A critical review of five machine learning-based algorithms for predicting protein stability changes upon mutation
J Fang - Briefings in bioinformatics, 2020 - academic.oup.com
A number of machine learning (ML)-based algorithms have been proposed for predicting
mutation-induced stability changes in proteins. In this critical review, we used hypothetical …
mutation-induced stability changes in proteins. In this critical review, we used hypothetical …
Computational prediction of protein–protein interaction networks: algorithms and resources
J Zahiri, J Hannon Bozorgmehr… - Current …, 2013 - ingentaconnect.com
Protein interactions play an important role in the discovery of protein functions and pathways
in biological processes. This is especially true in case of the diseases caused by the loss of …
in biological processes. This is especially true in case of the diseases caused by the loss of …
Conserved structure and evolution of DPF domain of PHF10—The specific subunit of PBAF chromatin remodeling complex
Transcription activation factors and multisubunit coactivator complexes get recruited at
specific chromatin sites via protein domains that recognize histone modifications. Single …
specific chromatin sites via protein domains that recognize histone modifications. Single …
Natural diversity of cellulases, xylanases, and chitinases in bacteria
D Talamantes, N Biabini, H Dang, K Abdoun… - Biotechnology for …, 2016 - Springer
Background Glycoside hydrolases (GH) targeting cellulose, xylan, and chitin are common in
the bacterial genomes that have been sequenced. Little is known, however, about the …
the bacterial genomes that have been sequenced. Little is known, however, about the …
[HTML][HTML] The functional roles of the unstructured N-and C-terminal regions in αB-crystallin and other mammalian small heat-shock proteins
Small heat-shock proteins (sHsps), such as αB-crystallin, are one of the major classes of
molecular chaperone proteins. In vivo, under conditions of cellular stress, sHsps are the …
molecular chaperone proteins. In vivo, under conditions of cellular stress, sHsps are the …
High-throughput discovery and characterization of viral transcriptional effectors in human cells
Viruses encode transcriptional regulatory proteins critical for controlling viral and host gene
expression. Given their multifunctional nature and high sequence divergence, it is unclear …
expression. Given their multifunctional nature and high sequence divergence, it is unclear …
Differential retention of Pfam domains contributes to long-term evolutionary trends
Protein domains that emerged more recently in evolution have a higher structural disorder
and greater clustering of hydrophobic residues along the primary sequence. It is hard to …
and greater clustering of hydrophobic residues along the primary sequence. It is hard to …
Directed evolution of the metalloproteinase inhibitor TIMP-1 reveals that its N-and C-terminal domains cooperate in matrix metalloproteinase recognition
M Raeeszadeh-Sarmazdeh, KA Greene… - Journal of Biological …, 2019 - ASBMB
Tissue inhibitors of metalloproteinases (TIMPs) are natural inhibitors of matrix
metalloproteinases (MMPs), enzymes that contribute to cancer and many inflammatory and …
metalloproteinases (MMPs), enzymes that contribute to cancer and many inflammatory and …
One gene, multiple ecological strategies: A biofilm regulator is a capacitor for sustainable diversity
E Mhatre, DJ Snyder, E Sileo… - Proceedings of the …, 2020 - National Acad Sciences
Many bacteria cycle between sessile and motile forms in which they must sense and
respond to internal and external signals to coordinate appropriate physiology. Maintaining …
respond to internal and external signals to coordinate appropriate physiology. Maintaining …
Pseudo-RNA-binding domains mediate RNA structure specificity in upstream of N-Ras
NM Hollmann, PKA Jagtap, P Masiewicz, T Guitart… - Cell Reports, 2020 - cell.com
RNA-binding proteins (RBPs) commonly feature multiple RNA-binding domains (RBDs),
which provide these proteins with a modular architecture. Accumulating evidence supports …
which provide these proteins with a modular architecture. Accumulating evidence supports …