The cause of polymyalgia rheumatica is unknown, but a combination of genetic and environmental factors is thought to be responsible. Polymyalgia rheumatica is relatively common in the UK. It's estimated that one in every 1,200 people develop the condition every year. Polymyalgia rheumatica is age-related.