IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-31210-w.html
   My bibliography  Save this article

Defining the substrate envelope of SARS-CoV-2 main protease to predict and avoid drug resistance

Author

Listed:
  • Ala M. Shaqra

    (University of Massachusetts Chan Medical School)

  • Sarah N. Zvornicanin

    (University of Massachusetts Chan Medical School)

  • Qiu Yu J. Huang

    (University of Massachusetts Chan Medical School)

  • Gordon J. Lockbaum

    (University of Massachusetts Chan Medical School)

  • Mark Knapp

    (Novartis Institutes for Biomedical Research)

  • Laura Tandeske

    (Novartis Institutes for Biomedical Research)

  • David T. Bakan

    (Novartis Institutes for Biomedical Research)

  • Julia Flynn

    (University of Massachusetts Chan Medical School)

  • Daniel N. A. Bolon

    (University of Massachusetts Chan Medical School)

  • Stephanie Moquin

    (Novartis Institutes for Biomedical Research)

  • Dustin Dovala

    (Novartis Institutes for Biomedical Research)

  • Nese Kurt Yilmaz

    (University of Massachusetts Chan Medical School)

  • Celia A. Schiffer

    (University of Massachusetts Chan Medical School)

Abstract

Coronaviruses can evolve and spread rapidly to cause severe disease morbidity and mortality, as exemplified by SARS-CoV-2 variants of the COVID-19 pandemic. Although currently available vaccines remain mostly effective against SARS-CoV-2 variants, additional treatment strategies are needed. Inhibitors that target essential viral enzymes, such as proteases and polymerases, represent key classes of antivirals. However, clinical use of antiviral therapies inevitably leads to emergence of drug resistance. In this study we implemented a strategy to pre-emptively address drug resistance to protease inhibitors targeting the main protease (Mpro) of SARS-CoV-2, an essential enzyme that promotes viral maturation. We solved nine high-resolution cocrystal structures of SARS-CoV-2 Mpro bound to substrate peptides and six structures with cleavage products. These structures enabled us to define the substrate envelope of Mpro, map the critical recognition elements, and identify evolutionarily vulnerable sites that may be susceptible to resistance mutations that would compromise binding of the newly developed Mpro inhibitors. Our results suggest strategies for developing robust inhibitors against SARS-CoV-2 that will retain longer-lasting efficacy against this evolving viral pathogen.

Suggested Citation

  • Ala M. Shaqra & Sarah N. Zvornicanin & Qiu Yu J. Huang & Gordon J. Lockbaum & Mark Knapp & Laura Tandeske & David T. Bakan & Julia Flynn & Daniel N. A. Bolon & Stephanie Moquin & Dustin Dovala & Nese , 2022. "Defining the substrate envelope of SARS-CoV-2 main protease to predict and avoid drug resistance," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-31210-w
    DOI: 10.1038/s41467-022-31210-w
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-31210-w
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-31210-w?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Zhenming Jin & Xiaoyu Du & Yechun Xu & Yongqiang Deng & Meiqin Liu & Yao Zhao & Bing Zhang & Xiaofeng Li & Leike Zhang & Chao Peng & Yinkai Duan & Jing Yu & Lin Wang & Kailin Yang & Fengjiang Liu & Re, 2020. "Structure of Mpro from SARS-CoV-2 and discovery of its inhibitors," Nature, Nature, vol. 582(7811), pages 289-293, June.
    2. Bjoern Meyer & Jeanne Chiaravalli & Stacy Gellenoncourt & Philip Brownridge & Dominic P. Bryne & Leonard A. Daly & Arturas Grauslys & Marius Walter & Fabrice Agou & Lisa A. Chakrabarti & Charles S. Cr, 2021. "Characterising proteolysis during SARS-CoV-2 infection identifies viral cleavage sites and cellular targets with therapeutic potential," Nature Communications, Nature, vol. 12(1), pages 1-16, December.
    3. Daniel W. Kneller & Gwyndalyn Phillips & Hugh M. O’Neill & Robert Jedrzejczak & Lucy Stols & Paul Langan & Andrzej Joachimiak & Leighton Coates & Andrey Kovalevsky, 2020. "Structural plasticity of SARS-CoV-2 3CL Mpro active site cavity revealed by room temperature X-ray crystallography," Nature Communications, Nature, vol. 11(1), pages 1-6, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jaeyong Lee & Calem Kenward & Liam J. Worrall & Marija Vuckovic & Francesco Gentile & Anh-Tien Ton & Myles Ng & Artem Cherkasov & Natalie C. J. Strynadka & Mark Paetzel, 2022. "X-ray crystallographic characterization of the SARS-CoV-2 main protease polyprotein cleavage sites essential for viral processing and maturation," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    2. Nik Franko & Ana Palma Teixeira & Shuai Xue & Ghislaine Charpin-El Hamri & Martin Fussenegger, 2021. "Design of modular autoproteolytic gene switches responsive to anti-coronavirus drug candidates," Nature Communications, Nature, vol. 12(1), pages 1-12, December.
    3. Gabriela Dias Noske & Yun Song & Rafaela Sachetto Fernandes & Rod Chalk & Haitem Elmassoudi & Lizbé Koekemoer & C. David Owen & Tarick J. El-Baba & Carol V. Robinson & Glaucius Oliva & Andre Schutzer , 2023. "An in-solution snapshot of SARS-COV-2 main protease maturation process and inhibition," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    4. Lisa-Marie Funk & Gereon Poschmann & Fabian Rabe von Pappenheim & Ashwin Chari & Kim M. Stegmann & Antje Dickmanns & Marie Wensien & Nora Eulig & Elham Paknia & Gabi Heyne & Elke Penka & Arwen R. Pear, 2024. "Multiple redox switches of the SARS-CoV-2 main protease in vitro provide opportunities for drug design," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    5. Zeyin Yan & Dacong Wei & Xin Li & Lung Wa Chung, 2024. "Accelerating reliable multiscale quantum refinement of protein–drug systems enabled by machine learning," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    6. Xiangrui Jiang & Haixia Su & Weijuan Shang & Feng Zhou & Yan Zhang & Wenfeng Zhao & Qiumeng Zhang & Hang Xie & Lei Jiang & Tianqing Nie & Feipu Yang & Muya Xiong & Xiaoxing Huang & Minjun Li & Ping Ch, 2023. "Structure-based development and preclinical evaluation of the SARS-CoV-2 3C-like protease inhibitor simnotrelvir," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    7. Ella Borberg & Eran Granot & Fernando Patolsky, 2022. "Ultrafast one-minute electronic detection of SARS-CoV-2 infection by 3CLpro enzymatic activity in untreated saliva samples," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    8. Tetsuro Matsunaga & Hirohito Sano & Katsuya Takita & Masanobu Morita & Shun Yamanaka & Tomohiro Ichikawa & Tadahisa Numakura & Tomoaki Ida & Minkyung Jung & Seiryo Ogata & Sunghyeon Yoon & Naoya Fujin, 2023. "Supersulphides provide airway protection in viral and chronic lung diseases," Nature Communications, Nature, vol. 14(1), pages 1-25, December.
    9. Mikhail A. Hameedi & Erica T. Prates & Michael R. Garvin & Irimpan I. Mathews & B. Kirtley Amos & Omar Demerdash & Mark Bechthold & Mamta Iyer & Simin Rahighi & Daniel W. Kneller & Andrey Kovalevsky &, 2022. "Structural and functional characterization of NEMO cleavage by SARS-CoV-2 3CLpro," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    10. Rana Abdelnabi & Caroline S. Foo & Dirk Jochmans & Laura Vangeel & Steven De Jonghe & Patrick Augustijns & Raf Mols & Birgit Weynand & Thanaporn Wattanakul & Richard M. Hoglund & Joel Tarning & Charle, 2022. "The oral protease inhibitor (PF-07321332) protects Syrian hamsters against infection with SARS-CoV-2 variants of concern," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
    11. Norman Tran & Sathish Dasari & Sarah A. E. Barwell & Matthew J. McLeod & Subha Kalyaanamoorthy & Todd Holyoak & Aravindhan Ganesan, 2023. "The H163A mutation unravels an oxidized conformation of the SARS-CoV-2 main protease," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    12. Dongtak Lee & Hyo Gi Jung & Dongsung Park & Junho Bang & Da Yeon Cheong & Jae Won Jang & Yonghwan Kim & Seungmin Lee & Sang Won Lee & Gyudo Lee & Yeon Ho Kim & Ji Hye Hong & Kyo Seon Hwang & Jeong Hoo, 2024. "Bioengineered amyloid peptide for rapid screening of inhibitors against main protease of SARS-CoV-2," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    13. Rana Abdelnabi & Dirk Jochmans & Kim Donckers & Bettina Trüeb & Nadine Ebert & Birgit Weynand & Volker Thiel & Johan Neyts, 2023. "Nirmatrelvir-resistant SARS-CoV-2 is efficiently transmitted in female Syrian hamsters and retains partial susceptibility to treatment," Nature Communications, Nature, vol. 14(1), pages 1-7, December.
    14. Hengrui Liu & Sho Iketani & Arie Zask & Nisha Khanizeman & Eva Bednarova & Farhad Forouhar & Brandon Fowler & Seo Jung Hong & Hiroshi Mohri & Manoj S. Nair & Yaoxing Huang & Nicholas E. S. Tay & Sumin, 2022. "Development of optimized drug-like small molecule inhibitors of the SARS-CoV-2 3CL protease for treatment of COVID-19," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    15. Mohammad (Behdad) Jamshidi & Omid Moztarzadeh & Alireza Jamshidi & Ahmed Abdelgawad & Ayman S. El-Baz & Lukas Hauer, 2023. "Future of Drug Discovery: The Synergy of Edge Computing, Internet of Medical Things, and Deep Learning," Future Internet, MDPI, vol. 15(4), pages 1-15, April.
    16. Yida Jiang & Xinghe Zhang & Honggang Nie & Jianxiong Fan & Shuangshuang Di & Hui Fu & Xiu Zhang & Lijuan Wang & Chun Tang, 2024. "Dissecting diazirine photo-reaction mechanism for protein residue-specific cross-linking and distance mapping," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
    17. Daniel W. Kneller & Hui Li & Gwyndalyn Phillips & Kevin L. Weiss & Qiu Zhang & Mark A. Arnould & Colleen B. Jonsson & Surekha Surendranathan & Jyothi Parvathareddy & Matthew P. Blakeley & Leighton Coa, 2022. "Covalent narlaprevir- and boceprevir-derived hybrid inhibitors of SARS-CoV-2 main protease," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    18. Michael H. J. Rhodin & Archie C. Reyes & Anand Balakrishnan & Nalini Bisht & Nicole M. Kelly & Joyce Sweeney Gibbons & Jonathan Lloyd & Michael Vaine & Tessa Cressey & Miranda Crepeau & Ruichao Shen &, 2024. "The small molecule inhibitor of SARS-CoV-2 3CLpro EDP-235 prevents viral replication and transmission in vivo," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    19. Federico Iacovelli & Gaetana Costanza & Alice Romeo & Terenzio Cosio & Caterina Lanna & Antonino Bagnulo & Umberto Di Maio & Alice Sbardella & Roberta Gaziano & Sandro Grelli & Ettore Squillaci & Ales, 2022. "Interaction of Pelargonium sidoides Compounds with Lactoferrin and SARS-CoV-2: Insights from Molecular Simulations," IJERPH, MDPI, vol. 19(9), pages 1-22, April.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-31210-w. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.