Abstract Chordoma is a rare and heterogeneous mesenchymal malignancy, with distinct clinical and biological behaviors. Till now, its comprehensive clinical-molecular characteristics and accurate molecular classification remain obscure, leading to numerous diagnostic and therapeutic challenges. In this research, we enroll a large cohort of chordoma (102 patients) and describe their clinical, imageological and histopathological features. Through tandem mass tag-based proteomic analysis and nonnegative matrix factorization clustering, we classify chordoma into the following three molecular subtypes: bone microenvironment dominant, mesenchymal derived, and mesenchymal to epithelial transition mediated pattern. The three subtypes exhibit discrete clinical prognosis and distinct biological attributes of osteoclastogenesis and immunogenicity, oxidative phosphorylation, and receptor tyrosine kinase activation, suggesting targeted therapeutic strategies of Denosumab, S-Gboxin and Anlotinib, respectively. Notably, these approaches demonstrate positive treatment outcomes for each subtype in vivo and in vitro, as well as in patient-derived xenograft models. Altogether, this work sheds light on the clinical-proteomic characteristics of chordoma that deepens our understanding of this rare disease and provides candidate precision treatment strategy for chordoma according to molecular classification, underscoring their potential for clinical application.
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