The whole is bigger than the sum of its parts: drug transport in the context of two membranes with active efflux

VV Rybenkov, HI Zgurskaya, C Ganguly… - Chemical …, 2021 - ACS Publications
Cell envelope plays a dual role in the life of bacteria by simultaneously protecting it from a
hostile environment and facilitating access to beneficial molecules. At the heart of this ability …

ADMET-score–a comprehensive scoring function for evaluation of chemical drug-likeness

L Guan, H Yang, Y Cai, L Sun, P Di, W Li, G Liu… - …, 2019 - pubs.rsc.org
Chemical absorption, distribution, metabolism, excretion, and toxicity (ADMET), play key
roles in drug discovery and development. A high-quality drug candidate should not only …

IMPPAT: A curated database of I ndian M edicinal P lants, P hytochemistry A nd T herapeutics

K Mohanraj, BS Karthikeyan, RP Vivek-Ananth… - Scientific reports, 2018 - nature.com
Phytochemicals of medicinal plants encompass a diverse chemical space for drug
discovery. India is rich with a flora of indigenous medicinal plants that have been used for …

admetSAR: a comprehensive source and free tool for assessment of chemical ADMET properties

F Cheng, W Li, Y Zhou, J Shen, Z Wu, G Liu, PW Lee… - 2012 - ACS Publications
Absorption, distribution, metabolism, excretion, and toxicity (ADMET) properties play key
roles in the discovery/development of drugs, pesticides, food additives, consumer products …

ADME properties evaluation in drug discovery: prediction of Caco-2 cell permeability using a combination of NSGA-II and boosting

NN Wang, J Dong, YH Deng, MF Zhu… - Journal of chemical …, 2016 - ACS Publications
The Caco-2 cell monolayer model is a popular surrogate in predicting the in vitro human
intestinal permeability of a drug due to its morphological and functional similarity with human …

Ecotoxicological QSTR and QSTTR modeling for the prediction of acute oral toxicity of pesticides against multiple avian species

RK Mukherjee, V Kumar, K Roy - Environmental Science & …, 2021 - ACS Publications
The ever-increasing use of pesticides in response to the rising agricultural demand has
threatened the existence of nontarget organisms like avian species, disrupting the global …

Challenges with multi-objective QSAR in drug discovery

G Lambrinidis, A Tsantili-Kakoulidou - Expert opinion on drug …, 2018 - Taylor & Francis
Introduction: The complexity in the drug discovery pipeline, in combination with the
exponential growth of experimental and computational data, the technological …

Discovering health benefits of phytochemicals with integrated analysis of the molecular network, chemical properties and ethnopharmacological evidence

S Yoo, K Kim, H Nam, D Lee - Nutrients, 2018 - mdpi.com
Identifying the health benefits of phytochemicals is an essential step in drug and functional
food development. While many in vitro screening methods have been developed to identify …

Decision trees to characterise the roles of permeability and solubility on the prediction of oral absorption

D Newby, AA Freitas, T Ghafourian - European journal of medicinal …, 2015 - Elsevier
Oral absorption of compounds depends on many physiological, physiochemical and
formulation factors. Two important properties that govern oral absorption are in vitro …

Reliable prediction of Caco-2 permeability by supervised recursive machine learning approaches

G Falcón-Cano, C Molina, MÁ Cabrera-Pérez - Pharmaceutics, 2022 - mdpi.com
The heterogeneity of the Caco-2 cell line and differences in experimental protocols for
permeability assessment using this cell-based method have resulted in the high variability of …