IDEAS home Printed from https://ideas.repec.org/a/nat/nature/v600y2021i7889d10.1038_s41586-021-04115-9.html
   My bibliography  Save this article

A multi-scale map of cell structure fusing protein images and interactions

Author

Listed:
  • Yue Qin

    (University of California San Diego
    University of California San Diego)

  • Edward L. Huttlin

    (Harvard Medical School)

  • Casper F. Winsnes

    (KTH Royal Institute of Technology)

  • Maya L. Gosztyla

    (University of California San Diego
    University of California San Diego
    University of California San Diego)

  • Ludivine Wacheul

    (Université Libre de Bruxelles (ULB))

  • Marcus R. Kelly

    (University of California San Diego)

  • Steven M. Blue

    (University of California San Diego
    University of California San Diego
    University of California San Diego)

  • Fan Zheng

    (University of California San Diego)

  • Michael Chen

    (University of California San Diego)

  • Leah V. Schaffer

    (University of California San Diego)

  • Katherine Licon

    (University of California San Diego)

  • Anna Bäckström

    (KTH Royal Institute of Technology)

  • Laura Pontano Vaites

    (Harvard Medical School)

  • John J. Lee

    (University of California San Diego)

  • Wei Ouyang

    (KTH Royal Institute of Technology)

  • Sophie N. Liu

    (University of California San Diego)

  • Tian Zhang

    (Harvard Medical School)

  • Erica Silva

    (University of California San Diego)

  • Jisoo Park

    (University of California San Diego)

  • Adriana Pitea

    (University of California San Diego)

  • Jason F. Kreisberg

    (University of California San Diego)

  • Steven P. Gygi

    (Harvard Medical School)

  • Jianzhu Ma

    (Peking University)

  • J. Wade Harper

    (Harvard Medical School)

  • Gene W. Yeo

    (University of California San Diego
    University of California San Diego
    University of California San Diego
    University of California San Diego)

  • Denis L. J. Lafontaine

    (Université Libre de Bruxelles (ULB))

  • Emma Lundberg

    (KTH Royal Institute of Technology
    Stanford University
    Chan Zuckerberg Biohub, San Francisco)

  • Trey Ideker

    (University of California San Diego
    University of California San Diego
    University of California San Diego
    University of California San Diego)

Abstract

The cell is a multi-scale structure with modular organization across at least four orders of magnitude1. Two central approaches for mapping this structure—protein fluorescent imaging and protein biophysical association—each generate extensive datasets, but of distinct qualities and resolutions that are typically treated separately2,3. Here we integrate immunofluorescence images in the Human Protein Atlas4 with affinity purifications in BioPlex5 to create a unified hierarchical map of human cell architecture. Integration is achieved by configuring each approach as a general measure of protein distance, then calibrating the two measures using machine learning. The map, known as the multi-scale integrated cell (MuSIC 1.0), resolves 69 subcellular systems, of which approximately half are to our knowledge undocumented. Accordingly, we perform 134 additional affinity purifications and validate subunit associations for the majority of systems. The map reveals a pre-ribosomal RNA processing assembly and accessory factors, which we show govern rRNA maturation, and functional roles for SRRM1 and FAM120C in chromatin and RPS3A in splicing. By integration across scales, MuSIC increases the resolution of imaging while giving protein interactions a spatial dimension, paving the way to incorporate diverse types of data in proteome-wide cell maps.

Suggested Citation

  • Yue Qin & Edward L. Huttlin & Casper F. Winsnes & Maya L. Gosztyla & Ludivine Wacheul & Marcus R. Kelly & Steven M. Blue & Fan Zheng & Michael Chen & Leah V. Schaffer & Katherine Licon & Anna Bäckströ, 2021. "A multi-scale map of cell structure fusing protein images and interactions," Nature, Nature, vol. 600(7889), pages 536-542, December.
  • Handle: RePEc:nat:nature:v:600:y:2021:i:7889:d:10.1038_s41586-021-04115-9
    DOI: 10.1038/s41586-021-04115-9
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41586-021-04115-9
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1038/s41586-021-04115-9?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Xinyu Hu & Bob van Sluijs & Óscar García-Blay & Yury Stepanov & Koen Rietrae & Wilhelm T. S. Huck & Maike M. K. Hansen, 2024. "ARTseq-FISH reveals position-dependent differences in gene expression of micropatterned mESCs," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    2. Adrià Fernández-Torras & Miquel Duran-Frigola & Martino Bertoni & Martina Locatelli & Patrick Aloy, 2022. "Integrating and formatting biomedical data as pre-calculated knowledge graph embeddings in the Bioteque," Nature Communications, Nature, vol. 13(1), pages 1-18, 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:nature:v:600:y:2021:i:7889:d:10.1038_s41586-021-04115-9. 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.

    We have no bibliographic references for this item. You can help adding them by using 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.