Carbon monoxide and nicotine are the two chemicals that affect your cardiovascular system due to smoking. When high levels of carbon monoxide enter the bloodstream at a concentration above 1%, individuals may experience an increased heart rate and reduced tolerance to exercise. Nicotine is a highly addictive chemical in cigarettes and tobacco products. It can raise your blood pressure, increase your heart rate and harden arteries.