2014
DOI: 10.1016/j.ecoenv.2013.12.030
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Predictive modeling of chemical toxicity towards Pseudokirchneriella subcapitata using regression and classification based approaches

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Cited by 7 publications
(4 citation statements)
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“…Considering the drug activity of the title compounds (Akgul et al, 2007), (I) was found to be more active than the others, while (II) and (III) show equal and weak activity compared with (I). In addition, the toxicity of aromatic compounds is higher than that of non-aromatics (Pramanik & Roy, 2014). Although (I) does not show any neurotoxic effect, (II) and (III) do show neurotoxicity.…”
Section: Figurementioning
confidence: 90%
“…Considering the drug activity of the title compounds (Akgul et al, 2007), (I) was found to be more active than the others, while (II) and (III) show equal and weak activity compared with (I). In addition, the toxicity of aromatic compounds is higher than that of non-aromatics (Pramanik & Roy, 2014). Although (I) does not show any neurotoxic effect, (II) and (III) do show neurotoxicity.…”
Section: Figurementioning
confidence: 90%
“…The low MW Compounds have low WPSA1 values and low toxicities. Higher toxicity of the high MW compounds in P. subcapitata has been reported in other study (Pramanik and Roy, 2014). TPSA is defined as the part of the surface area of the module associated with N, O, and S, and is H bonded to any of these atoms (Ertl et al, 2000).…”
Section: Mechanistic Interpretation Of Qstrsmentioning
confidence: 92%
“…Structure-based drug design (SBDD) is rapidly growing with the development of new technologies (e.g., high-throughput screening, molecular docking, pharmacophore mapping, quantitative structure-activity/property/toxicity relationship (QSAR/QSPR/QSTR), and virtual screening) to interpret, guide, and advance experimental biomedical research to achieve success in anti-cancer drug discovery [186][187][188][189][190]. SBDD methods analyze threedimensional (3D) structures of macromolecule, typically of proteins or RNA, to identify key sites and interactions, which are important for their specific biological functions [187].…”
Section: Therapeutic Options Against Tumorigenic Fam72: Chemotherapymentioning
confidence: 99%