# Decoding the Cellular Heterogeneity and Malignant Progression of Human Penile Squamous Cell Carcinoma by Single‐Cell RNA Sequencing

**Authors:** Xiheng Hu, Wensheng Shi, Liang Dong, Lingjuan Huang, Xiyuan Zhang, Yiting Feng, Jie Sun, Lanlan Liu, Teng Liu, Jun Fu, Bowen Zhong, Qihao Leng, Xiaohua Wu, Minfeng Chen, Lingfang Li, Yuan Li, Xin Jin, Long Wang, Jian Cao, Xin Li, Mingzhu Yin, Xiang Chen

PMC · DOI: 10.1002/advs.202503894 · Advanced Science · 2026-02-04

## TL;DR

This study uses single-cell RNA sequencing to map the tumor microenvironment in penile squamous cell carcinoma and identifies SEMA3C as a key biomarker for cancer progression and prognosis.

## Contribution

The study introduces SEMA3C as a novel biomarker for predicting metastasis and prognosis in penile squamous cell carcinoma.

## Key findings

- SEMA3C is associated with epithelial-mesenchymal transition and cancer progression in penile squamous cell carcinoma.
- POSTN+ pericytes promote angiogenesis and extracellular matrix remodeling in PSCC.
- SEMA3C serves as an effective biomarker for predicting lymph node metastasis and prognosis in PSCC.

## Abstract

Penile squamous cell carcinoma (PSCC) is a rare genitourinary malignancy, and factors of its tumor microenvironment (TME) could serve as prognostic indicators for tumor recurrence and metastasis. Here, we generated a comprehensive single‐cell map of PSCC (66 421 cells) and identified 9 distinct cell populations with samples from nine tumor samples and six adjacent normal samples. Among the malignant cells, SEMA3Chigh Mals was found to be associated with epithelial‐mesenchymal transition. T cells in tumor tissues are in a highly exhausted state, while SPP1high TAMs were observed to promote tumor progression. Cancer‐associated fibroblasts were found to interact with malignant cells to facilitate EMT through several pathways. Notably, there is a specific type of pericyte called POSTN+ pericytes, which can promote angiogenesis and extracellular matrix remodeling in PSCC. Finally, SEMA3C was identified as an effective biomarker reflecting cancer stage and microvessel density. Overall, we investigated the heterogeneity of TME from a single‐cell perspective and demonstrated that SEMA3C serve as an effective biomarker for predicting lymph node metastasis and prognosis in PSCC. These findings may offer valuable insights for future therapeutic strategies.

Single‐cell transcriptomic and functional analyses identify SEMA3C as a key regulator of tumor progression and tumor microenvironment remodeling in penile squamous cell carcinoma. SEMA3C promotes epithelial–mesenchymal transition, tumor growth, and invasion while shaping an immunosuppressive microenvironment, highlighting its potential as a prognostic biomarker and therapeutic target.

## Linked entities

- **Genes:** SEMA3C (semaphorin 3C) [NCBI Gene 10512], POSTN (periostin) [NCBI Gene 10631]
- **Diseases:** penile squamous cell carcinoma (MONDO:0018352)

## Full-text entities

- **Genes:** SEMA3C (semaphorin 3C) [NCBI Gene 10512] {aka SEMAE, SemE}, POSTN (periostin) [NCBI Gene 10631] {aka OSF-2, OSF2, PDLPOSTN, PN}
- **Diseases:** lymph node metastasis (MESH:D008207), genitourinary malignancy (MESH:D014565), PSCC (MESH:D002294), Cancer (MESH:D009369), metastasis (MESH:D009362), Mals (MESH:D004832)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12970255/full.md

## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12970255/full.md

## References

76 references — full list in the complete paper: https://tomesphere.com/paper/PMC12970255/full.md

---
Source: https://tomesphere.com/paper/PMC12970255