Forging the basis for developing protein–ligand interaction scoring functions

Z Liu, M Su, L Han, J Liu, Q Yang, Y Li… - Accounts of chemical …, 2017 - ACS Publications
Conspectus In structure-based drug design, scoring functions are widely used for fast
evaluation of protein–ligand interactions. They are often applied in combination with …

Structure-based virtual screening for drug discovery: a problem-centric review

T Cheng, Q Li, Z Zhou, Y Wang, SH Bryant - The AAPS journal, 2012 - Springer
Abstract Structure-based virtual screening (SBVS) has been widely applied in early-stage
drug discovery. From a problem-centric perspective, we reviewed the recent advances and …

Lessons learned in empirical scoring with smina from the CSAR 2011 benchmarking exercise

DR Koes, MP Baumgartner… - Journal of chemical …, 2013 - ACS Publications
We describe a general methodology for designing an empirical scoring function and provide
smina, a version of AutoDock Vina specially optimized to support high-throughput scoring …

In silico approaches to identify polyphenol compounds as α-glucosidase and α-amylase inhibitors against type-II diabetes

J Riyaphan, DC Pham, MK Leong, CF Weng - Biomolecules, 2021 - mdpi.com
Type-II diabetes mellitus (T2DM) results from a combination of genetic and lifestyle factors,
and the prevalence of T2DM is increasing worldwide. Clinically, both α-glucosidase and α …

[HTML][HTML] A narrative review: The pharmaceutical evolution of phenolic syringaldehyde

J Wu, YS Fu, K Lin, X Huang, Y Chen, D Lai… - Biomedicine & …, 2022 - Elsevier
To better understand the pharmacological characters of syringaldehyde (SA), which is a key-
odorant compound of whisky and brandy, this review article is the first to compile the …

Advances in docking

VB Sulimov, DC Kutov… - Current medicinal …, 2019 - ingentaconnect.com
Background: Design of small molecules which are able to bind to the protein responsible for
a disease is the key step of the entire process of the new medicine discovery. Atomistic …

Evaluation and optimization of virtual screening workflows with DEKOIS 2.0–a public library of challenging docking benchmark sets

MR Bauer, TM Ibrahim, SM Vogel… - Journal of chemical …, 2013 - ACS Publications
The application of molecular benchmarking sets helps to assess the actual performance of
virtual screening (VS) workflows. To improve the efficiency of structure-based VS …

CSAR benchmark exercise 2011–2012: evaluation of results from docking and relative ranking of blinded congeneric series

KL Damm-Ganamet, RD Smith… - Journal of chemical …, 2013 - ACS Publications
The Community Structure–Activity Resource (CSAR) recently held its first blinded exercise
based on data provided by Abbott, Vertex, and colleagues at the University of Michigan, Ann …

Outstanding challenges in protein–ligand docking and structure‐based virtual screening

B Waszkowycz, DE Clark… - Wiley Interdisciplinary …, 2011 - Wiley Online Library
With an ever‐increasing number of protein structures being solved by X‐ray crystallography,
the use of protein–ligand docking algorithms to assess candidate ligands for a binding site …

Classical scoring functions for docking are unable to exploit large volumes of structural and interaction data

H Li, J Peng, P Sidorov, Y Leung, KS Leung… - …, 2019 - academic.oup.com
Motivation Studies have shown that the accuracy of random forest (RF)-based scoring
functions (SFs), such as RF-Score-v3, increases with more training samples, whereas that of …