Abstract:
:Quantitative structure-property relationship modelling can be a valuable alternative method to replace or reduce experimental testing. In particular, some endpoints such as octanol-water (KOW) and organic carbon-water (KOC) partition coefficients of polychlorinated biphenyls (PCBs) are easier to predict and various models have been already developed. In this paper, two different methods, which are multiple linear regression based on the descriptors generated using Dragon software and hologram quantitative structure-activity relationships, were employed to predict suspended particulate matter (SPM) derived log KOC and generator column, shake flask and slow stirring method derived log KOW values of 209 PCBs. The predictive ability of the derived models was validated using a test set. The performances of all these models were compared with EPI Suite™ software. The results indicated that the proposed models were robust and satisfactory, and could provide feasible and promising tools for the rapid assessment of the SPM derived log KOC and generator column, shake flask and slow stirring method derived log KOW values of PCBs.
journal_name
SAR QSAR Environ Resjournal_title
SAR and QSAR in environmental researchauthors
Yu S,Gao S,Gan Y,Zhang Y,Ruan X,Wang Y,Yang L,Shi Jdoi
10.1080/1062936X.2016.1158734subject
Has Abstractpub_date
2016-04-01 00:00:00pages
249-63issue
4eissn
1062-936Xissn
1029-046Xjournal_volume
27pub_type
杂志文章abstract::An improved binary differential search (improved BDS) algorithm is proposed for QSAR classification of diverse series of antimicrobial compounds against Candida albicans inhibitors. The transfer functions is the most important component of the BDS algorithm, and converts continuous values of the donor into discrete va...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/1062936X.2019.1568298
更新日期:2019-02-01 00:00:00
abstract::Over half of known industrial pollutants have minimal toxic effect, in line with the concept of "baseline toxicity"; such toxicity usually correlates well with lipophilicity. The remainder require additional descriptors in order to model their toxicity by the QSAR approach. Hence, it has not been possible, to date, to...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/10629360412331297498
更新日期:2004-10-01 00:00:00
abstract::The aim of this study was to evaluate a multivariate statistical model, utilising Partial Least Squares (PLS) analysis, for the prediction of the acute toxicity of aliphatic chemicals to the ciliate Tetrahymena pyriformis. A model was developed that was capable of making a prediction regardless the mechanism of toxic ...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/1062936032000101501
更新日期:2003-08-01 00:00:00
abstract::QSAR models have been under development for decades but acceptance and utilization of model results have been slow, in part, because there is no widely accepted metric for assessing their reliability. We reapply a method commonly used in quantitative epidemiology and medical decision-making for evaluating the results ...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/10629360290002280
更新日期:2002-03-01 00:00:00
abstract::To develop quantitative structure-activity relationships (QSAR) models capable of predicting adverse effects for large chemical inventories and diverse structures, an interactive approach is presented that includes testing of strategically selected chemicals to expand the scope of a preliminary model to cover a target...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/10629360902723996
更新日期:2009-01-01 00:00:00
abstract::The human breast cancer resistance protein (BCRP), one of the members of the large ATP binding cassette (ABC) transporter superfamily, is crucial for resistance against chemotherapeutic agents. Currently, it has been emerged as one of the best biological targets for the designing of small molecule drugs capable of eli...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/1062936X.2020.1771769
更新日期:2020-06-01 00:00:00
abstract::Density functional theory (DFT) at B3LYP/6-311G** level was employed to optimise the dioxin compounds, i.e., 25 polychlorinated or brominated dibenzo-p-dioxins (PCDDs or PBDDs) and 34 polychlorinated dibenzofurans (PCDFs) involved in this investigation. Three groups of descriptors mainly related to chemical reactivity...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/10629360701428755
更新日期:2007-07-01 00:00:00
abstract::HIV-1 integrase (IN) is a retroviral enzyme that catalyses integration of the reverse-transcribed viral DNA into the host genome, which is necessary for efficient viral replication. In this study, we have performed an in silico virtual screening for the identification of potential HIV-1 IN strand transfer (ST) inhibit...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/1062936X.2013.772919
更新日期:2013-01-01 00:00:00
abstract::Modern industrialisation has led to the production of millions of toxic chemicals having hazardous effects on the ecosystem. It is impracticable to determine the toxic potential of a large number of chemicals in animal models, making the use of quantitative structure-toxicity relationship (QSTR) models an alternative ...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/1062936X.2011.645872
更新日期:2012-01-01 00:00:00
abstract::The electrotopological state (E-State) and its extension, the atom-type E-State, is presented as a representation of atom and molecular fragment structure useful for chemical database organization and management. An approach to database organization, using substituted esters and benzene derivatives as examples, reveal...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/10629360108035371
更新日期:2001-01-01 00:00:00
abstract::The aryl hydrocarbon receptor is a ligand-activated transcription factor responsive to both natural and synthetic environmental compounds, with the most potent agonist being 2,3,7,8-tetrachlotrodibenzo-p-dioxin. The aim of this work was to develop a categorical COmmon REactivity PAttern (COREPA)-based structure-activi...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/10629360903570933
更新日期:2010-01-01 00:00:00
abstract::A special challenge in the new European Union chemicals legislation, Registration, Evaluation and Authorisation of Chemicals, will be the toxicological evaluation of chemicals for reproductive toxicity. Use of valid quantitative structure-activity relationships (QSARs) is a possibility under the new legislation. This ...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/10629360802550473
更新日期:2008-01-01 00:00:00
abstract::Gas phase acidity and basicity estimation models have been developed for acidic and basic functional groups of amino acid side-chains and also for a number of small organic molecules. The acidic functional groups include aliphatic and aromatic alcohol, and aliphatic and aromatic carboxylic acid, and the basic function...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/1062936X.2013.864997
更新日期:2014-01-01 00:00:00
abstract::The charged partial surface area, or CPSA descriptors were originally designed for use in structure-physical relationship studies to capture information about the features of molecules responsible for polar intermolecular interactions. Since their development, they have found applications in a broad variety of both st...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/10629360290002811
更新日期:2002-03-01 00:00:00
abstract::Peroxysome proliferator-activated receptors (PPARs) have grown greatly in importance due to their role in the metabolic profile. Among three subtypes (α, γ and δ), we here consider the least investigated δ subtype to explore the molecular fingerprints of selective PPARδ agonists. Validated QSAR models (regression base...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/1062936X.2015.1039576
更新日期:2015-01-01 00:00:00
abstract::A partial distance-weighted variable anti-connectivity topological index was introduced for modelling pK(a) values of 31 aliphatic carboxylic acids and haloalkyl-carboxylic acids. The partial distance-weighted variable anti-connectivity index showed superior modelling capabilities compared with the index calculated fr...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/1062936X.2012.751552
更新日期:2013-01-01 00:00:00
abstract::Knowledge of the interpolative region or applicability domain (AD) of structure-activity relationships is believed to improve predictive accuracy. The present work was undertaken to characterize the AD of EPI Suite biotransformation models and evaluate the performance of selected AD assessment methods. AD methods were...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/1062936X.2010.501816
更新日期:2010-07-01 00:00:00
abstract::The current study deals with chemometric modelling strategies (Naïve Bayes classification, hologram-based quantitative structure-activity relationship (HQSAR), comparative molecular field analysis (CoMFA) and comparative molecular similarity index analysis (CoMSIA)) to explore the important features of hydroxylamine d...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/1062936X.2018.1447511
更新日期:2018-05-01 00:00:00
abstract::The relative toxicity (log IGC-1(50)) of 54 selected alkanones, both aliphatic and aromatic, as well as, alkenones and alkynones was evaluated in the static Tetrahymena pyriformis population growth assay. Excess toxicity, an indicator of bioreactivity, was associated only with the alpha-beta unsaturated alkenones and ...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/10629369508233991
更新日期:1995-01-01 00:00:00
abstract::The aim of this study was to determine the degradability of 26 Alkylphenols (APs) by Chemical Oxygen Demand (COD) and/or 5-day Biochemical Oxygen Demand (BOD(5)), and to describe these data from Quantitative Structure-activity Relationships (QSARs). Statistical analysis techniques, such as Multiple Linear Regression (...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/10629360701698761
更新日期:2007-10-01 00:00:00
abstract::The base-line modeling concept presented in this work is based on the assumption of a maximum bioconcentration factor (BCF) with mitigating factors that reduce the BCF. The maximum bioconcentration potential was described by the multi-compartment partitioning model for passive diffusion. The significance of different ...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/10659360500474623
更新日期:2005-12-01 00:00:00
abstract::CORAL software has been used to build quantitative structure-activity relationships (QSARs) for the prediction of binding affinities (pEC50, i.e., minus decimal logarithm of the 50% effective concentration) of 35 potent inhibitors towards the voltage-gated potassium channel subunit Kv7.2. The pEC50 has been modelled u...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/1062936X.2013.842930
更新日期:2014-01-01 00:00:00
abstract::In this work, a descriptor, SVRG (principal component scores vector of radial distribution function descriptors and geometrical descriptors), was derived from principal component analysis (PCA) of a matrix of two structural variables of coded amino acids, including radial distribution function index (RDF) and geometri...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/1062936X.2011.604099
更新日期:2011-07-01 00:00:00
abstract::The development of more efficient, ethical, and effective means of assessing the effects of chemicals on human health and the environment was a lifetime goal of Gilman Veith. His work has provided the foundation for the use of chemical structure for informing toxicological assessment by regulatory agencies the world o...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/1062936X.2014.907203
更新日期:2014-01-01 00:00:00
abstract::The toxicological assessment of genotoxic impurities is important in the regulatory framework for pharmaceuticals. In this context, the application of promising computational methods (e.g. Quantitative Structure-Activity Relationships (QSARs), Structure-Activity Relationships (SARs) and/or expert systems) for the eval...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章,评审
doi:10.1080/1062936X.2012.657236
更新日期:2012-01-01 00:00:00
abstract::QSARs based on molecular polarizability (alpha) and H-bond acceptor factors (sigma Ca) as independent variables provided good predictability of octanol/water partition coefficients (P) for chemicals and drugs. However, for some molecules containing few functional groups, the calculated values deviated significantly fr...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/10629360108033245
更新日期:2001-01-01 00:00:00
abstract::With the current concern of limiting experimental assays, increased interest now focuses on in silico models able to predict toxicity of chemicals. Endocrine disruptors cover a large number of environmental and industrial chemicals which may affect the functions of natural hormones in humans and wildlife. Structure-ac...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/10629360701843441
更新日期:2008-01-01 00:00:00
abstract::As often noted by Dr. Gilman Veith, a major barrier to advancing any model is defining its applicability domain. Sulfur-containing industrial organic chemicals can be grouped into several chemical classes including mercaptans (RSH), sulfides (RSR'), disulfides (RSSR'), sulfoxides (RS(=O)R'), sulfones (RS(=O)(=O)R'), s...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/1062936X.2014.898693
更新日期:2014-01-01 00:00:00
abstract::Chagas disease is endemic to 21 Latin American countries and is a great public health problem in that region. Current chemotherapy remains unsatisfactory; consequently the need to search for new drugs persists. Here we present a new approach to identify novel compounds with potential anti-chagasic action. A large data...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/1062936X.2020.1863857
更新日期:2021-01-01 00:00:00
abstract::A series of diphenyl ether derivatives were developed and showed promising potency for inhibiting InhA, an essential enoyl acyl carrier protein reductase involved in mycolic acid biosynthesis, leading to the lysis of Mycobacterium tuberculosis. To understand the structural basis of diphenyl ether derivatives for desig...
journal_title:SAR and QSAR in environmental research
pub_type: 杂志文章
doi:10.1080/1062936X.2014.898690
更新日期:2014-01-01 00:00:00