Professor Stephen Giovannoni's latest research in Science magazine underscores the need to rethink the marine carbon cycle and factor in diverse lifestyles of microbes. Translating the biology of cells into processes at global scales can bring the conceptual framework of systems biology into bigger “ecosystems biology” framework.