# Beyond tumor mutation burden: tumor neoantigen burden as a superior prognostic biomarker in resected gastric cancer

**Authors:** Tingting Lu, Jingyi Cao, Peng Liu, Xiaoxin Pan, Yiming Shen, Jian Wang, Zhida Chen, Yi Liu, Fenglin Zhang, Haiya Zhang, Gan Zhang, Yi Wang, Ji Wan, Hongqing Xi

PMC · DOI: 10.3389/fimmu.2025.1722895 · Frontiers in Immunology · 2026-01-05

## TL;DR

This study shows that tumor neoantigen burden (TNB) is a better predictor of survival in gastric cancer patients than tumor mutation burden (TMB).

## Contribution

The study introduces TNB as a superior prognostic biomarker for gastric cancer compared to TMB.

## Key findings

- TNB significantly predicted overall survival in gastric cancer patients at both early and late timepoints.
- TNB-associated genes were enriched in hormone and nutrient sensing pathways, unlike TMB-associated genes.
- Patients with high TNB had better prognosis, possibly due to impaired energy metabolism.

## Abstract

Gastric cancer is one of the most diagnosed cancers and a major contributor to cancer-related death in China. Recent studies have demonstrated the failure of tumor mutational burden (TMB) in predictive accuracy. Here, we aimed to evaluate the prognostic value of tumor neoantigen burden (TNB) to predict the clinical outcome among patients undergoing gastric cancer resection.

This study performs whole exome and transcriptome sequencing of tumor tissues of 85 gastric cancer patients who underwent resection surgery. The prognostic value of TMB and TNB in Chinese gastric cancer patients were evaluated, respectively.

In contrast to TMB, TNB achieved significance in predicting overall survival at both early (a median follow-up period of 23.5 month) and late (a median follow-up period of 35.5 month) timepoints (p-value<0.05), particularly with expanding 2-year and 3-year restricted mean survival time (RMST). According to the comparative enrichment and protein-protein interaction analysis of TNB- and TMB-associated genes, we found the upregulated TNB-associated genes were significantly enriched in hormone and nutrient sensing cascades, whereas their counterparts were predominantly linked to cytoskeletal development. In addition, we also noticed an increased infiltration of neutrophils in TNB-High group (p-value=0.04).

In summary, this study indicated that the prognosis of TNB-High patients was significantly better than their counterparts, which might be associated with impaired energy metabolism.

## Linked entities

- **Diseases:** gastric cancer (MONDO:0001056)

## Full-text entities

- **Diseases:** cancer (MESH:D009369), Gastric cancer (MESH:D013274)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12813098/full.md

## References

39 references — full list in the complete paper: https://tomesphere.com/paper/PMC12813098/full.md

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Source: https://tomesphere.com/paper/PMC12813098