Prevention strategies include minimizing exposure to known hemoglobin-affecting toxins. This can involve ensuring proper ventilation in areas where carbon monoxide might accumulate, using protective equipment in occupational settings, and educating individuals on the risks of toxic substance exposure. Regular monitoring in high-risk environments also plays a critical role in prevention.