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Disela R, Keulen D, Fotou E, Neijenhuis T, Le Bussy O, Geldhof G, Pabst M, Ottens M. Proteomics-based method to comprehensively model the removal of host cell protein impurities. Biotechnol Prog 2024:e3494. [PMID: 39016609 DOI: 10.1002/btpr.3494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 05/30/2024] [Accepted: 07/01/2024] [Indexed: 07/18/2024]
Abstract
Mechanistic models mostly focus on the target protein and some selected process- or product-related impurities. For a better process understanding, however, it is advantageous to describe also reoccurring host cell protein impurities. Within the purification of biopharmaceuticals, the binding of host cell proteins to a chromatographic resin is far from being described comprehensively. For a broader coverage of the binding characteristics, large-scale proteomic data and systems level knowledge on protein interactions are key. However, a method for determining binding parameters of the entire host cell proteome to selected chromatography resins is still lacking. In this work, we have developed a method to determine binding parameters of all detected individual host cell proteins in an Escherichia coli harvest sample from large-scale proteomics experiments. The developed method was demonstrated to model abundant and problematic proteins, which are crucial impurities to be removed. For these 15 proteins covering varying concentration ranges, the model predicts the independently measured retention time during the validation gradient well. Finally, we optimized the anion exchange chromatography capture step in silico using the determined isotherm parameters of the persistent host cell protein contaminants. From these results, strategies can be developed to separate abundant and problematic impurities from the target antigen.
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Affiliation(s)
- Roxana Disela
- Department of Biotechnology, Delft University of Technology, Delft, The Netherlands
| | - Daphne Keulen
- Department of Biotechnology, Delft University of Technology, Delft, The Netherlands
| | - Eleni Fotou
- Department of Biotechnology, Delft University of Technology, Delft, The Netherlands
| | - Tim Neijenhuis
- Department of Biotechnology, Delft University of Technology, Delft, The Netherlands
| | - Olivier Le Bussy
- GSK, Technical Research & Development, Rue de l'Institut 89, Rixensart, Belgium
| | - Geoffroy Geldhof
- GSK, Technical Research & Development, Rue de l'Institut 89, Rixensart, Belgium
| | - Martin Pabst
- Department of Biotechnology, Delft University of Technology, Delft, The Netherlands
| | - Marcel Ottens
- Department of Biotechnology, Delft University of Technology, Delft, The Netherlands
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2
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Disela R, Bussy OL, Geldhof G, Pabst M, Ottens M. Characterisation of the E. coli HMS174 and BLR host cell proteome to guide purification process development. Biotechnol J 2023; 18:e2300068. [PMID: 37208824 DOI: 10.1002/biot.202300068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Revised: 05/11/2023] [Accepted: 05/17/2023] [Indexed: 05/21/2023]
Abstract
Mass-spectrometry-based proteomics is increasingly employed to monitor purification processes or to detect critical host cell proteins in the final drug substance. This approach is inherently unbiased and can be used to identify individual host cell proteins without prior knowledge. In process development for the purification of new biopharmaceuticals, such as protein subunit vaccines, a broader knowledge of the host cell proteome could promote a more rational process design. Proteomics can establish qualitative and quantitative information on the complete host cell proteome before purification (i.e., protein abundances and physicochemical properties). Such information allows for a more rational design of the purification strategy and accelerates purification process development. In this study, we present an extensive proteomic characterisation of two E. coli host cell strains widely employed in academia and industry to produce therapeutic proteins, BLR and HMS174. The established database contains the observed abundance of each identified protein, information relating to their hydrophobicity, the isoelectric point, molecular weight, and toxicity. These physicochemical properties were plotted on proteome property maps to showcase the selection of suitable purification strategies. Furthermore, sequence alignment allowed integration of subunit information and occurrences of post-translational modifications from the well-studied E. coli K12 strain.
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Affiliation(s)
- Roxana Disela
- Department of Biotechnology, Delft University of Technology, Delft, The Netherlands
| | | | | | - Martin Pabst
- Department of Biotechnology, Delft University of Technology, Delft, The Netherlands
| | - Marcel Ottens
- Department of Biotechnology, Delft University of Technology, Delft, The Netherlands
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3
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Yang Y, Li Z, Zhang Z, Zhai X, Li X, Cao Y, Fang H, He C, Wu Y, Lin G. A custom-made time-resolved fluoroimmunoassay for the quantitation of the host cell protein of Vero in rabies vaccine. J Virol Methods 2023; 318:114752. [PMID: 37209780 DOI: 10.1016/j.jviromet.2023.114752] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 05/16/2023] [Accepted: 05/17/2023] [Indexed: 05/22/2023]
Abstract
Host cell proteins (HCPs) are the process-specific and inevitable impurities during the manufacture via a host cell, which affect the safety or efficacy of the bio-product. However, the commercial HCP enzyme-linked immunosorbent assay (ELISA) kits may not apply to specific products such as rabies vaccine from Vero cells. More advanced and process-specific assay methods are needed in the quality control of rabies vaccine throughout the whole manufacturing process. Therefore, a novel time-resolved fluoroimmunoassay (TRFIA) for the detection of process-specific HCP of Vero cells in rabies vaccine was established in this study. Liquid chromatography coupled tandem mass spectrometry (LC-MS/MS) was used during the preparation of HCP antigen. Based on a sandwich-type immunoassay format, analytes in samples were captured by one antibody coating in the wells and "sandwiched" by another antibody labeled with europium chelates. Due to the complex composition of HCP, both the capture and detected antibodies are polyclonal antibodies from the same anti-HCP antibodies pool. Multiple experiments have identified the optimal conditions to allow the valid and reliable detection of HCP in rabies vaccine. The TRFIA had a satisfactory limit of detection value (0.011μg/ml) under optimal conditions, with the linear range from 0.0375 - 2.4μg/ml of HCP. The coefficient variations (CVs) were all < 10%, and the recoveries were in the range of 97.00% to 102.42%. All the test results of Vero cell protein reference substance were included in the expected concentration, which demonstrated that the present method was available for the test of HCP in rabies vaccine. Based on these results, the novel TRFIA to detect HCP appears to be important for application in modern vaccine quality control during the whole manufacturing process.
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Affiliation(s)
- Yiqi Yang
- Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou, China.
| | - Zhaoyue Li
- Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou, China.
| | - Zhigao Zhang
- Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou, China.
| | - Xiangming Zhai
- Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou, China.
| | - Xijiu Li
- Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou, China.
| | - Yue Cao
- Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou, China.
| | - Haolin Fang
- Guangzhou Baiyunshan Biologics Co., Ltd, No.1 Wanbao North Street, Panyu District, Guangzhou, China.
| | - Chunhui He
- Guangzhou Baiyunshan Biologics Co., Ltd, No.1 Wanbao North Street, Panyu District, Guangzhou, China.
| | - Yingsong Wu
- Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou, China; Correspondence to: Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou, China.
| | - Guanfeng Lin
- Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou, China; Correspondence to: Experimental Center of Teaching and Scientific Research, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou, China.
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4
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Evaluation of Host Cell Impurity Effects on the Performance of Sterile Filtration Processes for Therapeutic Viruses. MEMBRANES 2022; 12:membranes12040359. [PMID: 35448330 PMCID: PMC9030567 DOI: 10.3390/membranes12040359] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 03/18/2022] [Accepted: 03/20/2022] [Indexed: 12/24/2022]
Abstract
Efficient downstream processing represents a significant challenge in the rapidly developing field of therapeutic viruses. While it is known that the terminal sterile filtration step can be a major cause of product loss, there is little known about the effect of host cell impurities (DNA and protein) on filtration performance. In this study, fractions of relatively pure Vero host cell protein and DNA were spiked into a highly pure preparation of vesicular stomatitis virus (VSV). Then, the resulting solutions were sterile filtered using two commercially available 0.22 µm rated microfiltration membranes. A combination of transmembrane pressure measurements, virus recovery measurements, and post-filtration microscopy images of the microfiltration membranes was used to evaluate the sterile filtration performance. It was found that increasing the amount of host cell protein from approximately 1 µg/mL (in the un-spiked VSV preparation) to 25 µg/mL resulted in a greater extent of membrane fouling, causing the VSV recovery to decrease from 89% to 65% in experiments conducted with the highly asymmetric Express PLUS PES membrane and to go as low as 48% in experiments conducted with the symmetric Durapore PVDF membrane. Similar effects were not seen when bovine serum albumin, a common model protein used in filtration studies, was spiked into the VSV preparation, which indicates that the sterile filtration performance is critically dependent on the complex composition of the mixture of host cell proteins rather than the presence of any protein. The results presented in this work provide important insights into the role of host cell impurities on the performance of sterile filtration processes for therapeutic viruses.
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Huang Y, Molden R, Hu M, Qiu H, Li N. Toward unbiased identification and comparative quantification of host cell protein impurities by automated iterative LC-MS/MS (HCP-AIMS) for therapeutic protein development. J Pharm Biomed Anal 2021; 200:114069. [PMID: 33901758 DOI: 10.1016/j.jpba.2021.114069] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 04/02/2021] [Accepted: 04/08/2021] [Indexed: 12/26/2022]
Abstract
Host cell proteins (HCPs) are process-related impurities expressed by the host cells used for production of therapeutic proteins. Although an extensive purification process removes most of the HCPs, residual HCPs are commonly present in protein therapeutics. If not well-controlled, certain HCPs may be present in the product, impacting drug stability, and potentially affecting product safety leading to safety risks for patients. Therefore, as a critical quality attribute, the levels of HCPs must be closely monitored during drug development and determined in the final drug substance at release. Liquid chromatography-mass spectrometry (LC-MS) as an orthogonal approach to traditional ELISA for HCP analysis has shown tremendous value in drug process development and analytical characterization by providing additional critical information, such as protein identity and relative abundance of individual HCPs. To meet the challenges in HCP analysis during drug development, especially downstream process development, which entails fast turnaround time and robustness while identifying high level of HCPs and their clearance trend for further purification development, we have developed HCP-automated iterative MS (HCP-AIMS): it is a simple, automated and robust HCP analysis workflow with deep and unbiased identification and relative quantification capability. This HCP-AIMS approach only requires easy direct digestion of the samples without enrichment or pre- treatment. With the fully automated precursor ion exclusion in MS/MS mode, low abundance HCP peptides could be selected for MS/MS analysis in iterative replicates, and therefore, the identification of HCPs at low abundance can be achieved. Using an in-house mAb with various levels of spiked-in HCPs as well as the NIST mAb, we were able to achieve unbiased identification and quantitation of HCPs as low as 10 ppm level. Furthermore, robustness of the HCP-AIMS approach was also confirmed for the feasibility of large-scale and high-throughput analysis.
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Affiliation(s)
- Yu Huang
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., Tarrytown, NY, USA.
| | - Rosalynn Molden
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., Tarrytown, NY, USA
| | - Mengqi Hu
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., Tarrytown, NY, USA
| | - Haibo Qiu
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., Tarrytown, NY, USA.
| | - Ning Li
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., Tarrytown, NY, USA
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Cruz-Mirón R, Ramírez-Flores CJ, Lagunas-Cortés N, Mondragón-Castelán M, Ríos-Castro E, González-Pozos S, Aguirre-García MM, Mondragón-Flores R. Proteomic characterization of the pellicle of Toxoplasma gondii. J Proteomics 2021; 237:104146. [PMID: 33588107 DOI: 10.1016/j.jprot.2021.104146] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 01/15/2021] [Accepted: 02/02/2021] [Indexed: 01/09/2023]
Abstract
Toxoplasma gondii is one of the most successful intracellular parasites in the world. The dynamic, adhesion, invasion, and even replication capabilities of Toxoplasma are based on dynamic machinery located in the pellicle, a three membrane complex that surrounds the parasite. Among the proteins that carry out these processes are inner membrane complex (IMC) proteins, gliding-associated proteins (GAP), diverse myosins, actin, tubulin, and SRS proteins. Despite the importance of the pellicle, the knowledge of its composition is limited. Broad protein identification from an enriched pellicle fraction was obtained by independent digestion with trypsin and chymotrypsin and quantified by mass spectrometry. By trypsin digestion, 548 proteins were identified, while by chymotrypsin digestion, additional 22 proteins were identified. Besides, a group of "sequences related to SAG1" proteins (SRS) were detected together with unidentified new proteins. From identified SRS proteins, SRS51 was chosen for analysis and modeling as its similarities with crystallized adhesion proteins, exhibiting the presence of a spatial groove that is apparently involved in adhesion and cell invasion. As SRS proteins have been reported to be involved in the activation of the host's immune response, further studies could consider them as targets in the design of vaccines or of drugs against Toxoplasma. SIGNIFICANCE: To date, the proteomic composition of the pellicle of Toxoplasma is unknown. Most proteins reported in Toxoplasma pellicle have been poorly studied, and many others remain unidentified. Herein, a group of new SRS proteins is described. Some SRS proteins previously described from pellicle fraction have adhesion properties to the host cell membrane, so their study would provide data related to invasion mechanism and to open possibilities for considering them as targets in the design of immunoprotective strategies or the design of new pharmacological treatments.
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Affiliation(s)
- Rosalba Cruz-Mirón
- Departamento de Bioquímica, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), Av. IPN No. 2508, Ciudad de México C.P. 07360, Mexico
| | - Carlos J Ramírez-Flores
- Departamento de Bioquímica, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), Av. IPN No. 2508, Ciudad de México C.P. 07360, Mexico; Department of Medical Microbiology and Immunology, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Noé Lagunas-Cortés
- Departamento de Bioquímica, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), Av. IPN No. 2508, Ciudad de México C.P. 07360, Mexico
| | - Mónica Mondragón-Castelán
- Departamento de Bioquímica, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), Av. IPN No. 2508, Ciudad de México C.P. 07360, Mexico
| | | | | | - M Magdalena Aguirre-García
- Unidad de Investigación UNAM-INC, División de Investigación, Facultad de Medicina, Instituto Nacional de Cardiología Ignacio Chávez, Ciudad de México, Mexico
| | - Ricardo Mondragón-Flores
- Departamento de Bioquímica, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), Av. IPN No. 2508, Ciudad de México C.P. 07360, Mexico.
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7
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Pythoud N, Bons J, Mijola G, Beck A, Cianférani S, Carapito C. Optimized Sample Preparation and Data Processing of Data-Independent Acquisition Methods for the Robust Quantification of Trace-Level Host Cell Protein Impurities in Antibody Drug Products. J Proteome Res 2020; 20:923-931. [PMID: 33016074 DOI: 10.1021/acs.jproteome.0c00664] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Host cell proteins (HCPs) are a major class of bioprocess-related impurities generated by the host organism and are generally present at low levels in purified biopharmaceutical products. The monitoring of these impurities is identified as an important critical quality attribute of monoclonal antibody (mAb) formulations not only due to the potential risk for the product stability and efficacy but also concerns linked to the immunogenicity of some of them. While overall HCP levels are usually monitored by enzyme-linked immunosorbent assay (ELISA), mass spectrometry (MS)-based approaches have been emerging as powerful and promising alternatives providing qualitative and quantitative information. However, a major challenge for liquid chromatography (LC)-MS-based methods is to deal with the wide dynamic range of drug products and the extreme sensitivity required to detect trace-level HCPs. In this study, we developed powerful and reproducible MS-based analytical workflows coupling optimized and efficient sample preparations, the library-free data-independent acquisition (DIA) method, and stringent validation criteria. The performances of several preparation protocols and DIA versus classical data-dependent acquisition (DDA) were evaluated using a series of four commercially available drug products. Depending on the selected protocols, the user has access to different information: on the one hand, a deep profiling of tens of identified HCPs and on the other hand, accurate and reproducible (coefficients of variation (CVs) < 12%) quantification of major HCPs. Overall, a final global HCP amount of a few tens of ng/mg mAb in these mAb samples was measured, while reaching a sensitivity down to the sub-ng/mg mAb level. Thus, this straightforward and robust approach can be intended as a routine quality control for any drug product analysis.
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Affiliation(s)
- Nicolas Pythoud
- Laboratoire de Spectrométrie de Masse BioOrganique, Université de Strasbourg, CNRS, IPHC, UMR7178, F-67087 Strasbourg, France
| | - Joanna Bons
- Laboratoire de Spectrométrie de Masse BioOrganique, Université de Strasbourg, CNRS, IPHC, UMR7178, F-67087 Strasbourg, France
| | - Geoffroy Mijola
- IRPF, Centre d'Immunologie Pierre-Fabre (CIPF), F-74160 Saint-Julien-en-Genevois, France
| | - Alain Beck
- IRPF, Centre d'Immunologie Pierre-Fabre (CIPF), F-74160 Saint-Julien-en-Genevois, France
| | - Sarah Cianférani
- Laboratoire de Spectrométrie de Masse BioOrganique, Université de Strasbourg, CNRS, IPHC, UMR7178, F-67087 Strasbourg, France
| | - Christine Carapito
- Laboratoire de Spectrométrie de Masse BioOrganique, Université de Strasbourg, CNRS, IPHC, UMR7178, F-67087 Strasbourg, France
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Moleirinho MG, Silva RJS, Alves PM, Carrondo MJT, Peixoto C. Current challenges in biotherapeutic particles manufacturing. Expert Opin Biol Ther 2019; 20:451-465. [PMID: 31773998 DOI: 10.1080/14712598.2020.1693541] [Citation(s) in RCA: 64] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Introduction: The development of novel complex biotherapeutics led to new challenges in biopharmaceutical industry. The potential of these particles has been demonstrated by the approval of several products, in the different fields of gene therapy, oncolytic therapy, and tumor vaccines. However, their manufacturing still presents challenges related to the high dosages and purity required.Areas covered: The main challenges that biopharmaceutical industry faces today and the most recent developments in the manufacturing of different biotherapeutic particles are reported here. Several unit operations and downstream trains to purify virus, virus-like particles and extracellular vesicles are described. Innovations on the different purification steps are also highlighted with an eye on the implementation of continuous and integrated processes.Expert opinion: Manufacturing platforms that consist of a low number of unit operations, with higher-yielding processes and reduced costs will be highly appreciated by the industry. The pipeline of complex therapeutic particles is expanding and there is a clear need for advanced tools and manufacturing capacity. The use of single-use technologies, as well as continuous integrated operations, are gaining ground in the biopharmaceutical industry and should be supported by more accurate and faster analytical methods.
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Affiliation(s)
- Mafalda G Moleirinho
- IBET, Instituto de Biologia Experimental e Tecnológica, Apartado, Oeiras, Portugal.,ITQB NOVA, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Av. da República, Oeiras, Portugal
| | - Ricardo J S Silva
- IBET, Instituto de Biologia Experimental e Tecnológica, Apartado, Oeiras, Portugal
| | - Paula M Alves
- IBET, Instituto de Biologia Experimental e Tecnológica, Apartado, Oeiras, Portugal.,ITQB NOVA, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Av. da República, Oeiras, Portugal
| | - Manuel J T Carrondo
- IBET, Instituto de Biologia Experimental e Tecnológica, Apartado, Oeiras, Portugal
| | - Cristina Peixoto
- IBET, Instituto de Biologia Experimental e Tecnológica, Apartado, Oeiras, Portugal.,ITQB NOVA, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Av. da República, Oeiras, Portugal
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9
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Schiermeyer A. Optimizing product quality in molecular farming. Curr Opin Biotechnol 2019; 61:15-20. [PMID: 31593785 DOI: 10.1016/j.copbio.2019.08.012] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Revised: 08/23/2019] [Accepted: 08/26/2019] [Indexed: 12/28/2022]
Abstract
The production of biopharmaceuticals in plant-based systems had faced several challenges that hampered broader adoption of this technology. In recent years, various plant production hosts have been improved by genetic engineering approaches to overcome obstacles with regard to post-translational modifications and integrity of target proteins. Together with optimized extraction and purification processes, those advances have put plant molecular farming in a more competitive position compared to established production systems. Certain biopharmaceuticals can be derived from plant systems with unique desired properties, qualifying them as biobetters.
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Affiliation(s)
- Andreas Schiermeyer
- Fraunhofer Institute for Molecular Biology and Applied Ecology (IME), Forckenbeckstrasse 6, 52074, Aachen, Germany.
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