Side chain similarity comparisons for integrated drug repositioning and potential toxicity assessments in epidemic response scenarios: The case for COVID-19

被引:4
作者
Ab Ghani, Nur Syatila [1 ]
Emrizal, Reeki [2 ]
Makmur, Haslina [2 ]
Firdaus-Raih, Mohd [1 ,2 ]
机构
[1] Univ Kebangsaan Malaysia, Inst Syst Biol, Ukm Bangi 43600, Selangor, Malaysia
[2] Univ Kebangsaan Malaysia, Fac Sci & Technol, Dept Appl Phys, Ukm Bangi 43600, Selangor, Malaysia
关键词
SARS-CoV-2; COVID-19; Drug repositioning; Off-target sites; Side chain similarity; DISEASE; METHOTREXATE; REPLICATION; ACTIVATION; MECHANISMS; RECEPTOR; UPDATE; TARGET; RISK;
D O I
10.1016/j.csbj.2020.10.013
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
Structures of protein-drug-complexes provide an atomic level profile of drug-target interactions. In this work, the three-dimensional arrangements of amino acid side chains in known drug binding sites (substructures) were used to search for similarly arranged sites in SARS-CoV-2 protein structures in the Protein Data Bank for the potential repositioning of approved compounds. We were able to identify 22 target sites for the repositioning of 16 approved drug compounds as potential therapeutics for COVID-19. Using the same approach, we were also able to investigate the potentially promiscuous binding of the 16 compounds to off-target sites that could be implicated in toxicity and side effects that had not been provided by any previous studies. The investigations of binding properties in disease-related proteins derived from the comparison of amino acid substructure arrangements allows for effective mechanism driven decision making to rank and select only the compounds with the highest potential for success and safety to be prioritized for clinical trials or treatments. The intention of this work is not to explicitly identify candidate compounds but to present how an integrated drug repositioning and potential toxicity pipeline using side chain similarity searching algorithms are of great utility in epidemic scenarios involving novel pathogens. In the case of the COVID-19 pandemic caused by the SARS-CoV-2 virus, we demonstrate that the pipeline can identify candidate compounds quickly and sustainably in combination with associated risk factors derived from the analysis of potential off-target site binding by the compounds to be repurposed. (C) 2020 The Author(s). Published by Elsevier B.V. on behalf of Research Network of Computational and Structural Biotechnology.
引用
收藏
页码:2931 / 2944
页数:14
相关论文
共 78 条
[61]   A Selective and Brain Penetrant p38αMAPK Inhibitor Candidate for Neurologic and Neuropsychiatric Disorders That Attenuates Neuroinflammation and Cognitive Dysfunction [J].
Roy, Saktimayee M. ;
Minasov, George ;
Arancio, Ottavio ;
Chico, Laura W. ;
Van Eldik, Linda J. ;
Anderson, Wayne F. ;
Pelletier, Jeffrey C. ;
Watterson, D. Martin .
JOURNAL OF MEDICINAL CHEMISTRY, 2019, 62 (11) :5298-5311
[62]  
Saadat S, 2020, STRUCTURE BASED DRUG, DOI [10.21203/rs.3.rs-28113/v1, DOI 10.21203/RS.3.RS-28113/V1]
[63]   A case of parkinsonism worsened by losartan: A probable new adverse effect [J].
Sarma, G. R. K. ;
Kamath, Vikram ;
Mathew, Thomas ;
Roy, A. K. .
MOVEMENT DISORDERS, 2008, 23 (07) :1055-1055
[64]   Disruption of the Selenocysteine Lyase-Mediated Selenium Recycling Pathway Leads to Metabolic Syndrome in Mice [J].
Seale, Lucia A. ;
Hashimoto, Ann C. ;
Kurokawa, Suguru ;
Gilman, Christy L. ;
Seyedali, Ali ;
Bellinger, Frederick P. ;
Raman, Arjun V. ;
Berry, Marla J. .
MOLECULAR AND CELLULAR BIOLOGY, 2012, 32 (20) :4141-4154
[65]   A comparison of neurodegeneration linked with neuroinflammation in different brain areas of rats after intracerebroventricular colchicine injection [J].
Sil, Susmita ;
Ghosh, Rupsa ;
Sanyal, Moumita ;
Guha, Debjani ;
Ghosh, Tusharkanti .
JOURNAL OF IMMUNOTOXICOLOGY, 2016, 13 (02) :181-190
[66]   The Polypyrimidine Tract-Binding Protein Affects Coronavirus RNA Accumulation Levels and Relocalizes Viral RNAs to Novel Cytoplasmic Domains Different from Replication-Transcription Sites [J].
Sola, Isabel ;
Galan, Carmen ;
Mateos-Gomez, Pedro A. ;
Palacio, Lorena ;
Zuniga, Sonia ;
Cruz, Jazmina L. ;
Almazan, Fernando ;
Enjuanes, Luis .
JOURNAL OF VIROLOGY, 2011, 85 (10) :5136-5149
[67]   Contribution of neutrophil-derived myeloperoxidase in the early phase of fulminant acute respiratory distress syndrome induced by influenza virus infection [J].
Sugamata, Ryuichi ;
Dobashi, Hideki ;
Nagao, Tomokazu ;
Yamamoto, Ki-ichi ;
Nakajima, Noriko ;
Sato, Yuko ;
Aratani, Yasuaki ;
Oshima, Masamichi ;
Sata, Tetsutaro ;
Kobayashi, Kazuo ;
Kawachi, Shoji ;
Nakayama, Toshinori ;
Suzuki, Kazuo .
MICROBIOLOGY AND IMMUNOLOGY, 2012, 56 (03) :171-182
[68]   Valence bond theory for chemical dynamics [J].
Truhlar, Donald G. .
JOURNAL OF COMPUTATIONAL CHEMISTRY, 2007, 28 (01) :73-86
[69]   Importance of the Brain Angiotensin System in Parkinson's Disease [J].
Wright, John W. ;
Harding, Joseph W. .
PARKINSONS DISEASE, 2012, 2012
[70]   Structural Basis for Catalytic and Inhibitory Mechanisms of Human Prostaglandin Reductase PTGR2 [J].
Wu, Yu-Hauh ;
Ko, Tzu-Ping ;
Guo, Rey-Ting ;
Hu, Su-Ming ;
Chuang, Lee-Ming ;
Wang, Andrew H. -J. .
STRUCTURE, 2008, 16 (11) :1714-1723