• Approximately 20 % of GCA patients presented with temporalis muscle inflammation. • A total of 34-49 % of GCA patients presented with vasculitis of the deep temporal artery. • In approximately 20 % of GCA patients, both structures were simultaneously involved. • Involvement of both structures correlated moderately with presence of jaw claudication. • MRI is a suitable tool for the assessment of vasculitis and muscle inflammation.