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Lux, M.

Publications and source records attributed to Lux, M..

3 recordsLinked to original sources

Cell-free pathway prototyping enables cost-effective biomanufacturing of 1,2,4-butanetriol at the 1-L scale

Biomanufacturing offers sustainable alternatives to chemical synthesis under lower temperatures and pressures than traditional catalytic methods. However, the slow pace and iterative engineering bottlenecks of cell strain development restrict the feasible biological design space. Cell-free systems circumvent these constraints, providing a flexible and high-throughput screening approach to accelerate pathway prototyping and enzyme optimization but are not typically used for manufacturing scale-up. To understand the scalability of cell-free biosynthesis, we establish an end-to-end fully cell-free architecture to discover, develop, and scale the biosynthesis of 1,2,4-butanetriol (BT), a high-value industrial platform chemical. First, we systematically screened ~150 enzymes across the 4-step pathway from xylose to BT to identify highly active homologs for each reaction. Next, we applied statistical Design of Experiments to optimize reaction formulations for cost and titer. Finally, the maximum-titer and minimum-cost formulations were scaled up across five orders of magnitude, from 10-{micro}L to 1-L reactions. This resulted in peak volumetric productivities of ~1 g/L/h and yields over 13 g of BT in a single 1-L reaction, with raw substrate costs totaling just $3.00 per liter. This work expands the diversity of enzymes tested for BT synthesis and establishes a blueprint for advancing industrial biochemical manufacturing fully in vitro.

synthetic biology↗

High-throughput phenotyping reveals expansive genetic and structural underpinnings of immune variation

By developing a high-density murine immunophenotyping platform compatible with high-throughput genetic screening, we have established profound contributions of genetics and structure to immune variation. Specifically, high-throughput phenotyping of 530 knockout mouse lines identified 140 monogenic \"hits\" (>25%), most of which had never hitherto been implicated in immunology. Furthermore, they were conspicuously enriched in genes for which humans show poor tolerance to loss-of-function. The immunophenotyping platform also exposed dense correlation networks linking immune parameters with one another and with specific physiologic traits. By limiting the freedom of individual immune parameters, such linkages impose genetically regulated \"immunological structures\", whose integrity was found to be associated with immunocompetence. Hence, our findings provide an expanded genetic resource and structural perspective for understanding and monitoring immune variation in health and disease.

immunology↗

A Method for Cost-Effective and Rapid Characterization of Engineered T7-based Transcription Factors by Cell-Free Protein Synthesis Reveals Insights into the Regulation of T7 RNA Polymerase-Driven Expression

The T7 bacteriophage RNA polymerase (T7 RNAP) serves as a model for understanding RNA synthesis, as a tool for protein expression, and as an actuator for synthetic gene circuit design in bacterial cells and cell-free extract. T7 RNAP is an attractive tool for orthogonal protein expression in bacteria owing to its compact single subunit structure and orthogonal promoter specificity. Understanding the mechanisms underlying T7 RNAP regulation is important to the design of engineered T7-based transcription factors, which can be used in gene circuit design. To explore regulatory mechanisms for T7 RNAP-driven expression, we developed a rapid and cost-effective method to characterize engineered T7-based transcription factors using cell-free protein synthesis and an acoustic liquid handler. Using this method, we investigated the effects of the tetracycline operators proximity to the T7 promoter on the regulation of T7 RNAP-driven expression. Our results reveal a mechanism for regulation that functions by interfering with the transition of T7 RNAP from initiation to elongation and validates the use of the method described here to engineer future T7-based transcription factors.\n\nHighlightsO_LIDevelopment of a rapid and cost-effective method for screening synthetic promoters.\nC_LIO_LIInsights into the regulation of engineered T7-based transcription factors and T7 RNAP enzyme kinetics.\nC_LIO_LIValidation of this method by comparison with the T7 RNAP kinetic model.\nC_LI

synthetic biology↗