IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v16y2025i1d10.1038_s41467-025-60184-8.html
   My bibliography  Save this article

Integrated plasma and vegetation proteomic characterization of infective endocarditis for early diagnosis and treatment

Author

Listed:
  • Shiman He

    (Fudan University)

  • Xuejiao Hu

    (Southern Medical University)

  • Jiajun Zhu

    (Fudan University)

  • Weiteng Wang

    (Southern Medical University
    Chinese Academy of Medical Sciences and Peking Union Medical College)

  • Chi Ma

    (Fudan University)

  • Peng Ran

    (Fudan University)

  • Oudi Chen

    (Southern Medical University)

  • Fanyu Chen

    (Southern Medical University)

  • Hongkun Qing

    (Southern Medical University)

  • Jianhong Ma

    (Heyuan People’s Hospital)

  • Danni Zeng

    (Southern Medical University)

  • Yunzhi Wang

    (Fudan University)

  • Weijiang Liu

    (Southern Medical University)

  • Jinwen Feng

    (Fudan University)

  • Lixi Gan

    (Southern Medical University)

  • Zhaoyu Qin

    (Fudan University)

  • Subei Tan

    (Fudan University)

  • Sha Tian

    (Fudan University)

  • Chen Ding

    (Fudan University
    Xinjiang Key Laboratory of Translational Biomedical Engineering)

  • Xuhua Jian

    (Southern Medical University)

  • Bing Gu

    (Southern Medical University)

Abstract

Infective endocarditis, a life-threatening condition, poses challenges for early diagnosis and personalized treatment due to insufficient biomarkers and limited understanding of its pathophysiology. Here, we performed proteomic profiling of plasma and vegetation samples from 238 patients with infective endocarditis and 100 controls, with validation in two external plasma cohorts (n = 328). We developed machine learning-based diagnostic and prognostic models for infective endocarditis, with area under the curve values of 0.98 and 0.87, respectively. Leucine-rich alpha-2-glycoprotein 1 and NADH:ubiquinone oxidoreductase subunit B4 are potential biomarkers associated with infection severity. Pathologically, protein networks characterized by glycometabolism, amino acid metabolism, and adhesion are linked to adverse events. Liver dysfunction may exacerbate the condition in patients with severe heart failure. Neutrophil extracellular traps emerge as promising therapeutic targets in Streptococcus or Staphylococcus aureus infections. Our findings provide insights into biomarker discovery and pathophysiological mechanisms in infective endocarditis, advancing early diagnosis and personalized medicine.

Suggested Citation

  • Shiman He & Xuejiao Hu & Jiajun Zhu & Weiteng Wang & Chi Ma & Peng Ran & Oudi Chen & Fanyu Chen & Hongkun Qing & Jianhong Ma & Danni Zeng & Yunzhi Wang & Weijiang Liu & Jinwen Feng & Lixi Gan & Zhaoyu, 2025. "Integrated plasma and vegetation proteomic characterization of infective endocarditis for early diagnosis and treatment," Nature Communications, Nature, vol. 16(1), pages 1-21, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-60184-8
    DOI: 10.1038/s41467-025-60184-8
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-025-60184-8
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-025-60184-8?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
    ---><---

    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:16:y:2025:i:1:d:10.1038_s41467-025-60184-8. 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.