Computational prediction of metabolism: sites, products, SAR, P450 enzyme dynamics, and mechanisms

J Kirchmair, MJ Williamson, JD Tyzack… - Journal of chemical …, 2012 - ACS Publications
Metabolism of xenobiotics remains a central challenge for the discovery and development of
drugs, cosmetics, nutritional supplements, and agrochemicals. Metabolic transformations …

Interactions between CYP3A4 and dietary polyphenols

L Basheer, Z Kerem - Oxidative medicine and cellular longevity, 2015 - Wiley Online Library
The human cytochrome P450 enzymes (P450s) catalyze oxidative reactions of a broad
spectrum of substrates and play a critical role in the metabolism of xenobiotics, such as …

Computational prediction of cytochrome P450 inhibition and induction

H Kato - Drug metabolism and pharmacokinetics, 2020 - Elsevier
Cytochrome P450 (CYP) enzymes play an important role in the phase I metabolism of many
xenobiotics. Most drug–drug interactions (DDIs) associated with CYP are caused by either …

Understanding the determinants of selectivity in drug metabolism through modeling of dextromethorphan oxidation by cytochrome P450

J Oláh, AJ Mulholland… - Proceedings of the …, 2011 - National Acad Sciences
Cytochrome P450 enzymes play key roles in the metabolism of the majority of drugs.
Improved models for prediction of likely metabolites will contribute to drug development. In …

The challenges involved in modeling toxicity data in silico: a review

MP Gleeson, S Modi, A Bender… - Current …, 2012 - benthamdirect.com
The percentage of failures in late pharmaceutical development due to toxicity has increased
dramatically over the last decade or so, resulting in increased demand for new methods to …

A unified GCNN model for predicting CYP450 inhibitors by using graph convolutional neural networks with attention mechanism

M Qiu, X Liang, S Deng, Y Li, Y Ke, P Wang… - Computers in Biology and …, 2022 - Elsevier
Undesirable drug-drug interactions (DDIs) may lead to serious adverse side effects when
more than two drugs are administered to a patient simultaneously. One of the most common …

Quantitative structure–activity/property relationships: the ubiquitous links between cause and effect

WM Berhanu, GG Pillai, AA Oliferenko… - …, 2012 - Wiley Online Library
Current literature demonstrates that almost every area of chemical and life sciences, as well
as technology utilizes quantitative structure‐activity/property relationships (QSAR/QSPR) to …

Predictive models for cytochrome P450 isozymes based on quantitative high throughput screening data

H Sun, H Veith, M **a, CP Austin… - Journal of chemical …, 2011 - ACS Publications
The human cytochrome P450 (CYP450) isozymes are the most important enzymes in the
body to metabolize many endogenous and exogenous substances including environmental …

Web-based quantitative structure–activity relationship resources facilitate effective drug discovery

YL Wang, JY Li, XX Shi, Z Wang, GF Hao… - Topics in Current …, 2021 - Springer
Traditional drug discovery effectively contributes to the treatment of many diseases but is
limited by high costs and long cycles. Quantitative structure–activity relationship (QSAR) …

An update on the treatment of premature ejaculation: A systematic review

R Saleh, A Majzoub, M Abu El-Hamd - Arab Journal of Urology, 2021 - Taylor & Francis
To analyse the current therapeutic options for patients with premature ejaculation (PE) and
highlight their mechanism (s) of action, effectiveness, advantages and limitations. A literature …