Identification of potential allosteric binding sites in cathepsin K based on intramolecular communication

被引:3
|
作者
Rocha, Gisele, V [1 ,2 ]
Bastos, Leonardo S. [1 ,3 ]
Costa, Mauricio G. S. [1 ,2 ]
机构
[1] Fundacao Oswaldo Cruz, Educ Informacao & Comunicacao, Programa Comp Cient, Av Brasil 4365, BR-21040222 Rio De Janeiro, Brazil
[2] CNRS, Lab Biol & Pharmacol Appl, Ecole Normale Super Paris Saclay, Cachan, France
[3] London Sch Hyg & Trop Med, Dept Infect Dis Epidemiol, London, England
关键词
allostery; cathepsin K; dynamic networks; molecular dynamics; network theory; MOLECULAR-DYNAMICS; COLLAGENASE ACTIVITY; NETWORKS; PATHWAYS; PROTEINS; FLUCTUATIONS; FLEXIBILITY; PREDICTION; RESIDUES; SURFACE;
D O I
10.1002/prot.25985
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Network theory methods and molecular dynamics (MD) simulations are accepted tools to study allosteric regulation. Indeed, dynamic networks built upon correlation analysis of MD trajectories provide detailed information about communication paths between distant sites. In this context, we aimed to understand whether the efficiency of intramolecular communication could be used to predict the allosteric potential of a given site. To this end, we performed MD simulations and network theory analyses in cathepsin K (catK), whose allosteric sites are well defined. To obtain a quantitative measure of the efficiency of communication, we designed a new protocol that enables the comparison between properties related to ensembles of communication paths obtained from different sites. Further, we applied our strategy to evaluate the allosteric potential of different catK cavities not yet considered for drug design. Our predictions of the allosteric potential based on intramolecular communication correlate well with previous catK experimental and theoretical data. We also discuss the possibility of applying our approach to other proteins from the same family.
引用
收藏
页码:1675 / 1687
页数:13
相关论文
共 50 条
  • [21] HPC Analysis of Multiple Binding Sites Communication and Allosteric Modulations in Drug Design: The HSP Case Study
    Chiappori, Federica
    Milanesi, Luciano
    Merelli, Ivan
    CURRENT DRUG TARGETS, 2016, 17 (14) : 1610 - 1625
  • [22] Integrated machine learning-based virtual screening and biological evaluation for identification of potential inhibitors against cathepsin K
    Parwez, Shahid
    Chaurasia, Animesh
    Mahapatra, Pinaki Parsad
    Ahmed, Shakil
    Siddiqi, Mohammad Imran
    MOLECULAR DIVERSITY, 2024,
  • [23] ANS fluorescence: Potential to augment the identification of the external binding sites of proteins
    Gasymov, Oktay K.
    Glasgow, Ben J.
    BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS, 2007, 1774 (03): : 403 - 411
  • [24] Identification of neurosteroids that are able to interact with allosteric binding sites on purinergic P2X receptors
    Zemkova, Hana
    PURINERGIC SIGNALLING, 2018, 14 : S56 - S57
  • [25] Exploring the Binding Sites of Glycogen Synthase Kinase 3. Identification and Characterization of Allosteric Modulation Cavities
    Palomo, Valle
    Soteras, Ignacio
    Perez, Daniel I.
    Perez, Concepcion
    Gil, Carmen
    Eugenia Campillo, Nuria
    Martinez, Ana
    JOURNAL OF MEDICINAL CHEMISTRY, 2011, 54 (24) : 8461 - 8470
  • [26] Identification of Positive Allosteric Modulators of the D1 Dopamine Receptor That Act at Diverse Binding Sites
    Luderman, Kathryn D.
    Conroy, Jennie L.
    Free, R. Benjamin
    Southall, Noel
    Ferrer, Marc
    Sanchez-Soto, Marta
    Moritz, Amy E.
    Willette, Blair K. A.
    Fyfe, Tim J.
    Jain, Prashi
    Titus, Steve
    Hazelwood, Lisa A.
    Aube, Jeffrey
    Lane, J. Robert
    Frankowski, Kevin J.
    Sibley, David R.
    MOLECULAR PHARMACOLOGY, 2018, 94 (04) : 1197 - 1209
  • [27] GABAA receptors as molecular targets of general anesthetics: identification of binding sites provides clues to allosteric modulation
    Olsen, Richard W.
    Li, Guo-Dong
    CANADIAN JOURNAL OF ANESTHESIA-JOURNAL CANADIEN D ANESTHESIE, 2011, 58 (02): : 206 - 215
  • [28] Identification of binding sites in the nicotinic acetylcholine receptor for TDBzl-etomidate, a photoreactive positive allosteric effector
    Nirthanan, Selvanayagam
    Garcia, Galo, III
    Chiara, David C.
    Husain, S. Shaukat
    Cohen, Jonathan B.
    JOURNAL OF BIOLOGICAL CHEMISTRY, 2008, 283 (32) : 22051 - 22062
  • [29] Unraveling viral drug targets: a deep learning-based approach for the identification of potential binding sites
    Popov, Petr
    Kalinin, Roman
    Buslaev, Pavel
    Kozlovskii, Igor
    Zaretckii, Mark
    Karlov, Dmitry
    Gabibov, Alexander
    Stepanov, Alexey
    BRIEFINGS IN BIOINFORMATICS, 2024, 25 (01)
  • [30] Allosteric modulation of cannabinoid receptors through transmembrane binding sites as a potential therapeutic intervention for pain and inflammation
    Obi, Peter
    Natesan, Senthil
    FASEB JOURNAL, 2021, 35