VEXAS (vacuoles, E1 enzyme, X-linked, autoinflammatory, somatic) syndrome is an adult-onset, X-linked clonal autoinflammatory disease caused by somatic mutations in the UBA1 gene, characterized by systemic inflammation accompanied by hematologic clonal abnormalities. Somatic UBA1 mutations result in impaired ubiquitination, disruption of protein homeostasis, and sustained activation of inflammatory signaling pathways, including nuclear factor-κB and Janus kinase-signal transducer and activator of transcription (JAK-STAT), which together constitute the core pathogenic mechanism. The disease involves multiple systems and tissues including the hematologic system, skin, cartilage and respiratory system, showing remarkable clinical heterogeneity. Diagnosis depends primarily on the combination of characteristic clinical manifestations and molecular confirmation of UBA1 mutations. Current therapeutic strategies lack a unified standard: glucocorticoids can rapidly control inflammation but are associated with high relapse rates, whereas targeted therapies such as JAK inhibitors, interleukin inhibitors, and hypomethylating agents show variable efficacy, and allogeneic hematopoietic stem cell transplantation offers curative potential in patients with concomitant myelodysplastic syndrome. This review systematically summarizes the genetic background, molecular mechanisms, clinical spectrum, diagnostic criteria, and therapeutic advances of VEXAS syndrome.