Single‐cell characteristics and malignancy regulation of alpha‐fetoprotein‐producing gastric cancer
Objective To characterize alpha‐fetoprotein (AFP)‐producing gastric cancer (AFPGC) at the single‐cell level and to identify regulatory factors for AFP expression and malignancy. Methods ScRNA‐seq was performed on two tumors collected from patients with AFPGC. InferCNV and sub‐clustering were applied...
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Veröffentlicht in: | Cancer medicine (Malden, MA) MA), 2023-05, Vol.12 (10), p.12018-12033 |
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Sprache: | eng |
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Zusammenfassung: | Objective
To characterize alpha‐fetoprotein (AFP)‐producing gastric cancer (AFPGC) at the single‐cell level and to identify regulatory factors for AFP expression and malignancy.
Methods
ScRNA‐seq was performed on two tumors collected from patients with AFPGC. InferCNV and sub‐clustering were applied to identify typical AFPGC cells, followed by AddModuleScore, pathway enrichment, Pseudo‐time, and Scenic analyses. Data from a gastric cancer (GC) cohort were collected for conjoint analysis. The analytical results were verified by cell experiments and immunohistochemistry.
Results
AFPGC cells are similar to hepatocytes in transcriptome and transcriptional regulation, with kinetic malignancy‐related pathways, compared to the common malignant epithelium. In addition, compared to common GC cells, malignancy‐related pathways, such as epithelial‐mesenchymal transition (EMT) and angiogenesis, were upregulated in AFPGC. Mechanistically, Dickkopf‐1 (DKK1) was found to be associated with AFP expression and malignant phenotype upon combining our scRNA‐seq data with a public database, which was further verified by a series of in vitro experiments and immunohistochemistry.
Conclusion
We demonstrated the single‐cell characteristics of AFPGC and that DKK1 facilitates AFP expression and malignancy.
By applying single‐cell transcriptome sequencing to AFP‐producing gastric cancer (AFPGC), our study revealed novel molecular features of this rare disease. We also discovered a key gene, DKK1, that might regulate the malignant phenotype and AFP expression of AFPGC through a joint public database. |
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ISSN: | 2045-7634 2045-7634 |
DOI: | 10.1002/cam4.5883 |