Abstract:
BACKGROUND:Human African trypanosomiasis is a fatal disease prevalent in approximately 36 sub-Saharan countries. Emerging reports of drug resistance in Trypanosoma brucei are a serious cause of concern as only limited drugs are available for the treatment of the disease. Pteridine reductase is an enzyme of Trypanosoma brucei. METHODS:It plays a critical role in the pterin metabolic pathway that is absolutely essential for its survival in the human host. The success of finding a potent inhibitor in structure-based drug design lies within the ability of computational tools to efficiently and accurately dock a ligand into the binding cavity of the target protein. Here we report the computational characterization of Trypanosoma brucei pteridine reductase (Tb-PR) active-site using twenty-four high-resolution co-crystal structures with various drugs. Structurally, the Tb-PR active site can be grouped in two clusters; one with high Root Mean Square Deviation (RMSD) of atomic positions and another with low RMSD of atomic positions. These clusters provide fresh insight for rational drug design against Tb-PR. Henceforth, the effect of several factors on docking accuracy, including ligand and protein flexibility were analyzed using Fred. RESULTS:The online server was used to analyze the side chain flexibility and four proteins were selected on the basis of results. The proteins were subjected to small-scale virtual screening using 85 compounds, and statistics were calculated using Bedroc and roc curves. The enrichment factor was also calculated for the proteins and scoring functions. The best scoring function was used to understand the ligand protein interactions with top common compounds of four proteins. In addition, we made a 3D structural comparison between the active site of Tb-PR and Leishmania major pteridine reductase (Lm- PR). We described key structural differences between Tb-PR and Lm-PR that can be exploited for rational drug design against these two human parasites. CONCLUSION:The results indicated that relying just on re-docking and cross-docking experiments for virtual screening of libraries isn't enough and results might be misleading. Hence it has been suggested that small scale virtual screening should be performed prior to large scale screening.
journal_name
Curr Comput Aided Drug Desjournal_title
Current computer-aided drug designauthors
Shamshad H,Hafiz A,Althagafi II,Saeed M,Mirza AZdoi
10.2174/1573409915666190827163327subject
Has Abstractpub_date
2020-01-01 00:00:00pages
583-598issue
5eissn
1573-4099issn
1875-6697pii
CAD-EPUB-100476journal_volume
16pub_type
杂志文章abstract::A new mathematical approach is proposed in the definition of molecular descriptors (MDs) based on the application of information theory concepts. This approach stems from a new matrix representation of a molecular graph (G) which is derived from the generalization of an incidence matrix whose row entries correspond to...
journal_title:Current computer-aided drug design
pub_type: 杂志文章
doi:10.2174/1573409911309020003
更新日期:2013-06-01 00:00:00
abstract:AIM AND OBJECTIVE:Isoflavone phytoestrogens, which commonly present in natural plants, are closely related to human health. The combination of them with estrogen receptors in the body can play a more important role in the prevention and treatment of cardiovascular diseases, cancer, and menopausal diseases. This researc...
journal_title:Current computer-aided drug design
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doi:10.2174/1573409916666200712140245
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journal_title:Current computer-aided drug design
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journal_title:Current computer-aided drug design
pub_type: 杂志文章,评审
doi:10.2174/157340910791760082
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journal_title:Current computer-aided drug design
pub_type: 杂志文章
doi:10.2174/157340912803519642
更新日期:2012-12-01 00:00:00
abstract::Recent studies have demonstrated several biological activities of curcumin with therapeutic potential against Alzheimer's disease, among them the inhibition of the enzyme acetylcholinesterase (AChE). Aiming at identifying the chemical features relevant for this activity, the inhibition of curcumin and a set of 7 deriv...
journal_title:Current computer-aided drug design
pub_type: 杂志文章
doi:10.2174/15734099113099990007
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abstract::An important area of theoretical drug design research is quantitative structure activity relationship (QSAR) using structural invariants. The impetus for this research trend comes from various directions. Researchers in chemical documentation have searched for a set of invariants which will be more convenient than the...
journal_title:Current computer-aided drug design
pub_type: 杂志文章,评审
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journal_title:Current computer-aided drug design
pub_type: 杂志文章,评审
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journal_title:Current computer-aided drug design
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journal_title:Current computer-aided drug design
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abstract::Interrelated Two-way Clustering (ITC) is an unsupervised clustering method developed to divide samples into two groups in gene expression data obtained through microarrays, selecting important genes simultaneously in the process. This has been found to be a better approach than conventional clustering methods like K-m...
journal_title:Current computer-aided drug design
pub_type: 杂志文章
doi:10.2174/15734099113096660045
更新日期:2013-12-01 00:00:00
abstract::Taking into consideration the high importance of the drug target 5-α-reductase (5αR) in prostate cancer in this work we are going first to review previous works and discuss works related to the computer aided drug design of 5αR inhibitors. We report new results in the in silico screening of natural 5αR inhibitors. Tra...
journal_title:Current computer-aided drug design
pub_type: 杂志文章,评审
doi:10.2174/157340911798260368
更新日期:2011-12-01 00:00:00
abstract::The role of molecular topology (MT) in the design and selection of new drugs is discussed. After an overview of the different in silico molecular design current technologies, the QSAR analysis is dealt in detail with particular emphasis in the use of topological indices as molecular descriptors. The results of the app...
journal_title:Current computer-aided drug design
pub_type: 杂志文章,评审
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更新日期:2010-12-01 00:00:00
abstract:BACKGROUND:Mixed ligand-metal complexes are efficient chelating agents because of flexible donor ability. Mixed ligand complexes containing hetero atoms sulphur, nitrogen and oxygen have been probed for their biological significance. OBJECTIVE:Nine mixed ligand-metal complexes of 2-(butan-2-ylidene) hydrazinecarbothio...
journal_title:Current computer-aided drug design
pub_type: 杂志文章
doi:10.2174/1573409915666190926122103
更新日期:2019-09-26 00:00:00
abstract:BACKGROUND:Quantitative structure-activity relationship (QSAR) models could provide both statistical significance and useful chemical insights for drug design. The QSAR method has found applications for predicting diverse properties of organic compounds, including antiviral activities, toxicities and biological activit...
journal_title:Current computer-aided drug design
pub_type: 杂志文章
doi:10.2174/1573409913666170303113812
更新日期:2017-01-01 00:00:00
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journal_title:Current computer-aided drug design
pub_type: 杂志文章
doi:10.2174/1573409911666150702101559
更新日期:2015-01-01 00:00:00
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journal_title:Current computer-aided drug design
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更新日期:2014-01-01 00:00:00
abstract:BACKGROUND:Chemotherapy and radiotherapy have negative effects on normal tissues and they are very expensive and lengthy treatments. These disadvantages have recently attracted researchers to the new methods that specifically affect cancerous tissues and have lower damage to normal tissues. One of these methods is the ...
journal_title:Current computer-aided drug design
pub_type: 杂志文章
doi:10.2174/1573409914666181012151242
更新日期:2020-01-01 00:00:00
abstract:BACKGROUND:Unconventional Knoevenagel-type indoles have been the topic of interest of many synthetic chemists because of its promising efficacy in different diseases including cancer. OBJECTIVE:To explore the structural requirements of Knoevenagel-type cytotoxic indoles for higher efficacy. METHODS:Multi-QSAR modelin...
journal_title:Current computer-aided drug design
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更新日期:2017-11-10 00:00:00
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journal_title:Current computer-aided drug design
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journal_title:Current computer-aided drug design
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更新日期:2020-01-30 00:00:00
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journal_title:Current computer-aided drug design
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更新日期:2020-07-17 00:00:00
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journal_title:Current computer-aided drug design
pub_type: 杂志文章
doi:10.2174/1573409916666191226103000
更新日期:2019-12-25 00:00:00
abstract:BACKGROUND:Virtual screening of candidate drug molecules using machine learning techniques plays a key role in pharmaceutical industry to design and discovery of new drugs. Computational classification methods can determine drug types according to the disease groups and distinguish approved drugs from withdrawn ones. ...
journal_title:Current computer-aided drug design
pub_type: 杂志文章
doi:10.2174/1573409915666190716143601
更新日期:2020-01-01 00:00:00
abstract:BACKGROUND:Inhibition of penicillin binding protein 2A (PBP2A) represents a sound drug design strategy in combatting Methicillin resistant Staphylococcus aureus (MRSA). Considering the urgent need for effective antimicrobials in combatting MRSA infections, we have developed a statistically robust ensemble of molecular ...
journal_title:Current computer-aided drug design
pub_type: 杂志文章
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更新日期:2018-01-01 00:00:00
abstract:BACKGROUND:Euterpe oleracea Martius, popularly known as açaí, is a fruit rich in α-tocopherols, fibers, lipids, mineral ions and polyphenols. It is believed that the high content of polyphenols, specially flavonoids, provides several health-promoting effects to the açaí fruit, including anti-inflammatory, immunomodulat...
journal_title:Current computer-aided drug design
pub_type: 杂志文章
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abstract:BACKGROUND:The accuracy of molecular conformation for Quantitative Structure Activity Relationship (QSAR) studies is an important criteria, and the most favourable bioactive conformer selection is a tough task. Correct ligand alignment as input for 3D-QSAR is an important step that is prone to human biases. Multiple-di...
journal_title:Current computer-aided drug design
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journal_title:Current computer-aided drug design
pub_type: 杂志文章
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更新日期:2017-01-01 00:00:00
abstract:INTRODUCTION:Lung carcinoma is the most commonly cancer causing deaths throughout the world that mainly occurs due to smoking. Small cell lung cancer and Non-small cell lung cancer (NSCLC) are the two different types of Lung cancer. For the detection and classification of lung cancer, there are different techniques in ...
journal_title:Current computer-aided drug design
pub_type: 杂志文章
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abstract::Induction of apoptosis by the activation of caspase 3 makes it a promising target for designing anticancer drugs hence an investigation for the essential structural features mandatory for caspase 3 activation has been carried out using a dataset comprising of caspase 3 activator candidate drug Azixa in phase II clinic...
journal_title:Current computer-aided drug design
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