CD8A and adult-onset Still disease: Additionally, ferritin elevation remained independently associated with fungal infection after adjusting for disease activity, MAS, and glucocorticoid exposure.<h4>Conclusions</h4>AOSD patients with fungal infections exhibit distinct immune activation patterns involving neutrophils and CD8<sup>+</sup> T cells, reflecting dynamic immune changes during infection episodes.