The results show that FM/WT, ECW/ICW ratio, MHR, plasma GDF-15 levels, and L/A ratio were independently and significantly associated with MetS when adjustment for age and sex effects was not conducted and remained significant while controlling for age and sex (Table 3). Here, GDF15 is linked to metabolic syndrome.