Optimization strategies for enhanced production of single cell protein: recent advances and perspectives

IF 8.6 1区 环境科学与生态学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Sharda Devi Rajput, Neha Pandey, S. Keshavkant
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Abstract

The increasing demand for protein supplementation in both animal and human nutrition, coupled with the limitations of conventional protein sources, necessitates research into sustainable alternatives. Single-cell proteins (SCPs) are the dried biomass of microorganisms such as algae, yeast, and bacteria that are cultured under controlled conditions. Production of SCP has emerged as a promising solution, offering advantages such as rapid production, minimal land requirement, and adaptability to diverse climatic conditions; however, their large-scale production requires meticulous optimization of entire process of production. Efficient optimization enhances productivity, product quality, and cost-efficiency, making SCP production economically viable, safer and sustainable. Optimization involves standardization of various regulating factors such as temperature, pH, nutrient availability and type, oxygen level, agitation, etc., which requires a large number of experimental trials and a high consumption of resources. To overcome these challenges, optimization of SCP production is increasingly using multivariate statistical techniques, including response surface methodology (RSM), and factorial design. Computer modelling and simulation techniques offer insights into the complex dynamics of production systems. This review discusses popularly followed strategies for optimization of SCP production, beginning with an overview of the fundamentals and significance of SCP. Methods of optimization, including classical methods and RSM, along with integration of mathematical modelling into the Design of Experiment (DoE), are then examined. Case studies have also been discussed to illustrate successful optimization approaches while addressing applications of SCP and, challenges and future directions in SCP optimization/ production.

Graphical abstract

Abstract Image

Abstract Image

增强单细胞蛋白质生产的优化策略:最新进展与展望
随着动物和人类营养对蛋白质补充需求的不断增长,以及传统蛋白质来源的局限性,有必要对可持续替代品进行研究。单细胞蛋白质(SCP)是在受控条件下培养的藻类、酵母和细菌等微生物的干生物质。单细胞蛋白的生产具有生产速度快、土地需求量小、适应不同气候条件等优点,因此已成为一种前景广阔的解决方案;然而,大规模生产单细胞蛋白需要对整个生产过程进行细致的优化。有效的优化可以提高生产率、产品质量和成本效益,使可持续性有机污染物的生产在经济上更加可行、安全和可持续。优化涉及各种调节因素的标准化,如温度、pH 值、营养物质的可用性和类型、氧气水平、搅拌等,这需要进行大量的实验和消耗大量资源。为了克服这些挑战,SCP 生产的优化越来越多地使用多元统计技术,包括响应面方法(RSM)和因子设计。计算机建模和仿真技术有助于深入了解生产系统的复杂动态。本综述从 SCP 的基本原理和意义概述开始,讨论了目前普遍采用的 SCP 生产优化策略。然后探讨了优化方法,包括经典方法和 RSM,以及将数学建模与实验设计 (DoE) 相结合的方法。还讨论了案例研究,以说明成功的优化方法,同时探讨了 SCP 的应用以及 SCP 优化/生产的挑战和未来方向。
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来源期刊
Reviews in Environmental Science and Bio/Technology
Reviews in Environmental Science and Bio/Technology Environmental Science-Waste Management and Disposal
CiteScore
25.00
自引率
1.40%
发文量
37
审稿时长
4.5 months
期刊介绍: Reviews in Environmental Science and Bio/Technology is a publication that offers easily comprehensible, reliable, and well-rounded perspectives and evaluations in the realm of environmental science and (bio)technology. It disseminates the most recent progressions and timely compilations of groundbreaking scientific discoveries, technological advancements, practical applications, policy developments, and societal concerns encompassing all facets of environmental science and (bio)technology. Furthermore, it tackles broader aspects beyond the natural sciences, incorporating subjects such as education, funding, policy-making, intellectual property, and societal influence.
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