Furthermore, the multivariate regression analysis confirmed that the age, male sex, CFS score, energy intake ratio, handgrip strength, FOIS score, MNA-SF score, BNP, and creatinine were independently and significantly associated with RE (Table 3). Here, NPPB is linked to myalgic encephalomeyelitis/chronic fatigue syndrome.