Accurate prediction of protein structures and interactions using a three-track neural network

M Baek, F DiMaio, I Anishchenko, J Dauparas… - Science, 2021 - science.org
DeepMind presented notably accurate predictions at the recent 14th Critical Assessment of
Structure Prediction (CASP14) conference. We explored network architectures that …

[HTML][HTML] An overview of the prediction of protein DNA-binding sites

J Si, R Zhao, R Wu - International journal of molecular sciences, 2015 - mdpi.com
Interactions between proteins and DNA play an important role in many essential biological
processes such as DNA replication, transcription, splicing, and repair. The identification of …

Learning to identify physiological and adventitious metal-binding sites in the three-dimensional structures of proteins by following the hints of a deep neural network

V Laveglia, A Giachetti, D Sala… - Journal of Chemical …, 2022 - ACS Publications
Thirty-eight percent of protein structures in the Protein Data Bank contain at least one metal
ion. However, not all these metal sites are biologically relevant. Cations present as …

HotPoint: hot spot prediction server for protein interfaces

N Tuncbag, O Keskin, A Gursoy - Nucleic acids research, 2010 - academic.oup.com
The energy distribution along the protein–protein interface is not homogenous; certain
residues contribute more to the binding free energy, called 'hot spots'. Here, we present a …

Role of mRNA structure in the control of protein folding

G Faure, AY Ogurtsov, SA Shabalina… - Nucleic acids …, 2016 - academic.oup.com
Specific structures in mRNA modulate translation rate and thus can affect protein folding.
Using the protein structures from two eukaryotes and three prokaryotes, we explore the …

Hydration Is a Major Determinant of the G-Quadruplex Stability and Conformation of the Human Telomere 3′ Sequence of d(AG3(TTAG3)3)

MC Miller, R Buscaglia, JB Chaires… - Journal of the …, 2010 - ACS Publications
The factors that determine the conformation and stability of G-quadruplex forming
sequences remain poorly understood. Here we demonstrate the influence of cosolvents on …

Methods for molecular dynamics simulations of protein folding/unfolding in solution

DAC Beck, V Daggett - Methods, 2004 - Elsevier
All atom molecular dynamics simulations have become a standard method for map**
equilibrium protein dynamics and non-equilibrium events like folding and unfolding. Here …

Structural basis for matrix metalloproteinase 1-catalyzed collagenolysis

I Bertini, M Fragai, C Luchinat, M Melikian… - Journal of the …, 2012 - ACS Publications
The proteolysis of collagen triple-helical structure (collagenolysis) is a poorly understood yet
critical physiological process. Presently, matrix metalloproteinase 1 (MMP-1) and collagen …

Atomic-resolution simulations predict a transition state for vesicle fusion defined by contact of a few lipid tails

PM Kasson, E Lindahl, VS Pande - PLoS computational biology, 2010 - journals.plos.org
Membrane fusion is essential to both cellular vesicle trafficking and infection by enveloped
viruses. While the fusion protein assemblies that catalyze fusion are readily identifiable, the …

Structure prediction of protein− solid surface interactions reveals a molecular recognition motif of statherin for hydroxyapatite

K Makrodimitris, DL Masica, ET Kim… - Journal of the American …, 2007 - ACS Publications
A molecular description of protein− surface interactions could open new avenues in
bionanotechnology and provide a deeper understanding of in vivo phase boundary …