Understanding morphological, biochemical, and functional aspects of cell death is essential for targeting new cancer therapies. Even though many different mechanisms of cell death are identified, it is crucial to highlight the role of new and lesser-known pathways, including methuosis, alkaliptosis, and oxeiptosis. The aim of this review was to summarize the data about cell death mechanisms—methuosis, alkaliptosis, and oxeiptosis—and their role in cancer treatment. Unique molecular mechanisms and cellular outcomes characterize each of these forms of cell death. This research on methuosis, alkaliptosis, and oxeiptosis provides a better understating of cell death biology and creates novel opportunities for neoplasm management.