TY - CHAP
T1 - Application of the ATTRACT coarse-grained docking and atomistic refinement for predicting peptide-protein interactions
AU - Schindler, Christina
AU - Zacharias, Martin
N1 - Publisher Copyright:
© Springer Science+Business Media LLC 2017.
PY - 2017
Y1 - 2017
N2 - Peptide-protein interactions are abundant in the cell and form an important part of the interactome. Large-scale modeling of peptide-protein complexes requires a fully blind approach; i.e., simultaneously predicting the peptide-binding site and the peptide conformation to high accuracy. Here, we present one of the first fully blind peptide-protein docking protocols, pepATTRACT. It combines a coarse-grained ensemble docking search of the entire protein surface with two stages of atomistic flexible refinement. pepATTRACT yields high-quality predictions for 70 % of the cases when tested on a large benchmark of peptide-protein complexes. This performance in fully blind mode is similar to state-of-the-art local docking approaches that use information on the location of the binding site. Limiting the search to the peptide-binding region, the resulting pepATTRACT-local approach further improves the performance. Docking scripts for pepATTRACT and pepATTRACT-local can be generated via a web interface at www.attract. ph.tum.de/peptide.html. Here, we explain how to set up a docking run with the pepATTRACT web interface and demonstrate its usage by an application on binding of disordered regions from tumor suppressor p53 to a partner protein.
AB - Peptide-protein interactions are abundant in the cell and form an important part of the interactome. Large-scale modeling of peptide-protein complexes requires a fully blind approach; i.e., simultaneously predicting the peptide-binding site and the peptide conformation to high accuracy. Here, we present one of the first fully blind peptide-protein docking protocols, pepATTRACT. It combines a coarse-grained ensemble docking search of the entire protein surface with two stages of atomistic flexible refinement. pepATTRACT yields high-quality predictions for 70 % of the cases when tested on a large benchmark of peptide-protein complexes. This performance in fully blind mode is similar to state-of-the-art local docking approaches that use information on the location of the binding site. Limiting the search to the peptide-binding region, the resulting pepATTRACT-local approach further improves the performance. Docking scripts for pepATTRACT and pepATTRACT-local can be generated via a web interface at www.attract. ph.tum.de/peptide.html. Here, we explain how to set up a docking run with the pepATTRACT web interface and demonstrate its usage by an application on binding of disordered regions from tumor suppressor p53 to a partner protein.
KW - Coarse-graining
KW - Docking minimization
KW - Ensemble docking
KW - Flexible interface refinement
KW - Fully blind peptide-protein docking
KW - Molecular dynamics refinement
KW - Peptide flexibility
KW - Peptide-protein complex formation
KW - Proteome-wide modeling
UR - https://www.scopus.com/pages/publications/85014003067
U2 - 10.1007/978-1-4939-6798-8_5
DO - 10.1007/978-1-4939-6798-8_5
M3 - Chapter
C2 - 28236233
AN - SCOPUS:85014003067
T3 - Methods in Molecular Biology
SP - 49
EP - 68
BT - Methods in Molecular Biology
PB - Humana Press Inc.
ER -