Tear drop cells can form due to various underlying conditions. One of the most common causes is myelofibrosis, a type of chronic leukemia that affects the bone marrow. Other conditions include thalassemia, megaloblastic anemia, and bone marrow infiltration by malignant cells. Mechanical damage as red blood cells pass through fibrotic tissue can also lead to their characteristic shape.