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Exhaustive Exploration of the Conformational Landscape of Small Cyclic Peptides Using a Robotics Approach
Author(s) -
Maud Jusot,
Dirk Stratmann,
Marc Vaisset,
Jacques Chomilier,
Juan Cortés
Publication year - 2018
Publication title -
journal of chemical information and modeling
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.24
H-Index - 160
eISSN - 1549-960X
pISSN - 1549-9596
DOI - 10.1021/acs.jcim.8b00375
Subject(s) - cyclic peptide , chemical space , computer science , molecular dynamics , artificial intelligence , representation (politics) , constraint (computer aided design) , energy landscape , chemistry , biological system , computational chemistry , drug discovery , peptide , mathematics , biology , biochemistry , politics , political science , law , geometry
Small cyclic peptides represent a promising class of therapeutic molecules with unique chemical properties. However, the poor knowledge of their structural characteristics makes their computational design and structure prediction a real challenge. In order to better describe their conformational space, we developed a method, named EGSCyP, for the exhaustive exploration of the energy landscape of small head-to-tail cyclic peptides. The method can be summarized by (i) a global exploration of the conformational space based on a mechanistic representation of the peptide and the use of robotics-based algorithms to deal with the closure constraint and (ii) an all-atom refinement of the obtained conformations. EGSCyP can handle D-form residues and N-methylations. Two strategies for the side-chains placement were implemented and compared. To validate our approach, we applied it to a set of three variants of cyclic RGDFV pentapeptides, including the drug candidate Cilengitide. A comparative analysis was made with respect to replica exchange molecular dynamics simulations in implicit solvent. Its results show that the EGSCyP method provides a very complete characterization of the conformational space of small cyclic pentapeptides.

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