{"title":"生物生产过程中动力学模型的选择和应用指南。","authors":"Xuan Guo, Jianlong Wang","doi":"10.1016/j.tibtech.2024.11.007","DOIUrl":null,"url":null,"abstract":"<p><p>Biotechnology is widely used in bioproduction to transform waste into valuable products. A comprehensive understanding of the kinetics involved is crucial for optimizing system designs. In this review, we explore various kinetics models (e.g., the Gompertz, Logistic, Cone, first-order, Monod, and Andrews models) used in describing bioproduction processes. We focus on their interpretation and applications in microbial growth, bioproduct formation, substrate consumption, and the factors influencing bioproduction processes. We provide guidelines for selecting appropriate kinetics models, emphasizing their suitability for different kinetic processes under varying conditions. Additionally, we discuss the importance of statistical parameters in evaluating model performance. This review presents a framework for applying these models to effectively predict and optimize bioproduction systems.</p>","PeriodicalId":23324,"journal":{"name":"Trends in biotechnology","volume":" ","pages":""},"PeriodicalIF":14.3000,"publicationDate":"2024-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Guidelines for selection and application of kinetics models in bioproduction processes.\",\"authors\":\"Xuan Guo, Jianlong Wang\",\"doi\":\"10.1016/j.tibtech.2024.11.007\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Biotechnology is widely used in bioproduction to transform waste into valuable products. A comprehensive understanding of the kinetics involved is crucial for optimizing system designs. In this review, we explore various kinetics models (e.g., the Gompertz, Logistic, Cone, first-order, Monod, and Andrews models) used in describing bioproduction processes. We focus on their interpretation and applications in microbial growth, bioproduct formation, substrate consumption, and the factors influencing bioproduction processes. We provide guidelines for selecting appropriate kinetics models, emphasizing their suitability for different kinetic processes under varying conditions. Additionally, we discuss the importance of statistical parameters in evaluating model performance. This review presents a framework for applying these models to effectively predict and optimize bioproduction systems.</p>\",\"PeriodicalId\":23324,\"journal\":{\"name\":\"Trends in biotechnology\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":14.3000,\"publicationDate\":\"2024-12-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Trends in biotechnology\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.1016/j.tibtech.2024.11.007\",\"RegionNum\":1,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BIOTECHNOLOGY & APPLIED MICROBIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Trends in biotechnology","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1016/j.tibtech.2024.11.007","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
Guidelines for selection and application of kinetics models in bioproduction processes.
Biotechnology is widely used in bioproduction to transform waste into valuable products. A comprehensive understanding of the kinetics involved is crucial for optimizing system designs. In this review, we explore various kinetics models (e.g., the Gompertz, Logistic, Cone, first-order, Monod, and Andrews models) used in describing bioproduction processes. We focus on their interpretation and applications in microbial growth, bioproduct formation, substrate consumption, and the factors influencing bioproduction processes. We provide guidelines for selecting appropriate kinetics models, emphasizing their suitability for different kinetic processes under varying conditions. Additionally, we discuss the importance of statistical parameters in evaluating model performance. This review presents a framework for applying these models to effectively predict and optimize bioproduction systems.
期刊介绍:
Trends in Biotechnology publishes reviews and perspectives on the applied biological sciences, focusing on useful science applied to, derived from, or inspired by living systems.
The major themes that TIBTECH is interested in include:
Bioprocessing (biochemical engineering, applied enzymology, industrial biotechnology, biofuels, metabolic engineering)
Omics (genome editing, single-cell technologies, bioinformatics, synthetic biology)
Materials and devices (bionanotechnology, biomaterials, diagnostics/imaging/detection, soft robotics, biosensors/bioelectronics)
Therapeutics (biofabrication, stem cells, tissue engineering and regenerative medicine, antibodies and other protein drugs, drug delivery)
Agroenvironment (environmental engineering, bioremediation, genetically modified crops, sustainable development).