Model-driven engineering ofCutaneotrichosporon oleaginosusATCC 20509 for improved microbial oil production

Abstract

AbstractConsumption of plant-based oils, especially palm oil, is increasing at an alarming rate. This boosted demand for palm oil has drastic effects on the ecosystem as its production is not sustainable.C. oleaginosusis an oleaginous yeast with great potential as a source for microbial-based oil production which is a sustainable alternative to palm oil. However, microbial processes are not yet economically feasible to replace palm oil, unto a large extent due to limited lipid accumulation in the microbe, which limits titers and productivity. Therefore, obtaining enhanced lipid accumulation is essential to render this process commercially viable. Herein we deployed a systematic, iterative Design-Build-Test-Learn (DBTL) approach to establishC. oleaginosusas an efficient fatty acid production platform. In the design step, we identified genes and medium supplements that improved lipid content. To this end, we compared its transcriptional landscape in conditions with high and low amounts of lipid production. A metabolic map was reconstructed and integrated with the expression data. Finally, the genome-scale metabolic model ofC. oleaginosuswas used to explore metabolism under maximal growth and maximal production conditions. The combination of these four analyses led to the selection of four overexpression targets (ATP-citrate lyase (ACL1), acetyl-CoA carboxylase (ACC), threonine synthase (TS), and hydroxymethylglutaryl-CoA synthase (HMGS)) and five media supplements (biotin, thiamine, threonine, serine, and aspartate). We established an electroporation-based co-transformation method to implement selected genetic interventions. These findings were experimentally validated in the build and test steps of the DBTL approach by adding supplements into the medium and overexpressing the identified genes. Characterization of ACL, ACC, and TS at various C/N ratios, and the addition of medium supplements provided up to 56% (w/w) lipid content, and a 2.5-fold increase in total lipid in the glycerol and urea-based defined medium. In the learn step, quadratic models identified the optimum C/N ratios shifted towards around C/N240. These results firmly confirmC. oleaginousas a sustainable alternative to replace palm as an oil source.HighlightsTranscriptional profile and metabolic model analyzed, predicting genetic targets and medium supplements.Genetic targets and medium supplements for improved oil production.The genetic toolbox forC. oleaginosuswas expanded (co-transformation method, promoters, genes, and terminators).Experimental validations showed that biotin, and threonine increased lipid content.Overexpression ofACL1, ACC,andTSinC. oleaginosusprovided higher oil content.Graphical Abstract