is more likely altered in response to obesity [6], although from cross sectional studies in adults that may not be the case [7]. Thus, the debate relating to the impact of obesity on the skeleton lives on. In this Special Edition of 'Fat and Bone', Farr, Dimitri and Walsh address the past and current research relating to the impact of obesity on bone in children and adults.A broad range of skeletal imaging techniques have been developed to aid our understanding of skeletal mass, size and architecture and engineering models such as finite element analysis have been applied to determine bone strength. DXA remains the gold-standard clinical means of assessing skeletal parameters [8,9], although challenges in interpreting DXA in relation to body size and proportions [10], particularly in obese children [2], and tissue thickness and distribution in [11,12] have called into question the accuracy of assessing bone mass and density in relation to increasing adiposity. At the limits of in vivo scanning resolutions, HR-pQCT provides a detailed view of trabecular and cortical microarchitecture but is limited to the distal extremities and may not reflect skeletal changes elsewhere in the skeleton. In this Special Edition, the clinical considerations and diagnostic challenges in relation to skeletal imaging of children are reviewed. The challenge ahead is the development of a scanning technique that provides an accurate assessment of skeletal microarchitecture in the appendicular and axial skeleton relevant to changes in factors affecting the skeleton such as hormonal changes and physical activity in children and adults.