# Soluble Oncoimmunome Signatures Predict Muscle Mass Response to Enriched Immunonutrition in Cancer Patients: Subanalysis of a Multicenter Randomized Clinical Trial

**Authors:** Sara Cuesta-Sancho, Juan José López Gomez, Pedro Pablo García-Luna, David Primo, Antonio J. Martínez-Ortega, Olatz Izaola, Tamara Casañas, Alicia Calleja, David Bernardo, Daniel de Luis

PMC · DOI: 10.3390/nu17152421 · Nutrients · 2025-07-24

## TL;DR

This study shows that enriched nutritional supplements can increase muscle mass in cancer patients and identifies immune markers that predict who will benefit most.

## Contribution

The study identifies specific immune biomarkers that predict muscle mass response to enriched immunonutrition in cancer patients.

## Key findings

- Enriched ONS led to significant weight and muscle mass gains in cancer patients.
- Immune markers like TRAIL and LAMP3 decreased, while Gal-1 increased, indicating reduced inflammation.
- Baseline levels of PGF, CD28, and IL12RB1 predicted muscle mass response to the enriched ONS.

## Abstract

Background/Objectives: Enriched oral nutritional supplementation (ONS) has been shown to increase muscle mass in cancer patients. This study aims to identify the immunomodulatory effects and predictive biomarkers associated with this intervention. Methods: The soluble levels of 92 immune- and oncology-related mediators were determined before and after an intervention (8 weeks) in 28 patients with cancer receiving either a standard (n = 14) or an enriched ONS (n = 14) using the Olink proteomics analysis pipeline (Olink® Target 96 Immuno-Oncology panel (Uppsala, Sweden)) Results: Patients receiving enriched ONS experienced an average weight gain of 1.4 kg and a muscle mass increase of 2.2 kg after 8 weeks, both statistically significant (p < 0.05), while no such improvements were observed in the standard ONS group. Inflammatory markers TRAIL and LAMP3 were significantly reduced, along with an increase in Gal-1, suggesting lower inflammation and enhanced myogenic differentiation. However, patients who failed to gain muscle mass with the enriched formula showed a more aggressive inflammatory profile, characterized by higher serum levels of soluble MUC16, ARG, and IL12RB1. Interestingly, muscle mass gain could be predicted before the intervention, as responders had lower baseline levels of PGF, CD28, and IL12RB1. These differences were specific to recipients of the enriched ONS, confirming its immunomodulatory effects. Conclusions: Our findings support the use of enriched oral nutritional supplementation (ONS) as an effective strategy not only to enhance caloric and protein intake but also to promote anabolism and preserve muscle mass in cancer patients. The identification of immune profiles suggests that specific biomarkers could be used to predict which patients will benefit most from this type of intervention. This may allow for the implementation of personalized immunonutrition strategies that optimize resource allocation and improve clinical outcomes, particularly in vulnerable populations at risk of cachexia.

## Linked entities

- **Proteins:** TNFSF10 (TNF superfamily member 10), LAMP3 (lysosome associated membrane protein 3), LGALS1 (galectin 1), MUC16 (mucin 16, cell surface associated), ABL2 (ABL proto-oncogene 2, non-receptor tyrosine kinase), IL12RB1 (interleukin 12 receptor subunit beta 1), PGF (placental growth factor), CD28 (CD28 molecule)
- **Diseases:** cancer (MONDO:0004992)

## Full-text entities

- **Genes:** TNFSF10 (TNF superfamily member 10) [NCBI Gene 8743] {aka APO2L, Apo-2L, CD253, TANCR, TL2, TNLG6A}, IL12RB1 (interleukin 12 receptor subunit beta 1) [NCBI Gene 3594] {aka CD212, IL-12R-BETA1, IL12RB, IMD30}, PGF (placental growth factor) [NCBI Gene 5228] {aka D12S1900, PGFL, PIGF, PLGF, PlGF-2, SHGC-10760}, LGALS1 (galectin 1) [NCBI Gene 3956] {aka GAL1, GBP}, MUC16 (mucin 16, cell surface associated) [NCBI Gene 94025] {aka CA125}, ABL2 (ABL proto-oncogene 2, non-receptor tyrosine kinase) [NCBI Gene 27] {aka ABLL, ARG}, CD28 (CD28 molecule) [NCBI Gene 940] {aka IMD123, Tp44}, LAMP3 (lysosome associated membrane protein 3) [NCBI Gene 27074] {aka CD208, DC LAMP, DC-LAMP, DCLAMP, LAMP, LAMP-3}
- **Diseases:** Inflammatory (MESH:D007249), Cancer (MESH:D009369), Muscle Mass (MESH:C536030), cachexia (MESH:D002100), weight gain (MESH:D015430)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12348936/full.md

## References

31 references — full list in the complete paper: https://tomesphere.com/paper/PMC12348936/full.md

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Source: https://tomesphere.com/paper/PMC12348936