structure-based drug design;
computational biology and chemistry;
non-covalent molecular recognition;
conformational change;
protein entropy;
biophysics;
protein-protein interaction;
protein inhibition;
MOLECULAR-DYNAMICS;
THIOPURINE ANALOGS;
CORONAVIRUS;
SARS;
RECOGNITION;
AMBER;
D O I:
10.3389/fmolb.2020.00174
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:
Covid-19 is caused by a novel form of coronavirus for which there are currently no vaccines or anti-viral drugs. This virus, termed SARS-CoV-2 (CoV2), contains Papain-like protease (PLpro) involved in viral replication and immune response evasion. Drugs targeting this protease therefore have great potential for inhibiting the virus, and have proven successful in older coronaviruses. Here, we introduce two effective inhibitors of SARS-CoV-1 (CoV1) and MERS-CoV to assess their potential for inhibiting CoV2 PLpro. We ran 1 mu s molecular dynamics (MD) simulations of CoV2, CoV1, and MERS-CoV ligand-free PLpro to characterize the dynamics of CoV2 PLpro, and made comparisons between the three to elucidate important similarities and differences relevant to drug design and ubiquitin-like protein binding for deubiquitinating and deISGylating activity of CoV2. Next, we simulated the inhibitors bound to CoV1 and CoV2 PLpro in various poses and at different known binding sites to analyze their binding modes. We found that the naphthalene-based ligand shows strong potential as an inhibitor of CoV2 PLpro by binding at the putative naphthalene inhibitor binding site in both computational predictions and experimental assays. Our modeling work suggested strategies to improve naphthalene-based compounds, and our results from molecular docking showed that the newly designed compounds exhibited improved binding affinity. The other ligand, chemotherapy drug 6-mercaptopurine (6MP), showed little to no stable intermolecular interaction with PLpro and quickly dissociated or remained highly mobile. We demonstrate multiple ways to improve the binding affinity of the naphthalene-based inhibitor scaffold by engaging new residues in the unused space of the binding site. Analysis of CoV2 PLpro also brings insights into recognition of ubiquitin-like proteins that may alter innate immune response.
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机构:
Purdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USAPurdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USA
Baez-Santos, Yahira M.
Barraza, Scott J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Vahlteich Med Chem Core, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Med Chem, Coll Pharm, Ann Arbor, MI 48109 USAPurdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USA
Barraza, Scott J.
Wilson, Michael W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Vahlteich Med Chem Core, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Med Chem, Coll Pharm, Ann Arbor, MI 48109 USAPurdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USA
Wilson, Michael W.
Agius, Michael P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Vahlteich Med Chem Core, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Med Chem, Coll Pharm, Ann Arbor, MI 48109 USAPurdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USA
Agius, Michael P.
Mielech, Anna M.
论文数: 0引用数: 0
h-index: 0
机构:
Loyola Univ Chicago, Stritch Sch Med, Dept Microbiol & Immunol, Maywood, IL 60153 USAPurdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USA
Mielech, Anna M.
Davis, Nicole M.
论文数: 0引用数: 0
h-index: 0
机构:
Purdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USAPurdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USA
Davis, Nicole M.
Baker, Susan C.
论文数: 0引用数: 0
h-index: 0
机构:
Loyola Univ Chicago, Stritch Sch Med, Dept Microbiol & Immunol, Maywood, IL 60153 USAPurdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USA
Baker, Susan C.
Larsen, Scott D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Vahlteich Med Chem Core, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Med Chem, Coll Pharm, Ann Arbor, MI 48109 USAPurdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USA
Larsen, Scott D.
Mesecar, Andrew D.
论文数: 0引用数: 0
h-index: 0
机构:
Purdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USAPurdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USA
机构:
NYU, Sch Med, Dept Biochem & Mol Pharmacol, New York, NY 10016 USA
Sloan Kettering Inst, Struct Biol Program, 1275 York Ave, New York, NY 10065 USANYU, Sch Med, Dept Biochem & Mol Pharmacol, New York, NY 10016 USA
Bekes, Miklos
van Noort, Gerbrand J. van der Heden
论文数: 0引用数: 0
h-index: 0
机构:
Netherlands Canc Inst NKI, Div Cell Biol 2, Plesmanlaan 121, NL-1066 CX Amsterdam, NetherlandsNYU, Sch Med, Dept Biochem & Mol Pharmacol, New York, NY 10016 USA
van Noort, Gerbrand J. van der Heden
Ekkebus, Reggy
论文数: 0引用数: 0
h-index: 0
机构:
Netherlands Canc Inst NKI, Div Cell Biol 2, Plesmanlaan 121, NL-1066 CX Amsterdam, NetherlandsNYU, Sch Med, Dept Biochem & Mol Pharmacol, New York, NY 10016 USA
Ekkebus, Reggy
Ovaa, Huib
论文数: 0引用数: 0
h-index: 0
机构:
Netherlands Canc Inst NKI, Div Cell Biol 2, Plesmanlaan 121, NL-1066 CX Amsterdam, NetherlandsNYU, Sch Med, Dept Biochem & Mol Pharmacol, New York, NY 10016 USA
Ovaa, Huib
Huang, Tony T.
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Sch Med, Dept Biochem & Mol Pharmacol, New York, NY 10016 USANYU, Sch Med, Dept Biochem & Mol Pharmacol, New York, NY 10016 USA
Huang, Tony T.
Lima, Christopher D.
论文数: 0引用数: 0
h-index: 0
机构:
Sloan Kettering Inst, Struct Biol Program, 1275 York Ave, New York, NY 10065 USA
Howard Hughes Med Inst, 1275 York Ave, New York, NY 10065 USANYU, Sch Med, Dept Biochem & Mol Pharmacol, New York, NY 10016 USA
机构:
Natl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Natl Yang Ming Univ, Inst Genome Sci, Taipei 112, TaiwanNatl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Cheng, Kai-Wen
Cheng, Shu-Chun
论文数: 0引用数: 0
h-index: 0
机构:
Chang Gung Mem Hosp, Dept Nephrol, Keelung 204, TaiwanNatl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Cheng, Shu-Chun
Chen, Wei-Yi
论文数: 0引用数: 0
h-index: 0
机构:
Natl Yang Ming Univ, Inst Biochem & Mol Biol, Taipei 112, TaiwanNatl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Chen, Wei-Yi
Lin, Min-Han
论文数: 0引用数: 0
h-index: 0
机构:
Natl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Natl Yang Ming Univ, Inst Genome Sci, Taipei 112, TaiwanNatl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Lin, Min-Han
Chuang, Shang-Ju
论文数: 0引用数: 0
h-index: 0
机构:
Natl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Natl Yang Ming Univ, Inst Genome Sci, Taipei 112, TaiwanNatl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Chuang, Shang-Ju
Cheng, I-Hsin
论文数: 0引用数: 0
h-index: 0
机构:
Natl Yang Ming Univ, Inst Biochem & Mol Biol, Taipei 112, TaiwanNatl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Cheng, I-Hsin
Sun, Chiao-Yin
论文数: 0引用数: 0
h-index: 0
机构:
Chang Gung Mem Hosp, Dept Nephrol, Keelung 204, TaiwanNatl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Sun, Chiao-Yin
Chou, Chi-Yuan
论文数: 0引用数: 0
h-index: 0
机构:
Natl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Natl Yang Ming Univ, Inst Genome Sci, Taipei 112, TaiwanNatl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
机构:
Natl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Natl Yang Ming Univ, Inst Genome Sci, Taipei 112, TaiwanNatl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, Taiwan
Chou, Chi-Yuan
Chien, Chia-Hui
论文数: 0引用数: 0
h-index: 0
机构:
Natl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, TaiwanNatl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, Taiwan
Chien, Chia-Hui
Han, Yu-San
论文数: 0引用数: 0
h-index: 0
机构:
Natl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, TaiwanNatl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, Taiwan
Han, Yu-San
Prebanda, Mojca Trstenjak
论文数: 0引用数: 0
h-index: 0
机构:
Jozef Stefan Inst, Dept Biochem Mol & Struct Biol, SI-1000 Ljubljana, SloveniaNatl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, Taiwan
Prebanda, Mojca Trstenjak
Hsieh, Hsing-Pang
论文数: 0引用数: 0
h-index: 0
机构:
Natl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, TaiwanNatl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, Taiwan
Hsieh, Hsing-Pang
Turk, Boris
论文数: 0引用数: 0
h-index: 0
机构:
Jozef Stefan Inst, Dept Biochem Mol & Struct Biol, SI-1000 Ljubljana, SloveniaNatl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, Taiwan
Turk, Boris
Chang, Gu-Gang
论文数: 0引用数: 0
h-index: 0
机构:
Natl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Natl Yang Ming Univ, Inst Genome Sci, Taipei 112, TaiwanNatl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, Taiwan
Chang, Gu-Gang
Chen, Xin
论文数: 0引用数: 0
h-index: 0
机构:
Natl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, TaiwanNatl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, Taiwan
机构:
Purdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USAPurdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USA
Baez-Santos, Yahira M.
Barraza, Scott J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Vahlteich Med Chem Core, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Med Chem, Coll Pharm, Ann Arbor, MI 48109 USAPurdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USA
Barraza, Scott J.
Wilson, Michael W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Vahlteich Med Chem Core, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Med Chem, Coll Pharm, Ann Arbor, MI 48109 USAPurdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USA
Wilson, Michael W.
Agius, Michael P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Vahlteich Med Chem Core, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Med Chem, Coll Pharm, Ann Arbor, MI 48109 USAPurdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USA
Agius, Michael P.
Mielech, Anna M.
论文数: 0引用数: 0
h-index: 0
机构:
Loyola Univ Chicago, Stritch Sch Med, Dept Microbiol & Immunol, Maywood, IL 60153 USAPurdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USA
Mielech, Anna M.
Davis, Nicole M.
论文数: 0引用数: 0
h-index: 0
机构:
Purdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USAPurdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USA
Davis, Nicole M.
Baker, Susan C.
论文数: 0引用数: 0
h-index: 0
机构:
Loyola Univ Chicago, Stritch Sch Med, Dept Microbiol & Immunol, Maywood, IL 60153 USAPurdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USA
Baker, Susan C.
Larsen, Scott D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Vahlteich Med Chem Core, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Med Chem, Coll Pharm, Ann Arbor, MI 48109 USAPurdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USA
Larsen, Scott D.
Mesecar, Andrew D.
论文数: 0引用数: 0
h-index: 0
机构:
Purdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USAPurdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USA
机构:
NYU, Sch Med, Dept Biochem & Mol Pharmacol, New York, NY 10016 USA
Sloan Kettering Inst, Struct Biol Program, 1275 York Ave, New York, NY 10065 USANYU, Sch Med, Dept Biochem & Mol Pharmacol, New York, NY 10016 USA
Bekes, Miklos
van Noort, Gerbrand J. van der Heden
论文数: 0引用数: 0
h-index: 0
机构:
Netherlands Canc Inst NKI, Div Cell Biol 2, Plesmanlaan 121, NL-1066 CX Amsterdam, NetherlandsNYU, Sch Med, Dept Biochem & Mol Pharmacol, New York, NY 10016 USA
van Noort, Gerbrand J. van der Heden
Ekkebus, Reggy
论文数: 0引用数: 0
h-index: 0
机构:
Netherlands Canc Inst NKI, Div Cell Biol 2, Plesmanlaan 121, NL-1066 CX Amsterdam, NetherlandsNYU, Sch Med, Dept Biochem & Mol Pharmacol, New York, NY 10016 USA
Ekkebus, Reggy
Ovaa, Huib
论文数: 0引用数: 0
h-index: 0
机构:
Netherlands Canc Inst NKI, Div Cell Biol 2, Plesmanlaan 121, NL-1066 CX Amsterdam, NetherlandsNYU, Sch Med, Dept Biochem & Mol Pharmacol, New York, NY 10016 USA
Ovaa, Huib
Huang, Tony T.
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Sch Med, Dept Biochem & Mol Pharmacol, New York, NY 10016 USANYU, Sch Med, Dept Biochem & Mol Pharmacol, New York, NY 10016 USA
Huang, Tony T.
Lima, Christopher D.
论文数: 0引用数: 0
h-index: 0
机构:
Sloan Kettering Inst, Struct Biol Program, 1275 York Ave, New York, NY 10065 USA
Howard Hughes Med Inst, 1275 York Ave, New York, NY 10065 USANYU, Sch Med, Dept Biochem & Mol Pharmacol, New York, NY 10016 USA
机构:
Natl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Natl Yang Ming Univ, Inst Genome Sci, Taipei 112, TaiwanNatl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Cheng, Kai-Wen
Cheng, Shu-Chun
论文数: 0引用数: 0
h-index: 0
机构:
Chang Gung Mem Hosp, Dept Nephrol, Keelung 204, TaiwanNatl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Cheng, Shu-Chun
Chen, Wei-Yi
论文数: 0引用数: 0
h-index: 0
机构:
Natl Yang Ming Univ, Inst Biochem & Mol Biol, Taipei 112, TaiwanNatl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Chen, Wei-Yi
Lin, Min-Han
论文数: 0引用数: 0
h-index: 0
机构:
Natl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Natl Yang Ming Univ, Inst Genome Sci, Taipei 112, TaiwanNatl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Lin, Min-Han
Chuang, Shang-Ju
论文数: 0引用数: 0
h-index: 0
机构:
Natl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Natl Yang Ming Univ, Inst Genome Sci, Taipei 112, TaiwanNatl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Chuang, Shang-Ju
Cheng, I-Hsin
论文数: 0引用数: 0
h-index: 0
机构:
Natl Yang Ming Univ, Inst Biochem & Mol Biol, Taipei 112, TaiwanNatl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Cheng, I-Hsin
Sun, Chiao-Yin
论文数: 0引用数: 0
h-index: 0
机构:
Chang Gung Mem Hosp, Dept Nephrol, Keelung 204, TaiwanNatl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Sun, Chiao-Yin
Chou, Chi-Yuan
论文数: 0引用数: 0
h-index: 0
机构:
Natl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Natl Yang Ming Univ, Inst Genome Sci, Taipei 112, TaiwanNatl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
机构:
Natl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Natl Yang Ming Univ, Inst Genome Sci, Taipei 112, TaiwanNatl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, Taiwan
Chou, Chi-Yuan
Chien, Chia-Hui
论文数: 0引用数: 0
h-index: 0
机构:
Natl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, TaiwanNatl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, Taiwan
Chien, Chia-Hui
Han, Yu-San
论文数: 0引用数: 0
h-index: 0
机构:
Natl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, TaiwanNatl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, Taiwan
Han, Yu-San
Prebanda, Mojca Trstenjak
论文数: 0引用数: 0
h-index: 0
机构:
Jozef Stefan Inst, Dept Biochem Mol & Struct Biol, SI-1000 Ljubljana, SloveniaNatl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, Taiwan
Prebanda, Mojca Trstenjak
Hsieh, Hsing-Pang
论文数: 0引用数: 0
h-index: 0
机构:
Natl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, TaiwanNatl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, Taiwan
Hsieh, Hsing-Pang
Turk, Boris
论文数: 0引用数: 0
h-index: 0
机构:
Jozef Stefan Inst, Dept Biochem Mol & Struct Biol, SI-1000 Ljubljana, SloveniaNatl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, Taiwan
Turk, Boris
Chang, Gu-Gang
论文数: 0引用数: 0
h-index: 0
机构:
Natl Yang Ming Univ, Dept Life Sci, Taipei 112, Taiwan
Natl Yang Ming Univ, Inst Genome Sci, Taipei 112, TaiwanNatl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, Taiwan
Chang, Gu-Gang
Chen, Xin
论文数: 0引用数: 0
h-index: 0
机构:
Natl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, TaiwanNatl Hlth Res Inst, Div Biotechnol & Phamaceut Res, Zhunan Town 350, Miaoli County, Taiwan