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Updated: Nov 1, 2025

A Robust Discovery Platform for the Identification of Novel Mediators of Melanoma Metastasis
Published on: March 8, 2022
Pivotal factors associated with the immunosuppressive tumor microenvironment and melanoma metastasis
Chuan Zhang1,2, Dan Dang3, Lele Cong1
1Department of Dermatology, China-Japan Union Hospital of Jilin University, Changchun, People's Republic of China.
Background:
Considering melanoma is the deadliest malignancy among dermatoma and presently lacks effective therapies, there is an urgent need to investigate the potential mechanisms underlying melanoma metastasis and determine prospective therapeutic targets for precise treatment of melanoma.
Method:
Hub genes in melanoma metastasis were identified by analyzing RNA-seq data (mRNA, miRNA, and lncRNA) obtained from TCGA database. Then the identified hub genes were validated in human tissues with qRT-PCR, followed by survival analysis. Competing endogenous RNAs of the hub genes were defined to clarify potential molecular mechanism of melanoma progression. Then central gene-related signaling pathways were analyzed, followed by immune cell abundance analysis in tumor microenvironment with CYTERSORTx.
Result:
A tetrad of IL2RA, IL2RG, IFNG, and IL7R genes were determined as hub genes and verified by qRT-PCR, which were significantly associated with unfavorable prognosis in melanoma. LINC02446, LINC01857, and LINC02384 may act as competing endogenous lncRNAs of IL2RA and IL7R through absorbing their shared miR.891a.5p and miR.203b.3p. JAK-STAT signaling pathway identified as the most relevant pathway in melanoma metastasis, as well as a wealthy of genes including TNFRSF 13B, TNFRSF17, TNFRSF9, TNFRSF8, TNFRSF13C, TNFRSF11B, LAG3, NRP1, ENTPD1, NT5E, CCL21, and CCR7, may induce tumor autoimmune suppression through enhancing regulatory T-cell abundance and performance in the tumor microenvironment. And regulatory T-cell proportion was indeed critically elevated in metastatic melanoma relative to primary melanoma, as well as in highly expressed IL2RA, IL2RG, IL7R, and IFNG group than their respective counterparts.
Conclusion:
Elevated IL2RA, IL2RG, IL7R, and IFNG expression may play a central role in promoting melanoma metastasis through up regulation of intratumoral regulatory T-cell proportion mainly by activation of JAK-STAT signaling pathway. LINC02446, LINC01857, and LINC02384 may stimulate melanoma progression by reducing tumor-protecting miR.891a.5p and miR.203b.3p. A number of identified molecules including TNFRSF13B, LAG3, NRP1, ENTPD1, NT5E, CCL21, and CCR7 can serve as future therapeutic targets in melanoma treatment.
Insights
This study identifies key genes like IL2RA, IL2RG, IFNG, and IL7R as crucial drivers of melanoma metastasis. These findings highlight potential new therapeutic targets for treating this deadly skin cancer.
Area of Science:
- Oncology
- Immunology
- Genetics
Background:
- Melanoma is a deadly skin cancer with limited effective treatments.
- Understanding melanoma metastasis mechanisms is critical for developing targeted therapies.
Purpose of the Study:
- Identify hub genes involved in melanoma metastasis.
- Elucidate molecular mechanisms driving melanoma progression.
- Determine potential therapeutic targets for melanoma treatment.
Main Methods:
- Analyzed RNA-seq data (mRNA, miRNA, lncRNA) from TCGA database to identify hub genes.
- Validated hub genes using qRT-PCR in human melanoma tissues.
- Investigated competing endogenous RNA interactions and signaling pathways.
- Assessed immune cell abundance in the tumor microenvironment using CIBERSORTx.
Main Results:
- Identified IL2RA, IL2RG, IFNG, and IL7R as hub genes associated with poor melanoma prognosis.
- Discovered LINC02446, LINC01857, and LINC02384 as potential competing endogenous lncRNAs for IL2RA and IL7R.
- The JAK-STAT signaling pathway was implicated in melanoma metastasis.
- Elevated regulatory T-cell abundance was observed in metastatic melanoma, correlating with increased expression of identified hub genes.
Conclusions:
- Elevated IL2RA, IL2RG, IL7R, and IFNG expression promotes melanoma metastasis by increasing regulatory T-cells via JAK-STAT signaling.
- Specific lncRNAs may drive melanoma progression by modulating microRNA levels.
- Molecules such as TNFRSF13B, LAG3, NRP1, ENTPD1, NT5E, CCL21, and CCR7 represent promising therapeutic targets for melanoma.
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