Protein assembly by design

J Zhu, N Avakyan, A Kakkis, AM Hoffnagle… - Chemical …, 2021 - ACS Publications
Proteins are nature's primary building blocks for the construction of sophisticated molecular
machines and dynamic materials, ranging from protein complexes such as photosystem II …

Biological network analysis with deep learning

G Muzio, L O'Bray, K Borgwardt - Briefings in bioinformatics, 2021 - academic.oup.com
Recent advancements in experimental high-throughput technologies have expanded the
availability and quantity of molecular data in biology. Given the importance of interactions in …

Protein interface prediction using graph convolutional networks

A Fout, J Byrd, B Shariat… - Advances in neural …, 2017 - proceedings.neurips.cc
We consider the prediction of interfaces between proteins, a challenging problem with
important applications in drug discovery and design, and examine the performance of …

Classification of intrinsically disordered regions and proteins

R Van Der Lee, M Buljan, B Lang, RJ Weatheritt… - Chemical …, 2014 - ACS Publications
Over the past decade, we have observed a massive increase in the amount of information
describing protein sequences from a variety of organisms. 1, 2 While this may reflect the …

De novo design of bioactive protein switches

RA Langan, SE Boyken, AH Ng, JA Samson, G Dods… - Nature, 2019 - nature.com
Allosteric regulation of protein function is widespread in biology, but is challenging for de
novo protein design as it requires the explicit design of multiple states with comparable free …

Small-molecule inhibitors of protein-protein interactions: progressing toward the reality

MR Arkin, Y Tang, JA Wells - Chemistry & biology, 2014 - cell.com
The past 20 years have seen many advances in our understanding of protein-protein
interactions (PPIs) and how to target them with small-molecule therapeutics. In 2004, we …

Adaptable hydrogel networks with reversible linkages for tissue engineering

H Wang, SC Heilshorn - Advanced Materials, 2015 - Wiley Online Library
Adaptable hydrogels have recently emerged as a promising platform for three‐dimensional
(3D) cell encapsulation and culture. In conventional, covalently crosslinked hydrogels …

DISOPRED3: precise disordered region predictions with annotated protein-binding activity

DT Jones, D Cozzetto - Bioinformatics, 2015 - academic.oup.com
Motivation: A sizeable fraction of eukaryotic proteins contain intrinsically disordered regions
(IDRs), which act in unfolded states or by undergoing transitions between structured and …

Contacts-based prediction of binding affinity in protein–protein complexes

A Vangone, AMJJ Bonvin - elife, 2015 - elifesciences.org
Almost all critical functions in cells rely on specific protein–protein interactions.
Understanding these is therefore crucial in the investigation of biological systems. Despite …

A million peptide motifs for the molecular biologist

P Tompa, NE Davey, TJ Gibson, MM Babu - Molecular cell, 2014 - cell.com
A molecular description of functional modules in the cell is the focus of many high-
throughput studies in the postgenomic era. A large portion of biomolecular interactions in …