Considerations Regarding High Oil Density Bioreactor-Scale Fermentations of Yarrowia lipolytica Using CFD Modeling and Experimental Validation

IF 3.2 3区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Biotechnology Journal Pub Date : 2024-12-16 DOI:10.1002/biot.202400506
Sarah M. Coleman, Richard J. Marx, Morgan K. Martinez, Ashli J. Silvera, Junwon Park, Esha Ramanan, Geena Kaown, Seongkyu Yoon, Dongming Xie, Hal S. Alper
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Abstract

Hydrophobic feedstocks such as waste cooking oil have recently been considered for microbial biotransformation due to their abundance, low cost, and unique advantage for lipid-derived fermentation products. Most fermentations with hydrophobic substrates are conducted at the tube or flask scale (less than 1 L total volume) or with the hydrophobic substrate comprising a small fraction of the media. Low substrate concentrations require additional feeding. Alternatively, high concentrations do not require significant dilution of the oil feedstock, which reduce volumetric requirements for larger scale fermentations. However, high-oil-density fermentations complicate efficient mixing and mass transfer challenges which are exacerbated at larger scales. To address this, computational fluid dynamics (CFD) models were explored to simulate three-phase (hydrophobic, hydrophilic, and gaseous) bench (3 L) and pilot scale (4000 L) bioreactors, highlighting challenges and potential considerations. Bioreactor fermentations of Yarrowia lipolytica strain L36DGA1 with substrate loadings of 5%, 10%, 20%, 30%, 40%, and 50% (v/v) waste cooking oil were also conducted, representing one of the highest concentrations in the reported literature. This work supports future research into and implementation of high-oil-density fermentations at the bench and pilot bioreactor scale.

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由于废食用油等疏水性基质数量多、成本低,且具有独特的脂质发酵产品优势,因此最近已被考虑用于微生物生物转化。大多数使用疏水性底物的发酵都是在试管或烧瓶规模(总体积小于 1 升)或疏水性底物只占培养基一小部分的情况下进行的。底物浓度低时需要额外喂料。另外,高浓度不需要对油类原料进行大量稀释,从而降低了更大规模发酵的体积要求。不过,高油脂密度发酵使得高效混合和传质变得更加复杂,而在更大规模的发酵过程中,这种情况会更加严重。为解决这一问题,研究人员探索了计算流体动力学(CFD)模型,以模拟三相(疏水、亲水和气态)台式(3 升)和中试规模(4000 升)生物反应器,突出了挑战和潜在的考虑因素。此外,还进行了 Yarrowia lipolytica 菌株 L36DGA1 的生物反应器发酵,底物含量分别为 5%、10%、20%、30%、40% 和 50%(v/v)废食用油,这是文献报道的最高浓度之一。这项工作为今后在工作台和中试生物反应器规模上研究和实施高油密度发酵提供了支持。
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来源期刊
Biotechnology Journal
Biotechnology Journal Biochemistry, Genetics and Molecular Biology-Molecular Medicine
CiteScore
8.90
自引率
2.10%
发文量
123
审稿时长
1.5 months
期刊介绍: Biotechnology Journal (2019 Journal Citation Reports: 3.543) is fully comprehensive in its scope and publishes strictly peer-reviewed papers covering novel aspects and methods in all areas of biotechnology. Some issues are devoted to a special topic, providing the latest information on the most crucial areas of research and technological advances. In addition to these special issues, the journal welcomes unsolicited submissions for primary research articles, such as Research Articles, Rapid Communications and Biotech Methods. BTJ also welcomes proposals of Review Articles - please send in a brief outline of the article and the senior author''s CV to the editorial office. BTJ promotes a special emphasis on: Systems Biotechnology Synthetic Biology and Metabolic Engineering Nanobiotechnology and Biomaterials Tissue engineering, Regenerative Medicine and Stem cells Gene Editing, Gene therapy and Immunotherapy Omics technologies Industrial Biotechnology, Biopharmaceuticals and Biocatalysis Bioprocess engineering and Downstream processing Plant Biotechnology Biosafety, Biotech Ethics, Science Communication Methods and Advances.
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