19 Lake Tanganyika, the largest tropical freshwater lake and the second largest by volume 20 on Earth is characterized by strong oxygen and redox gradients. In spite of the majority of its 21 water column being anoxic, Tanganyika hosts some of the most diverse and prolific fisheries and 22 ecosystems on Earth. Yet, little is known about microorganisms inhabiting this lake, and their 23 impacts on biogeochemistry and nutrient cycling underlying ecosystem structure and 24 productivity. Here, we apply depth-discrete metagenomics, single-cell genomics, and 25 environmental analyses to reconstruct and characterize 3996 microbial genomes representing 802 26 non-redundant organisms from 81 bacterial and archaeal phyla, including two novel bacterial 27 candidate phyla, Tanganyikabacteria and Ziwabacteria. We found sharp contrasts in community 28 composition and metabolism between the oxygenated mixed upper layer compared to deep 29 anoxic waters, with core freshwater taxa in the former, and Archaea and uncultured Candidate 30Phyla in the latter. Microbially-driven nitrogen cycling increased in the anoxic zone, highlighting 31 microbial contribution to the productive surface layers, via production of upwelled nutrients, and 32 greenhouse gases such as nitrous oxide. Overall, we provide a window into how oxygen 33 gradients shape microbial community metabolism in widespread anoxic tropical freshwaters, and 34 advocate for the importance of anoxic freshwater habitats in the context of global 35 biogeochemical cycles and nutrient cycling. 36Tran et al.