[HTML][HTML] Computational tools to predict context-specific protein complexes

A Csikász-Nagy, E Fichó, S Noto, I Reguly - Current Opinion in Structural …, 2024 - Elsevier
Interactions between thousands of proteins define cells' protein–protein interaction (PPI)
network. Some of these interactions lead to the formation of protein complexes. It is …

Exploring structural diversity across the protein universe with The Encyclopedia of Domains

AM Lau, N Bordin, SM Kandathil, I Sillitoe, VP Waman… - Science, 2024 - science.org
The AlphaFold Protein Structure Database (AFDB) contains more than 214 million predicted
protein structures composed of domains, which are independently folding units found in …

Conditioned protein structure prediction

T Xie, Z Song, J Huang - PRX Life, 2024 - APS
Deep-learning-based protein structure prediction has facilitated major breakthroughs in
biological sciences. However, current methods struggle with alternative conformation …

Translation efficiency covariation across cell types is a conserved organizing principle of mammalian transcriptomes

Y Liu, I Hoskins, M Geng, Q Zhao, J Chacko, K Qi… - …, 2024 - pmc.ncbi.nlm.nih.gov
Characterization of shared patterns of RNA expression between genes across conditions
has led to the discovery of regulatory networks and novel biological functions. However, it is …

Knots and θ-Curves Identification in Polymeric Chains and Native Proteins Using Neural Networks

F Bruno da Silva, B Gabrovšek, M Korpacz… - …, 2024 - ACS Publications
Entanglement in proteins is a fascinating structural motif that is neither easy to detect via
traditional methods nor fully understood. Recent advancements in AI-driven models have …

Knot or not? Identifying unknotted proteins in knotted families with sequence‐based Machine Learning model

M Sikora, E Klimentova, D Uchal, D Sramkova… - Protein …, 2024 - Wiley Online Library
Knotted proteins, although scarce, are crucial structural components of certain protein
families, and their roles continue to be a topic of intense research. Capitalizing on the vast …

Can Protein Structure Prediction Methods Capture Alternative Conformations of Membrane Transporters?

T Xie, J Huang - Journal of Chemical Information and Modeling, 2024 - ACS Publications
Understanding the conformational dynamics of proteins, such as the inward-facing (IF) and
outward-facing (OF) transition observed in transporters, is vital for elucidating their functional …

Sequence‐Similar Protein Domain Pairs With Structural or Topological Dissimilarity

P Røgen - Proteins: Structure, Function, and Bioinformatics, 2024 - Wiley Online Library
For a variety of applications, protein structures are clustered by sequence similarity, and
sequence‐redundant structures are disregarded. Sequence‐similar chains are likely to have …