Subsequently, this study performed enrichment analysis and constructed various interaction networks to elucidate the associations among CD1C, IL1B, immune infiltration, transcription factors, miRNAs, and signaling pathways from multiple perspectives, aiming to further investigate the potential molecular mechanisms underlying the impact of CD1C and IL1B on COVID-19. Here, CD1C is linked to COVID-19.