Combined spectroscopic, biochemical and chemometric approach toward finding of biochemical markers of obesity

•High-calorie diet-induced obesity alters trace metal metabolism.•Quantitative elemental analysis by total reflection X-ray fluorescence and chemometrics can be used for identifying new biochemical markers of obesity.•Rb can be used as a new marker of adiposity and its early-stage complications.