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 activity/property/toxicity of new chemicals falling within the domain of applicability of the developed models and QSARs are being used for regulatory decisions, checking reliability of the models and confidence of their predictions is a very important aspect, which can be judged during the validation process. One prime application of a statistically significant QSAR model is virtual screening for molecules with improved potency based on the pharmacophoric features and the descriptors appearing in the QSAR model. Validated QSAR models may also be utilized for design of focused libraries which may be subsequently screened for the selection of hits. The present review focuses on various metrics used for validation of predictive QSAR models together with an overview of the application of QSAR models in the fields of virtual screening and focused library design for diverse series of compounds with citation of some recent examples.
journal_name
Comb Chem High Throughput Screenjournal_title
Combinatorial chemistry & high throughput screeningauthors
Roy K,Mitra Idoi
10.2174/138620711795767893subject
Has Abstractpub_date
2011-07-01 00:00:00pages
450-74issue
6eissn
1386-2073issn
1875-5402pii
BSP/CCHTS/E- Pub/0016journal_volume
14pub_type
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journal_title:Combinatorial chemistry & high throughput screening
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journal_title:Combinatorial chemistry & high throughput screening
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journal_title:Combinatorial chemistry & high throughput screening
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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
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journal_title:Combinatorial chemistry & high throughput screening
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journal_title:Combinatorial chemistry & high throughput screening
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journal_title:Combinatorial chemistry & high throughput screening
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journal_title:Combinatorial chemistry & high throughput screening
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journal_title:Combinatorial chemistry & high throughput screening
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journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/138620708783398331
更新日期:2008-01-01 00:00:00
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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
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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
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journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1386207311316010044
更新日期:2014-01-01 00:00:00
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journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
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journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
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更新日期:2020-08-21 00:00:00
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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
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journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章,评审
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journal_title:Combinatorial chemistry & high throughput screening
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journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章
doi:10.2174/1386207319666151110122621
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journal_title:Combinatorial chemistry & high throughput screening
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journal_title:Combinatorial chemistry & high throughput screening
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journal_title:Combinatorial chemistry & high throughput screening
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journal_title:Combinatorial chemistry & high throughput screening
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journal_title:Combinatorial chemistry & high throughput screening
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abstract::Over the last years microarray technology has become one of the principal platform technologies for the high-throughput analysis of biological systems. Starting with the construction of first DNA microarrays in the 1990s, microarray technology has flourished in the last years and many different new formats have been d...
journal_title:Combinatorial chemistry & high throughput screening
pub_type: 杂志文章,评审
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abstract:BACKGROUND:Traditionally, Phragmitis rhizoma has been prescribed to relive a fever, vomiting, dysuria, and constipation, and to promote secretion of fluids. In addition, recent studies have reported its efficacy as a diuretic and antiemetic. Our previous study demonstrated that the Phragmitis rhizoma aqueous extract (E...
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abstract::The Molecular Screening Shared Resource (MSSR) offers a comprehensive range of leading-edge high throughput screening (HTS) services including drug discovery, chemical and functional genomics, and novel methods for nano and environmental toxicology. The MSSR is an open access environment with investigators from UCLA a...
journal_title:Combinatorial chemistry & high throughput screening
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更新日期:2007-08-01 00:00:00
abstract::Drug transporters play an important role in the absorption, distribution, excretion and toxicity of both endogenous and exogenous compounds. Transporters may act as physiological 'gatekeepers' in the regulation of the pharmacological and/or toxicological effects of drugs by limiting distribution to tissues responsible...
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