TNF and anemia (phenotype): First, a randomized study showed that 24-week pre-dialysis resistance training (RT) (1 h before HD, 3×/week) reduced sarcopenia and improved strength, body composition, functional performance, and biomarkers (TNFα, IL-6, anaemia).