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Campuzano IDG, Sandoval W. Denaturing and Native Mass Spectrometric Analytics for Biotherapeutic Drug Discovery Research: Historical, Current, and Future Personal Perspectives. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2021; 32:1861-1885. [PMID: 33886297 DOI: 10.1021/jasms.1c00036] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Mass spectrometry (MS) plays a key role throughout all stages of drug development and is now as ubiquitous as other analytical techniques such as surface plasmon resonance, nuclear magnetic resonance, and supercritical fluid chromatography, among others. Herein, we aim to discuss the history of MS, both electrospray and matrix-assisted laser desorption ionization, specifically for the analysis of antibodies, evolving through to denaturing and native-MS analysis of newer biologic moieties such as antibody-drug conjugates, multispecific antibodies, and interfering nucleic acid-based therapies. We discuss challenging therapeutic target characterization such as membrane protein receptors. Importantly, we compare and contrast the MS and hyphenated analytical chromatographic methods used to characterize these therapeutic modalities and targets within biopharmaceutical research and highlight the importance of appropriate MS deconvolution software and its essential contribution to project progression. Finally, we describe emerging applications and MS technologies that are still predominantly within either a development or academic stage of use but are poised to have significant impact on future drug development within the biopharmaceutic industry once matured. The views reflected herein are personal and are not meant to be an exhaustive list of all relevant MS performed within biopharmaceutical research but are what we feel have been historically, are currently, and will be in the future the most impactful for the drug development process.
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MESH Headings
- Antibodies, Monoclonal/analysis
- Automation, Laboratory
- Biopharmaceutics/methods
- Chromatography, Liquid
- Drug Discovery/methods
- Drug Industry/history
- History, 20th Century
- History, 21st Century
- Humans
- Immunoconjugates/analysis
- Immunoconjugates/chemistry
- Protein Denaturation
- Protein Processing, Post-Translational
- Proteins/analysis
- Spectrometry, Mass, Electrospray Ionization/history
- Spectrometry, Mass, Electrospray Ionization/instrumentation
- Spectrometry, Mass, Electrospray Ionization/methods
- Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/history
- Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/instrumentation
- Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods
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Affiliation(s)
- Iain D G Campuzano
- Discovery Attribute Sciences, Amgen Research, 1 Amgen Center Drive, Thousand Oaks, California 92130, United States
| | - Wendy Sandoval
- Department of Microchemistry, Proteomics and Lipidomics, Genentech, Inc., 1 DNA Way, South San Francisco, California 94080, United States
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Boddapati S, Gilmore J, Boone K, Bushey J, Ross J, Gfeller B, McFee W, Rao R, Corrigan G, Chen A, Clarke H, Valliere-Douglass J, Bhargava S. Evidence for co-translational misincorporation of non-canonical amino acid hydroxyproline in recombinant antibodies produced in Chinese Hamster Ovary (CHO) cell lines. PLoS One 2020; 15:e0241250. [PMID: 33119652 PMCID: PMC7595273 DOI: 10.1371/journal.pone.0241250] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2020] [Accepted: 10/09/2020] [Indexed: 02/03/2023] Open
Abstract
With the advent of highly sensitive technologies such as tandem mass spectrometry and next-generation sequencing, recombinant antibodies are now routinely analyzed for the presence of low-level sequence variants including amino acid misincorporations. During mAb cell culture process development, we found that proline was replaced with the non-canonical amino acid, hydroxyproline, in the protein sequence. We investigated the relationship between proline content in the cell culture media and proline sequence variants and found that the proline concentration was inversely correlated with the amount of sequence variants detected in the protein sequence. Hydroxyproline incorporation has been previously reported in recombinant proteins produced in mammalian expression systems as a post-translational modification. Given the dependency on proline levels, the mechanism was then investigated. To address the possibility of co-translational misincorporation of hydroxyproline, we used tandem mass spectrometry to measure incorporation of stable-isotope labelled hydroxyproline added to the feed of a production bioreactor. We discovered co-translational misincorporation of labelled hydroxyproline in the recombinant antibody. These findings are significant, since they underscore the need to track non-canonical amino acid incorporation as a co-translational event in CHO cells. Understanding the mechanism of hydroxyproline incorporation is crucial in developing an appropriate control strategy during biologics production.
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Affiliation(s)
- Shanta Boddapati
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
- * E-mail:
| | - Jason Gilmore
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
| | - Kyle Boone
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
| | - John Bushey
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
| | - Jonathan Ross
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
| | - Brian Gfeller
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
| | - William McFee
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
| | - Romesh Rao
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
| | - Greg Corrigan
- Upstream Manufacturing, Seattle Genetics Inc, Bothell, WA, United States of America
| | - Aaron Chen
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
| | - Howard Clarke
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
| | | | - Swapnil Bhargava
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
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Recent advances in LC–MS based characterization of protein-based bio-therapeutics – mastering analytical challenges posed by the increasing format complexity. J Pharm Biomed Anal 2020; 186:113251. [DOI: 10.1016/j.jpba.2020.113251] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Revised: 03/05/2020] [Accepted: 03/09/2020] [Indexed: 12/25/2022]
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Historical, current and future developments of travelling wave ion mobility mass spectrometry: A personal perspective. Trends Analyt Chem 2019. [DOI: 10.1016/j.trac.2019.115620] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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Tyshchuk O, Gstöttner C, Funk D, Nicolardi S, Frost S, Klostermann S, Becker T, Jolkver E, Schumacher F, Koller CF, Völger HR, Wuhrer M, Bulau P, Mølhøj M. Characterization and prediction of positional 4-hydroxyproline and sulfotyrosine, two post-translational modifications that can occur at substantial levels in CHO cells-expressed biotherapeutics. MAbs 2019; 11:1219-1232. [PMID: 31339437 PMCID: PMC6748591 DOI: 10.1080/19420862.2019.1635865] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 06/07/2019] [Accepted: 06/21/2019] [Indexed: 02/06/2023] Open
Abstract
Biotherapeutics may contain a multitude of different post-translational modifications (PTMs) that need to be assessed and possibly monitored and controlled to ensure reproducible product quality. During early development of biotherapeutics, unexpected PTMs might be prevented by in silico identification and characterization together with further molecular engineering. Mass determinations of a human IgG1 (mAb1) and a bispecific IgG-ligand fusion protein (BsAbA) demonstrated the presence of unusual PTMs resulting in major +80 Da, and +16/+32 Da chain variants, respectively. For mAb1, analytical cation exchange chromatography demonstrated the presence of an acidic peak accounting for 20%. A + 79.957 Da modification was localized within the light chain complementarity-determining region-2 and identified as a sulfation based on accurate mass, isotopic distribution, and a complete neutral loss reaction upon collision-induced dissociation. Top-down ultrahigh resolution MALDI-ISD FT-ICR MS of modified and unmodified Fabs allowed the allocation of the sulfation to a specific Tyr residue. An aspartate in amino-terminal position-3 relative to the affected Tyr was found to play a key role in determining the sulfation. For BsAbA, a + 15.995 Da modification was observed and localized to three specific Pro residues explaining the +16 Da chain A, and +16 Da and +32 Da chain B variants. The BsAbA modifications were verified as 4-hydroxyproline and not 3-hydroxyproline in a tryptic peptide map via co-chromatography with synthetic peptides containing the two isomeric forms. Finally, our approach for an alert system based on in-house in silico predictors is presented. This system is designed to prevent these PTMs by molecular design and engineering during early biotherapeutic development.
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Affiliation(s)
- Oksana Tyshchuk
- Roche Pharma Research and Early Development, Large Molecule Research, Roche Innovation Center Munich, Penzberg, Germany
| | - Christoph Gstöttner
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, Netherlands
| | - Dennis Funk
- Roche Pharma Research and Early Development, Large Molecule Research, Roche Innovation Center Munich, Penzberg, Germany
| | - Simone Nicolardi
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, Netherlands
| | - Stefan Frost
- Roche Pharma Research and Early Development, Large Molecule Research, Roche Innovation Center Munich, Penzberg, Germany
| | - Stefan Klostermann
- Roche Pharma Research and Early Development Informatics, Roche Innovation Center Munich, Penzberg, Germany
| | | | | | - Felix Schumacher
- Roche Pharma Research and Early Development, Large Molecule Research, Roche Innovation Center Munich, Penzberg, Germany
| | - Claudia Ferrara Koller
- Roche Pharma Research and Early Development, Large Molecule Research, Roche Innovation Center Zurich, Schlieren, Switzerland
| | - Hans Rainer Völger
- Roche Pharma Research and Early Development, Large Molecule Research, Roche Innovation Center Munich, Penzberg, Germany
| | - Manfred Wuhrer
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, Netherlands
| | - Patrick Bulau
- Roche Pharma Technical Development Penzberg, Penzberg, Germany
| | - Michael Mølhøj
- Roche Pharma Research and Early Development, Large Molecule Research, Roche Innovation Center Munich, Penzberg, Germany
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van Huizen NA, Burgers PC, Saintmont F, Brocorens P, Gerbaux P, Stingl C, Dekker LJM, IJzermans JNM, Luider TM. Identification of 4-Hydroxyproline at the Xaa Position in Collagen by Mass Spectrometry. J Proteome Res 2019; 18:2045-2051. [PMID: 30945869 DOI: 10.1021/acs.jproteome.8b00930] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Collagen has a triple helix form, structured by a [-Gly-Xaa-Yaa-] repetition, where Xaa and Yaa are amino acids. This repeating unit can be post-translationally modified by enzymes, where proline is often hydroxylated into hydroxyproline (Hyp). Two Hyp isomers occur in collagen: 4-hydroxyproline (4Hyp, Gly-Xaa-Pro, substrate for 4-prolyl hydroxylase) and 3-hydroxyproline (3Hyp, Gly-Pro-4Hyp, substrate for 3-prolyl hydroxylase). If 4Hyp is lacking at the Yaa position, then Pro at the Xaa position should remain unmodified. Nevertheless, in literature 41 positions have been described where Hyp occurs at the Xaa position (?xHyp) lacking an adjacent 4Hyp. We report four additional positions in liver and colorectal liver metastasis tissue (CRLM). We studied the sequence commonalities between the 45 known positions of ?xHyp. Alanine and glutamine were frequently present adjacent to ?xHyp. We showed that proline, position 584 in COL1A2, had a lower rate of modification in CRLM than in healthy liver. The isomeric identity of ?xHyp, that is, 3- and/or 4Hyp, remains unknown. We present a proof of principle identification of ?xHyp. This identification is based on liquid chromatography retention time differences and mass spectrometry using ETD-HCD fragmentation, complemented by ab initio calculations. Both techniques identify ?xHyp at position 584 in COL1A2 as 4-hydroxyproline (4xHyp).
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Affiliation(s)
| | | | - Fabrice Saintmont
- Organic Synthesis & Mass Spectrometry Laboratory, Interdisciplinary Center for Mass Spectrometry (CISMa), Center of Innovation and Research in Materials and Polymers (CIRMAP) , University of Mons - UMONS , 23 Place du Parc , 7000 Mons , Belgium.,Laboratory for Chemistry of Novel Materials, Center of Innovation and Research in Materials and Polymers, Research Institute for Science and Engineering of Materials , University of Mons, UMONS , 23 Place du Parc , 7000 Mons , Belgium
| | - Patrick Brocorens
- Laboratory for Chemistry of Novel Materials, Center of Innovation and Research in Materials and Polymers, Research Institute for Science and Engineering of Materials , University of Mons, UMONS , 23 Place du Parc , 7000 Mons , Belgium
| | - Pascal Gerbaux
- Organic Synthesis & Mass Spectrometry Laboratory, Interdisciplinary Center for Mass Spectrometry (CISMa), Center of Innovation and Research in Materials and Polymers (CIRMAP) , University of Mons - UMONS , 23 Place du Parc , 7000 Mons , Belgium
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Spahr CS, Daris ME, Graham KC, Soriano BD, Stevens JL, Shi SDH. Discovery, characterization, and remediation of a C-terminal Fc-extension in proteins expressed in CHO cells. MAbs 2018; 10:1291-1300. [PMID: 30148415 DOI: 10.1080/19420862.2018.1511197] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022] Open
Abstract
Protein-based biotherapeutics are produced in engineered cells through complex processes and may contain a wide variety of variants and post-translational modifications that must be monitored or controlled to ensure product quality. Recently, a low level (~1-5%) impurity was observed in a number of proteins derived from stably transfected Chinese hamster ovary (CHO) cells using mass spectrometry. These molecules include antibodies and Fc fusion proteins where Fc is on the C-terminus of the construct. By liquid chromatography-mass spectrometry (LC-MS), the impurity was found to be ~1177 Da larger than the expected mass. After tryptic digestion and analysis by LC-MS/MS, the impurity was localized to the C-terminus of Fc in the form of an Fc sequence extension. Targeted higher-energy collision dissociation was performed using various normalized collision energies (NCE) on two charge states of the extended peptide, resulting in nearly complete fragment ion coverage. The amino acid sequence, SLSLSPEAEAASASELFQ, obtained by the de novo sequencing effort matches a portion of the vector sequence used in the transfection of the CHO cells, specifically in the promoter region of the selection cassette downstream of the protein coding sequence. The modification was the result of an unexpected splicing event, caused by the resemblance of the commonly used GGU codon of the C-terminal glycine to a consensus splicing donor. Three alternative codons for glycine were tested to alleviate the modification, and all were found to completely eliminate the undesirable C-terminal extension, thus improving product quality.
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Affiliation(s)
- Christopher S Spahr
- a Discovery Attribute Sciences, Therapeutic Discovery , Amgen Discovery Research , Thousand Oaks , CA , USA
| | - Mark E Daris
- b Biologics Optimization, Therapeutic Discovery , Amgen Discovery Research , Thousand Oaks , CA , USA
| | - Kevin C Graham
- b Biologics Optimization, Therapeutic Discovery , Amgen Discovery Research , Thousand Oaks , CA , USA
| | - Brian D Soriano
- a Discovery Attribute Sciences, Therapeutic Discovery , Amgen Discovery Research , Thousand Oaks , CA , USA
| | - Jennitte L Stevens
- b Biologics Optimization, Therapeutic Discovery , Amgen Discovery Research , Thousand Oaks , CA , USA
| | - Stone D-H Shi
- a Discovery Attribute Sciences, Therapeutic Discovery , Amgen Discovery Research , Thousand Oaks , CA , USA
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Hou Y, Su H, Luo Z, Li M, Ma X, Ma N. Nutrient Optimization Reduces Phosphorylation and Hydroxylation Level on an Fc-Fusion Protein in a CHO Fed-Batch Process. Biotechnol J 2018; 14:e1700706. [PMID: 29877623 DOI: 10.1002/biot.201700706] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2017] [Revised: 05/26/2018] [Indexed: 01/30/2023]
Abstract
Phosphorylation and hydroxylation are post translational modifications (PTMs) rarely observed or reported in biopharmaceuticals. While developing a stable CHO cell line and a fed-batch process to produce a biosimilar dulaglutide, a GLP1-Fc fusion protein, the authors identified both serine phosphorylation and lysine hydroxylation. While the innovator dulaglutide contains less than 2% phosphorylated and only ≈6.5% hydroxylated GLP1-Fc molecules, the clones that the authors obtained in the platform fed-batch process have ≈20% phosphorylated and 25% hydroxylated GLP1-Fc molecules. An optimization of the nutrient feed is carried out, which successfully reduces the phosphorylation level to ≈3% and the hydroxylation level to 9.4% using the lead clone. Four components, cysteine, vitamin C, ferric citrate, and niacinamide, are found to be important in reducing the phosphorylation level. An increase in vitamin C, ferric citrate, and niacinamide feeding rates and a decrease in the cysteine feeding rate helps to reduce the phosphorylation level. Niacinamide and cysteine are also found to be critical for hydroxylation. An increase in the niacinamide and cysteine feeding rate is beneficial in reducing the hydroxylation level. This study is the first to report the impact of nutrient components on serine phosphorylation and lysine hydroxylation in biopharmaceuticals.
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Affiliation(s)
- Ye Hou
- Institute of Wuya, Shenyang Pharmaceutical University, 103 Wenhua Road, Shenyang, 110016, Liaoning, P. R. China
| | - Hang Su
- Institute of Wuya, Shenyang Pharmaceutical University, 103 Wenhua Road, Shenyang, 110016, Liaoning, P. R. China
| | - Zhiying Luo
- Institute of Wuya, Shenyang Pharmaceutical University, 103 Wenhua Road, Shenyang, 110016, Liaoning, P. R. China
| | - Mingying Li
- Institute of Wuya, Shenyang Pharmaceutical University, 103 Wenhua Road, Shenyang, 110016, Liaoning, P. R. China
| | - Xiaonan Ma
- Institute of Wuya, Shenyang Pharmaceutical University, 103 Wenhua Road, Shenyang, 110016, Liaoning, P. R. China
| | - Ningning Ma
- Institute of Wuya, Shenyang Pharmaceutical University, 103 Wenhua Road, Shenyang, 110016, Liaoning, P. R. China
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Ion mobility in the pharmaceutical industry: an established biophysical technique or still niche? Curr Opin Chem Biol 2018; 42:147-159. [DOI: 10.1016/j.cbpa.2017.11.008] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2017] [Revised: 11/10/2017] [Accepted: 11/15/2017] [Indexed: 01/01/2023]
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