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A Robust Discovery Platform for the Identification of Novel Mediators of Melanoma Metastasis
Published on: March 8, 2022
Disruptions of Circadian Genes in Cutaneous Melanoma-An In Silico Analysis of Transcriptome Databases
Monika Lesicka1, Bogusław Nedoszytko2,3, Edyta Reszka1
1Department of Translational Research, Nofer Institute of Occupational Medicine, 91-349 Lodz, Poland.
Abstract:
Circadian genes are a set of genes that regulate the body's internal clock and influence various physiological processes, including sleep-wake cycles, metabolism and immune function. Skin cutaneous melanoma (SKCM) is a type of skin cancer that arises from the pigment-producing cells in the skin and is the most deadly form of skin cancer. This study has investigated the relevance of circadian gene expression and immune infiltrations in the outcomes of cutaneous melanoma patients. In the present study, in silico methods based on the GEPIa, TIMER 2.0 and cBioPortal databases were performed, so as to investigate the transcript level and prognostic value of 24 circadian genes in SKCM and their relationship with the immune infiltration level. The in silico analysis showed that significantly more than half of the investigated circadian genes have an altered transcript pattern in cutaneous melanoma compared to normal skin. The mRNA levels of TIMELES and BHLHE41 were upregulated, whereas those of NFIL3, BMAL1, HLF, TEF, RORA, RORC, NR1D1, PER1, PER2, PER3, CRY2 and BHLHE40 were downregulated. The presented research shows that SKCM patients with at least one alteration of their circadian genes have decreased overall survival. Additionally, majority of the circadian genes are significantly corelated with the immune cells' infiltration level. The strongest correlation was found for neutrophils and was followed by circadian genes: NR1D2 r = 0.52 p < 0.0001, BMAL1 r = 0.509 p < 0.0001; CLOCK r = 0.45 p < 0.0001; CSNKA1A1 r = 0.45 p < 0.0001; RORA r = 0.44 p < 0.0001. The infiltration level of immune cells in skin tumors has been associated with patient prognosis and treatment response. Circadian regulation of immune cell infiltration may further contribute to these prognostic and predictive markers. Examining the correlation between circadian rhythm and immune cell infiltration can provide valuable insights into disease progression and guide personalized treatment decisions.
Insights
Altered circadian gene expression in skin cutaneous melanoma (SKCM) is linked to poorer survival. These genes also correlate with immune cell infiltration, offering potential prognostic markers for melanoma patients.
Area of Science:
- Oncology
- Genetics
- Immunology
Background:
- Circadian genes regulate fundamental physiological processes, including metabolism and immune function.
- Skin cutaneous melanoma (SKCM) is an aggressive form of skin cancer with significant mortality.
- Understanding the interplay between circadian rhythms and melanoma progression is crucial for improving patient outcomes.
Purpose of the Study:
- To investigate the expression patterns of 24 circadian genes in SKCM.
- To evaluate the prognostic value of circadian gene alterations in SKCM patients.
- To explore the relationship between circadian gene expression and immune cell infiltration levels in SKCM.
Main Methods:
- In silico analysis utilizing GEPIA, TIMER 2.0, and cBioPortal databases.
- Assessment of transcript levels and prognostic significance of 24 circadian genes in SKCM.
- Correlation analysis between circadian gene expression and immune infiltration markers.
Main Results:
- Over half of the investigated circadian genes exhibited altered expression in SKCM compared to normal skin.
- Specific circadian genes like TIMELESS and BHLHE41 were upregulated, while others, including BMAL1 and PER1, were downregulated.
- SKCM patients with circadian gene alterations showed decreased overall survival and significant correlations between circadian genes and immune cell infiltration, notably neutrophils.
Conclusions:
- Circadian gene dysregulation is a significant feature of SKCM and is associated with reduced patient survival.
- The strong correlation between circadian genes and immune cell infiltration suggests a role for circadian regulation in the tumor microenvironment.
- These findings highlight circadian genes as potential prognostic and predictive biomarkers for guiding personalized melanoma treatment strategies.

