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Colangelo GS, Di Ianni A, Cowan K, Riccardi Sirtori F, Barbero LM. Development of a Liquid Chromatography and High-Resolution and -Accuracy Mass Spectrometry Method to Evaluate New Biotherapeutic Entity Processing in Human Liver Lysosomes. Immunohorizons 2022; 7:467-479. [PMID: 37327020 PMCID: PMC10580112 DOI: 10.4049/immunohorizons.2300035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 05/23/2023] [Indexed: 06/17/2023] Open
Abstract
Biotherapeutic immunogenicity remains a great challenge for researchers because multiple factors trigger immune responses. Predicting and assessing the potential human immune response against biological drugs could represent an impressive breakthrough toward generating potentially safer and more efficacious therapeutic proteins. This article describes an in vitro assay that can contribute to evaluating the potential immunogenicity of biotherapeutics by focusing on lysosomal proteolysis. We selected human liver lysosomes (hLLs) from four different donors as a surrogate in vitro model instead of APC lysosomes because they are a ready-to-use lysosomal source. To assess the biological comparability of this surrogate to APC lysosomal extract, we compared the proteome content of hLLs with literature data of lysosomal fractions extracted from murine bone marrow and human blood-derived dendritic cells. Then we tested infliximab (IFX; Remicade) under different proteolytic conditions using liquid chromatography and high-resolution and -accuracy mass spectrometry to better define the degradation kinetics inside the lysosomes. hLLs revealed similar enzymatic content compared with human and murine dendritic cell lysosomes. Degradation assays demonstrated that our liquid chromatography and high-resolution and -accuracy mass spectrometry method could identify both the intact protein and the peptides resulting from proteolysis with high specificity and resolution. The rapid and easy assay described in this article can be extremely useful for evaluating the immunogenic risk associated with therapeutic proteins. In addition, this method can complement information from MHC class II-associated peptide proteomics assays and other in vitro and in silico techniques.
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Affiliation(s)
- Gabriele Sergio Colangelo
- University of Turin, Molecular Biotechnology Center, Turin, Italy
- NBE-DMPK Innovative BioAnalytics, RBM Merck S.p.A., an affiliate of Merck KGaA, Darmstadt, Germany, Colleretto Giacosa, Torino, Italy
| | - Andrea Di Ianni
- University of Turin, Molecular Biotechnology Center, Turin, Italy
- NBE-DMPK Innovative BioAnalytics, RBM Merck S.p.A., an affiliate of Merck KGaA, Darmstadt, Germany, Colleretto Giacosa, Torino, Italy
| | - Kyra Cowan
- New Biological Entities, Drug Metabolism and Pharmacokinetics, Research and Development, Merck KGaA, Darmstadt, Germany
| | - Federico Riccardi Sirtori
- NBE-DMPK Innovative BioAnalytics, RBM Merck S.p.A., an affiliate of Merck KGaA, Darmstadt, Germany, Colleretto Giacosa, Torino, Italy
| | - Luca Maria Barbero
- NBE-DMPK Innovative BioAnalytics, RBM Merck S.p.A., an affiliate of Merck KGaA, Darmstadt, Germany, Colleretto Giacosa, Torino, Italy
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Paul S, Karosiene E, Dhanda SK, Jurtz V, Edwards L, Nielsen M, Sette A, Peters B. Determination of a Predictive Cleavage Motif for Eluted Major Histocompatibility Complex Class II Ligands. Front Immunol 2018; 9:1795. [PMID: 30127785 PMCID: PMC6087742 DOI: 10.3389/fimmu.2018.01795] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2018] [Accepted: 07/20/2018] [Indexed: 01/13/2023] Open
Abstract
CD4+ T cells have a major role in regulating immune responses. They are activated by recognition of peptides mostly generated from exogenous antigens through the major histocompatibility complex (MHC) class II pathway. Identification of epitopes is important and computational prediction of epitopes is used widely to save time and resources. Although there are algorithms to predict binding affinity of peptides to MHC II molecules, no accurate methods exist to predict which ligands are generated as a result of natural antigen processing. We utilized a dataset of around 14,000 naturally processed ligands identified by mass spectrometry of peptides eluted from MHC class II expressing cells to investigate the existence of sequence signatures potentially related to the cleavage mechanisms that liberate the presented peptides from their source antigens. This analysis revealed preferred amino acids surrounding both N- and C-terminuses of ligands, indicating sequence-specific cleavage preferences. We used these cleavage motifs to develop a method for predicting naturally processed MHC II ligands, and validated that it had predictive power to identify ligands from independent studies. We further confirmed that prediction of ligands based on cleavage motifs could be combined with predictions of MHC binding, and that the combined prediction had superior performance. However, when attempting to predict CD4+ T cell epitopes, either alone or in combination with MHC binding predictions, predictions based on the cleavage motifs did not show predictive power. Given that peptides identified as epitopes based on CD4+ T cell reactivity typically do not have well-defined termini, it is possible that motifs are present but outside of the mapped epitope. Our attempts to take that into account computationally did not show any sign of an increased presence of cleavage motifs around well-characterized CD4+ T cell epitopes. While it is possible that our attempts to translate the cleavage motifs in MHC II ligand elution data into T cell epitope predictions were suboptimal, other possible explanations are that the cleavage signal is too diluted to be detected, or that elution data are enriched for ligands generated through an antigen processing and presentation pathway that is less frequently utilized for T cell epitopes.
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Affiliation(s)
- Sinu Paul
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA, United States
| | - Edita Karosiene
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA, United States
| | - Sandeep Kumar Dhanda
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA, United States
| | - Vanessa Jurtz
- Department of Bio and Health Informatics, Technical University of Denmark, Lyngby, Denmark
| | - Lindy Edwards
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA, United States
| | - Morten Nielsen
- Department of Bio and Health Informatics, Technical University of Denmark, Lyngby, Denmark.,Instituto de Investigaciones Biotecnológicas, Universidad Nacional de San Martín, San Martín, Argentina
| | - Alessandro Sette
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA, United States.,Department of Medicine, University of California San Diego, La Jolla, CA, United States
| | - Bjoern Peters
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA, United States.,Department of Medicine, University of California San Diego, La Jolla, CA, United States
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Huang WS, Duan LP, Huang B, Zhou LH, Liang Y, Tu CL, Zhang FF, Nie P, Wang T. Identification of three IFN-γ inducible lysosomal thiol reductase ( GILT )-like genes in mud crab Scylla paramamosain with distinct gene organizations and patterns of expression. Gene 2015; 570:78-88. [DOI: 10.1016/j.gene.2015.06.006] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2015] [Revised: 05/17/2015] [Accepted: 06/02/2015] [Indexed: 12/22/2022]
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Abstract
The development of immune tolerance is dependent on the expression of self-peptides in the thymus and bone marrow during lymphocyte development. However, not all self-antigens are expressed in the thymus, particularly for proteins that become post-translationally modified during other biological processes in a cell. We have found that one such post-translational modification, the spontaneous conversion of an aspartic acid to isoaspartic acid (isoAsp), causes ignored self-antigens to become immunogenic. In order to determine the mechanism for this autoimmune response, pigeon cytochrome c peptide 88-104 (PCC p88-104) was synthesized with and without an isoaspartyl residue. Each form was digested with cathepsin D, an enzyme involved in antigen processing. The products of cathepsin digestion were dramatically different between the two forms of self-protein suggesting that cryptic self-peptides may be revealed to the immune system by natural modifications to self-proteins. This observation also held true if whole PCC protein contained isoaspartyl residues was digested with cathespsin D. Additionally, AND transgenic TCR T cells (recognizing PCC 88-104) proliferated to a greater extent in response to isoaspartyl PCC as compared to the normal form of PCC. These finding demonstrate the importance of post-translational modifications in shaping autoimmune responses in and the development of tolerance to self-proteins.
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Affiliation(s)
- Hester A Doyle
- Section of Rheumatology, Department of Internal Medicine, Yale University School of Medicine, New Haven, CT 06520, USA
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Mihelic M, Dobersek A, Guncar G, Turk D. Inhibitory fragment from the p41 form of invariant chain can regulate activity of cysteine cathepsins in antigen presentation. J Biol Chem 2008; 283:14453-60. [PMID: 18362148 DOI: 10.1074/jbc.m801283200] [Citation(s) in RCA: 71] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Cysteine cathepsins play an indispensable role in proteolytic processing of the major histocompatibility complex class II-associated invariant chain (Ii) and foreign antigens in a number of antigen presenting cells. Previously it was shown that a fragment of 64 residues present in the p41 form of the Ii (p41 fragment) selectively inhibits the endopeptidase cathepsin L, whereas the activity of cathepsin S remains unaffected. Comparison of structures indicated that the selectivity of interactions between cysteine cathepsins and the p41 fragment is far from being understood and requires further investigation. The p41 fragment has now been shown also to inhibit human cathepsins V, K, and F (also, presumably, O) and mouse cathepsin L with K(i) values in the low nanomolar range. These K(i) values are sufficiently low to ensure complex formation at physiological concentrations. In addition we have found that the p41 fragment can inhibit cathepsin S too. These findings suggest that regulation of the proteolytic activity of most of the cysteine cathepsins by the p41 fragment is an important and widespread control mechanism of antigen presentation.
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Affiliation(s)
- Marko Mihelic
- Department of Biochemistry and Molecular and Structural Biology, J Stefan Institute, Ljubljana, Slovenia
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Langhorne J, Albano FR, Hensmann M, Sanni L, Cadman E, Voisine C, Sponaas AM. Dendritic cells, pro-inflammatory responses, and antigen presentation in a rodent malaria infection. Immunol Rev 2005; 201:35-47. [PMID: 15361231 DOI: 10.1111/j.0105-2896.2004.00182.x] [Citation(s) in RCA: 80] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
An infection of mice with Plasmodium chabaudi is characterized by a rapid and marked inflammatory response with a rapid but regulated production of interleukin-12 (IL-12), tumor necrosis factor-alpha (TNF-alpha), and interferon-gamma (IFN-gamma). Recent studies have shown that dendritic cells (DCs) are activated in vivo in the spleen, are able to process and present malaria antigens during infection, and may provide a source of cytokines that contribute to polarization of the CD4 T-cell response. P. chabaudi-infected erythrocytes are phagocytosed by DCs, and peptides of malaria proteins are presented on major histocompatibility complex (MHC) class II. The complex disulfide-bonded structure of some malaria proteins can impede their processing in DCs, which may affect the magnitude of the CD4 T-cell response and influence T-helper 1 (Th1) or Th2 polarization. DCs exhibit a wide range of responses to parasite-infected erythrocytes depending on their source, their maturational state, and the Plasmodium species or strain. P. chabaudi-infected erythrocytes stimulate an increase in the expression of costimulatory molecules and MHC class II on mouse bone marrow-derived DCs, and they are able to induce the production of pro-inflammatory cytokines such as IL-12, TNF-alpha, and IL-6, thus enhancing the Th1 response of naïve T cells. IFN-gamma and TNF-alpha play a role in both protective immunity and the pathology of the infection, and the inflammatory disease may be regulated by IL-10 and transforming growth factor-beta. It will therefore be important to elucidate the host and parasite molecules that are involved in activation or suppression of the DCs and to understand the interplay between these opposing forces on the host response in vivo during a malaria infection.
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Affiliation(s)
- Jean Langhorne
- Division of Parasitology, National Institute for Medical Research, London, UK.
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Wieland S, Thimme R, Purcell RH, Chisari FV. Genomic analysis of the host response to hepatitis B virus infection. Proc Natl Acad Sci U S A 2004; 101:6669-74. [PMID: 15100412 PMCID: PMC404103 DOI: 10.1073/pnas.0401771101] [Citation(s) in RCA: 514] [Impact Index Per Article: 25.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Previous studies in hepatitis B virus (HBV)-infected humans and chimpanzees suggest that control of HBV infection involves the cells, effector functions, and molecular mediators of the immune response. The objective of the current study was to identify, in the liver of acutely HBV-infected chimpanzees, the spectrum of virus-induced and immune response-related genes that regulate the infection. The results demonstrate that HBV does not induce any genes during entry and expansion, suggesting it is a stealth virus early in the infection. In contrast, a large number of T cell-derived IFN-gamma-regulated genes are induced in the liver during viral clearance, reflecting the impact of an adaptive T cell response that inhibits viral replication and kills infected cells, thereby terminating the infection.
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Affiliation(s)
- Stefan Wieland
- Department of Molecular and Experimental Medicine, The Scripps Research Institute, La Jolla, CA 92037, USA
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Abstract
Ever since the emergence of models for the processing and presentation of antigenic determinants by MHC class II molecules, the main view has been that proteins are unfolded, enzymatically cleaved into peptide lengths of about 12-25 amino acids and then loaded onto MHC class II molecules. There is, however, an alternative model stating that partially intact unfolding antigens are first bound by MHC class II molecules and then trimmed to fragments of a smaller size while remaining bound to the MHC class II molecule. In this analysis, we make the case that a considerable portion of the elutable peptide cargo belongs to this latter class.
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Affiliation(s)
- Eli E Sercarz
- Torrey Pines Institute for Molecular Studies, San Diego, California 92121, USA.
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Metzler DE, Metzler CM, Sauke DJ. Biochemical Defense Mechanisms. Biochemistry 2001. [DOI: 10.1016/b978-012492543-4/50034-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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