To our knowledge, this is the first study to examine both cross‐sectional and longitudinal associations of irisin and adiponectin with obesity, sarcopenia and sarcopenic obesity in a population‐based cohort of older adults. Here, FNDC5 is linked to obesity due to melanocortin 4 receptor deficiency.