The present invention provides purification strategies for sterically demanding, i.e. large and pleomorphic, infectious virus particles or VLPs derived therefrom having a measles virus scaffold to yield fractions or compositions with a significantly reduced content of contaminating host cell DNA and a reduced content of further process-related impurities. Further provided are methods of propagating and purifying infectious virus particles having a measles virus scaffold suitable to provide a preparation having a strongly reduced content of contaminating host cell DNA and a reduced content of further process-related impurities. In addition, immunogenic and vaccine compositions based on the above methods are provided. Finally, there are provided immunogenic or vaccine compositions produced by the disclosed methods, which are suitable for use in immunogenic or prophylactic vaccination treatment of a subject in need thereof.