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1.
Biotechnol J ; 14(10): e1800581, 2019 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-31231931

RESUMEN

Two-liquid-phase reaction media have long been used in bioconversions to supply or remove hydrophobic organic reaction substrates and products to reduce inhibitory and toxic effects on biocatalysts. In case of the terminal oxyfunctionalization of linear alkanes by the AlkBGT monooxygenase the excess alkane substrate is often used as a second phase to extract the alcohol, aldehyde, and acid products. However, the selection of other carrier phases or surfactants is complex due to a large number of parameters that are involved, such as biocompatibility, substrate bioavailability, and product extraction selectivity. This study combines systematic high-throughput screening with chemometrics to correlate physicochemical parameters of a range of cosolvents to product specificity and yield using a multivariate regression model. Partial least-squares regression shows that the defining factor for product specificity is the solubility properties of the reaction substrate and product in the cosolvent, as measured by Hansen solubility parameters. Thus the polarity of cosolvents determines the accumulation of either alcohol or acid products. Whereas usually the acid product accumulates during the reaction, by choosing a more polar cosolvent the 1-alcohol product can be accumulated. Especially with Tergitol as a cosolvent, a 3.2-fold improvement in the 1-octanol yield to 18.3 mmol L-1 is achieved relative to the control reaction without cosolvents.


Asunto(s)
Alcanos/química , Escherichia coli/crecimiento & desarrollo , Oxigenasas de Función Mixta/metabolismo , 1-Octanol/química , Reactores Biológicos/microbiología , Escherichia coli/genética , Ingeniería Metabólica , Oxigenasas de Función Mixta/genética , Análisis Multivariante , Oxidación-Reducción , Poloxaleno/química , Análisis de Regresión , Solventes/química
2.
Microb Cell Fact ; 16(1): 174, 2017 Oct 10.
Artículo en Inglés | MEDLINE | ID: mdl-29017530

RESUMEN

BACKGROUND: Numerous challenges remain to achieve industrially competitive space-time yields for bio-oxidations. The ability to rapidly screen bioconversion reactions for characterization and optimization is of major importance in bioprocess development and biocatalyst selection; studies at conventional lab scale are time consuming and labor intensive with low experimental throughput. The direct ω-oxyfunctionalization of aliphatic alkanes in a regio- and chemoselective manner is efficiently catalyzed by monooxygenases such as the AlkBGT enzyme complex from Pseudomonas putida under mild conditions. However, the adoption of microscale tools for these highly volatile substrates has been hindered by excessive evaporation and material incompatibility. RESULTS: This study developed and validated a robust high-throughput microwell platform for whole-cell two-liquid phase bio-oxidations of highly volatile n-alkanes. Using microwell plates machined from polytetrafluoroethylene and a sealing clamp, highly reproducible results were achieved with no significant variability such as edge effects determined. A design of experiment approach using a response surface methodology was adopted to systematically characterize the system and identify non-limiting conditions for a whole cell bioconversion of dodecane. Using resting E. coli cells to control cell concentration and reducing the fill volume it is possible to operate in non-limiting conditions with respect to oxygen and glucose whilst achieving relevant total product yields (combining 1-dodecanol, dodecanal and dodecanoic acid) of up to 1.5 mmol g DCW-1 . CONCLUSIONS: Overall, the developed microwell plate greatly improves experimental throughput, accelerating the screening procedures specifically for biocatalytic processes in non-conventional media. Its simplicity, robustness and standardization ensure high reliability of results.


Asunto(s)
Alcanos/metabolismo , Ingeniería Metabólica/métodos , Biocatálisis , Reactores Biológicos , Dodecanol/metabolismo , Escherichia coli/metabolismo , Fermentación , Glucosa/metabolismo , Ácidos Láuricos/metabolismo , Ingeniería Metabólica/instrumentación , Oxidación-Reducción , Oxígeno/metabolismo , Politetrafluoroetileno/química , Reproducibilidad de los Resultados
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