# Pan-cancer neural regulation pattern with implications for patient stratification and immunotherapy

**Authors:** Yueying Gao, Jiyu Guo, Wenyi Yang, Kefan Liu, Qingyi Yang, Si Li, Dezhong Lv, Yangyang Cai, Kang Xu, Weiwei Zhou, Qinghua Jiang, Juan Xu, Yongsheng Li, Haoxiu Sun

PMC · DOI: 10.1016/j.omtn.2025.102732 · 2025-10-07

## TL;DR

This study explores how neural signals influence cancer across many types, revealing their role in tumor growth and potential for guiding immunotherapy.

## Contribution

The study integrates multi-omics data to uncover pan-cancer neural regulation patterns and their clinical implications.

## Key findings

- Neural signals correlate with clinical features and define cancer subtypes.
- High neural signals are linked to immune exclusion and fibroblast infiltration.
- Neural signals predict responses to cancer immunotherapy.

## Abstract

The interplay between the nervous system and cancer plays a central role in regulating oncogenesis. We depict the pan-cancer landscape of neuro-tumor interactions by integration of >10,000 The Cancer Genome Atlas (TCGA) bulk and 239 pan-cancer spatial transcriptomics, in combination with 115 bulk and >120,000 single-cell checkpoint-inhibitor-treated transcriptomes. Neural signals are significantly correlated with various clinical features, and neural cancer subtypes have been characterized. High neural signals are associated with cancer-associated fibroblast infiltration and immune exclusion. Spatiotemporal transcriptome analysis reveals that tumor core regions present significantly higher neural signals and further unveils the pivotal modulators essential for tumor growth via ligand-receptor interaction networks. Neural signals are predictive biomarkers for drug treatment responses, particularly cancer immunotherapy. We constructed a comprehensive data resource Neuro_Cancer, to investigate neuro-tumor interactions in diverse cancer types. Our systematic dissection of the landscape of the neuronal regulation pattern provides a deeper understanding of tumorigenesis and potential therapeutic opportunities.

Gao and colleagues investigated the pan-cancer neural regulation pattern and revealed the clinical applications for patient stratification and immunotherapy.

## Full-text entities

- **Diseases:** Pan-cancer (MESH:D009369), Neuro (MESH:C536203), oncogenesis (MESH:D063646)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12554035/full.md

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Source: https://tomesphere.com/paper/PMC12554035