Among these, PRKAR2A and DARS1 consistently showed decreased abundance across all three time points, suggesting persistent dysregulation in ME/CFS EVs, independent of exercise. Here, PRKAR2A is linked to myalgic encephalomeyelitis/chronic fatigue syndrome.