Importance: 41Predicting the metabolic potential and ecophysiology of mixed microbial communities remains a 42 major challenge, especially for slow-growing anaerobes that are difficult to isolate. Unraveling the 43 in-situ metabolic activities of uncultured species could enable a more descriptive framework to 44 model substrate transformations by microbiomes, which has broad implications for advancing the 45 fields of biotechnology, global biogeochemistry, and human health. Here, we investigated the in-46 situ function of mixed microbiomes by combining DNA-stable isotope probing with 47
Introduction: 60Linking microbial genomic identity with ecological function is considered a 'Holy Grail' in 61 microbial ecology (1), and has broad implications for improving our ability to manage microbial 62 communities in engineered biotechnologies. Anaerobic digestion is an example of a biotechnology 63 that enables resource recovery from organic waste by generating methane gas as a renewable 64 biofuel, and thus plays a role in establishing a circular economy (2). The production of methane in 65 anaerobic digestion is executed through a series of trophic interactions constituting a metabolic 66 network of fermenting bacteria, syntrophic acetogens, and methanogenic archaea (3, 4). Metabolic 67 reconstructions based on shotgun metagenomic sequencing data have highlighted potential 68 partitioning of functional guilds within anaerobic digester microbiomes (4). Yet, our understanding 69 of the ecophysiology of the microorganisms present in anaerobic digesters is limited by the high 70 community complexity and lack of cultured representatives (4). Elucidating the nature of 71 interspecies interactions between different trophic groups in the anaerobic digester metabolic 72 network could help to better understand and optimize the conversion of organic wastes into 73 renewable methane. 74
75The terminal steps in the anaerobic metabolic network -syntrophy and methanogenesis -are 76 considered rate limiting steps for the production of methane from organic substrates (5). The 77 syntrophic oxidation of fatty acids is also responsible for a considerable portion of carbon flux in 78 methanogenic bioreactors, as fatty acids are often produced during fermentation of mixed organic 79 substrates (6). The accumulation of fatty acids in anaerobic digesters is often responsible for a 80 reduction in pH and process instability (3). In particular, syntrophic degradation of the 4-carbon 81 fatty acid, butyrate, can be a bottleneck for anaerobic carbon conversion, as this metabolism occurs 82