Bioenergy Sciences and Technology Directorate, National Renewable Energy Laboratory, Golden, Colorado, USA.
Energy and Environmental Science and Technology, Idaho National Laboratory, Idaho Falls, Idaho, USA.
Microb Biotechnol. 2024 Sep;17(9):e70006. doi: 10.1111/1751-7915.70006.
Feedstock variability represents a challenge in lignocellulosic biorefineries, as it can influence both lignocellulose deconstruction and microbial conversion processes for biofuels and biochemicals production. The impact of feedstock variability on microbial performance remains underexplored, and predictive tools for microbial behaviour are needed to mitigate risks in biorefinery scale-up. Here, twelve batches of corn stover were deconstructed via deacetylation, mechanical refining, and enzymatic hydrolysis to generate lignin-rich and sugar streams. These batches and their derived streams were characterised to identify their chemical components, and the streams were used as substrates for producing muconate and butyrate by engineered Pseudomonas putida and wildtype Clostridium tyrobutyricum, respectively. Bacterial performance (growth, product titers, yields, and productivities) differed among the batches, but no strong correlations were identified between feedstock composition and performance. To provide metabolic insights into the origin of these differences, we evaluated the effect of twenty-three isolated chemical components on these microbes, including three components in relevant bioprocess settings in bioreactors, and we found that growth-inhibitory concentrations were outside the ranges observed in the streams. Overall, this study generates a foundational dataset on P. putida and C. tyrobutyricum performance to enable future predictive models and underscores their resilience in effectively converting fluctuating lignocellulose-derived streams into bioproducts.
原料的可变性是木质纤维素生物精炼厂面临的一个挑战,因为它会影响木质纤维素的解构以及生物燃料和生物化学制品生产过程中的微生物转化。原料可变性对微生物性能的影响仍未得到充分探索,需要预测微生物行为的工具来降低生物精炼厂扩大规模的风险。在这里,通过脱乙酰化、机械精炼和酶水解对 12 批玉米秸秆进行了解构,以生成富含木质素和糖的流。对这些批次及其衍生流进行了特性分析,以确定它们的化学组成,并将流用作工程化假单胞菌(Pseudomonas putida)和野生型丁酸梭菌(Clostridium tyrobutyricum)分别生产延胡索酸和丁酸盐的底物。细菌性能(生长、产物浓度、产率和生产力)在批次之间存在差异,但未发现原料组成与性能之间存在很强的相关性。为了深入了解这些差异的起源,我们评估了 23 种分离的化学物质对这些微生物的影响,包括生物反应器中相关生物工艺条件下的三种成分,结果发现生长抑制浓度超出了流中观察到的范围。总的来说,这项研究生成了关于假单胞菌(P. putida)和丁酸梭菌(C. tyrobutyricum)性能的基础数据集,为未来的预测模型提供了支持,并强调了它们在有效转化波动的木质纤维素衍生流为生物制品方面的弹性。