[Prediction of prognosis of patients with radical resection of intrahepatic cholangiocarcinoma based on single cell omics]
- 1Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200092,China.
- 0Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200092,China.
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View abstract on PubMed
Summary
This summary is machine-generated.Single-cell omics revealed that MT2A+ epithelial cells in intrahepatic cholangiocarcinoma (ICC) predict poor prognosis. This finding proposes antioxidant and non-antioxidant ICC tissue types to guide treatment strategies.
Area Of Science
- Oncology
- Genomics
- Bioinformatics
Context
- Intrahepatic cholangiocarcinoma (ICC) is a challenging cancer with limited prognostic markers.
- Single-cell omics offers a high-resolution approach to dissect tumor heterogeneity and microenvironment.
Purpose
- To analyze the survival benefit of radical resection in ICC using single-cell omics data.
- To identify key epithelial cell subsets and molecular markers associated with patient prognosis.
Summary
- Retrospective analysis of single-cell sequencing and microarray data from 100 ICC patients revealed that the MT2A+ epithelial cell subset is linked to poorer outcomes.
- Four genes (FILPIL, NFKBIA, PEG10, SERPINB5) were identified as independent prognostic factors, forming a predictive model with good discriminatory power (AUCs 0.779-0.845).
- This study proposes classifying ICC into antioxidant and non-antioxidant types based on MT2A+ cell infiltration, suggesting implications for treatment.
Impact
- The identification of MT2A+ cells and associated genes provides novel prognostic biomarkers for ICC.
- The proposed tissue typing may enable personalized treatment strategies, including adjuvant therapies, to improve patient survival.
- This research enhances our understanding of the ICC tumor microenvironment and its role in disease progression.
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