Identification of key circadian rhythm genes in skin aging based on bioinformatics and machine learning

Xiao Xiao; Hao Feng; Yangying Liao; Hua Tang; Lan Li; Ke Li; Feng Hu

doi:doi:10.18632/aging.205155

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Research Paper Volume 15, Issue 20 pp 11672—11689

Identification of key circadian rhythm genes in skin aging based on bioinformatics and machine learning

Figure 6. Screening of skin aging-related CRGs. (A) Skin aging-related CRGs identification. (B) GO annotation of skin aging-related CRGs. (C) KEGG pathway enrichment analysis of skin aging-related CRGs. (D) The interaction of KEGG signaling pathways and their associated CRGs. (E) The PPI network of skin aging-related CRGs.