[PDF][PDF] Macromolecular structure determination using X-rays, neutrons and electrons: recent developments in Phenix

D Liebschner, PV Afonine, ML Baker… - … Section D: Structural …, 2019 - journals.iucr.org
Diffraction (X-ray, neutron and electron) and electron cryo-microscopy are powerful methods
to determine three-dimensional macromolecular structures, which are required to …

[PDF][PDF] MolProbity: all-atom structure validation for macromolecular crystallography

VB Chen, WB Arendall, JJ Headd… - … Section D: Biological …, 2010 - journals.iucr.org
MolProbity is a structure-validation web service that provides broad-spectrum solidly based
evaluation of model quality at both the global and local levels for both proteins and nucleic …

Graph neural networks: foundation, frontiers and applications

L Wu, P Cui, J Pei, L Zhao, X Guo - … of the 28th ACM SIGKDD Conference …, 2022 - dl.acm.org
The field of graph neural networks (GNNs) has seen rapid and incredible strides over the
recent years. Graph neural networks, also known as deep learning on graphs, graph …

ff19SB: amino-acid-specific protein backbone parameters trained against quantum mechanics energy surfaces in solution

C Tian, K Kasavajhala, KAA Belfon… - Journal of chemical …, 2019 - ACS Publications
Molecular dynamics (MD) simulations have become increasingly popular in studying the
motions and functions of biomolecules. The accuracy of the simulation, however, is highly …

COVID‐2019: the role of the nsp2 and nsp3 in its pathogenesis

S Angeletti, D Benvenuto, M Bianchi… - Journal of medical …, 2020 - Wiley Online Library
Last December 2019, a new virus, named novel Coronavirus (COVID‐2019) causing many
cases of severe pneumonia was reported in Wuhan, China. The virus knowledge is limited …

Self-tunable engineered yeast probiotics for the treatment of inflammatory bowel disease

BM Scott, C Gutierrez-Vazquez, LM Sanmarco… - Nature medicine, 2021 - nature.com
Inflammatory bowel disease (IBD) is a complex chronic inflammatory disorder of the
gastrointestinal tract. Extracellular adenosine triphosphate (eATP) produced by the …

Structure-based protein function prediction using graph convolutional networks

V Gligorijević, PD Renfrew, T Kosciolek… - Nature …, 2021 - nature.com
The rapid increase in the number of proteins in sequence databases and the diversity of
their functions challenge computational approaches for automated function prediction. Here …

Current developments in Coot for macromolecular model building of Electron Cryo‐microscopy and Crystallographic Data

A Casañal, B Lohkamp, P Emsley - Protein Science, 2020 - Wiley Online Library
Coot is a tool widely used for model building, refinement, and validation of macromolecular
structures. It has been extensively used for crystallography and, more recently …

Molecular docking study of potential phytochemicals and their effects on the complex of SARS-CoV2 spike protein and human ACE2

A Basu, A Sarkar, U Maulik - Scientific reports, 2020 - nature.com
Abstract Angiotensin converting enzyme 2 (ACE2)(EC: 3.4. 17.23) is a transmembrane
protein which is considered as a receptor for spike protein binding of novel coronavirus …

Riemannian diffusion models

CW Huang, M Aghajohari, J Bose… - Advances in …, 2022 - proceedings.neurips.cc
Diffusion models are recent state-of-the-art methods for image generation and likelihood
estimation. In this work, we generalize continuous-time diffusion models to arbitrary …