In very simplistic terms, force equals mass times acceleration (F=ma). You're talking about increasing m by 15% so you either need 15% more F to get the same a, or the same F will give you less a. Climbing hills will give you a similar issue where the energy you need to lift the weight will also increase, but on downhills you should notice yourself accelerating faster.