用于预测板蓝根螺旋藻生物量和藻蓝蛋白产量的动态模型:有效批量培养的指南

IF 4.6 2区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Algal Research-Biomass Biofuels and Bioproducts Pub Date : 2024-09-10 DOI:10.1016/j.algal.2024.103709
Noppathonthan Aowtrakool , Aukkrimapann Sopitthummakhun , Teeraphan Laomettachit , Marasri Ruengjitchatchawalya
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引用次数: 0

摘要

C-phycocyanin (C-PC) 是蓝藻节杆菌(Arthrospira platensis)的一种高价值生物产品。影响生长和 C-PC 产量的一个关键因素是氮营养。本研究构建了一个基于 ODE 的动态模型,以模拟批处理系统中铵浓度对蓝藻生长和 C-PC 产量的影响。该模型包括氨转运体和氮同化途径中关键酶的动态调控。对 24 小时内 C-PC 产量、蓝藻生长和剩余氨浓度的预测与实验数据密切相关。此外,该模型还能捕捉到参与氨同化和 C-PC 生成的基因以及初级代谢产物的反应。铵、谷氨酰胺和谷氨酸水平之间的动态相互作用反映了氮代谢在调节参与铵吸收、同化和 C-PC 合成与降解的基因转录方面的复杂性,从而突出了细胞对氮胁迫的响应。这些发现为了解这些生物过程奠定了基础,并为进一步探索以氨作为氮源的 A. platensis C1 氮可用性与 C-PC 积累之间的复杂关系提供了潜在工具。
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A dynamic model for predicting biomass and phycocyanin yields in Arthrospira (Spirulina) platensis: A guidance for effective batch cultivation

C-phycocyanin (C-PC) is a highly valuable bioproduct from the cyanobacterium Arthrospira platensis. A crucial factor affecting growth and C-PC production yield is nitrogen nutrients. In this work, an ODE-based dynamic model was constructed to simulate the effect of ammonium concentrations in a batch system on cyanobacterial growth and C-PC production. The model included dynamic regulation of the ammonium transporter and key enzymes involved in the nitrogen assimilation pathway. The prediction of C-PC production, cyanobacterial growth, and remaining ammonium concentration over 24 h strongly correlated with experimental data. Furthermore, the model was able to capture the response of genes involved in ammonium assimilation and C-PC production, as well as the primary metabolites. The dynamic interplay among ammonium, glutamine, and glutamate levels reflects the complexity of nitrogen metabolism in regulating the transcription of genes involved in ammonium uptake, assimilation, and C-PC synthesis and degradation, thus highlighting the cellular response to nitrogen stress. These findings provide a foundation for understanding these biological processes and offer a potential tool for further exploring the complex relationship between nitrogen availability and C-PC accumulation in A. platensis C1 using ammonium as a nitrogen source.

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来源期刊
Algal Research-Biomass Biofuels and Bioproducts
Algal Research-Biomass Biofuels and Bioproducts BIOTECHNOLOGY & APPLIED MICROBIOLOGY-
CiteScore
9.40
自引率
7.80%
发文量
332
期刊介绍: Algal Research is an international phycology journal covering all areas of emerging technologies in algae biology, biomass production, cultivation, harvesting, extraction, bioproducts, biorefinery, engineering, and econometrics. Algae is defined to include cyanobacteria, microalgae, and protists and symbionts of interest in biotechnology. The journal publishes original research and reviews for the following scope: algal biology, including but not exclusive to: phylogeny, biodiversity, molecular traits, metabolic regulation, and genetic engineering, algal cultivation, e.g. phototrophic systems, heterotrophic systems, and mixotrophic systems, algal harvesting and extraction systems, biotechnology to convert algal biomass and components into biofuels and bioproducts, e.g., nutraceuticals, pharmaceuticals, animal feed, plastics, etc. algal products and their economic assessment
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