Rapid Bioprocess Development

Livrables

Immune/media sensors tested in industrial conditions
PhD theses complete

PhD theses complete where appropriate

Overall framework for rapid screening, process development and monitoring
Predictive models for the behaviour of two bioactive molecules in response to processing conditions
Report on appropriate modelling methodologies for soft sensor development for model process of partners
General framework for data representation with small batch numbers, across process scales
Methodology to investigate population heterogeneity formulated
Two complete case studies (i) a manufacturing system for recombinant biopharmaceutical, and (ii) a manufacturing system for a drug compound
Methodology to investigate oscillation effects on product quality
Report on most appropriate modelling approaches for the general bioprocess monitoring framework
Report on the most appropriate modelling methods for prediction of processing routes
Two soft sensors adapted to impurity control of chromatography

Two soft sensors adapted to impurity control of chromatography one at month 25 the other at 42

PAT system design under uncertainty: practical validation on a lab-scale recombinant yeast fermentation
Rapid bioprocess development strategy for diverse biomolecule structures
Dissemination plan formally approved
Soft sensor system developed and tested in industrial conditions

Population heterogeneity methodology tested on model system
BioRapid mid-term and final conferences

BioRapid mid-term and final conferences at months 24 and 48

DoE and optimal design tested on a model system
Project website and webinar/e-seminar software setup

Set up of the website for dissemination and for project communications

Framework for PAT system design under uncertainty
Oscillation effect/product quality methodology tested on model system
Modelling framework for rapid screening of toxicity/immunogenicity of bioactives

DoE and optimal design validated on industrial case study

Publications

Applicability of Traditional In Vitro Toxicity Tests for Assessing Adverse Effects of Monoclonal Antibodies: A Case Study of Rituximab and Trastuzumab

Auteurs: Arathi Kizhedath, Simon Wilkinson, Jarka Glassey
Publié dans: Antibodies, Numéro 7/3, 2018, Page(s) 30, ISSN 2073-4468
Éditeur: MDPI AG
DOI: 10.3390/antib7030030

Exploiting mAb structure characteristics for a directed QbD implementation in early process development

Auteurs: Micael Karlberg, Moritz von Stosch, Jarka Glassey
Publié dans: Critical Reviews in Biotechnology, Numéro 38/6, 2017, Page(s) 957-970, ISSN 0738-8551
Éditeur: Taylor & Francis
DOI: 10.1080/07388551.2017.1421899

Machine learning in biopharmaceutical manufacturing

Auteurs: Guerra AC, Glassey J.
Publié dans: European Pharmaceutical Review, Numéro 23(4), 2018, Page(s) 62-65, ISSN 1360-8606
Éditeur: Russell Publishing Ltd

The importance of critical quality attributes in Quality by Design for rapid bioprocess development strategies

Auteurs: Kizhedath, A., Glassey, J:
Publié dans: European Pharmaceutical Review, Numéro 22(6), 2017, Page(s) 48-50, ISSN 1360-8606
Éditeur: Russell Publishing Ltd

Assessment of hepatotoxicity and dermal toxicity of butyl paraben and methyl paraben using HepG2 and HDFn in vitro models

Auteurs: Arathi Kizhedath, Simon Wilkinson, Jarka Glassey
Publié dans: Toxicology in Vitro, 2018, ISSN 0887-2333
Éditeur: Elsevier BV
DOI: 10.1016/j.tiv.2018.12.007

Modelling concentration gradients in fed-batch cultivations of E. coli - towards the flexible design of scale-down experiments

Auteurs: Emmanuel Anane, Annina Sawatzki, Peter Neubauer, Mariano Nicolas Cruz-Bournazou
Publié dans: Journal of Chemical Technology & Biotechnology, 2018, ISSN 0268-2575
Éditeur: John Wiley & Sons Inc.
DOI: 10.1002/jctb.5798

Electrooptical Determination of Polarizability for On-Line Viability and Vitality Quantification of Lactobacillus plantarum Cultures

Auteurs: Klaus Pellicer-Alborch, Alexander Angersbach, Peter Neubauer, Stefan Junne
Publié dans: Frontiers in Bioengineering and Biotechnology, Numéro 6, 2018, ISSN 2296-4185
Éditeur: Frontiers
DOI: 10.3389/fbioe.2018.00188

Applicability of predictive toxicology methods for monoclonal antibody therapeutics: status Quo and scope

Auteurs: Arathi Kizhedath, Simon Wilkinson, Jarka Glassey
Publié dans: Archives of Toxicology, 2016, ISSN 0340-5761
Éditeur: Springer Verlag
DOI: 10.1007/s00204-016-1876-7

On-line monitoring of downstream bioprocesses

Auteurs: Patricia Roch, Carl-Fredrik Mandenius
Publié dans: Current Opinion in Chemical Engineering, Numéro 14, 2016, Page(s) 112-120, ISSN 2211-3398
Éditeur: Elsevier BV
DOI: 10.1016/j.coche.2016.09.007

Comparison of time‐gated surface‐enhanced raman spectroscopy (TG‐SERS) and classical SERS based monitoring of Escherichia coli cultivation samples

Auteurs: Martin Kögler, Andrea Paul, Emmanuel Anane, Mario Birkholz, Alex Bunker, Tapani Viitala, Michael Maiwald, Stefan Junne, Peter Neubauer
Publié dans: Biotechnology Progress, Numéro 34/6, 2018, Page(s) 1533-1542, ISSN 8756-7938
Éditeur: American Chemical Society
DOI: 10.1002/btpr.2665

On-line soft sensing in upstream bioprocessing

Auteurs: Judit Randek, Carl-Fredrik Mandenius
Publié dans: Critical Reviews in Biotechnology, Numéro 38/1, 2017, Page(s) 106-121, ISSN 0738-8551
Éditeur: Taylor & Francis
DOI: 10.1080/07388551.2017.1312271

A probabilistic model-based soft sensor to monitor lactic acid bacteria fermentations

Auteurs: Robert Spann, Christophe Roca, David Kold, Anna Eliasson Lantz, Krist V. Gernaey, Gürkan Sin
Publié dans: Biochemical Engineering Journal, Numéro 135, 2018, Page(s) 49-60, ISSN 1369-703X
Éditeur: Elsevier BV
DOI: 10.1016/j.bej.2018.03.016

CFD predicted pH gradients in lactic acid bacteria cultivations

Auteurs: Robert Spann, Jens Glibstrup, Klaus Pellicer-Alborch, Stefan Junne, Peter Neubauer, Christophe Roca, David Kold, Anna Eliasson Lantz, Gürkan Sin, Krist V. Gernaey, Ulrich Krühne
Publié dans: Biotechnology and Bioengineering, 2018, ISSN 0006-3592
Éditeur: Wiley - V C H Verlag GmbbH & Co.
DOI: 10.1002/bit.26868

Cross interaction chromatography based QSAR model for early stage screening to facilitate enhanced developability of monoclonal antibody therapeutics

Auteurs: Kizhedath, A., Karlberg, M., Glassey, J
Publié dans: Biotechnology Journal, 2019, ISSN 1860-6768
Éditeur: Wiley - VCH Verlag GmbH & CO. KGaA
DOI: 10.1002/biot.201800696

Modelling overflow metabolism in Escherichia coli by acetate cycling

Auteurs: Emmanuel Anane, Diana C. López C, Peter Neubauer, M. Nicolas Cruz Bournazou
Publié dans: Biochemical Engineering Journal, 2017, ISSN 1369-703X
Éditeur: Elsevier BV
DOI: 10.1016/j.bej.2017.05.013

CFD in single-use bioreactors support scale-up in mammalian cell culture

Auteurs: Konakovsky, V, Andersen, M.G, Tajsoleiman, T, McCreath, G, Krühne, U, Glassey, J.
Publié dans: ESBES Conference proceedings, 2018
Éditeur: ESBES

Exploiting mAb structure characteristics for a directed QbD implementation in process development

Auteurs: Karlberg, M, Glassey, J:
Publié dans: ESBES Conference proceedings, 2018
Éditeur: ESBES

Hybrid modelling approaches for early stage screening of monoclonal antibodies based on safety for rapid mAb developability

Auteurs: Kizhedath, A, Wilkinson, S, Glassey, J
Publié dans: ESBES Conference proceedings, 2018
Éditeur: ESBES

Soft-sensor platform for biopharmaceutical development and manufacturing

Auteurs: Guerra, A, Dalton, J, Glassey, J
Publié dans: ESBES Conference proceedings, 2018
Éditeur: ESBES

Bioprocess development: moving through the scales with more confidence

Auteurs: Glassey J
Publié dans: Bioprocessing European Summit, 2018
Éditeur: Bioprocessing European Summit

Using machine learning tools in bioprocess scale up when the number of batches is small

Auteurs: Konakovsky, V, McCreath, G, Glassey, J
Publié dans: AICHE, 2018
Éditeur: AICHE

Early adverse-effect prediction using hybrid-based modelling

Auteurs: Kizhedath, A, Wilkinson, S, Glassey, J.
Publié dans: WCCE, 2017
Éditeur: WCCE

Exploiting mAb structure characteristics for rapid screening and a directed QbD implementation in process development

Auteurs: Karlberg, M, Kizhedath, A., von Stosch, M, Wilkinson, S, Glassey J
Publié dans: ACS Biot, 2017
Éditeur: ACS

Exploiting mAb structure characteristics for a directed QbD implementation in process development

Auteurs: Karlberg, M, von Stosch, M, Glassey, J
Publié dans: WCCE, 2017
Éditeur: WCCE

An industrial perspective on using ambr as scale down models in mammalian cell culture

Auteurs: Konakovsky, V, McCreath, G, Glassey, J
Publié dans: ESACT, 2017
Éditeur: ESACT

Which scale down model heuristics should we use in ambr bioreactors?

Auteurs: Konakovsky, V, McCreath, G, Glassey, J
Publié dans: Bioprocess UK XIII, 2016
Éditeur: Biorpocess UK

Early toxicity prediction using hybrid-based modelling

Auteurs: Kizhedath, A, Wilkinson S, Glassey J
Publié dans: Biorpocess UK XIII, 2016
Éditeur: Bioprocess

Supervision Modelling Framework for Bioprocesses

Auteurs: Guerra, A, von Stosch, M, Glassey, J
Publié dans: Bioprocess XIII, 2016
Éditeur: Bioprocess UK

Detecting the Aggregation of Antibodies by Analytical Ultracentrifugation

Auteurs: Kizhedath A, Solovyova A, Glassey J
Publié dans: Bioprocess XIII, 2016
Éditeur: Bioprocess

Early Bioprocess development using PAT approaches

Auteurs: Karlberg, M, von Stosch, M, McCreath, G, Glassey, J
Publié dans: ESBES, 2016
Éditeur: ESBES

M3C in Mammalian Cell Cultures: Data Pre-processing Methods

Auteurs: Guerra, A, von Stosch, M, Glassey, J
Publié dans: ESBES, 2016
Éditeur: ESBES

Early toxicity prediction using hybrid-based modelling

Auteurs: Kizhedath, A, Wilkinson, S, Glassey, J
Publié dans: ESBES, 2016
Éditeur: ESBES

Early toxicity prediction using hybrid-based modelling

Auteurs: Kizhedath, A, Wilkinson, S, Glassey, J
Publié dans: EuroQSAR, 2016
Éditeur: EuroQSAR

Accelerated bioprocess characterization by data enrichment in scale-down models

Auteurs: Konakovsky, V, McCreath, G and Glassey J:
Publié dans: Cell Culture Engineering, 2016
Éditeur: Cell Culture Engineering

Scale down model characterization using Ambr 250 and SUB

Auteurs: Konakovsky, V, Sully, S, Slingsby, F, McCreath, G, Glassey, J
Publié dans: BPI Europe, 2016
Éditeur: BPI Europe

Data augmentation of high-throughput bioprocesses by rapid streamlining algorithms

Auteurs: Konakovsky, V, McCreath, G and Glassey J
Publié dans: Biorpocess XII, 2015
Éditeur: Bioprocess

Assessment of hepatotoxicity and dermal toxicity of butyl paraben and methyl paraben using HepG2 and HDFn in vitro models

Auteurs: Kizhedath, A, Wilkinson, S, Glassey, J
Publié dans: British Toxicology Society, 2018
Éditeur: British Toxicology Society

Early stage adverse effect prediction for rapid screening and developability of monoclonal antibody therapeutics using a hybrid modelling framework

Auteurs: Kizhedath, A, Wilkinson, S, Glassey, J
Publié dans: British Toxicology Society, 2018
Éditeur: British Toxicology Society

An Efficient Experimental Design Strategy for Modelling and Characterization of Processes

Auteurs: Tannaz Tajsoleiman, Daria Semenova, Ana C. Fernandes, Jakob Kjøbsted Huusom, Krist V. Gernaey and Ulrich Krühne
Publié dans: Proceedings of the 27th European Symposium on Computer Aided Process Engineering – ESCAPE 27, 2017, Page(s) 1-6, ISBN 9780-444639653
Éditeur: Elsevier

A Consistent Methodology Based Parameter Estimation for a Lactic Acid Bacteria Fermentation Model

Auteurs: Robert Spann, Christophe Roca, David Kold, Anna Eliasson Lantz, Krist V.Gernaey and Gürkan Sin
Publié dans: Proceedings of the 27th European Symposium on Computer Aided Process Engineering – ESCAPE 27, 2017, ISBN 9780-444639653
Éditeur: Elsevier

Computational Fluid Dynamics - en genvej til procesindsigt

Auteurs: Christian Bach, Robert Spann, Hilde Larsson, Ines Larsson, Mads Orla Albaek, Krist V. Gernaey, Ulrich Krühne
Publié dans: Dansk Kemi, Numéro 10, 2016, 2016, Page(s) 14-17
Éditeur: TechMedia

Model-based process development for a continuous lactic acid bacteria fermentation

Auteurs: Robert Spann, Anna Eliasson Lantz, Christophe Roca, Krist V. Gernaey, Gürkan Sin
Publié dans: 28th European Symposium on Computer Aided Process Engineering, Numéro 43, 2018, Page(s) 1601-1606, ISBN 9780-444642356
Éditeur: Elsevier
DOI: 10.1016/b978-0-444-64235-6.50279-5

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