Provisional Classification and in Silico Study of Biopharmaceutical System Based on Caco-2 Cell Permeability and Dose Number
H Pham-The, T Garrigues, M Bermejo… - Molecular …, 2013 - ACS Publications
Today, early characterization of drug properties by the Biopharmaceutics Classification
System (BCS) has attracted significant attention in pharmaceutical discovery and …
System (BCS) has attracted significant attention in pharmaceutical discovery and …
Highly predictive and interpretable models for PAMPA permeability
H Sun, K Nguyen, E Kerns, Z Yan, KR Yu… - Bioorganic & medicinal …, 2017 - Elsevier
Cell membrane permeability is an important determinant for oral absorption and
bioavailability of a drug molecule. An in silico model predicting drug permeability is …
bioavailability of a drug molecule. An in silico model predicting drug permeability is …
ADME properties evaluation in drug discovery: prediction of Caco-2 cell permeability using a combination of NSGA-II and boosting
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 …
intestinal permeability of a drug due to its morphological and functional similarity with human …
[HTML][HTML] 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 …
permeability assessment using this cell-based method have resulted in the high variability of …
Logistic Classification Models for PH–Permeability Profile: Predicting Permeability Classes for the Biopharmaceutical Classification System
Permeability is used to describe and evaluate the absorption of drug substances in the
human gastrointestinal tract (GIT). Permeability is largely dependent on fluctuating pH that …
human gastrointestinal tract (GIT). Permeability is largely dependent on fluctuating pH that …
Structure‐based prediction of human intestinal membrane permeability for rapid in silico BCS classification
L Sun, X Liu, R Xiang, C Wu, Y Wang… - … & drug disposition, 2013 - Wiley Online Library
Human effective intestinal membrane permeability (Peff) is one of the two important
indicators for drug classification according to the Biopharmaceutical Classification System …
indicators for drug classification according to the Biopharmaceutical Classification System …
A general model for prediction of Caco‐2 cell permeability
A Nordqvist, J Nilsson, T Lindmark… - QSAR & …, 2004 - Wiley Online Library
Permeability across the epithelium is one of the major barriers to drug absorption and is one
property subject to in silico prediction attempts. Prediction models provide a possibility to …
property subject to in silico prediction attempts. Prediction models provide a possibility to …
Purely in silico BCS classification: Science based quality standards for the world's drugs
BCS classification is a vital tool in the development of both generic and innovative drug
products. The purpose of this work was to provisionally classify the world's top selling oral …
products. The purpose of this work was to provisionally classify the world's top selling oral …
Prediction of Caco-2 cell permeability using a combination of MO-calculation and neural network
S Fujiwara, F Yamashita, M Hashida - International Journal of …, 2002 - Elsevier
In the present study, we developed an approach involving a combination of molecular orbital
(MO) calculation and neural network to predict Caco-2 cell permeability (logPapp) from the …
(MO) calculation and neural network to predict Caco-2 cell permeability (logPapp) from the …
[HTML][HTML] QSPR model for Caco-2 cell permeability prediction using a combination of HQPSO and dual-RBF neural network
Y Wang, X Chen - RSC advances, 2020 - pubs.rsc.org
The Caco-2 cell model is widely used to evaluate the in vitro human intestinal permeability
of drugs due to its morphological and functional similarity to human enterocytes. Although it …
of drugs due to its morphological and functional similarity to human enterocytes. Although it …