These dual mechanisms—suppression of NLRP3-driven neuroinflammation and enhancement of BDNF-mediated neuroplasticity—highlight the critical role of aerobic exercise in post-stroke rehabilitation. The gene discussed is BDNF; the disease is stroke disorder.