Lowered cardio-respiratory fitness is one of the best predictors. By not being in shape and having a weakened heart and lungs, one stands less of a chance of surviving issues that arise in these systems. Including a small amount of exercise in one's routine can alleviate many of the risks inherent with this lack of fitness.
