Federico Rischawy , Till Briskot , Frederik Nitsch , David Saleh , Gang Wang , Simon Kluters , Joey Studts , Jürgen Hubbuch
{"title":"生物制药UF/DF从实验室到生产规模的建模","authors":"Federico Rischawy , Till Briskot , Frederik Nitsch , David Saleh , Gang Wang , Simon Kluters , Joey Studts , Jürgen Hubbuch","doi":"10.1016/j.compchemeng.2023.108337","DOIUrl":null,"url":null,"abstract":"<div><p>The development of ultrafiltration and diafiltration (UF/DF) processes in the biopharmaceutical industry is largely empirical and rarely mechanistic. As a result, the full potential of process understanding is not unleashed. In this study, a model for a biopharmaceutical UF/DF process is introduced and applied for a Fab fragment from lab to manufacturing scale using a Ultracel Pellicon® 3 C-Screen cassette. For model calibration viscosity data, membrane permeability and a single ultrafiltration experiment were used. The calibrated model responded correctly to extrapolating process conditions regarding the control parameters crossflow and transmembrane pressure (TMP). This was demonstrated by a multivariate dataset of ultrafiltration experiments ranging from a protein concentration of 5 g/L to 200 g/L. The validated model was used to predict the entire UF/DF process at lab and manufacturing scale.</p></div>","PeriodicalId":286,"journal":{"name":"Computers & Chemical Engineering","volume":"177 ","pages":"Article 108337"},"PeriodicalIF":3.9000,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Modeling of biopharmaceutical UF/DF from laboratory to manufacturing scale\",\"authors\":\"Federico Rischawy , Till Briskot , Frederik Nitsch , David Saleh , Gang Wang , Simon Kluters , Joey Studts , Jürgen Hubbuch\",\"doi\":\"10.1016/j.compchemeng.2023.108337\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>The development of ultrafiltration and diafiltration (UF/DF) processes in the biopharmaceutical industry is largely empirical and rarely mechanistic. As a result, the full potential of process understanding is not unleashed. In this study, a model for a biopharmaceutical UF/DF process is introduced and applied for a Fab fragment from lab to manufacturing scale using a Ultracel Pellicon® 3 C-Screen cassette. For model calibration viscosity data, membrane permeability and a single ultrafiltration experiment were used. The calibrated model responded correctly to extrapolating process conditions regarding the control parameters crossflow and transmembrane pressure (TMP). This was demonstrated by a multivariate dataset of ultrafiltration experiments ranging from a protein concentration of 5 g/L to 200 g/L. The validated model was used to predict the entire UF/DF process at lab and manufacturing scale.</p></div>\",\"PeriodicalId\":286,\"journal\":{\"name\":\"Computers & Chemical Engineering\",\"volume\":\"177 \",\"pages\":\"Article 108337\"},\"PeriodicalIF\":3.9000,\"publicationDate\":\"2023-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Computers & Chemical Engineering\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0098135423002077\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computers & Chemical Engineering","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0098135423002077","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
Modeling of biopharmaceutical UF/DF from laboratory to manufacturing scale
The development of ultrafiltration and diafiltration (UF/DF) processes in the biopharmaceutical industry is largely empirical and rarely mechanistic. As a result, the full potential of process understanding is not unleashed. In this study, a model for a biopharmaceutical UF/DF process is introduced and applied for a Fab fragment from lab to manufacturing scale using a Ultracel Pellicon® 3 C-Screen cassette. For model calibration viscosity data, membrane permeability and a single ultrafiltration experiment were used. The calibrated model responded correctly to extrapolating process conditions regarding the control parameters crossflow and transmembrane pressure (TMP). This was demonstrated by a multivariate dataset of ultrafiltration experiments ranging from a protein concentration of 5 g/L to 200 g/L. The validated model was used to predict the entire UF/DF process at lab and manufacturing scale.
期刊介绍:
Computers & Chemical Engineering is primarily a journal of record for new developments in the application of computing and systems technology to chemical engineering problems.