A new method enables non-invasive monitoring of oxygen metabolism in cells that are 3-D bioprinted into complex living structures. This could contribute to studies of cell growth and interactions under tissue-like conditions, as well as for the design of 3-D printed constructs facilitating higher productivity of microalgae in biofilms or better oxygen supply for stem cells used in bone and tissue reconstruction efforts.