Since few people will take the time to read your referenced survey, I hope you don't mind if I add this extraction: This is important.

"OO (olive oil) feeding decreased body weight over the course of 12 weeks due to a decrease in fat mass (Fig. S3A–C). Without effecting energy intake or locomotion, OO feeding increased oxygen consumption and heat production leading to increased energy expenditure"