To pass or not to pass: predicting the blood–brain barrier permeability with the 3D-RISM-KH molecular solvation theory

D Roy, VK Hinge, A Kovalenko - ACS omega, 2019 - ACS Publications
Predicting the ability of chemical species to cross the blood–brain barrier (BBB) is an active
field of research for development and mechanistic understanding in the pharmaceutical …

Predicting blood–brain partitioning of small molecules using a novel minimalistic descriptor-based approach via the 3D-RISM-KH molecular solvation theory

D Roy, VK Hinge, A Kovalenko - ACS Omega, 2019 - ACS Publications
Compartmentalization of drug molecules between plasma and brain is important for desired
activities. The difficulty in obtaining the blood–brain permeability of drug (like) substances …

Breaking the Barriers: Machine-Learning-Based c-RASAR Approach for Accurate Blood–Brain Barrier Permeability Prediction

V Kumar, A Banerjee, K Roy - Journal of Chemical Information …, 2024 - ACS Publications
The intricate nature of the blood–brain barrier (BBB) poses a significant challenge in
predicting drug permeability, which is crucial for assessing central nervous system (CNS) …

Computational prediction of blood-brain barrier permeability using decision tree induction

C Suenderhauf, F Hammann, J Huwyler - Molecules, 2012 - mdpi.com
Predicting blood-brain barrier (BBB) permeability is essential to drug development, as a
molecule cannot exhibit pharmacological activity within the brain parenchyma without first …

A merged molecular representation deep learning method for blood–brain barrier permeability prediction

Q Tang, F Nie, Q Zhao, W Chen - Briefings in Bioinformatics, 2022 - academic.oup.com
The ability of a compound to permeate across the blood–brain barrier (BBB) is a significant
factor for central nervous system drug development. Thus, for speeding up the drug …

The blood–brain barrier (BBB) score

M Gupta, HJ Lee, CJ Barden… - Journal of medicinal …, 2019 - ACS Publications
The blood–brain barrier (BBB) protects the brain from the toxic side effects of drugs and
exogenous molecules. However, it is crucial that medications developed for neurological …

A classification model for blood brain barrier penetration

M Singh, R Divakaran, LSK Konda, R Kristam - Journal of Molecular …, 2020 - Elsevier
Traditional experimental approaches to evaluate the Blood-Brain Barrier (BBB) permeability
of a drug are expensive and time consuming. Hence, several computational models have …

Uniting cheminformatics and chemical theory to predict the intrinsic aqueous solubility of crystalline druglike molecules

JL McDonagh, N Nath, L De Ferrari… - Journal of chemical …, 2014 - ACS Publications
We present four models of solution free-energy prediction for druglike molecules utilizing
cheminformatics descriptors and theoretically calculated thermodynamic values. We make …

Prediction of blood-brain barrier penetration (bbbp) based on molecular descriptors of the free-form and in-blood-form datasets

H Sakiyama, M Fukuda, T Okuno - Molecules, 2021 - mdpi.com
The blood-brain barrier (BBB) controls the entry of chemicals from the blood to the brain.
Since brain drugs need to penetrate the BBB, rapid and reliable prediction of BBB …

Developing enhanced blood–brain barrier permeability models: integrating external bio-assay data in QSAR modeling

W Wang, MT Kim, A Sedykh, H Zhu - Pharmaceutical research, 2015 - Springer
ABSTRACT Purpose Experimental Blood–Brain Barrier (BBB) permeability models for drug
molecules are expensive and time-consuming. As alternative methods, several traditional …