Bioinformatics Integrative Analysis of Circadian Rhythms Effects on Atopic Dermatitis and Dendritic Cells

Nan Sun; Dan Dai; Shihang Deng; Xun Cai; Ping Song

doi:10.2147/CCID.S424343

Bioinformatics Integrative Analysis of Circadian Rhythms Effects on Atopic Dermatitis and Dendritic Cells

Clin Cosmet Investig Dermatol. 2023 Oct 18:16:2919-2930. doi: 10.2147/CCID.S424343. eCollection 2023.

Authors

Nan Sun¹, Dan Dai¹, Shihang Deng², Xun Cai³, Ping Song¹

Affiliations

¹ Department of Dermatology, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, 100053, People's Republic of China.
² Department of Dermatology, Shenzhen Bao'an Authentic TCM Therapy Hospital, Shenzhen, 518126, People's Republic of China.
³ Department of Dermatology, The Fifth People's Hospital of Suzhou, Suzhou, 215131, People's Republic of China.

Abstract

Background: Atopic dermatitis (AD) is an allergic inflammatory skin disease caused by aberrant and over-reactive immune response. Although circadian rhythm disruption is implicated in multiple immunoinflammatory conditions, including AD, the mechanisms at the molecular level underlying AD and circadian rhythms remain elusive.

Methods: Bulk and single-cell RNA-sequencing data of AD patients were acquired from the Gene Expression Omnibus, including GSE121212, GSE120721, and GSE153760 datasets. A single-sample gene set enrichment analysis was performed to estimate circadian rhythm gene expression levels. A differential expression analysis was utilized to identify the key candidate genes in AD. CIBERSORT was used to quantify the proportions of immune cells, and the R package "Seurat" was utilized to investigate single-cell RNA-sequencing data.

Results: Circadian rhythm gene expression levels were lower in AD skin samples than in normal skin samples. Dendritic cells were significantly upregulated and negatively correlated with circadian rhythm gene expression levels in AD patients. Compared with circadian rhythm-related genes in the control samples, ARNTL2, NOCT, and RORC were differentially expressed in AD; ARNTL2 and NOCT were significantly upregulated, whereas RORC was significantly downregulated in AD. ARNTL2, NOCT, and RORC also showed robust abilities to diagnose AD. We validated that the abundance of the dendritic cell was positively correlated with the ARNTL2 and NOCT expression levels using bulk RNA-sequencing data of the GSE121212 and single-cell RNA-sequencing data of the GSE153760. Moreover, the functional enrichment analysis showed that the IL-17 and NF-κB signaling pathways, Th1 and Th2 cell differentiations, and primary immunodeficiency, were enriched in AD patients.

Conclusion: The findings of this study suggested that the circadian rhythm is involved in the progression of AD, and RNTL2, NOCT, and RORC as well as dendritic cells are differentially expressed in AD. These findings could be used to introduce diagnostic and chronotherapeutic modalities for AD.

Keywords: ARNTL2; NOCT; RORC; atopic dermatitis; circadian rhythms; dendritic cells.

Grants and funding

The work was supported by grants from the National Natural Science Foundation of China [No. 82074448], the Scientific and technological innovation project of China Academy of Chinese Medical Sciences [No. CI2021A02301].