[HTML][HTML] Toward the solution of the protein structure prediction problem

R Pearce, Y Zhang - Journal of Biological Chemistry, 2021 - ASBMB
Since Anfinsen demonstrated that the information encoded in a protein's amino acid
sequence determines its structure in 1973, solving the protein structure prediction problem …

Some remarks on predicting multi-label attributes in molecular biosystems

KC Chou - Molecular Biosystems, 2013 - pubs.rsc.org
Many molecular biosystems and biomedical systems belong to the multi-label systems in
which each of their constituent molecules possesses one or more than one function or …

[HTML][HTML] Protein remote homology detection and structural alignment using deep learning

T Hamamsy, JT Morton, R Blackwell, D Berenberg… - Nature …, 2024 - nature.com
Exploiting sequence–structure–function relationships in biotechnology requires improved
methods for aligning proteins that have low sequence similarity to previously annotated …

[HTML][HTML] Structural genomics of SARS-CoV-2 indicates evolutionary conserved functional regions of viral proteins

S Srinivasan, H Cui, Z Gao, M Liu, S Lu, W Mkandawire… - Viruses, 2020 - mdpi.com
During its first two and a half months, the recently emerged 2019 novel coronavirus, SARS-
CoV-2, has already infected over one-hundred thousand people worldwide and has taken …

SwissTargetPrediction: a web server for target prediction of bioactive small molecules

D Gfeller, A Grosdidier, M Wirth, A Daina… - Nucleic acids …, 2014 - academic.oup.com
Bioactive small molecules, such as drugs or metabolites, bind to proteins or other macro-
molecular targets to modulate their activity, which in turn results in the observed phenotypic …

Challenges in homology search: HMMER3 and convergent evolution of coiled-coil regions

J Mistry, RD Finn, SR Eddy, A Bateman… - Nucleic acids …, 2013 - academic.oup.com
Detection of protein homology via sequence similarity has important applications in biology,
from protein structure and function prediction to reconstruction of phylogenies. Although …

High speed BLASTN: an accelerated MegaBLAST search tool

Y Chen, W Ye, Y Zhang, Y Xu - Nucleic acids research, 2015 - academic.oup.com
Sequence alignment is a long standing problem in bioinformatics. The Basic Local
Alignment Search Tool (BLAST) is one of the most popular and fundamental alignment tools …

[HTML][HTML] AnnoPRO: a strategy for protein function annotation based on multi-scale protein representation and a hybrid deep learning of dual-path encoding

L Zheng, S Shi, M Lu, P Fang, Z Pan, H Zhang, Z Zhou… - Genome biology, 2024 - Springer
Protein function annotation has been one of the longstanding issues in biological sciences,
and various computational methods have been developed. However, the existing methods …

[HTML][HTML] Plant-mPLoc: a top-down strategy to augment the power for predicting plant protein subcellular localization

KC Chou, HB Shen - PloS one, 2010 - journals.plos.org
One of the fundamental goals in proteomics and cell biology is to identify the functions of
proteins in various cellular organelles and pathways. Information of subcellular locations of …

[HTML][HTML] A multi-label classifier for predicting the subcellular localization of gram-negative bacterial proteins with both single and multiple sites

X Xiao, ZC Wu, KC Chou - PloS one, 2011 - journals.plos.org
Prediction of protein subcellular localization is a challenging problem, particularly when the
system concerned contains both singleplex and multiplex proteins. In this paper, by …