Predicting protein function from sequence and structure

D Lee, O Redfern, C Orengo - Nature reviews molecular cell biology, 2007 - nature.com
While the number of sequenced genomes continues to grow, experimentally verified
functional annotation of whole genomes remains patchy. Structural genomics projects are …

Protein function prediction: towards integration of similarity metrics

S Erdin, AM Lisewski, O Lichtarge - Current opinion in structural biology, 2011 - Elsevier
Genomic centers discover increasingly many protein sequences and structures, but not
necessarily their full biological functions. Thus, currently, less than one percent of proteins …

Fr-TM-align: a new protein structural alignment method based on fragment alignments and the TM-score

SB Pandit, J Skolnick - BMC bioinformatics, 2008 - Springer
Background Protein tertiary structure comparisons are employed in various fields of
contemporary structural biology. Most structure comparison methods involve generation of …

Exploring protein dynamics space: the dynasome as the missing link between protein structure and function

U Hensen, T Meyer, J Haas, R Rex, G Vriend… - PloS one, 2012 - journals.plos.org
Proteins are usually described and classified according to amino acid sequence, structure or
function. Here, we develop a minimally biased scheme to compare and classify proteins …

A survey of computational methods for protein function prediction

A Shehu, D Barbará, K Molloy - Big data analytics in genomics, 2016 - Springer
Rapid advances in high-throughout genome sequencing technologies have resulted in
millions of protein-encoding gene sequences with no functional characterization. Automated …

VirtuousPocketome: a computational tool for screening protein–ligand complexes to identify similar binding sites

L Pallante, M Cannariato, L Androutsos, EA Zizzi… - Scientific Reports, 2024 - nature.com
Protein residues within binding pockets play a critical role in determining the range of
ligands that can interact with a protein, influencing its structure and function. Identifying …

Protein cutoff scanning: A comparative analysis of cutoff dependent and cutoff free methods for prospecting contacts in proteins

CH da Silveira, DEV Pires, RC Minardi… - Proteins: Structure …, 2009 - Wiley Online Library
In this study, we carried out a comparative analysis between two classical methodologies to
prospect residue contacts in proteins: the traditional cutoff dependent (CD) approach and …

Graph sharpening plus graph integration: a synergy that improves protein functional classification

H Shin, AM Lisewski, O Lichtarge - Bioinformatics, 2007 - academic.oup.com
Motivation: Predicting protein function is a central problem in bioinformatics, and many
approaches use partially or fully automated methods based on various combination of …

Prediction of enzyme function based on 3D templates of evolutionarily important amino acids

DM Kristensen, RM Ward, AM Lisewski, S Erdin… - BMC …, 2008 - Springer
Background Structural genomics projects such as the Protein Structure Initiative (PSI) yield
many new structures, but often these have no known molecular functions. One approach to …

Constructing de novo biosynthetic pathways for chemical synthesis inside living cells

AM Weeks, MCY Chang - Biochemistry, 2011 - ACS Publications
Living organisms have evolved a vast array of catalytic functions that make them ideally
suited for the production of medicinally and industrially relevant small-molecule targets …