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使用响应面法(RSM)对野生型DSM 8218从粗甘油生产柠檬酸进行建模。

Modelling of the Citric Acid Production from Crude Glycerol by Wild-Type DSM 8218 Using Response Surface Methodology (RSM).

作者信息

Giacomobono Romina, Albergo Roberto, Valerio Vito, Caporusso Antonio, De Bari Isabella

机构信息

Laboratory for Processes and Technologies for Biorefineries and Green Chemistry, Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), C.R. Trisaia S.S. 106 Jonica, 75026 Rotondella, Italy.

School of Agricultural, Forest, Food and Environmental Sciences, University of Basilicata, Viale dell'Ateneo Lucano 10, 85100 Potenza, Italy.

出版信息

Life (Basel). 2022 Apr 21;12(5):621. doi: 10.3390/life12050621.

Abstract

Crude glycerol is the main by-product of the biodiesel manufacturing industry (10% ). Its use as a substrate in microbial fermentations is a concrete strategy to efficiently address its market surplus. In this study, the conversion of crude glycerol to citric acid, a key biochemical in the emerging bioeconomy, by a wild-type yeast DSM 8218 was modelled using the Response Surface Methodology. The model relates C/N mass ratio and crude glycerol concentration to maximize the citric acid yield in flask scale using two different N sources, yeast extract and ammonium sulphate. Under the optimal conditions (yeast extract, C/N 141, glycerol 33 g/L), the conversion yield was 0.249 g/g. The optimal conditions were used for up-scaling a fed-batch fermentation in a 2 L bioreactor highlighting a metabolic shift from mannitol to citric acid when high stirring rates were applied (800 rpm). In these conditions, a morphic transition from pseudo-mycelial form to round-shaped yeast-like cells was observed too.

摘要

粗甘油是生物柴油制造业的主要副产品(占比10%)。将其用作微生物发酵的底物是有效解决其市场过剩问题的具体策略。在本研究中,使用响应面法对野生型酵母DSM 8218将粗甘油转化为柠檬酸(新兴生物经济中的一种关键生化物质)的过程进行了建模。该模型关联了碳氮质量比和粗甘油浓度,以使用两种不同氮源(酵母提取物和硫酸铵)在摇瓶规模下最大化柠檬酸产量。在最佳条件下(酵母提取物,碳氮比141,甘油33 g/L),转化产率为0.249 g/g。最佳条件用于在2 L生物反应器中放大分批补料发酵,结果表明,当采用高搅拌速率(800 rpm)时,代谢从甘露醇转变为柠檬酸。在这些条件下,还观察到了从假菌丝形态到圆形酵母样细胞的形态转变。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/899e/9147156/46a941b66533/life-12-00621-g001.jpg

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