I think that carrying weight whilst running will only increase the impact to your joints which could cause problems.
Unless you have very specific goals (like the US Navy Seals specificity training - carrying gear and injured colleagues) I agree with AllCdnBoy that running and a separate weights session would be better for you, from an overall health point of view.