Authorities say the bus was operating illegally earlier in the day when the right front tire blew. The vehicle smashed into a guardrail and tipped over.
Officials say 12 people died at the scene and three others at Dallas-area hospitals.
The bus was carrying a Vietnamese Catholic group from Houston to an annual pilgrimage in Missouri.