To pass or not to pass: predicting the blood–brain barrier permeability with the 3D-RISM-KH molecular solvation theory
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 …
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
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 …
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
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) …
predicting drug permeability, which is crucial for assessing central nervous system (CNS) …
Computational prediction of blood-brain barrier permeability using decision tree induction
Predicting blood-brain barrier (BBB) permeability is essential to drug development, as a
molecule cannot exhibit pharmacological activity within the brain parenchyma without first …
molecule cannot exhibit pharmacological activity within the brain parenchyma without first …
A merged molecular representation deep learning method for blood–brain barrier permeability prediction
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 …
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 …
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 …
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
We present four models of solution free-energy prediction for druglike molecules utilizing
cheminformatics descriptors and theoretically calculated thermodynamic values. We make …
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 …
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
ABSTRACT Purpose Experimental Blood–Brain Barrier (BBB) permeability models for drug
molecules are expensive and time-consuming. As alternative methods, several traditional …
molecules are expensive and time-consuming. As alternative methods, several traditional …
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