One of the five shops affected is its Chapel Street branch, reports The Sydney Morning Herald. It is expected to close within weeks.
Chapel Street was the first Topshop store to open in Australia in 2011.
Its stores at the Chatswood and Miranda shopping centres in New South Wales, Highpoint in Melbourne, and Perth are also said to have shut in the past two weeks.