# Identification of super-enhancer-based biomarkers for predicting survival and immunotherapy efficacy in colorectal cancer

**Authors:** Yanan Yu, Xiuxiu Zhang, Xiaolin Ma, Jiao Ren, Jinglei Zhang, Luoyu Zhu, Yanfang Chen, Zhong Lu, Jiaqiu Li

PMC · DOI: 10.7150/jca.119265 · Journal of Cancer · 2026-01-01

## TL;DR

This study identifies new biomarkers based on super-enhancers to predict survival and immunotherapy response in colorectal cancer patients.

## Contribution

The study introduces super-enhancer-related genes as novel biomarkers for immunotherapy in colorectal cancer.

## Key findings

- PLAU and GSDMC expression showed high predictive value for immunotherapy efficacy.
- A prognostic risk signature was developed using gene expression data and immune infiltration analysis.
- Super-enhancer activity was validated to influence PLAU and GSDMC expression.

## Abstract

Immune checkpoint inhibitors are effective treatments for many tumors. However, existing biomarkers can benefit only a small selection of colorectal cancer patients. Super-enhancers are associated with various tumor characteristics. We wondered whether super-enhancer-related genes could be novel biomarkers for immunotherapy. We screened super-enhancer-related genes that were highly correlated with immune infiltration through weighted gene co-expression network analysis on the basis of chromatin immunoprecipitation sequencing data. A prognostic risk signature was established using least absolute shrinkage and selection operator and cox regression models. By analyzing the correlations between the expression of model genes and the immunophenotypic and microsatellite instability scores, we determined that PLAU and GSDMC expression had high predictive value for immunotherapy efficacy. Moreover, we predicted the sensitivity of the PLAU and GSDMC proteins to drugs by virtual docking. Finally, we validated the effect of the super-enhancer activity on PLAU and GSDMC expression. Overall, our study identified super-enhancer-based biomarkers for predicting survival and immunotherapy efficacy in colorectal cancer.

## Linked entities

- **Genes:** PLAU (plasminogen activator, urokinase) [NCBI Gene 5328], GSDMC (gasdermin C) [NCBI Gene 56169]
- **Proteins:** PLAU (plasminogen activator, urokinase), GSDMC (gasdermin C)
- **Diseases:** colorectal cancer (MONDO:0005575)

## Full-text entities

- **Genes:** PLAU (plasminogen activator, urokinase) [NCBI Gene 5328] {aka ATF, BDPLT5, QPD, UPA, URK, u-PA}, GSDMC (gasdermin C) [NCBI Gene 56169] {aka MLZE}
- **Diseases:** tumor (MESH:D009369), colorectal cancer (MESH:D015179)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

9 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12825423/full.md

## References

72 references — full list in the complete paper: https://tomesphere.com/paper/PMC12825423/full.md

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Source: https://tomesphere.com/paper/PMC12825423