Statistical proofs of the interdependence between nearest neighbor effects on polypeptide backbone conformations
Autor: | Javier González-Delgado, Pau Bernadó, Pierre Neuvial, Juan Cortés |
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Přispěvatelé: | Équipe Robotique et InteractionS (LAAS-RIS), Laboratoire d'analyse et d'architecture des systèmes (LAAS), Université Toulouse Capitole (UT Capitole), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National des Sciences Appliquées - Toulouse (INSA Toulouse), Institut National des Sciences Appliquées (INSA)-Université de Toulouse (UT)-Institut National des Sciences Appliquées (INSA)-Université Toulouse - Jean Jaurès (UT2J), Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université de Toulouse (UT)-Université Toulouse Capitole (UT Capitole), Université de Toulouse (UT), Institut de Mathématiques de Toulouse UMR5219 (IMT), Université de Toulouse (UT)-Centre National de la Recherche Scientifique (CNRS), Centre de Biologie Structurale [Montpellier] (CBS), Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM), ANR-19-P3IA-0004,ANITI,Artificial and Natural Intelligence Toulouse Institute(2019), ANR-11-LABX-0040,CIMI,Centre International de Mathématiques et d'Informatique (de Toulouse)(2011), ANR-10-LABX-0012,EpiGenMed,From Genome and Epigenome to Molecular Medicine: turning new paradigms in biology into the therapeutic strategies of tomorrow(2010), European Project: 648030,H2020,ERC-2014-CoG,chemREPEAT(2015), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut National des Sciences Appliquées - Toulouse (INSA Toulouse), Institut National des Sciences Appliquées (INSA)-Université Fédérale Toulouse Midi-Pyrénées-Institut National des Sciences Appliquées (INSA)-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse Capitole (UT Capitole), Université Fédérale Toulouse Midi-Pyrénées, Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS), Cortés, Juan, Artificial and Natural Intelligence Toulouse Institute - - ANITI2019 - ANR-19-P3IA-0004 - P3IA - VALID, Centre International de Mathématiques et d'Informatique (de Toulouse) - - CIMI2011 - ANR-11-LABX-0040 - LABX - VALID, Laboratoires d'excellence - From Genome and Epigenome to Molecular Medicine: turning new paradigms in biology into the therapeutic strategies of tomorrow - - EpiGenMed2010 - ANR-10-LABX-0012 - LABX - VALID, Structure and Dynamics of Low-Complexity Regions in Proteins: The Huntingtin Case - chemREPEAT - - H20202015-09-01 - 2020-08-31 - 648030 - VALID |
Jazyk: | angličtina |
Rok vydání: | 2022 |
Předmět: |
Protein and peptide structure
Local conformational preferences Statistical tests [SDV.BBM.BS]Life Sciences [q-bio]/Biochemistry Molecular Biology/Structural Biology [q-bio.BM] Structural Biology [SDV.BBM.BS] Life Sciences [q-bio]/Biochemistry Molecular Biology/Structural Biology [q-bio.BM] [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST] Sequence-structure relationship Wasserstein distance [INFO.INFO-BI]Computer Science [cs]/Bioinformatics [q-bio.QM] Peptides [MATH.MATH-ST] Mathematics [math]/Statistics [math.ST] [INFO.INFO-BI] Computer Science [cs]/Bioinformatics [q-bio.QM] |
Zdroj: | Journal of Structural Biology Journal of Structural Biology, 2022, 214 (4), pp.107907. ⟨10.1016/j.jsb.2022.107907⟩ |
ISSN: | 1047-8477 1095-8657 |
DOI: | 10.1016/j.jsb.2022.107907⟩ |
Popis: | International audience; Backbone dihedral angles ϕ and ψ are the main structural descriptors of proteins and peptides. The distribution of these angles has been investigated over decades as they are essential for the validation and refinement of experimental measurements, as well as for structure prediction and design methods. The dependence of these distributions, not only on the nature of each amino acid but also on that of the closest neighbors, has been the subject of numerous studies. Although neighbor-dependent distributions are nowadays generally accepted as a good model, there is still some controversy about the combined effects of left and right neighbors. We have investigated this question using rigorous methods based on recently-developed statistical techniques. Our results unambiguously demonstrate that the influence of left and right neighbors cannot be considered independently. Consequently, three-residue fragments should be considered as the minimal building blocks to investigate polypeptide sequence-structure relationships. |
Databáze: | OpenAIRE |
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