Histamine release can be triggered by numerous factors, including allergic reactions, tissue injury, and certain drugs. During an allergic reaction, allergens bind to immunoglobulin E (IgE) antibodies on the surface of mast cells and basophils, leading to the degranulation of these cells and the subsequent release of histamine.