While blood sample collection is generally safe, there are some risks involved, including slight pain or bruising at the puncture site, lightheadedness, and in rare cases, infection. Professional healthcare providers minimize these risks through sterile techniques and proper aftercare. Patients with bleeding disorders should inform the healthcare provider beforehand as special precautions may need to be taken.