With this cross-journal Collection, the editors at Nature Communications, Communications Biology and Scientific Reports invite submissions aiming to explore the intricate roles of intracellular organelles and their interactions in cancer cells or cellular components in the tumor microenvironment. We would also highlight studies reporting technological advances in probing organelle dynamics in cancer, and developing targeted therapies that have translational potential.