A blood test cannot directly detect blocked arteries, but certain blood tests can provide information on the risk factors associated with developing blockages in the arteries. For example, a high level of LDL cholesterol or triglycerides in the blood can increase the risk of developing plaque in the arteries, which can lead to blockages.