Predicting protein–protein interactions from the molecular to the proteome level

O Keskin, N Tuncbag, A Gursoy - Chemical reviews, 2016 - ACS Publications
Identification of protein–protein interactions (PPIs) is at the center of molecular biology
considering the unquestionable role of proteins in cells. Combinatorial interactions result in …

Protein–RNA interaction prediction with deep learning: structure matters

J Wei, S Chen, L Zong, X Gao, Y Li - Briefings in bioinformatics, 2022 - academic.oup.com
Protein–RNA interactions are of vital importance to a variety of cellular activities. Both
experimental and computational techniques have been developed to study the interactions …

Predicting membrane protein types by incorporating protein topology, domains, signal peptides, and physicochemical properties into the general form of Chou's …

YK Chen, KB Li - Journal of Theoretical Biology, 2013 - Elsevier
The type information of un-annotated membrane proteins provides an important hint for their
biological functions. The experimental determination of membrane protein types, despite …

Redefining the specificity of phosphoinositide-binding by human PH domain-containing proteins

N Singh, A Reyes-Ordoñez, MA Compagnone… - Nature …, 2021 - nature.com
Pleckstrin homology (PH) domains are presumed to bind phosphoinositides (PIPs), but
specific interaction with and regulation by PIPs for most PH domain-containing proteins are …

Computational methods for prediction of protein–RNA interactions

T Puton, L Kozlowski, I Tuszynska, K Rother… - Journal of structural …, 2012 - Elsevier
Understanding the molecular mechanism of protein–RNA recognition and complex
formation is a major challenge in structural biology. Unfortunately, the experimental …

The rough guide to in silico function prediction, or how to use sequence and structure information to predict protein function

M Punta, Y Ofran - PLoS computational biology, 2008 - journals.plos.org
Choosing the right function prediction tools. The vast majority of known proteins have not yet
been characterized experimentally, and there is very little that is known about their function …

Computational prediction of RNA-binding proteins and binding sites

J Si, J Cui, J Cheng, R Wu - International journal of molecular sciences, 2015 - mdpi.com
Proteins and RNA interaction have vital roles in many cellular processes such as protein
synthesis, sequence encoding, RNA transfer, and gene regulation at the transcriptional and …

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 …

PEP-patch: electrostatics in protein–protein recognition, specificity, and antibody developability

VJ Hoerschinger, F Waibl, ND Pomarici… - Journal of Chemical …, 2023 - ACS Publications
The electrostatic properties of proteins arise from the number and distribution of polar and
charged residues. Electrostatic interactions in proteins play a critical role in numerous …

Molecular insights into the interaction between human nicotinamide phosphoribosyltransferase and Toll-like receptor 4

M Gasparrini, F Mazzola, M Cuccioloni, L Sorci… - Journal of Biological …, 2022 - ASBMB
The secreted form of the enzyme nicotinamide phosphoribosyltransferase (NAMPT), which
catalyzes a key reaction in intracellular NAD biosynthesis, acts as a damage-associated …