Fast and Accurate Multivariate Gaussian Modeling of Protein Families: Predicting Residue Contacts and Protein-Interaction Partners

Emerging methods in protein co-evolution

(2013) David de Juan et al.   NATURE REVIEWS GENETICS

Improved contact prediction in proteins: Using pseudolikelihoods to infer Potts models

(2013) Magnus Ekeberg et al.   PHYSICAL REVIEW E

Assessing the utility of coevolution-based residue-residue contact predictions in a sequence- and structure-rich era

(2013) H. Kamisetty et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Full-Length Structure of a Sensor Histidine Kinase Pinpoints Coaxial Coiled Coils as Signal Transducers and Modulators

(2013) Ralph P. Diensthuber et al.   STRUCTURE

Mechanistic Insights Revealed by the Crystal Structure of a Histidine Kinase with Signal Transducer and Sensor Domains

(2013) Chen Wang et al.   PLOS BIOLOGY

From Principal Component to Direct Coupling Analysis of Coevolution in Proteins: Low-Eigenvalue Modes are Needed for Structure Prediction

(2013) Simona Cocco et al.   PLoS Computational Biology

Three-Dimensional Structures of Membrane Proteins from Genomic Sequencing

(2012) Thomas A. Hopf et al.   CELL

Accurate de novo structure prediction of large transmembrane protein domains using fragment-assembly and correlated mutation analysis

(2012) T. Nugent et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Structural basis of histidine kinase autophosphorylation deduced by integrating genomics, molecular dynamics, and mutagenesis

(2012) A. E. Dago et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Genomics-aided structure prediction

(2012) J. I. Sulkowska et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

PSICOV: precise structural contact prediction using sparse inverse covariance estimation on large multiple sequence alignments

(2011) David T. Jones et al.   BIOINFORMATICS

Correlated mutations via regularized multinomial regression

(2011) Janardanan Sreekumar et al.   BMC BIOINFORMATICS

Direct correlation analysis improves fold recognition

(2011) Michael I. Sadowski et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

The Pfam protein families database

(2011) M. Punta et al.   NUCLEIC ACIDS RESEARCH

Protein 3D Structure Computed from Evolutionary Sequence Variation

(2011) Debora S. Marks et al.   PLoS One

Direct-coupling analysis of residue coevolution captures native contacts across many protein families

(2011) F. Morcos et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Protein topology from predicted residue contacts

(2011) William R. Taylor et al.   PROTEIN SCIENCE

Interaction fidelity in two-component signaling

(2010) Hendrik Szurmant et al.   CURRENT OPINION IN MICROBIOLOGY

Maximum entropy models for antibody diversity

(2010) T. Mora et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Learning generative models for protein fold families

(2010) Sivaraman Balakrishnan et al.   PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS

Disentangling Direct from Indirect Co-Evolution of Residues in Protein Alignments

(2010) Lukas Burger et al.   PLoS Computational Biology

High-resolution protein complexes from integrating genomic information with molecular simulation

(2009) Alexander Schug et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Accurate prediction of protein–protein interactions from sequence alignments using a Bayesian method

(2008) Lukas Burger et al.   Molecular Systems Biology

Identification of direct residue contacts in protein-protein interaction by message passing

(2008) M. Weigt et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

To be folded or to be unfolded?

(2004) Sergiy O. Garbuzynskiy et al.   PROTEIN SCIENCE