Protein storytelling through physics

E Brini, C Simmerling, K Dill - Science, 2020 - science.org
BACKGROUND Understanding biology, particularly at the level of actionable drug
discovery, is often a matter of developing accurate stories about how proteins work. This …

Delta machine learning to improve scoring-ranking-screening performances of protein–ligand scoring functions

C Yang, Y Zhang - Journal of chemical information and modeling, 2022 - ACS Publications
Protein–ligand scoring functions are widely used in structure-based drug design for fast
evaluation of protein–ligand interactions, and it is of strong interest to develop scoring …

High Accuracy Prediction of PROTAC Complex Structures

M Ignatov, A Jindal, S Kotelnikov… - Journal of the …, 2023 - ACS Publications
The design of PROteolysis-TArgeting Chimeras (PROTACs) requires bringing an E3 ligase
into proximity with a target protein to modulate the concentration of the latter through its …

[PDF][PDF] Actionable cytopathogenic host responses of human alveolar type 2 cells to SARS-CoV-2

RM Hekman, AJ Hume, RK Goel, KM Abo, J Huang… - Molecular cell, 2020 - cell.com
Human transmission of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2),
causative pathogen of the COVID-19 pandemic, exerts a massive health and socioeconomic …

Template‐guided method for protein–ligand complex structure prediction: Application to CASP15 protein–ligand studies

X Xu, R Duan, X Zou - Proteins: Structure, Function, and …, 2023 - Wiley Online Library
Abstract Critical Assessment of Structure Prediction 15 (CASP15) added a new category of
ligand prediction to promote the development of protein/RNA‐ligand modeling methods …

Accurate ligand–protein docking in CASP15 using the ClusPro LigTBM server

S Kotelnikov, R Ashizawa, KI Popov… - Proteins: Structure …, 2023 - Wiley Online Library
In the ligand prediction category of CASP15, the challenge was to predict the positions and
conformations of small molecules binding to proteins that were provided as amino acid …

ClusPro LigTBM: Automated template-based small molecule docking

A Alekseenko, S Kotelnikov, M Ignatov, M Egbert… - Journal of molecular …, 2020 - Elsevier
The template-based approach has been essential for achieving high-quality models in the
recent rounds of blind protein-protein docking competition CAPRI (Critical Assessment of …

Light-mediated multi-target protein degradation using arylazopyrazole photoswitchable PROTACs (AP-PROTACs)

ED Vita - Chemical Communications, 2022 - pubs.rsc.org
Light-activable spatiotemporal control of PROTAC-induced protein degradation was
achieved with novel arylazopyrazole photoswitchable PROTACs (AP-PROTACs). The use of …

Perspective on the SAMPL and D3R blind prediction challenges for physics-based free energy methods

N Tielker, L Eberlein, O Beckstein… - Free Energy Methods …, 2021 - ACS Publications
Solvation and binding thermodynamics of a drug-like molecule is quantified by the
respective free energy (FE) change that governs physical properties like log P/log D and …

Molecular Modeling of Macrocyclic Inhibitors

M Meixner - 2023 - mediatum.ub.tum.de
Macrocyclic inhibitors are characterized by large ring scaffolds. The interdependence of ring
torsions poses a major challenge for computational modeling techniques like conformational …