IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-28603-2.html
   My bibliography  Save this article

Secondary structural ensembles of the SARS-CoV-2 RNA genome in infected cells

Author

Listed:
  • Tammy C. T. Lan

    (Whitehead Institute for Biomedical Research
    Harvard University)

  • Matty F. Allan

    (Whitehead Institute for Biomedical Research
    Harvard Medical School
    Massachusetts Institute of Technology
    Computational and Systems Biology, Massachusetts Institute of Technology)

  • Lauren E. Malsick

    (National Emerging Infectious Diseases Laboratories, Boston University School of Medicine, Boston University)

  • Jia Z. Woo

    (Whitehead Institute for Biomedical Research
    Harvard Medical School)

  • Chi Zhu

    (University of California
    Innovative Genomics Institute, University of California)

  • Fengrui Zhang

    (Whitehead Institute for Biomedical Research)

  • Stuti Khandwala

    (Whitehead Institute for Biomedical Research
    Massachusetts Institute of Technology
    Massachusetts Institute of Technology)

  • Sherry S. Y. Nyeo

    (Whitehead Institute for Biomedical Research
    Massachusetts Institute of Technology
    Massachusetts Institute of Technology)

  • Yu Sun

    (Yale University School of Medicine)

  • Junjie U. Guo

    (Yale University School of Medicine)

  • Mark Bathe

    (Massachusetts Institute of Technology)

  • Anders Näär

    (University of California
    Innovative Genomics Institute, University of California)

  • Anthony Griffiths

    (National Emerging Infectious Diseases Laboratories, Boston University School of Medicine, Boston University)

  • Silvi Rouskin

    (Whitehead Institute for Biomedical Research
    Harvard Medical School)

Abstract

SARS-CoV-2 is a betacoronavirus with a single-stranded, positive-sense, 30-kilobase RNA genome responsible for the ongoing COVID-19 pandemic. Although population average structure models of the genome were recently reported, there is little experimental data on native structural ensembles, and most structures lack functional characterization. Here we report secondary structure heterogeneity of the entire SARS-CoV-2 genome in two lines of infected cells at single nucleotide resolution. Our results reveal alternative RNA conformations across the genome and at the critical frameshifting stimulation element (FSE) that are drastically different from prevailing population average models. Importantly, we find that this structural ensemble promotes frameshifting rates much higher than the canonical minimal FSE and similar to ribosome profiling studies. Our results highlight the value of studying RNA in its full length and cellular context. The genomic structures detailed here lay groundwork for coronavirus RNA biology and will guide the design of SARS-CoV-2 RNA-based therapeutics.

Suggested Citation

  • Tammy C. T. Lan & Matty F. Allan & Lauren E. Malsick & Jia Z. Woo & Chi Zhu & Fengrui Zhang & Stuti Khandwala & Sherry S. Y. Nyeo & Yu Sun & Junjie U. Guo & Mark Bathe & Anders Näär & Anthony Griffith, 2022. "Secondary structural ensembles of the SARS-CoV-2 RNA genome in infected cells," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-28603-2
    DOI: 10.1038/s41467-022-28603-2
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-28603-2
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-28603-2?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. Robert C. Spitale & Ryan A. Flynn & Qiangfeng Cliff Zhang & Pete Crisalli & Byron Lee & Jong-Wha Jung & Hannes Y. Kuchelmeister & Pedro J. Batista & Eduardo A. Torre & Eric T. Kool & Howard Y. Chang, 2015. "Erratum: Structural imprints in vivo decode RNA regulatory mechanisms," Nature, Nature, vol. 527(7577), pages 264-264, November.
    2. Siwy Ling Yang & Louis DeFalco & Danielle E. Anderson & Yu Zhang & Jong Ghut Ashley Aw & Su Ying Lim & Xin Ni Lim & Kiat Yee Tan & Tong Zhang & Tanu Chawla & Yan Su & Alexander Lezhava & Andres Merits, 2021. "Comprehensive mapping of SARS-CoV-2 interactions in vivo reveals functional virus-host interactions," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
    3. Krishna Neupane & Meng Zhao & Aaron Lyons & Sneha Munshi & Sandaru M. Ileperuma & Dustin B. Ritchie & Noel Q. Hoffer & Abhishek Narayan & Michael T. Woodside, 2021. "Structural dynamics of single SARS-CoV-2 pseudoknot molecules reveal topologically distinct conformers," Nature Communications, Nature, vol. 12(1), pages 1-9, December.
    4. Robert C. Spitale & Ryan A. Flynn & Qiangfeng Cliff Zhang & Pete Crisalli & Byron Lee & Jong-Wha Jung & Hannes Y. Kuchelmeister & Pedro J. Batista & Eduardo A. Torre & Eric T. Kool & Howard Y. Chang, 2015. "Structural imprints in vivo decode RNA regulatory mechanisms," Nature, Nature, vol. 519(7544), pages 486-490, March.
    5. Silvi Rouskin & Meghan Zubradt & Stefan Washietl & Manolis Kellis & Jonathan S. Weissman, 2014. "Genome-wide probing of RNA structure reveals active unfolding of mRNA structures in vivo," Nature, Nature, vol. 505(7485), pages 701-705, January.
    6. Yaara Finkel & Orel Mizrahi & Aharon Nachshon & Shira Weingarten-Gabbay & David Morgenstern & Yfat Yahalom-Ronen & Hadas Tamir & Hagit Achdout & Dana Stein & Ofir Israeli & Adi Beth-Din & Sharon Melam, 2021. "The coding capacity of SARS-CoV-2," Nature, Nature, vol. 589(7840), pages 125-130, January.
    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. Ryan Damme & Kongpan Li & Minjie Zhang & Jianhui Bai & Wilson H. Lee & Joseph D. Yesselman & Zhipeng Lu & Willem A. Velema, 2022. "Chemical reversible crosslinking enables measurement of RNA 3D distances and alternative conformations in cells," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    2. Bo Yu & Pan Li & Qiangfeng Cliff Zhang & Lin Hou, 2022. "Differential analysis of RNA structure probing experiments at nucleotide resolution: uncovering regulatory functions of RNA structure," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    3. Gongwang Yu & Yao Liu & Zizhang Li & Shuyun Deng & Zhuoxing Wu & Xiaoyu Zhang & Wenbo Chen & Junnan Yang & Xiaoshu Chen & Jian-Rong Yang, 2023. "Genome-wide probing of eukaryotic nascent RNA structure elucidates cotranscriptional folding and its antimutagenic effect," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    4. Ainara González-Iglesias & Aida Arcas & Ana Domingo-Muelas & Estefania Mancini & Joan Galcerán & Juan Valcárcel & Isabel Fariñas & M. Angela Nieto, 2024. "Intron detention tightly regulates the stemness/differentiation switch in the adult neurogenic niche," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    5. Haoran Zhu & Yuning Yang & Yunhe Wang & Fuzhou Wang & Yujian Huang & Yi Chang & Ka-chun Wong & Xiangtao Li, 2023. "Dynamic characterization and interpretation for protein-RNA interactions across diverse cellular conditions using HDRNet," Nature Communications, Nature, vol. 14(1), pages 1-22, December.
    6. Bin Shao & Jiawei Yan & Jing Zhang & Lili Liu & Ye Chen & Allen R. Buskirk, 2024. "Riboformer: a deep learning framework for predicting context-dependent translation dynamics," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
    7. Shurong Liu & Junhong Huang & Jie Zhou & Siyan Chen & Wujian Zheng & Chang Liu & Qiao Lin & Ping Zhang & Di Wu & Simeng He & Jiayi Ye & Shun Liu & Keren Zhou & Bin Li & Lianghu Qu & Jianhua Yang, 2024. "NAP-seq reveals multiple classes of structured noncoding RNAs with regulatory functions," Nature Communications, Nature, vol. 15(1), pages 1-21, December.
    8. Sepideh Tavakoli & Mohammad Nabizadeh & Amr Makhamreh & Howard Gamper & Caroline A. McCormick & Neda K. Rezapour & Ya-Ming Hou & Meni Wanunu & Sara H. Rouhanifard, 2023. "Semi-quantitative detection of pseudouridine modifications and type I/II hypermodifications in human mRNAs using direct long-read sequencing," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    9. Debjit Khan & Iyappan Ramachandiran & Kommireddy Vasu & Arnab China & Krishnendu Khan & Fabio Cumbo & Dalia Halawani & Fulvia Terenzi & Isaac Zin & Briana Long & Gregory Costain & Susan Blaser & Amand, 2024. "Homozygous EPRS1 missense variant causing hypomyelinating leukodystrophy-15 alters variant-distal mRNA m6A site accessibility," Nature Communications, Nature, vol. 15(1), pages 1-24, December.
    10. Harshita Sharma & Matthew N. Z. Valentine & Naoko Toki & Hiromi Nishiyori Sueki & Stefano Gustincich & Hazuki Takahashi & Piero Carninci, 2024. "Decryption of sequence, structure, and functional features of SINE repeat elements in SINEUP non-coding RNA-mediated post-transcriptional gene regulation," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    11. David Gomez-Zepeda & Danielle Arnold-Schild & Julian Beyrle & Arthur Declercq & Ralf Gabriels & Elena Kumm & Annica Preikschat & Mateusz Krzysztof Łącki & Aurélie Hirschler & Jeewan Babu Rijal & Chris, 2024. "Thunder-DDA-PASEF enables high-coverage immunopeptidomics and is boosted by MS2Rescore with MS2PIP timsTOF fragmentation prediction model," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    12. Ioanna Tzani & Marina Castro-Rivadeneyra & Paul Kelly & Lisa Strasser & Lin Zhang & Martin Clynes & Barry L. Karger & Niall Barron & Jonathan Bones & Colin Clarke, 2024. "Detection of host cell microprotein impurities in antibody drug products," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    13. Xiang Liu & Wern Hann Ng & Eva Zusinaite & Joseph Freitas & Adam Taylor & Venugopal Yerragunta & Shukra Madhaha Aavula & Sambaiah Gorriparthi & Santhakumar Ponsekaran & Rama Lakshmi Bonda & Priyanka M, 2024. "A single-dose intranasal live-attenuated codon deoptimized vaccine provides broad protection against SARS-CoV-2 and its variants," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    14. Shuting Yan & Qiyao Zhu & Swati Jain & Tamar Schlick, 2022. "Length-dependent motions of SARS-CoV-2 frameshifting RNA pseudoknot and alternative conformations suggest avenues for frameshifting suppression," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    15. Thomas Kruse & Caroline Benz & Dimitriya H. Garvanska & Richard Lindqvist & Filip Mihalic & Fabian Coscia & Raviteja Inturi & Ahmed Sayadi & Leandro Simonetti & Emma Nilsson & Muhammad Ali & Johanna K, 2021. "Large scale discovery of coronavirus-host factor protein interaction motifs reveals SARS-CoV-2 specific mechanisms and vulnerabilities," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
    16. Nell Saunders & Blandine Monel & Nadège Cayet & Lorenzo Archetti & Hugo Moreno & Alexandre Jeanne & Agathe Marguier & Julian Buchrieser & Timothy Wai & Olivier Schwartz & Mathieu Fréchin, 2024. "Dynamic label-free analysis of SARS-CoV-2 infection reveals virus-induced subcellular remodeling," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    17. Brett M. O’Brien & Roumita Moulick & Gabriel Jiménez-Avalos & Nandakumar Rajasekaran & Christian M. Kaiser & Sarah A. Woodson, 2024. "Stick-slip unfolding favors self-association of expanded HTT mRNA," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
    18. Ma’ayan Israeli & Yaara Finkel & Yfat Yahalom-Ronen & Nir Paran & Theodor Chitlaru & Ofir Israeli & Inbar Cohen-Gihon & Moshe Aftalion & Reut Falach & Shahar Rotem & Uri Elia & Ital Nemet & Limor Klik, 2022. "Genome-wide CRISPR screens identify GATA6 as a proviral host factor for SARS-CoV-2 via modulation of ACE2," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    19. Palash Sashittal & Chuanyi Zhang & Jian Peng & Mohammed El-Kebir, 2021. "Jumper enables discontinuous transcript assembly in coronaviruses," Nature Communications, Nature, vol. 12(1), pages 1-12, December.
    20. Matthias M. Zimmer & Anuja Kibe & Ulfert Rand & Lukas Pekarek & Liqing Ye & Stefan Buck & Redmond P. Smyth & Luka Cicin-Sain & Neva Caliskan, 2021. "The short isoform of the host antiviral protein ZAP acts as an inhibitor of SARS-CoV-2 programmed ribosomal frameshifting," Nature Communications, Nature, vol. 12(1), pages 1-15, December.

    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_s41467-022-28603-2. 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.