2010
DOI: 10.1002/dta.187
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Vanilloid Derivatives as Tyrosinase Inhibitors Driven by Virtual Screening‐Based QSAR Models

Abstract: A number of vanilloids have been tested as tyrosinase inhibitors using Ligand-Based Virtual Screening (LBVS) driven by QSAR (Quantitative Structure-Activity Relationship) models as the multi-agent classification system. A total of 81 models were used to screen this family. Then, a preliminary cluster analysis of the selected chemicals was carried out based on their bioactivity to detect possible similar substructural features among these compounds and the active database used in the QSAR model construction. Th… Show more

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Cited by 26 publications
(14 citation statements)
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“…Concentrations of the substrates were also measured by UV-HPLC and GC-MS, using previously described methods [30,31]. …”
Section: Methodsmentioning
confidence: 99%
“…Concentrations of the substrates were also measured by UV-HPLC and GC-MS, using previously described methods [30,31]. …”
Section: Methodsmentioning
confidence: 99%
“…Experiments were performed to check for possible contaminant enzyme activities [Rescigno et al, 2007]. In particular, syringaldazine was used as the substrate [Zucca et al, 2011] to rule out laccase activity (<0.001 E.U./mL [Zucca et al, 2010b]) because contaminant laccases might share substrates, i.e., o-diphenols, with tyrosinase, leading to ambiguous results.…”
Section: Tyrosinase Inhibitionmentioning
confidence: 99%
“…Tyrosinase (or polyphenol oxidase, PPO) is a copper monooxygenase involved in melanogenesis and food browning [Marongiu et al, 2007;Rescigno et al, 2011]. This enzyme catalyzes the hydroxylation of monophenols to o-diphenols and the oxidation of o-diphenols to o-quinones in the presence of molecular oxygen.…”
Section: Anti-tyrosinase Activitymentioning
confidence: 99%
“…In recent times, Quantitative Structure-Activity Relationships (QSARs) are the most widely used approach in drug design and have been applied successfully in the discovery of novel tyrosinase inhibitors [18,[43][44][45][46][47][48][49]. Hence, this method could constitute the principal "switch" for sequential workflow aiding to new lead compounds identification.…”
Section: Multiclassifiers Guided By Qsar Modelsmentioning
confidence: 99%