为整合更大数据挑战的可持续、增值开放创新铺平道路:从生物成分到电化学影响的稳健耐用应用的三个例子

S. Ortega-Requena, S. Rebouillat, F. Pla
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引用次数: 3

摘要

一篇基于300多篇参考文献的三部曲综述强调了面临的三个挑战:1)脂质等可持续、耐用和受保护的生物源成分的供应;2)有价值的生物副产品的核算,例如乳清蛋白,其具有去除环境重量的附加值潜力;3)实用可靠的合成生物学和进化工程,其已经成为扩展的技术和科学基础,例如用于生物聚合物生长。生物资源是本综述的主要主题,必须为未来与健康、食品、能源或化学相关的几个重大挑战提供答案。它们提供各种各样的成分,这些成分存在于树木、植物、草、蔬菜、藻类、牛奶、食物垃圾、动物粪便和其他有机废物中。这一领域的研究必须以对可再生生物资源潜力的新评估为基础,面向生物可持续经济。这将旨在用可再生原材料取代化石原材料,通过使用微生物和酶(所谓的白色生物技术)等创新工艺提供生物产品,确保工业工艺的可持续性。最后阶段的目标是制造具有正确物理、化学和生物特性的高附加值产品,从而实现特别创新的应用。在这篇综述中,三个例子是在绿色背景下考虑的开放创新和更大的数据环境。其中两种(脂质抗氧化剂和乳蛋白)与食品工业有关,而第三种(生物单体和相应的生物塑料及衍生物)与生物材料工业有关。脂质在食品工业中发挥着至关重要的作用,但它们的化学性质不稳定,对大气氧化非常敏感,导致形成大量副化合物,对脂质的质量特性和肉类的营养价值产生不利影响。为了克服这个问题,人们发现并评估了对食品系统的安全性和可接受性有积极影响的天然抗氧化剂。在同样的背景下,乳蛋白及其衍生物也引起了极大的兴趣。它们可以通过酶促方法进行修饰,从而形成能够增加其功能和可能应用的副产物。它们还可以生产生物活性肽,这是一个几乎具有无限研究潜力的领域。另一方面,生物来源的化学品和材料,主要是生物单体和生物聚合物,今天已经生产出来了。开发代谢工程工具和策略来设计合成酶途径,以高产率利用可再生原料生产许多单体构建块化学品,这些化学品可用于生产许多传统塑料材料的替代品。通过这三个例子,本综述旨在强调所研究的生物产品在生产、修饰和应用方面的最新重要进展。更大的数据分析和人工智能可能有助于重新定义这些领域的实际和理论观察和概念;帮助穿越专家传统勘探领域的边界,有时还有堡垒。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Paving the High-Way to Sustainable, Value Adding Open-Innovation Integrating Bigger-Data Challenges: Three Examples from Bio-Ingredients to Robust Durable Applications of Electrochemical Impacts
A trilogy review, based on more than 300 references, is used to underline three challenges facing 1) the supply of sustainable, durable and protected biosourced ingredients such as lipids, 2) the accounting for valuable bio-by-products, such as whey proteins that have added-value potential removing their environmental weight and 3) the practical reliable synthetic biology and evolutionary engineering that already serve as a technology and science basis to expand from, such as for biopolymer growth. Bioresources, which are the major topic of this review, must provide answers to several major challenges related to health, food, energy or chemistry of tomorrow. They offer a wide range of ingredients which are available in trees, plants, grasses, vegetables, algae, milk, food wastes, animal manures and other organic wastes. Researches in this domain must be oriented towards a bio-sustainable-economy based on new valuations of the potential of those renewable biological resources. This will aim at the substitution of fossil raw materials with renewable raw materials to ensure the sustainability of industrial processes by providing bioproducts through innovative processes using for instance micro-organisms and enzymes (the so-called white biotechnology). The final stage objective is to manufacture high value-added products gifted with the right set of physical, chemical and biological properties leading to particularly innovative applications. In this review, three examples are considered in a green context open innovation and bigger data environment. Two of them (lipids antioxidants and milk proteins) concern food industry while the third (biomonomers and corresponding bioplastics and derivatives) relates to biomaterials industry. Lipids play a crucial role in the food industry, but they are chemically unstable and very sensitive to atmospheric oxidation which leads to the formation of numerous by-compounds which have adverse effects on lipids quality attributes and on the nutritive value of meat. To overcome this problem, natural antioxidants, with a positive impact on the safety and acceptability of the food system, have been discovered and evaluated. In the same context, milk proteins and their derivatives are of great interest. They can be modified by enzymatic means leading to the formation of by-products that are able to increase their functionality and possible applications. They can also produce bioactive peptides, a field with almost unlimited research potential. On the other hand, biosourced chemicals and materials, mainly biomonomers and biopolymers, are already produced today. Metabolic engineering tools and strategies to engineer synthetic enzyme pathways are developed to manufacture, from renewable feedstocks, with high yields, a number of monomer building-block chemicals that can be used to produce replacements to many conventional plastic materials. Through those three examples this review aims to highlight recent and important advancements in production, modification and applications of the studied bioproducts. Bigger data analysis and artificial intelligence may help reweight practical and theoretical observations and concepts in these fields; helping to cross the boarders of expert traditional exploration fields and sometime fortresses.
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