Radiation exposure increases the chance of getting cancer, and the risk increases as the dose increases: the higher the dose, the greater the risk,” says the US Environmental Protection Agency, citing studies that follow groups of people exposed to radiation".

In 1998 EPA said el paso tx had higest beta radiation level in the usa both water and soil 

This article on bomb testing lets you know how such exposure raises chances for cancers.