Daphne plants may lose their leaves due to a variety of reasons, including inadequate watering, nutrient deficiency, pest infestation, and environmental stress. Identifying the underlying cause is essential to addressing the issue. In some cases, leaf loss may be a natural part of the plant's growth cycle, such as in the fall when deciduous plants shed their leaves.