# Identification of novel therapeutic targets and effective anticancer agents for gallbladder cancer by integrating bioinformatics analysis and experimental validation

**Authors:** Yanjie Zhong, Ruiqi Zou, Ximei Luo, Siqi Yang, Zhiqiang He, Haijie Hu, Fuyu Li

PMC · DOI: 10.3389/fphar.2025.1658462 · Frontiers in Pharmacology · 2025-12-18

## TL;DR

This study identifies new drug targets and a promising anticancer compound for gallbladder cancer using bioinformatics and experiments.

## Contribution

The study integrates bioinformatics and experimental validation to discover novel therapeutic targets and a repurposed drug candidate for gallbladder cancer.

## Key findings

- MR analysis identified eight genes associated with biliary tract tumors, with NT5E and C4B as key regulatory nodes.
- Myricetin was identified as a candidate molecule targeting NT5E with strong binding affinity confirmed in cellular and PDO models.
- NT5E is predominantly expressed in C4_CD8-CD8A T cells, which contribute to immune evasion and poor prognosis in BTC.

## Abstract

Although significant progress has been made in the treatment of biliary tract tumors (BTC), most patients still respond poorly to existing therapies. Therefore, the development of new therapeutic targets and drugs remains an urgent need. Previous studies have extensively applied multi-omics approaches to identify pathogenic targets and drug candidates; however, experimental validation has often been insufficient.

To identify therapeutic targets associated with biliary tract tumors (BTC), we performed Mendelian randomization (MR) analyses integrating cis-eQTL data of druggable genes with BTC GWAS datasets to determine potential therapeutic targets. Subsequently, drug repurposing analyses were conducted to identify candidate compounds corresponding to these druggable gene targets, which were further validated through molecular docking and experimental verification. Single-cell transcriptomic analysis was used to explore the effects of key targets on the tumor microenvironment and tumor progression.

MR analysis identified eight genes associated with biliary tract tumors. Among them, NT5E and C4B were prioritized as key regulatory nodes through protein–protein interactions (PPI) network analysis. Drug prediction and molecular docking identified myricetin as a candidate molecule targeting NT5E with strong binding affinity, which was subsequently confirmed in cellular and patient-derived organoid (PDO) models. Single-cell transcriptomic analysis revealed that NT5E was predominantly expressed in C4_CD8-CD8A T cells, which exhibited cytotoxic yet immunosuppressive phenotypes, contributing to immune evasion and poor prognosis.

This study identifies potential therapeutic targets for BTC. Drugs designed to target these genes have a higher likelihood of clinical success and are expected to facilitate BTC drug development while reducing associated costs.

## Linked entities

- **Genes:** NT5E (5'-nucleotidase ecto) [NCBI Gene 4907], C4B (complement C4B (Chido/Rodgers blood group)) [NCBI Gene 721]
- **Chemicals:** myricetin (PubChem CID 5281672)
- **Diseases:** gallbladder cancer (MONDO:0003220)

## Full-text entities

- **Genes:** C4B (complement C4B (Chido/Rodgers blood group)) [NCBI Gene 721] {aka C4B1, C4B12, C4B3, C4B5, C4BD, C4F}, NT5E (5'-nucleotidase ecto) [NCBI Gene 4907] {aka CALJA, CD73, E5NT, NT, NT5, NTE}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}
- **Diseases:** gallbladder cancer (MESH:D005706), BTC (MESH:D001661), tumor (MESH:D009369)
- **Chemicals:** myricetin (MESH:C040015)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12756669/full.md

## References

42 references — full list in the complete paper: https://tomesphere.com/paper/PMC12756669/full.md

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Source: https://tomesphere.com/paper/PMC12756669