Related Experiment Video
Updated: Jul 1, 2026

The Colon-26 Carcinoma Tumor-bearing Mouse as a Model for the Study of Cancer Cachexia
Published on: November 30, 2016
A plasma proteomic signature of cancer-related sarcopenia implicates the IGFBP axis in muscle dysfunction
Filippo Gustavo Dall'Olio1,2, Wael Salem Zrafi3, Xinran Song4
1Gustave Roussy Cancer Center, Paris-Saclay University, Villejuif, France. Filippogustavo.DALL-OLIO@gustaveroussy.fr.
Background:
Cancer-related sarcopenia is associated with poor clinical outcomes but remains difficult to define and quantify in routine oncology practice. Current assessments rely on imaging and functional scales that are time-consuming and provide limited biological insight. We aimed to identify a plasma proteomic signature of cancer-related sarcopenia and to uncover circulating mediators involved in its pathophysiology.
Methods:
Patients were included from two cohorts of the MATCH-R study (NCT02517892): a discovery cohort of advanced cancer patients treated with immunotherapy and an independent validation cohort of metastatic castration-resistant prostate cancer (mCRPC) patients treated with androgen-receptor pathway inhibitors. External validation was performed in the TRACERx cohort of non-small cell lung cancer. Skeletal muscle index at third lumbar vertebra (L3) was quantified using imaging, and ECOG performance status served as a functional proxy. Plasma proteomics was performed using the Olink Explore platform. An extreme gradient boosting (XGBoost) model was trained on a high-contrast subset using a neuromuscular-focused protein panel and validated across cohorts. Functional effects of candidate mediators were assessed in differentiating human myoblasts.
Results:
The model generated a continuous sarcopenia probability (SP) score that correlated with muscle mass and functional status and consistently stratified overall survival across cohorts. A reduced four-protein model retained comparable performance, supporting translational applicability. Proteins associated with SP included insulin-like growth factor binding protein 1 and 2 (IGFBP1, IGFBP2), and interleukin-6 (IL6). IGFBP1 and IGFBP2 impaired myoblast differentiation, while IL6 induced IGFBP1 expression in liver cells.
Conclusions:
Plasma proteomics enables scalable and biologically informed assessment of cancer-related sarcopenia, identifies tumor-host mediators of muscle dysfunction, and supports objective patient stratification for therapeutic intervention.
Related Concept Videos
mTOR Signaling and Cancer Progression
The mTOR pathway or the...
mTOR Signaling and Cancer Progression
The mTOR pathway or the...
PI3K/mTOR/AKT Signaling Pathway

