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Updated: May 4, 2026

A Robust Discovery Platform for the Identification of Novel Mediators of Melanoma Metastasis
Published on: March 8, 2022
Overexpression of NMNAT3 suppresses melanoma progression by reprogramming NAD⁺ metabolism
1Department of Ophthalmology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China; Department of Ophthalmology, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, Shanghai, China.
Background:
Melanoma represents a highly aggressive and metastatic form of malignant skin cancer. that remains challenging to treat clinically. Tumor cells often reprogram nicotinamide adenine dinucleotide (NAD⁺) metabolism to meet the demands of rapid proliferation and metastasis, however, its function and mechanism in melanoma remain unclear.
Materials And Methods:
Key NAD⁺ metabolism-related genes associated with melanoma were screened using bioinformatic analysis of public databases (GEO and TCGA). Weighted Gene Co-expression Network Analysis (WGCNA) and machine learning approaches, further pinpointed NMNAT3 as a critical target for subsequent research. Confirmation of NMNAT3 expression on A375 melanoma cell line by qRT-PCR. Functional assays, including CCK-8 for proliferation, scratch wound for migration, and transwell for invasion, were employed to determine the roles of NMNAT3 in melanoma cells. Furthermore, an immune cell infiltration analysis was conducted to examine the association of NMNAT3 expression with the tumor immune microenvironment.
Results:
Bioinformatic analyses indicated a downregulation of NMNAT3 in melanoma tissues and cell lines, demonstrating significant diagnostic potential. Moreover, Immunoanalysis shows important links between NMNAT3 expression and invasive levels of various immunologic types within the melanoma tumour microenvironment. Subsequent in vitro functional studies further showed that that NMNAT3 overexpression can significantly inhibit the malignant phenotype of melanoma cells.
Conclusions:
This study is the first to reveal the inhibitory role of NMNAT3 in melanoma growth. This study ensures an understanding of the theoretical principles of melanoma metabolic regulation and NMNAT3 treatment strategies.
Insights
Nicotinamide adenine dinucleotide (NAD+) metabolism is crucial in melanoma. This study identifies NMNAT3 as a key gene that, when upregulated, inhibits melanoma cell growth and malignant phenotypes, offering potential therapeutic strategies.
Area of Science:
- Oncology
- Molecular Biology
- Metabolic Research
Background:
- Melanoma is an aggressive skin cancer with challenging treatment outcomes.
- Tumor cells alter nicotinamide adenine dinucleotide (NAD+) metabolism for proliferation and metastasis.
- The specific role of NAD+ metabolism in melanoma remains largely unknown.
Purpose of the Study:
- To investigate the role of NAD+ metabolism-related genes in melanoma.
- To identify key genes and their mechanisms in melanoma progression.
- To explore NMNAT3 as a potential therapeutic target in melanoma treatment.
Main Methods:
- Bioinformatic analysis of public databases (GEO, TCGA) identified key NAD+ metabolism genes.
- Weighted Gene Co-expression Network Analysis (WGCNA) and machine learning pinpointed NMNAT3.
- In vitro assays (qRT-PCR, CCK-8, scratch wound, transwell) assessed NMNAT3 function.
- Immune cell infiltration analysis examined the tumor microenvironment association.
Main Results:
- NMNAT3 was found to be downregulated in melanoma tissues and cell lines, indicating diagnostic potential.
- NMNAT3 expression correlated with immune cell infiltration levels in the melanoma tumor microenvironment.
- Overexpression of NMNAT3 significantly inhibited melanoma cell proliferation, migration, and invasion in vitro.
Conclusions:
- This study is the first to demonstrate the inhibitory role of NMNAT3 in melanoma growth.
- Findings provide insights into melanoma metabolic regulation.
- NMNAT3 presents a potential target for novel melanoma treatment strategies.
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