Related Experiment Video
Updated: Jan 30, 2026

Development of Compendium for Esophageal Squamous Cell Carcinoma
Published on: April 12, 2024
Pathogenomic analysis reveals clinically relevant epithelial-mesenchymal plasticity in esophageal squamous cell
Ruzhen Chen1,2,3, Chenyi Xie2,3, Ziyu Ning4
1School of Medicine, South China University of Technology, Guangzhou 510006, China.
Abstract:
Rationale: Esophageal squamous cell carcinoma (ESCC) is a highly aggressive malignancy. The metastasis and poor prognosis of ESCC are closely associated with tumor microenvironment (TME) heterogeneity, which is driven by epithelial-mesenchymal transition (EMT). Clinically, how to diagnose and target EMT progression remains a key challenge for ESCC. Methods: Integration of pathological images and bulk RNA sequencing profiles identified a high-risk subtype exhibiting EMT enrichment and immunosuppression. Single-cell and spatial transcriptomics revealed EMT macrostates and their spatial distribution. The role of CACNA1C in programming malignant phenotype was tested in vitro. A pathological image-based deep learning model successfully predicted the spatial expression distribution of CACNA1C, indicating possible clinical utility. Results: EMT progression comprised three macrostates: the early state (high epithelial and metastatic potential), the stable state (hybrid E/M phenotype and high stemness), and the late state (high mesenchymal and invasive propensity). ITGA3 and ITGB4 antagonistically regulate malignant phenotype in the early state. Notably, suppression of CACNA1C induced transdifferentiation from stable/late-state cells to normal epithelium-like cells. Conclusions: This study provides novel insights into the EMT mechanism in ESCC, proposes an intervention strategy, and emphasizes the promising clinical application of pathological images in EMT assessment.
Related Concept Videos
Esophageal Strictures-II: Clinical Features and Management
Healthcare providers should gather a comprehensive medical history and conduct a physical examination for diagnosis. If esophageal stricture is...
Esophageal Perforation-II: Clinical Manifestations and Management
Clinical Manifestations:
Esophageal Varices-II: Clinical Features and Management
In the initial assessment, a thorough review of the patient's medical history is vital to identify risk factors such as liver disease, alcohol...
Clinically Relevant Drug Product Specifications: Methods of Establishment
Mesenchymal Stem Cells
Plasticity

