Table · dataset · 2026
Supplementary file 2_Nutritional ultrasound cut off for predicting complications and mortality in lung cancer patients: a multicenter longitudinal study from the VALONC project.docx
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Introduction<p>Lung cancer remains a leading cause of cancer-related mortality, often exacerbated by malnutrition and muscle depletion that traditional weight-centric metrics may fail to identify.
Description
This study assessed the clinical and prognostic relevance of rectus femoris (RF) ultrasound as a practical bedside tool for evaluating muscle-related parameters and clinical outcomes.</p>Methods<p>This multicenter longitudinal study involved 374 patients (114 females, 260 males) across 10 Spanish hospitals.
Researchers performed ultrasonographic assessments of the RF, measuring cross-sectional area (RF-CSA), thickness (Y-axis), and circumference, alongside GLIM malnutrition criteria and PG-SGA. Statistical analyses included Random Forest algorithms, ROC curves, and Cox regression models adjusted for age, BMI, ECOG performance status, cancer type, and cancer stage to determine sex-specific associations with clinical outcomes.</p>Results<p>Significant sexual dimorphism was observed; men exhibited larger muscle parameters, while women had higher subcutaneous fat.
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RF-CSA and RF-Y-axis showed the highest discriminative performance for GLIM-defined malnutrition, with AUCs of 0.706 and 0.713 in men and 0.814 and 0.804 in women, respectively. The corresponding RF-CSA cut-offs were 3.88 cm<sup>2</sup> in men and 2.78 cm<sup>2</sup> in women, whereas RF-Y-axis cut-offs were 1.09 cm in men and 0.95 cm in women. In men, RF-Y-axis was significantly associated with all-cause mortality (HR = 0.32, 95% CI: 0.15–0.71), whereas RF-CSA, RF-CIR, and RF-X-axis were associated with clinical complications.
No significant associations with mortality or complications were observed in women. A moderate agreement was observed between GLIM and PG-SGA (weighted κ = 0.51), suggesting that these criteria capture overlapping but not identical dimensions of malnutrition.</p>Discussion<p>Rectus femoris ultrasound may provide objective, sex-specific clinical information that complements the GLIM framework and traditional anthropometric assessments.
By identifying clinically relevant muscle waste, this bedside tool allows for the early detection of high-risk patients, potentially directing timely nutritional and rehabilitative interventions to improve survival and treatment tolerance in lung cancer.</p>
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Where it is published
- DOI doi.org/10.3389/fnut.2026.1876352.s001 ↗
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Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
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Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Computer Science & AI · Earth & Environmental Science · Economics & Finance · Engineering · Humanities · Life Sciences · Medicine & Health · Ocean & Atmospheric Science · Social Science
- Inferred from text
- Cancer 75% · Longitudinal study 75% · Oncology and carcinogenesis 72%
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