BMI was observed to be one of the most important variables, as it was a protective factor of sarcopenia, sarcopenic obesity and osteosarcopenia, and, according to the random forest analysis, it was also the most important related factor for sarcopenia, sarcopenic obesity (along with Fe) and for osteosarcopenia (along with albumin). The gene discussed is ALB; the disease is sarcopenia.