TNF and chronic kidney disease: As aging and CKD are associated with systemic inflammation [65,66], it would also be interesting to investigate the association between inflammation markers (for example hs-CRP, IL-6, TNF, lipid peroxides and anti-oxidants) and the progression of frailty and CKD in a further prospective study.