We describe an infant presenting with intermittent discolouration and swelling of her fingers and toes occurring with changes in ambient temperature. Extensive investigations revealed raised inflammatory markers as well as sclerotic lesions within the phalanges and diffuse marrow oedema. Infectious and inflammatory causes were considered and excluded based on the clinical presentation and investigation findings. The persistence of symptoms prompted further investigation with MRI. Correlation of the MRI findings with previous case reports resulted in a diagnosis of microgeodic disease—an uncommon, self-limiting condition thought to be due to cold-induced vasospasm leading to avascular necrosis of the bone.