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020 _a9783031059148
024 7 _a10.1007/978-3-031-05914-8
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
245 1 0 _aAlgorithms and Methods in Structural Bioinformatics
_cedited by Nurit Haspel, Filip Jagodzinski, Kevin Molloy
250 _a1st edition 2022
264 1 _aCham
_bSpringer International Publishing
_c2022
300 _a1 recurso en línea (IX, 114 páginas)
_b51 ilustraciones, 37 ilustraciones a color
336 _atexto
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
347 _aarchivo de texto
_bPDF
490 0 _aComputational Biology
_x2662-2432
505 0 _a1. Protein-Ligand Binding with Applications in Molecular Docking -- 2. Explaining Small Molecule Binding Specificity with Volumetric Representations of Protein Binding Sites -- 3. Machine Learning-based Approaches for Protein Conformational Exploration -- 4. Low Rank Approximation Methods for identifying Impactful Pairwise Protein Mutations -- 5. Detection and analysis of amino acid insertions and deletions -- 6. DeepTracerWeb Service for Fast and Accurate De Novo Protein Complex Structure Prediction from Cryo-EM.
520 _aThe three-dimensional structure and function of molecules present many challenges and opportunities for developing an understanding of biological systems. With the increasing availability of molecular structures and the advancing accuracy of structure predictions and molecular simulations, the space for algorithmic advancement on many analytical and predictive problems is both broad and deep. To support this field, a rich set of methods and algorithms are available, addressing a variety of important problems such as protein-protein interactions, the effect of mutations on protein structure and function, and protein structure determination. Despite recent advancements in the field, in particular in protein folding with the development of AlphaFold, many problems still remain unsolved. In this book we focus on a number of topics in Structural Bioinformatics: Cryo-EM structural detection, protein conformational exploration, elucidation of molecular binding surface using geometry, the effect of mutations, insertions and deletions on protein structural stability, and protein-ligand binding.
700 1 _aHaspel, Nurit
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aJagodzinski, Filip
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aMolloy, Kevin
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
776 0 8 _iPrinted edition:
_z9783031059131
776 0 8 _iPrinted edition:
_z9783031059155
776 0 8 _iPrinted edition:
_z9783031059162
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-031-05914-8
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
988 _aSpringer_Computer_2022
999 _c393878
_d393878