They are likely to die from illnesses such as heart disease, respiratory problems and cancer after accounting for body mass index, smoking, alcohol use and physical activity, said researchers from Mayo Clinic.BMI does not discriminate lean mass from fat mass and it also does not say anything about where your weight is located.