Should I change my diet when I start running?

I have lost about 45 pounds over the last year on the Atkins Plan. I am thinking about starting to run and train for a 5k race in my hometown. I still want to lose more weight and I am wondering if I should keep doing the Atkins plan or change my diet to one that includes more carbs.