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The aim was to investigate with very large scale analyses whether there are underlying functional connectivity differences between humans that relate to food reward; and whether these in turn are associated with being overweight. In 37,286 humans from the UK Biobank resting state functional connectivities of the orbitofrontal cortex, especially with the anterior cingulate cortex, were positively correlated with the liking for sweet foods (FDR p less then 0.05). They were also positively correlated with the body mass index (BMI) (FDR p le