structural and molecular features of SmSirt2 have been reported yet. In this study, homology modeling has been used to determine the three-dimensional features of the SmSITRT2. Further, structure validation has been performed by energy minimization and Ramachandran plot. Validated structures are further subjected to molecular docking and virtual screening to find the best lead molecules for downstream analysis. Ten lead molecules were selected while comparing virtual screening of hSirt2 and SmSirt2 both. These leads are further compared with AKG2 which is known inhibitor of hSirt2 (-8.8 kcal/mol). Out of selected 10 leads, four of them (ZINC23995485 (-9.5 kcal/mol), ZINC53298162 (-9.4 kcal/mol), ZINC70927268 (-10.0 kcal/mol), ZINC89878705 (-11.2 kcal/mol)) have shown better interaction with SmSirt2, in which ZINC89878705 (-11.2 kcal/mol) shows a more compact packing as compared to AKG2 and rest of ligands. These molecules could be further subject to in vitro study and model of SmSirt2 has been proposed for further structure-based drug design projects concerning sirtuins from Schistosoma mansoni.
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Affiliation(s)
- Raghvendra Singh
- a Center of Bioinformatic, IIDS, Nehru Science Center , University of Allahabad , Allahabad 211002 , India
| | - Swadha Singh
- a Center of Bioinformatic, IIDS, Nehru Science Center , University of Allahabad , Allahabad 211002 , India
| | - Paras Nath Pandey
- b Department of Mathematics , University of Allahabad , Allahabad 211002 , India
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