1
|
Rutkauskaite J, Berger S, Stavrakis S, Dressler O, Heyman J, Casadevall I Solvas X, deMello A, Mazutis L. High-throughput single-cell antibody secretion quantification and enrichment using droplet microfluidics-based FRET assay. iScience 2022; 25:104515. [PMID: 35733793 PMCID: PMC9207670 DOI: 10.1016/j.isci.2022.104515] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 11/05/2021] [Accepted: 05/29/2022] [Indexed: 01/30/2023] Open
Abstract
High-throughput screening and enrichment of antibody-producing cells have many important applications. Herein, we present a droplet microfluidic approach for high-throughput screening and sorting of antibody-secreting cells using a Förster resonance electron transfer (FRET)-based assay. The FRET signal is mediated by the specific binding of the secreted antibody to two fluorescently labeled probes supplied within a droplet. Functional hybridoma cells expressing either membrane-bound or secreted monoclonal antibodies (mAbs), or both, were efficiently differentiated in less than 30 min. The antibody secretion rate by individual hybridoma cells was recorded in the range of 14,000 Abs/min, while the density of membrane-bound fraction was approximately 100 Abs/μm2. Combining the FRET assay with droplet-based single-cell sorting, an 800-fold enrichment of antigen-specific cells was achieved after one round of sorting. The presented system overcomes several key limitations observed in conventional FACS-based screening methods and should be applicable to assaying various other secreted proteins. FRET-based screening assay of antibody-secreting cells in microfluidic droplets Membrane-bound and secreted antibodies of the same cell are efficiently differentiated Using mouse hybridoma cells antibody secretion assay is completed in 30 min FRET-based droplet sorting enables over 800-fold enrichment in one round of sorting
Collapse
Affiliation(s)
- Justina Rutkauskaite
- Institute of Biotechnology, Life Sciences Centre, Vilnius University, 7 Sauletekio ave., 10257 Vilnius, Lithuania.,Institute for Chemical and Bioengineering, ETH Zurich, Vladimir Prelog Weg 1, 8093 Zürich, Switzerland
| | - Simon Berger
- Institute for Chemical and Bioengineering, ETH Zurich, Vladimir Prelog Weg 1, 8093 Zürich, Switzerland
| | - Stavros Stavrakis
- Institute for Chemical and Bioengineering, ETH Zurich, Vladimir Prelog Weg 1, 8093 Zürich, Switzerland
| | - Oliver Dressler
- Institute for Chemical and Bioengineering, ETH Zurich, Vladimir Prelog Weg 1, 8093 Zürich, Switzerland
| | - John Heyman
- Harvard University, SEAS, 9 Oxford St., Cambridge, MA 02139, USA
| | | | - Andrew deMello
- Institute for Chemical and Bioengineering, ETH Zurich, Vladimir Prelog Weg 1, 8093 Zürich, Switzerland
| | - Linas Mazutis
- Institute of Biotechnology, Life Sciences Centre, Vilnius University, 7 Sauletekio ave., 10257 Vilnius, Lithuania
| |
Collapse
|
2
|
Aebischer-Gumy C, Moretti P, Ollier R, Ries Fecourt C, Rousseau F, Bertschinger M. SPLICELECT™: an adaptable cell surface display technology based on alternative splicing allowing the qualitative and quantitative prediction of secreted product at a single-cell level. MAbs 2021; 12:1709333. [PMID: 31955651 PMCID: PMC6973322 DOI: 10.1080/19420862.2019.1709333] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
We describe a mammalian expression construct (SPLICELECT™) that allows the redirection of a proportion of a secreted protein onto the cell surface using alternative splicing: whereas the majority of the RNA is spliced into a transcript encoding a secreted protein, a weak splice donor site yields a secondary transcript encoding, in addition, a C-terminal transmembrane domain. The different sequence elements can be modified in order to modulate the level of cell surface display and of secretion in an independent manner. In this work, we demonstrated that the cell surface display of stable cell lines is correlated with the level of the secreted protein of interest, but also with the level of heterodimerization in the case of a bispecific antibody. It was also shown that this construct may be useful for rapid screening of multiple antibody candidates in binding assays following transient transfection. Thus, the correlation of product quantity and quality of the secreted and of membrane-displayed product in combination with the flexibility of the construct with regards to cell surface display/secretion levels make SPLICELECT™ a valuable tool with many potential applications, not limited to industrial cell line development or antibody engineering.
Collapse
Affiliation(s)
- Christel Aebischer-Gumy
- Cell Sciences, Ichnos Sciences SA (formerly Glenmark Pharmaceuticals SA), La Chaux-de-Fonds, Switzerland
| | - Pierre Moretti
- Cell Sciences, Ichnos Sciences SA (formerly Glenmark Pharmaceuticals SA), La Chaux-de-Fonds, Switzerland
| | - Romain Ollier
- Antibody Engineering, Ichnos Sciences SA (formerly Glenmark Pharmaceuticals SA), La Chaux-de-Fonds, Switzerland
| | - Christelle Ries Fecourt
- Antibody Engineering, Ichnos Sciences SA (formerly Glenmark Pharmaceuticals SA), La Chaux-de-Fonds, Switzerland
| | - François Rousseau
- Antibody Engineering, Ichnos Sciences SA (formerly Glenmark Pharmaceuticals SA), La Chaux-de-Fonds, Switzerland
| | - Martin Bertschinger
- Cell Sciences, Ichnos Sciences SA (formerly Glenmark Pharmaceuticals SA), La Chaux-de-Fonds, Switzerland
| |
Collapse
|
3
|
Chakrabarti L, Zhuang L, Roy G, Bowen MA, Dall’Acqua WF, Hawley‐Nelson P, Marelli M. Amber suppression coupled with inducible surface display identifies cells with high recombinant protein productivity. Biotechnol Bioeng 2019; 116:793-804. [PMID: 30536645 PMCID: PMC6590230 DOI: 10.1002/bit.26892] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Accepted: 12/06/2018] [Indexed: 12/19/2022]
Abstract
Cell line development (CLD) for biotherapeutics is a time- and resource-intensive process requiring the isolation and screening of large numbers of clones to identify high producers. Novel methods aimed at enhancing cell line screening efficiency using markers predictive of productivity early in the CLD process are needed to reliably generate high-yielding cell lines. To enable efficient and selective isolation of antibody expressing Chinese hamster ovary cells by fluorescence-activated cell sorting, we developed a strategy for the expression of antibodies containing a switchable membrane-associated domain to anchor an antibody to the membrane of the expressing cell. The switchable nature of the membrane domain is governed by the function of an orthogonal aminoacyl transfer RNA synthetase/tRNApyl pair, which directs a nonnatural amino acid (nnAA) to an amber codon encoded between the antibody and the membrane anchor. The process is "switchable" in response to nnAA in the medium, enabling a rapid transition between the surface display and secretion. We demonstrate that the level of cell surface display correlates with productivity and provides a method for enriching phenotypically stable high-producer cells. The strategy provides a means for selecting high-producing cells with potential applications to multiple biotherapeutic protein formats.
Collapse
Affiliation(s)
- Lina Chakrabarti
- Cell Culture and Fermentation Science, MedImmuneGaithersburgMaryland
| | - Li Zhuang
- Antibody Discovery and Protein Engineering, MedImmuneGaithersburgMaryland
| | - Gargi Roy
- Antibody Discovery and Protein Engineering, MedImmuneGaithersburgMaryland
| | - Michael A. Bowen
- Antibody Discovery and Protein Engineering, MedImmuneGaithersburgMaryland
| | | | - Pam Hawley‐Nelson
- Cell Culture and Fermentation Science, MedImmuneGaithersburgMaryland
| | - Marcello Marelli
- Antibody Discovery and Protein Engineering, MedImmuneGaithersburgMaryland
| |
Collapse
|
4
|
Chakrabarti L, Mathew A, Li L, Han S, Klover J, Albanetti T, Hawley-Nelson P. Mitochondrial membrane potential identifies cells with high recombinant protein productivity. J Immunol Methods 2019; 464:31-39. [DOI: 10.1016/j.jim.2018.10.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2018] [Revised: 10/04/2018] [Accepted: 10/16/2018] [Indexed: 12/11/2022]
|
5
|
Matabaro E, He Z, Liu YS, Zhang HJ, Gao XD, Fujita M. Molecular switching system using glycosylphosphatidylinositol to select cells highly expressing recombinant proteins. Sci Rep 2017. [PMID: 28642584 PMCID: PMC5481379 DOI: 10.1038/s41598-017-04330-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
Although many pharmaceutical proteins are produced in mammalian cells, there remains a challenge to select cell lines that express recombinant proteins with high productivity. Since most biopharmaceutical proteins are secreted by cells into the medium, it is difficult to select cell lines that produce large amounts of the target protein. To address this issue, a new protein expression system using the glycosylphosphatidylinositol (GPI)-anchor was developed. PGAP2 is involved in processing GPI-anchored proteins (GPI-APs) during transport. In PGAP2 mutant cells, most GPI-APs are secreted into the medium. Here, we established a HEK293 cell line where endogenous PGAP2 was knocked out and exogenous PGAP2 was inserted with a piggyBac transposon in the genome. Using these cells, human lysosomal acid lipase (LIPA) and α-galactosidase A (GLA) were expressed as GPI-anchored forms (LIPA-GPI and GLA-GPI) and cells expressing high levels of LIPA-GPI or GLA-GPI on the cell surface were enriched. Removal of the PGAP2 gene by piggyBac transposase or FLP recombinase converted LIPA-GPI and GLA-GPI from membrane-bound to the secreted forms. Thus, cells expressing LIPA or GLA in large amounts could be enriched using this approach. The GPI-based molecular switching system is an efficient approach to isolate cells expressing recombinant proteins with high productivity.
Collapse
Affiliation(s)
- Emmanuel Matabaro
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Avenue, Wuxi, Jiangsu, 214122, China
| | - Zeng'an He
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Avenue, Wuxi, Jiangsu, 214122, China
| | - Yi-Shi Liu
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Avenue, Wuxi, Jiangsu, 214122, China
| | - Hui-Jie Zhang
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Avenue, Wuxi, Jiangsu, 214122, China
| | - Xiao-Dong Gao
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Avenue, Wuxi, Jiangsu, 214122, China
| | - Morihisa Fujita
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Avenue, Wuxi, Jiangsu, 214122, China.
| |
Collapse
|
6
|
Droz X, Harraghy N, Lançon E, Le Fourn V, Calabrese D, Colombet T, Liechti P, Rida A, Girod PA, Mermod N. Automated microfluidic sorting of mammalian cells labeled with magnetic microparticles for those that efficiently express and secrete a protein of interest. Biotechnol Bioeng 2017; 114:1791-1802. [DOI: 10.1002/bit.26270] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2016] [Revised: 01/05/2017] [Accepted: 02/15/2017] [Indexed: 12/28/2022]
Affiliation(s)
- Xuan Droz
- Department of Fundamental Microbiology, Institute of Biotechnology, University of Lausanne; Center for Biotechnology UNIL-EPFL; Lausanne Switzerland
| | - Niamh Harraghy
- Department of Fundamental Microbiology, Institute of Biotechnology, University of Lausanne; Center for Biotechnology UNIL-EPFL; Lausanne Switzerland
| | - Etienne Lançon
- Department of Fundamental Microbiology, Institute of Biotechnology, University of Lausanne; Center for Biotechnology UNIL-EPFL; Lausanne Switzerland
| | | | | | | | | | | | | | - Nicolas Mermod
- Department of Fundamental Microbiology, Institute of Biotechnology, University of Lausanne; Center for Biotechnology UNIL-EPFL; Lausanne Switzerland
| |
Collapse
|
7
|
Poitevin Y, Pontini G, Fischer N, Kosco-Vilbois M, Elson G. Magnetic sorting of membrane associated IgG for phenotype-based selection of stable antibody producing cells. J Immunol Methods 2017; 444:1-6. [PMID: 28189705 DOI: 10.1016/j.jim.2017.02.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2016] [Revised: 02/07/2017] [Accepted: 02/07/2017] [Indexed: 12/11/2022]
Abstract
To establish a simple and widely accessible technique for rapidly selecting high producing Chinese hamster ovary (CHO) cells engineered to express a monoclonal antibody (mAb), we have exploited the transient display of recombinant protein on their cell surface. In combination with magnetic bead-based methods, we demonstrate the ability to select for cells of high productivity in the absence of any metabolic-based selection method. This technique is sufficient to obtain genetically stable engineered CHO cells via a single step of cell subcloning and yields sought-after stable, high IgG producing clonal cell lines. This technique may also be applied to other types of cells as well as polyclonal Ab cell pools.
Collapse
Affiliation(s)
- Y Poitevin
- Novimmune SA, 14 chemin des Aulx 1228 Plan-Les-Ouates, Switzerland.
| | - G Pontini
- Novimmune SA, 14 chemin des Aulx 1228 Plan-Les-Ouates, Switzerland
| | - N Fischer
- Novimmune SA, 14 chemin des Aulx 1228 Plan-Les-Ouates, Switzerland
| | - M Kosco-Vilbois
- Novimmune SA, 14 chemin des Aulx 1228 Plan-Les-Ouates, Switzerland
| | - G Elson
- Novimmune SA, 14 chemin des Aulx 1228 Plan-Les-Ouates, Switzerland
| |
Collapse
|
8
|
Priola JJ, Calzadilla N, Baumann M, Borth N, Tate CG, Betenbaugh MJ. High-throughput screening and selection of mammalian cells for enhanced protein production. Biotechnol J 2016; 11:853-65. [DOI: 10.1002/biot.201500579] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2015] [Revised: 02/09/2016] [Accepted: 05/17/2016] [Indexed: 01/05/2023]
Affiliation(s)
- Joseph J. Priola
- Department of Chemical and Biomolecular Engineering; Johns Hopkins University; Baltimore MD USA
| | - Nathan Calzadilla
- Department of Chemical and Biomolecular Engineering; Johns Hopkins University; Baltimore MD USA
| | | | - Nicole Borth
- Department of Biotechnology; Universität für Bodenkultur; Vienna Austria
| | | | - Michael J. Betenbaugh
- Department of Chemical and Biomolecular Engineering; Johns Hopkins University; Baltimore MD USA
| |
Collapse
|
9
|
Antibody-free magnetic cell sorting of genetically modified primary human CD4+ T cells by one-step streptavidin affinity purification. PLoS One 2014; 9:e111437. [PMID: 25360777 PMCID: PMC4216076 DOI: 10.1371/journal.pone.0111437] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2014] [Accepted: 10/02/2014] [Indexed: 01/10/2023] Open
Abstract
Existing methods for phenotypic selection of genetically modified mammalian cells suffer disadvantages of time, cost and scalability and, where antibodies are used to bind exogenous cell surface markers for magnetic selection, typically yield cells coated with antibody-antigen complexes and beads. To overcome these limitations we have developed a method termed Antibody-Free Magnetic Cell Sorting in which the 38 amino acid Streptavidin Binding Peptide (SBP) is displayed at the cell surface by the truncated Low Affinity Nerve Growth Receptor (LNGFRF) and used as an affinity tag for one-step selection with streptavidin-conjugated magnetic beads. Cells are released through competition with the naturally occurring vitamin biotin, free of either beads or antibody-antigen complexes and ready for culture or use in downstream applications. Antibody-Free Magnetic Cell Sorting is a rapid, cost-effective, scalable method of magnetic selection applicable to either viral transduction or transient transfection of cell lines or primary cells. We have optimised the system for enrichment of primary human CD4+ T cells expressing shRNAs and exogenous genes of interest to purities of >99%, and used it to isolate cells following Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)/Cas9 genome editing.
Collapse
|
10
|
Ex situonline monitoring: application, challenges and opportunities for biopharmaceuticals processes. ACTA ACUST UNITED AC 2014. [DOI: 10.4155/pbp.14.22] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
|