Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Comment
  • Published:

Sequencing

Integrative spatial protein profiling with multi-omics

Spatial proteomics holds the potential to transform the study of proteins in situ in complex tissues, but it needs to be integrated with other layers of omics data to gain a holistic view of cellular function, heterogeneity and interactions, and the underlying mechanisms of these processes. I highlight current challenges and emerging opportunities for multi-omic spatial protein profiling to advance basic research and translational applications.

This is a preview of subscription content, access via your institution

Relevant articles

Open Access articles citing this article.

Access options

Buy this article

USD 39.95

Prices may be subject to local taxes which are calculated during checkout

Fig. 1: Understanding spatially resolved proteomics in the context of multi-omics.

References

  1. Schulz, D. et al. Cell Syst 6, 25–36.e5 (2018).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  2. Cheng, Y., Burrack, R. K. & Li, Q. J. Histochem. Cytochem. 70, 571–581 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. He, S. et al. Nat. Biotechnol. 40, 1794–1806 (2022).

    Article  CAS  PubMed  Google Scholar 

  4. Hu, T. et al. Nat. Commun. 14, 8260 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Jang, H. et al. Nat. Methods 20, 448–458 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. Liu, Y. et al. Cell 183, 1665–1681.e1618 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  7. Liu, Y. et al. Nat. Biotechnol. 41, 1405–1409 (2023).

  8. Vickovic, S. et al. Nat. Commun. 13, 795 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  9. Ben-Chetrit, N. et al. Nat. Biotechnol. 41, 788–793 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  10. Zhang, D. et al. Preprint at bioRxiv https://doi.org/10.1101/2024.07.28.605493 (2024).

  11. Guo, P. et al. Preprint at bioRxiv https://doi.org/10.1101/2024.09.13.612892 (2024).

  12. Mund, A. et al. Nat. Biotechnol. 40, 1231–1240 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. Rosenberger, F. A. et al. Nat. Methods 20, 1530–1536 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Zeng, H. et al. Science 380, eadd3067 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  15. Bai, Z. et al. Cell https://doi.org/10.1016/j.cell.2024.09.001 (2024).

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

R.F. is supported by Packard Fellowship for Science and Engineering, Yale Stem Cell Center Chen Innovation Award, and grants from the US National Institutes of Health (U54AG076043, U54AG079759, UG3CA257393, UH3CA257393, R01CA245313, RF1MH128876, U54CA274509, U54CA268083, and U01CA294514).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Rong Fan.

Ethics declarations

Competing interests

R.F. is co-founder of and scientific advisor to IsoPlexis, Singleron Biotechnologies, and AtlasXomics.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Fan, R. Integrative spatial protein profiling with multi-omics. Nat Methods 21, 2223–2225 (2024). https://doi.org/10.1038/s41592-024-02533-x

Download citation

  • Published:

  • Version of record:

  • Issue date:

  • DOI: https://doi.org/10.1038/s41592-024-02533-x

This article is cited by

Search

Quick links

Nature Briefing: Translational Research

Sign up for the Nature Briefing: Translational Research newsletter — top stories in biotechnology, drug discovery and pharma.

Get what matters in translational research, free to your inbox weekly. Sign up for Nature Briefing: Translational Research