In conclusion, the potential benefits of understanding the role of PGC1-α, BDNF, IGF-1, Nrf2, and NF-κB in exercise-induced adaptations for CKD patients’ cognitive frailty are promising. Here, BDNF is linked to chronic kidney disease.