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Classification of distinct tendinopathy subtypes for precision therapeutics

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  • Chenqi Tang

    (Zhejiang University School of Medicine
    Zhejiang University
    Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province
    Clinical Research Center of Motor System Disease of Zhejiang Province)

  • Zetao Wang

    (Zhejiang University School of Medicine
    Zhejiang University
    Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province
    Clinical Research Center of Motor System Disease of Zhejiang Province)

  • Yuanhao Xie

    (Zhejiang University School of Medicine
    Zhejiang University
    Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province
    Clinical Research Center of Motor System Disease of Zhejiang Province)

  • Yang Fei

    (Zhejiang University School of Medicine
    Zhejiang University
    Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province
    Clinical Research Center of Motor System Disease of Zhejiang Province)

  • Junchao Luo

    (Zhejiang University School of Medicine
    Zhejiang University
    Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province
    Clinical Research Center of Motor System Disease of Zhejiang Province)

  • Canlong Wang

    (Zhejiang University School of Medicine
    Zhejiang University
    Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province
    Clinical Research Center of Motor System Disease of Zhejiang Province)

  • Yue Ying

    (Zhejiang University School of Medicine)

  • Peiwen He

    (Zhejiang University School of Medicine
    Zhejiang University
    Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province
    Clinical Research Center of Motor System Disease of Zhejiang Province)

  • Ruojing Yan

    (Zhejiang University)

  • Yangwu Chen

    (Zhejiang University School of Medicine
    Zhejiang University
    Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province
    Clinical Research Center of Motor System Disease of Zhejiang Province)

  • Jiayun Huang

    (Zhejiang University School of Medicine
    Zhejiang University
    Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province
    Clinical Research Center of Motor System Disease of Zhejiang Province)

  • Yiwen Xu

    (Zhejiang University School of Medicine
    Zhejiang University
    Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province
    Clinical Research Center of Motor System Disease of Zhejiang Province)

  • Zicheng Wang

    (Zhejiang University School of Medicine)

  • Boon Chin Heng

    (Peking University School and Hospital of Stomatology)

  • Hengzhi Liu

    (Zhejiang University School of Medicine
    Zhejiang University
    Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province
    Clinical Research Center of Motor System Disease of Zhejiang Province)

  • Jianyou Li

    (Zhejiang University School of Medicine)

  • Zi Yin

    (Zhejiang University
    Zhejiang University
    Orthopedics Research Institute of Zhejiang University
    China Orthopedic Regenerative Medicine Group (CORMed))

  • Haobo Wu

    (Zhejiang University School of Medicine
    Zhejiang University
    Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province
    Clinical Research Center of Motor System Disease of Zhejiang Province)

  • Weishan Chen

    (Zhejiang University School of Medicine
    Zhejiang University
    Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province
    Clinical Research Center of Motor System Disease of Zhejiang Province)

  • Hongwei Ouyang

    (Zhejiang University
    Orthopedics Research Institute of Zhejiang University
    China Orthopedic Regenerative Medicine Group (CORMed)
    Zhejiang University)

  • Xiao Chen

    (Zhejiang University
    Zhejiang University
    Orthopedics Research Institute of Zhejiang University
    China Orthopedic Regenerative Medicine Group (CORMed))

  • Weiliang Shen

    (Zhejiang University School of Medicine
    Zhejiang University
    Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province
    Clinical Research Center of Motor System Disease of Zhejiang Province)

Abstract

Rotator cuff tendinopathy is the most common tendinopathy type with the worst prognosis. Conventional treatments often elicit heterogeneous drug responses due to the diversity of tendinopathy. Hence, this study attempted a classification of 126 diseased tendons into three distinct subtypes with opposite pathogenic mechanisms based on transcriptomic and clinical features. The hypoxic atrophic subtype with white appearance (Hw) exhibits downregulated neovascularization pathways. The inflammatory proliferative subtype with white appearance (Iw) shows a moderate upregulation of inflammatory characteristics. The inflammatory proliferative subtype with red appearance (Ir) exhibits the highest levels of upregulated neovascularization and inflammatory pathways, along with severe joint dysfunction. We then established research models, including subtype-specific simulations in animal models and clinical data analysis. These revealed that glucocorticoid, a controversial commonly used drug, was only effective in treating the Ir subtype. Hence, the tendinopathy subtypes elucidated in this study have significant implications for developing precision treatment of tendinopathy.

Suggested Citation

  • Chenqi Tang & Zetao Wang & Yuanhao Xie & Yang Fei & Junchao Luo & Canlong Wang & Yue Ying & Peiwen He & Ruojing Yan & Yangwu Chen & Jiayun Huang & Yiwen Xu & Zicheng Wang & Boon Chin Heng & Hengzhi Li, 2024. "Classification of distinct tendinopathy subtypes for precision therapeutics," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-53826-w
    DOI: 10.1038/s41467-024-53826-w
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    1. Marta Paczkowska & Jonathan Barenboim & Nardnisa Sintupisut & Natalie S. Fox & Helen Zhu & Diala Abd-Rabbo & Miles W. Mee & Paul C. Boutros & Jüri Reimand, 2020. "Integrative pathway enrichment analysis of multivariate omics data," Nature Communications, Nature, vol. 11(1), pages 1-16, December.
    2. Yujin Hoshida, 2010. "Nearest Template Prediction: A Single-Sample-Based Flexible Class Prediction with Confidence Assessment," PLOS ONE, Public Library of Science, vol. 5(11), pages 1-8, November.
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