Martin Weigt

Coucke A, Uguzzoni G, Oteri F, Cocco S, Monasson R, Weigt M. Direct coevolutionary couplings reflect biophysical residue interactions in proteins. The Journal of Chemical Physics. 145, pp.174102-17 (2016).

Barrat-Charlaix P, Figliuzzi M, Weigt M. Improving landscape inference by integrating heterogeneous data in the inverse Ising problem. Sci. Rep. 6, 37812, (2016).

Feinauer C, Szurmant H, Weigt M, Pagnani A. Inter-Protein Sequence Co-Evolution Predicts Known Physical Interactions in Bacterial Ribosomes and the Trp Operon. PLoS ONE. 11, pp.1-18 (2016).

Gueudré T, Baldassi C, Zamparo M, Weigt M, Pagnani A. Simultaneous identification of specifically interacting paralogs and inter-protein contacts by Direct-Coupling Analysis. Proc. Natl. Acad. Sci. 113(43), pp.12186-12191 (2016).

Figliuzzi M, Jacquier H, Schug A, Tenaillon O, Weigt M. Coevolutionary landscape inference and the context-dependence of mutations in beta-lactamase TEM-1. Mol Biol Evol. 33(1), pp.268-280 (2015).

De Leonardis E, Lutz B, Ratz S, Cocco S, Monasson R, Schug A, Weigt M. Direct-Coupling Analysis of nucleotide coevolution facilitates RNA secondary and tertiary structure prediction. Nucleic Acids Res. 43(21), pp.10444-10455 (2015).

Morcos F, Hwa T, Onuchic JN, Weigt M Direct Coupling Analysis for Protein Contact Prediction. in Methods in Molecular Biology, Protein Structure Prediction. 1137, Springer New York. pp. 55-70 (2014)

Baldassi C, Zamparo M, Feinauer C, Procaccini A, Zecchina R, Weigt M, Pagnani A. Fast and Accurate Multivariate Gaussian Modeling of Protein Families: Predicting Residue Contacts and Protein-Interaction Partners. Hamacher K (Eds.). PLoS ONE. 9, pp.e92721 (2014).

Cocco S, Monasson R, Weigt M. From principal component to direct coupling analysis of coevolution in proteins: low-eigenvalue modes are needed for structure prediction. PLoS Comput Biol. 9(8), pp.e1003176 (2013).

Szurmant H, Weigt M Genetic covariance. in Brenner's Encyclopedia of Genetics, 2nd edition. (2013)

Ekeberg M, Lövkvist C, Lan Y, Weigt M, Aurell E. Improved contact prediction in proteins: using pseudolikelihoods to infer Potts models. Phys Rev E Stat Nonlin Soft Matter Phys. 87(1), pp.012707 (2013).

Cocco S, Monasson R, Weigt M Inference of Hopfield-Potts patterns from covariation in protein families: calculation and statistical error bars. in Journal of Physics: Conference Series. 473, IOP Publishing. p. 012010 (2013)

Molinelli EJ, Korkut A, Wang W, Miller ML, Gauthier NP, Jing X, Kaushik P, He Q, Mills G, Solit DB, Pratilas CA, Weigt M, Braunstein A, Pagnani A, Zecchina R, Sander C. Perturbation biology: inferring signaling networks in cellular systems. PLoS Comput Biol. 9(12), pp.e1003290 (2013).

Sułkowska JI, Morcos F, Weigt M, Hwa T, Onuchic JN. Genomics-aided structure prediction. Proc Natl Acad Sci U S A. 109(26), pp.10340-5 (2012).

Dago AE, Schug A, Procaccini A, Hoch JA, Weigt M, Szurmant H. Structural basis of histidine kinase autophosphorylation deduced by integrating genomics, molecular dynamics, and mutagenesis. Proc Natl Acad Sci U S A. 109(26), pp.E1733-42 (2012).

Morcos F, Pagnani A, Lunt B, Bertolino A, Marks DS, Sander C, Zecchina R, Onuchic JN, Hwa T, Weigt M. Direct-coupling analysis of residue coevolution captures native contacts across many protein families. Proceedings of the National Academy of Sciences. 108, pp.E1293-E1301 (2011).

Procaccini A, Lunt B, Szurmant H, Hwa T, Weigt M. Dissecting the Specificity of Protein-Protein Interaction in Bacterial Two-Component Signaling: Orphans and Crosstalks. Rattray M (Eds.). PLoS One. 6, pp.e19729 (2011).

Bradde S, Weigt M, Braunstein A, Zecchina R, Tria F, Mahmoudi H. Aligning graphs and finding substructures by message passing. Europhys. Lett. . 89(37009), (2010).

Bailly-Bechet M, Braunstein A, Pagnani A, Weigt M, Zecchina R. Inference of sparse combinatorial-control networks from gene-expression data: a message passing approach. BMC Bioinformatics. 11, pp.355 (2010).

Schug A, Weigt M, Onuchic JN, Hwa T, Szurmant H. High-resolution protein complexes from integrating genomic information with molecular simulation. Proc Natl Acad Sci U S A. 106(52), pp.22124-9 (2009).

Weigt M, White RA, Szurmant H, Hoch JA, Hwa T. Identification of direct residue contacts in protein-protein interaction by message passing. Proc Natl Acad Sci U S A. 106(1), pp.67-72 (2009).

Braunstein A, Pagnani A, Weigt M, Zecchina R. Inference algorithms for gene networks: a statistical mechanics analysis. Journal of Statistical Mechanics: Theory and Experiment. 2008, pp.P12001 (2008).

Leone M, Weigt M. Clustering by soft-constraint affinity propagation: applications to gene-expression data. Bioinformatics. 23(20), pp.2708-15 (2007).