Abstract:
:EGFR (ErbB-1/HER1) kinase plays an important role in cancer therapy. Two classification models were established to predict whether a compound is an inhibitor or a decoy of human EGFR (ErbR-1) by using Kohonen's self-organizing map (SOM) and support vector machine (SVM). A dataset containing 1248 ATP binding site inhibitors and 3090 decoys was collected and randomly divided into a training set (831 inhibitors and 2064 decoys) and a test set (417 inhibitors and 1029 decoys). The descriptors that represent molecular structures were calculated by software ADRIANA.Code. Thirteen significant descriptors including five global descriptors and eight 2D property autocorrelation descriptors were selected by Pearson correlation analysis and stepwise analysis. The prediction accuracies on training set and test set are 98.5% and 96.3% for SOM model, 99.0% and 97.0% for SVM model, respectively. Both of these two classification models have good performance on distinguishing EGFR inhibitors from decoys.
journal_name
Comb Chem High Throughput Screenjournal_title
Combinatorial chemistry & high throughput screeningauthors
Kong Y,Qu D,Chen X,Gong YN,Yan Adoi
10.2174/1386207319666160414105044subject
Has Abstractpub_date
2016-01-01 00:00:00pages
400-11issue
5eissn
1386-2073issn
1875-5402pii
CCHTS-EPUB-74992journal_volume
19pub_type
杂志文章abstract::Protein methyltransferases (PMTs) orchestrate epigenetic modifications through post-translational methylation of various protein substrates including histones. Since dysregulation of this process is widely implicated in many cancers, it is of pertinent interest to screen inhibitors of PMTs, as they offer novel target-...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/138620712800194468
更新日期:2012-06-01 00:00:00
abstract:AIM AND OBJECTIVE:Lung cancer is a highly heterogeneous cancer, due to the significant differences in molecular levels, resulting in different clinical manifestations of lung cancer patients there is a big difference. Including disease characterization, drug response, the risk of recurrence, survival, etc. Method:Clin...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1386207322666190125151624
更新日期:2018-01-01 00:00:00
abstract:INTRODUCTION:Enzymatic degradation of peptidoglycan, a structural cell wall component of Gram-positive bacteria, has attracted considerable attention being a specific target for many known antibiotics. METHODS:Peptidoglycan hydrolases are involved in bacterial lysis through peptidoglycan degradation. β-N-acetylglucosa...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1386207323999201103204234
更新日期:2020-11-03 00:00:00
abstract:AIM AND OBJECTIVE:4-Hydroxyphenylpyruvate dioxygenase (HPPD), converting phydroxyphenylpyruvate (HPPA) to homogentisate (HGA), is an important target for treating type I tyrosinemia and synthesizing novel herbicides due to its significant role in tyrosine catabolism. Hence, it is imperative to design novel HPPD inhibit...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1386207320666170622073738
更新日期:2017-01-01 00:00:00
abstract::Recent studies have suggested that both constitutive androstane receptor (CAR) and pregnane X-receptor (PXR) are involved in the induction of rat liver microsomal cytochrome P-450 (CYP) 2B and 3A through a mechanism called cross-talk. In this study we intend to determine if a PXR-reporter gene assay could be used for ...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1386207054020822
更新日期:2005-06-01 00:00:00
abstract::Centaurea solstitialis L. ssp. solstitialis (CSS) has been used as medicine for various diseases. In this work, root, stem and flower parts of the plant were separately extracted with methanol to execute bioassay-guided isolation. Antiproliferative activities of each extracts on C6 cells (Rat Brain tumor cells) and He...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1386207319666151203002117
更新日期:2016-01-01 00:00:00
abstract::Lipopolysaccharides (LPS), otherwise termed 'endotoxins', are outer-membrane constituents of Gram-negative bacteria. Lipopolysaccharides play a key role in the pathogenesis of 'Septic Shock', a major cause of mortality in the critically ill patient. Therapeutic options aimed at limiting downstream systemic inflammator...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1386207043328832
更新日期:2004-05-01 00:00:00
abstract::Direct renin inhibitors (DRIs) have increasingly shown a significant advantage in the treatment of hypertension and protection of target organs. In this paper, a series of azaindole class renin inhibitors were subjected to 3D-QSAR study using Topomer CoMFA. Five kinds of splitting mode for different fragment cutting a...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1386207317666140107094708
更新日期:2014-01-01 00:00:00
abstract:BACKGROUND:A set of antibiotic fluoroquinolones with confirmed antimicrobial activity were analyzed with the use of two types of quantum chemical calculation methods and quantitative structure-activity relationships (QSAR). OBJECTIVE:The purpose of this study was to demonstrate the common and differentiating character...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1386207321666180827105856
更新日期:2018-01-01 00:00:00
abstract::Cell-based screening using phenotypic assays is a useful means of identifying bioactive chemicals for use as tools to elucidate complex cellular processes. However, the chemicals must display sufficient selectivity and their targets have to be identified. We describe how cell-based screening assays can be designed to ...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章,评审
doi:10.2174/138620708785739934
更新日期:2008-09-01 00:00:00
abstract::In pursuit of utilizing combinatorial peptide libraries on beads, rapid and robust screening is one of the key steps for the success of high-throughput process. We have introduced improved structural features that greatly facilitate a MALDI-MS/MS-based sequencing, associated with easy and fast synthesis and analysis o...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1386207317666140113114403
更新日期:2014-01-01 00:00:00
abstract::Generation of in vitro cellular assays using fluorescence measurements at heterologously expressed NMDA receptors would speed up the process of ligand characterization and enable high-throughput screening. The major drawback to the development of such assays is the cytotoxicity caused by Ca(2+)-flux into the cell via ...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/138620708784246040
更新日期:2008-05-01 00:00:00
abstract:BACKGROUND:In recent years, Staphylococcus aureus have developed resistance to medicines used for the treatment of human infections. Therefore, the search for antibacterial agents of high potency against Staphylococcus aureus is of great concern. Peptide deformylase (PDF), a metalloprotease catalyzing the removal of a ...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1386207321666180220124259
更新日期:2018-01-01 00:00:00
abstract::Clinical application of viral vectors is often hampered by the lack of selectivity of viral particles for the targeted tissue. This drawback decreases the efficiency of gene delivery and raises safety concerns. We successfully established a novel in vitro evolution protocol to engineer adeno-associated virus vectors w...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/138620710792927385
更新日期:2010-11-01 00:00:00
abstract::As HTS technologies come of age, pharmaceutical companies are focusing increasingly on the quality of their screening collections. Storage conditions and their influence on compound stability and solubility are debated intensely. At Novartis, a strategy was developed that is different to most other companies: (1) comp...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1386207054867328
更新日期:2005-09-01 00:00:00
abstract::Two approaches were utilized to increase the throughput of pulsed ultrafiltration assays of ligand binding to human serum albumin, reducing the volume of the ultrafiltration chamber and combining pulsed ultrafiltration with high performance liquid chromatography-atmospheric pressure chemical ionization mass spectromet...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:
更新日期:1999-12-01 00:00:00
abstract::In the present work, an analytical methodology based on molecularly imprinted solid-phase extraction (MISPE) has been developed for the determination of bisphenol A (BPA) in environmental and food samples. In order to select the optimum material, a combinatorial library of molecularly imprinted polymers in small-scale...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/138620706779026024
更新日期:2006-12-01 00:00:00
abstract::The section on patent review will be focused in the areas of interest to the readers of CCHTS. The search was conducted using the following key words: combinatorial chemistry, high throughput screening, drug repurposing, chemical library, high content screening, drug discovery and natural products. All patents highlig...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章,评审
doi:10.2174/138620711795222473
更新日期:2011-05-01 00:00:00
abstract:BACKGROUND:Topological indices have numerous implementations in chemistry, biology and in lot of other areas. It is a real number associated to a graph, which provides information about its physical and chemical properties and their correlations. For a connected graph H, the degree distance defined as DD(H)=∑_(\{h_1,h_...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1386207323666201224123643
更新日期:2020-12-24 00:00:00
abstract::Quantitative structure-activity relationships (QSARs) have important applications in drug discovery research, environmental fate modeling, property prediction, etc. Validation has been recognized as a very important step for QSAR model development. As one of the important objectives of QSAR modeling is to predict acti...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章,评审
doi:10.2174/138620711795767893
更新日期:2011-07-01 00:00:00
abstract::A new, efficient, and solvent-free cyclocondensation reaction of arylmethylidenepyruvic acids with 6- aminouracils is presented that uses a catalytic amount of ZnO nanoparticles (ZnO Nps) as a recyclable catalyst at 70 °C. This protocol has the advantages of high yields (91-98%), easy work-up, very short reaction time...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1386207311316010005
更新日期:2013-01-01 00:00:00
abstract:AIM AND OBJECTIVE:This study was designed to explore the active compounds and significant pathways of Guizhi-Shaoyao-Zhimu decoction (GSZD) for treating diabetes mellitus using molecular docking combined with network pharmacology. MATERIALS AND METHODS:Chemical constituents of GSZD and diabetes-related target proteins...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1386207322666191022101613
更新日期:2019-01-01 00:00:00
abstract::Therapeutic options for many infections are extremely limited and at crisis point. We run the risk of entering a second pre-antibiotic era. There had been no miracle drug for the patients infected by resistant microbial pathogens. Most of the very few new drugs under development have problems with their toxicity, or p...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章,评审
doi:10.2174/13862073113166660065
更新日期:2014-01-01 00:00:00
abstract::Artificial neural networks (ANNs) have been applied for the quantitative structure-activity relationships (QSAR) studies of antibacterial activity against Escherichia coli, Serratia marcescens, Proteus vulgaris, Klebsiella pneumoniae and Pseudomonas aeruginosa of a large series of new imidazole derivatives. Antibacter...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1386207043328652
更新日期:2004-06-01 00:00:00
abstract:AIM AND OBJECTIVE:The rapid increase in the amount of protein sequence data available leads to an urgent need for novel computational algorithms to analyze and compare these sequences. This study is undertaken to develop an efficient computational approach for timely encoding protein sequences and extracting the hidden...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1386207321666180130100838
更新日期:2018-01-01 00:00:00
abstract:OBJECTIVE:Lung cancer is the most prevalent cancer in the world, and lung adenocarcinoma is the most common lung cancer subtype. Identification and determination of relevant prognostic markers are the key steps to personalized cancer management. METHODS:We collected the gene expression profiles from 265 tumor tissues ...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1386207322666190404152140
更新日期:2019-01-01 00:00:00
abstract:AIM AND OBJECTIVE:Thiazol-2-imine derivatives are interested for their pharmaceutical and biologic activities. A literature survey reveals that there have been no any reports on the synthesis of thiazol-2-imine derivatives without substituents in position C-4 and C-5 via one-pot reaction. Herein we report an efficient ...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1568009617666161107093942
更新日期:2017-01-01 00:00:00
abstract::Fingerprint representations of molecular structure and properties were among the first computational tools for similarity searching and are widely applied to this date, which is in part due to their computational efficiency and ease-of-use. Moreover, despite their simplicity, 2D molecular fingerprints have been surpri...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/138620710790980487
更新日期:2010-03-01 00:00:00
abstract::In this paper, we introduce two nonconventional ionic liquid compounds which are composed of propane sulfonate functionalized organic cations and heteropolyanions as green solid acid catalysts for the highly efficient and green synthesis of 2,3-disubstitutedquinoxaline derivatives. These ionic liquids are in the solid...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1386207311316080004
更新日期:2013-09-01 00:00:00
abstract::The high level of attrition of drugs in clinical development has led pharmaceutical companies to increase the efficiency of their lead identification and development through techniques such as combinatorial chemistry and high-throughput (HTP) screening. Since the major reasons for clinical drug candidate failure other...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章,评审
doi:10.2174/1386207053328129
更新日期:2005-02-01 00:00:00