Being skinny confers no advantage when it comes to the risk of dying suddenly from cardiac causes, new research suggests. Scientists found that non-obese heart failure patients -- including overweight, normal and underweight patients -- had a 76 percent increase in risk of sudden cardiac death compared to obese heart failure patients. Normal and underweight patients showed a startling 99 percent increase in risk for sudden cardiac death compared to obese patients.