Comer Austin D, Long Matthew R, Reed Jennifer L, Pfleger Brian F
Department of Chemical and Biological Engineering, University of Wisconsin-Madison, Madison, WI 53706.
Microbiology Doctoral Training Program, University of Wisconsin-Madison, Madison, WI 53706.
Metab Eng Commun. 2017 Dec;5:26-33. doi: 10.1016/j.meteno.2017.07.002. Epub 2017 Jul 10.
The low cost of natural gas has driven significant interest in using C carbon sources (e.g. methane, methanol, CO, syngas) as feedstocks for producing liquid transportation fuels and commodity chemicals. Given the large contribution of sugar and lignocellulosic feedstocks to biorefinery operating costs, natural gas and other C1 sources may provide an economic advantage. To assess the relative costs of these feedstocks, we performed flux balance analysis on genome-scale metabolic models to calculate the maximum theoretical yields of chemical products from methane, methanol, acetate, and glucose. Yield calculations were performed for every metabolite (as a proxy for desired products) in the genome-scale metabolic models of three organisms: (bacterium), (yeast), and sp. PCC 7002 (cyanobacterium). The calculated theoretical yields and current feedstock prices provided inputs to create comparative feedstock cost surfaces. Our analysis shows that, at current market prices, methane feedstock costs are consistently lower than glucose when used as a carbon and energy source for microbial chemical production. Conversely, methanol is costlier than glucose under almost all price scenarios. Acetate feedstock costs could be less than glucose given efficient acetate production from low-cost syngas using nascent biological gas to liquids (BIO-GTL) technologies. Our analysis suggests that research should focus on overcoming the technical challenges of methane assimilation and/or yield of acetate via BIO-GTL to take advantage of low-cost natural gas rather than using methanol as a feedstock.
天然气的低成本引发了人们对使用含碳源(如甲烷、甲醇、一氧化碳、合成气)作为生产液体运输燃料和商品化学品原料的浓厚兴趣。鉴于糖类和木质纤维素原料在生物精炼运营成本中占很大比例,天然气和其他C1源可能具有经济优势。为了评估这些原料的相对成本,我们在基因组规模的代谢模型上进行了通量平衡分析,以计算甲烷、甲醇、乙酸盐和葡萄糖生产化学产品的最大理论产量。对三种生物(细菌、酵母和集胞藻属PCC 7002蓝细菌)的基因组规模代谢模型中的每种代谢物(作为所需产品的替代物)进行了产量计算。计算出的理论产量和当前原料价格为创建比较原料成本曲面提供了输入数据。我们的分析表明,在当前市场价格下,当用作微生物化学品生产的碳源和能源时,甲烷原料成本始终低于葡萄糖。相反,在几乎所有价格情景下,甲醇都比葡萄糖成本更高。鉴于使用新兴的生物气制液体(BIO-GTL)技术从低成本合成气高效生产乙酸盐,乙酸盐原料成本可能低于葡萄糖。我们的分析表明,研究应专注于克服甲烷同化和/或通过BIO-GTL生产乙酸盐的技术挑战,以利用低成本天然气,而不是使用甲醇作为原料。