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
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机构:
Univ Kebangsaan Malaysia, Inst Syst Biol, Ukm Bangi 43600, Selangor, MalaysiaUniv Kebangsaan Malaysia, Inst Syst Biol, Ukm Bangi 43600, Selangor, Malaysia
Ab Ghani, Nur Syatila
[1
]
Emrizal, Reeki
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机构:
Univ Kebangsaan Malaysia, Fac Sci & Technol, Dept Appl Phys, Ukm Bangi 43600, Selangor, MalaysiaUniv Kebangsaan Malaysia, Inst Syst Biol, Ukm Bangi 43600, Selangor, Malaysia
Emrizal, Reeki
[2
]
Makmur, Haslina
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机构:
Univ Kebangsaan Malaysia, Fac Sci & Technol, Dept Appl Phys, Ukm Bangi 43600, Selangor, MalaysiaUniv Kebangsaan Malaysia, Inst Syst Biol, Ukm Bangi 43600, Selangor, Malaysia
Makmur, Haslina
[2
]
Firdaus-Raih, Mohd
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机构:
Univ Kebangsaan Malaysia, Inst Syst Biol, Ukm Bangi 43600, Selangor, Malaysia
Univ Kebangsaan Malaysia, Fac Sci & Technol, Dept Appl Phys, Ukm Bangi 43600, Selangor, MalaysiaUniv Kebangsaan Malaysia, Inst Syst Biol, Ukm Bangi 43600, Selangor, Malaysia
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
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.
机构:
Univ Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USAUniv Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USA
Seale, Lucia A.
;
Hashimoto, Ann C.
论文数: 0引用数: 0
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机构:
Univ Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USAUniv Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USA
Hashimoto, Ann C.
;
Kurokawa, Suguru
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USAUniv Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USA
Kurokawa, Suguru
;
Gilman, Christy L.
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h-index: 0
机构:
Univ Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USAUniv Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USA
Gilman, Christy L.
;
Seyedali, Ali
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h-index: 0
机构:
Univ Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USAUniv Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USA
Seyedali, Ali
;
Bellinger, Frederick P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USAUniv Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USA
Bellinger, Frederick P.
;
Raman, Arjun V.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USAUniv Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USA
Raman, Arjun V.
;
Berry, Marla J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USAUniv Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USA
机构:
Natl Inst Infect Dis, Dept Immunol, Shinjuku Ku, Tokyo 1628640, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Sugamata, Ryuichi
;
Dobashi, Hideki
论文数: 0引用数: 0
h-index: 0
机构:
Natl Inst Infect Dis, Dept Immunol, Shinjuku Ku, Tokyo 1628640, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Dobashi, Hideki
;
Nagao, Tomokazu
论文数: 0引用数: 0
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机构:
Natl Inst Infect Dis, Dept Immunol, Shinjuku Ku, Tokyo 1628640, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Nagao, Tomokazu
;
Yamamoto, Ki-ichi
论文数: 0引用数: 0
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机构:
Natl Inst Infect Dis, Dept Immunol, Shinjuku Ku, Tokyo 1628640, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Yamamoto, Ki-ichi
;
Nakajima, Noriko
论文数: 0引用数: 0
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机构:
Natl Inst Infect Dis, Dept Pathol, Shinjuku Ku, Tokyo 1628640, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Nakajima, Noriko
;
Sato, Yuko
论文数: 0引用数: 0
h-index: 0
机构:
Natl Inst Infect Dis, Dept Pathol, Shinjuku Ku, Tokyo 1628640, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Sato, Yuko
;
Aratani, Yasuaki
论文数: 0引用数: 0
h-index: 0
机构:
Yokohama City Univ, Grad Sch Nanobiosci, Kanazawa Ku, Yokohama, Kanagawa 2360027, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Aratani, Yasuaki
;
Oshima, Masamichi
论文数: 0引用数: 0
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机构:
Natl Inst Infect Dis, Dept Immunol, Shinjuku Ku, Tokyo 1628640, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Oshima, Masamichi
;
Sata, Tetsutaro
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h-index: 0
机构:
Natl Inst Infect Dis, Dept Pathol, Shinjuku Ku, Tokyo 1628640, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Sata, Tetsutaro
;
Kobayashi, Kazuo
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机构:
Natl Inst Infect Dis, Dept Immunol, Shinjuku Ku, Tokyo 1628640, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Kobayashi, Kazuo
;
Kawachi, Shoji
论文数: 0引用数: 0
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机构:
Natl Ctr Global Hlth & Med, Surg Operat Dept, Div Anesthesia, Shinjuku Ku, Tokyo 1628655, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Kawachi, Shoji
;
论文数: 引用数:
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机构:
Nakayama, Toshinori
;
Suzuki, Kazuo
论文数: 0引用数: 0
h-index: 0
机构:
Chiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Natl Inst Infect Dis, Dept Immunol, Shinjuku Ku, Tokyo 1628640, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
机构:
Univ Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USAUniv Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USA
Seale, Lucia A.
;
Hashimoto, Ann C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USAUniv Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USA
Hashimoto, Ann C.
;
Kurokawa, Suguru
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USAUniv Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USA
Kurokawa, Suguru
;
Gilman, Christy L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USAUniv Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USA
Gilman, Christy L.
;
Seyedali, Ali
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USAUniv Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USA
Seyedali, Ali
;
Bellinger, Frederick P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USAUniv Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USA
Bellinger, Frederick P.
;
Raman, Arjun V.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USAUniv Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USA
Raman, Arjun V.
;
Berry, Marla J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USAUniv Hawaii Manoa, John A Burns Sch Med, Dept Cell & Mol Biol, Honolulu, HI 96822 USA
机构:
Natl Inst Infect Dis, Dept Immunol, Shinjuku Ku, Tokyo 1628640, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Sugamata, Ryuichi
;
Dobashi, Hideki
论文数: 0引用数: 0
h-index: 0
机构:
Natl Inst Infect Dis, Dept Immunol, Shinjuku Ku, Tokyo 1628640, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Dobashi, Hideki
;
Nagao, Tomokazu
论文数: 0引用数: 0
h-index: 0
机构:
Natl Inst Infect Dis, Dept Immunol, Shinjuku Ku, Tokyo 1628640, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Nagao, Tomokazu
;
Yamamoto, Ki-ichi
论文数: 0引用数: 0
h-index: 0
机构:
Natl Inst Infect Dis, Dept Immunol, Shinjuku Ku, Tokyo 1628640, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Yamamoto, Ki-ichi
;
Nakajima, Noriko
论文数: 0引用数: 0
h-index: 0
机构:
Natl Inst Infect Dis, Dept Pathol, Shinjuku Ku, Tokyo 1628640, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Nakajima, Noriko
;
Sato, Yuko
论文数: 0引用数: 0
h-index: 0
机构:
Natl Inst Infect Dis, Dept Pathol, Shinjuku Ku, Tokyo 1628640, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Sato, Yuko
;
Aratani, Yasuaki
论文数: 0引用数: 0
h-index: 0
机构:
Yokohama City Univ, Grad Sch Nanobiosci, Kanazawa Ku, Yokohama, Kanagawa 2360027, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Aratani, Yasuaki
;
Oshima, Masamichi
论文数: 0引用数: 0
h-index: 0
机构:
Natl Inst Infect Dis, Dept Immunol, Shinjuku Ku, Tokyo 1628640, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Oshima, Masamichi
;
Sata, Tetsutaro
论文数: 0引用数: 0
h-index: 0
机构:
Natl Inst Infect Dis, Dept Pathol, Shinjuku Ku, Tokyo 1628640, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Sata, Tetsutaro
;
Kobayashi, Kazuo
论文数: 0引用数: 0
h-index: 0
机构:
Natl Inst Infect Dis, Dept Immunol, Shinjuku Ku, Tokyo 1628640, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Kobayashi, Kazuo
;
Kawachi, Shoji
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Global Hlth & Med, Surg Operat Dept, Div Anesthesia, Shinjuku Ku, Tokyo 1628655, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Kawachi, Shoji
;
论文数: 引用数:
h-index:
机构:
Nakayama, Toshinori
;
Suzuki, Kazuo
论文数: 0引用数: 0
h-index: 0
机构:
Chiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan
Natl Inst Infect Dis, Dept Immunol, Shinjuku Ku, Tokyo 1628640, JapanChiba Univ, Grad Sch Med, Dept Immunol, Inflammat Program,Chuo Ku, Chiba 2608670, Japan