The present study assessed the possible familial effect in 71 healthy Caucasian siblings on each of the variables determining the inter-individual variations in energy expenditure (EE) measured under standardized conditions. We found that the 24-h EE measured in respiration chambers of 71 siblings from 32 different families was positively correlated with fat-free mass, which explained 82% of the variation between subjects (P