Palabikyan, H. | Search bioRxiv

bioRxiv2026

CFD-Informed Hybrid Modeling Unlocks Scalable, Tunable Amino Acid Production in Methanothermobacter marburgensis

Methanogenic archaea, such as Methanothermobacter marburgensis, represent a powerful biological platform for carbon capture and valorization, directly converting carbon dioxide (CO2) and molecular hydrogen (H2) into proteinogenic amino acids (AAs). In this study, we present a controlled and scalable strategy for tailoring AA production (biosynthesis and secretion) in continuous gas fermentation. By applying various Design of Experiments (DOE) techniques, we systematically identified and optimized key process parameters governing AA biosynthesis and shaping a targeted AA secretion profile. A hybrid modeling framework combining experimental data with scale-independent parameters derived from computational fluid dynamics (CFD) enabled robust performance prediction across bioreactor scales. This model-driven approach successfully translated the process from 120 mL glass bottles via 2 L to 150 L reactors, corresponding to a reaction-volume scale-up factor of 2000. These findings set the foundation for a robust and predictive platform for sustainable AA production, positioning archaea as a high-potential alternative in industrial biotechnology.

bioengineering↗

bioRxiv2020

SepF is the FtsZ-anchor in Archaea: implications for cell division in the Last Universal Common Ancestor

The Archaea present profound differences compared to Bacteria in fundamental molecular and cellular processes. While most Archaea divide by binary fission using an FtsZ-based system similar to Bacteria, they lack the majority of the components forming the complex bacterial divisome. Moreover, how FtsZ precisely functions and interacts with other proteins to assemble the archaeal division machinery remains largely unknown. Notably, among the multiple bacterial factors that tether FtsZ to the membrane during cell constriction, Archaea only possess SepF-like homologues, but their function has not been demonstrated. Here, we combine structural, cellular, and evolutionary approaches to demonstrate that SepF is the FtsZ anchor in the human-associated archaeon Methanobrevibacter smithii. 3D super-resolution microscopy of immunolabeled cells shows that M. smithii SepF co-localizes with FtsZ at the division plane. We also show that M. smithii SepF binds both to membranes and FtsZ, inducing filament bundling. High-resolution crystal structures of archaeal SepF alone and in complex with FtsZCTD reveal that SepF forms a dimer with a specific homodimerization interface. This drives a strikingly different binding mode from what is observed in Bacteria. Finally, analysis of the distribution and phylogeny of SepF and FtsZ indicates that these proteins date back to the Last Universal Common Ancestor (LUCA) and that Archaea may have retained features of an ancestral minimal cell division system, while Bacteria likely diverged to accommodate the emergence of the complex machinery required to coordinate cytokinesis with the rigid peptidoglycan cell wall and the appearance of additional FtsZ tethers. Our results contribute key insights into the largely understudied mechanisms of archaeal cell division, and pave the way for a better understanding of the processes underlying the divide between the two prokaryotic domains.

microbiology↗