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Trinquier J, Uguzzoni G, Pagnani A, Zamponi F, Weigt M. Efficient generative modeling of protein sequences using simple autoregressive models. Nature Comm. (In Press).
Pérez-Pérez MEsther, Lemaire SD, Crespo JL. The ATG4 protease integrates redox and stress signals to regulate autophagy. Journal of Experimental Botany. 72, pp.3340-3351 (2021).
Rodriguez-Horta E, Weigt M. On the effect of phylogenetic correlations in coevolution-based contact prediction in proteins. PLOS Computational Biology. 17, pp.1-17 (2021).
Roret T, Zhang B, Moseler A, Dhalleine T, Gao X-H, Couturier J, Lemaire SD, Didierjean C, Johnson MK, Rouhier N. Atypical Iron-Sulfur Cluster Binding, Redox Activity and Structural Properties of Chlamydomonas reinhardtii Glutaredoxin 2. Antioxidants. 10, pp.803 (2021).
Rodriguez-Horta E, Lage A, Weigt M, Barrat-Charlaix P. Global multivariate model learning from hierarchically correlated data. J. Stat. Mech. (2021).
Chen R, Droux M, Goyer A, Hirel B, Hodges M, Issakidis-Bourguet E, Jacquot J-P, De Lamotte F, Lemaire SD, Lemaire-Chamley M, Miginiac-Maslow M, Sugiyama T, Suzuki A, Vidal J Chapter Three - Scientific contributions of Pierre Gadal and his lab—A tribute to Pierre Gadal (1938–2019). in Past, Current and Future Topics. 100, Academic Press. pp. 41-127 (2021)
Droghetti R, Agier N, Fischer G, Gherardi M, Cosentino Lagomarsino M. An evolutionary model identifies the main evolutionary biases for the evolution of genome-replication profiles. Elife. 10, (2021).
Le Moigne T, Gurrieri L, Crozet P, Marchand CH, Zaffagnini M, Sparla F, Lemaire SD, Henri J. Crystal structure of chloroplastic thioredoxin z defines a type-specific target recognition. The Plant Journal. 107, pp.434-447 (2021).
Barrat-Charlaix P, Muntoni APaola, Shimagaki K, Weigt M, Zamponi F. Sparse generative modeling via parameter reduction of Boltzmann machines: Application to protein-sequence families. Phys. Rev. E. 104, pp.024407 (2021).
Agier N, Fleiss A, Delmas S, Fischer G A Versatile Protocol to Generate Translocations in Yeast Genomes Using CRISPR/Cas9. in Methods Mol Biol. 2196, pp. 181-198 (2021)
Zea DJavier, Laskina S, Baudin A, Richard H, Laine E. Assessing conservation of alternative splicing with evolutionary splicing graphs. Genome Res. 31(8), pp.1462-1473 (2021).
Laine E, Eismann S, Elofsson A, Grudinin S. Protein sequence-to-structure learning: Is this the end(-to-end revolution)?. Proteins: Structure, Function, and Bioinformatics. (2021).
Colas C, Laine E. Targeting Solute Carrier Transporters through Functional Mapping. Trends Pharmacol Sci. 42(1), pp.3-6 (2021).
Roux P, Salort D, Xu Z. Adaptation to DNA damage as a bet-hedging mechanism in a fluctuating environment. R Soc Open Sci. 8(8), pp.210460 (2021).
Pérez-Vargas J§, Teppa E§, Amirache F, Boson B, R de Oliveira R, Combet C, Böckmann A, Fusil F, Freitas N, Carbone A*, Cosset FL*. A fusion peptide in preS1 and the human protein-disulfide isomerase ERp57 are involved in HBV membrane fusion process. eLife. (2021).


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