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Testa MF, Lombardi S, Bernardi F, Ferrarese M, Belvini D, Radossi P, Castaman G, Pinotti M, Branchini A. Translational readthrough at F8 nonsense variants in the factor VIII B domain contributes to residual expression and lowers inhibitor association. Haematologica 2022; 108:472-482. [PMID: 35924581 PMCID: PMC9890017 DOI: 10.3324/haematol.2022.281279] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Indexed: 02/03/2023] Open
Abstract
In hemophilia A, F8 nonsense variants, and particularly those affecting the large factor VIII (FVIII) B domain that is dispensable for coagulant activity, display lower association with replacement therapy-related anti-FVIII inhibitory antibodies as retrieved from multiple international databases. Since null genetic conditions favor inhibitor development, we hypothesized that translational readthrough over premature termination codons (PTC) may contribute to immune tolerance by producing full-length proteins through the insertion of amino acid subset(s). To quantitatively evaluate the readthrough output in vitro, we developed a very sensitive luciferase-based system to detect very low full-length FVIII synthesis from a wide panel (n=45; ~60% patients with PTC) of F8 nonsense variants. PTC not associated with inhibitors displayed higher readthrough-driven expression levels than inhibitor-associated PTC, a novel observation. Particularly, higher levels were detected for B-domain variants (n=20) than for variants in other domains (n=25). Studies on plasma from six hemophilia A patients with PTC, integrated by expression of the corresponding nonsense and readthrough-deriving missense variants, consistently revealed higher FVIII levels for B-domain variants. Only one B-domain PTC (Arg814*) was found among the highly represented PTC not sporadically associated with inhibitors, but with the lowest proportion of inhibitor cases (4 out of 57). These original insights into the molecular genetics of hemophilia A, and particularly into genotype-phenotype relationships related with disease treatment, demonstrate that B-domain features favor PTC readthrough output. This provides a potential molecular mechanism contributing to differential PTC-associated inhibitor occurrence, with translational implications for a novel, experimentally based classification of F8 nonsense variants.
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Affiliation(s)
- Maria Francesca Testa
- Department of Life Sciences and Biotechnology and LTTA Center, University of Ferrara, Ferrara
| | - Silvia Lombardi
- Department of Life Sciences and Biotechnology and LTTA Center, University of Ferrara, Ferrara,°Current address: Department of Biotechnology and Biosciences, University of Milano-Bicocca, Milan, Italy
| | - Francesco Bernardi
- Department of Life Sciences and Biotechnology and LTTA Center, University of Ferrara, Ferrara
| | - Mattia Ferrarese
- Department of Life Sciences and Biotechnology and LTTA Center, University of Ferrara, Ferrara
| | - Donata Belvini
- Transfusion Service, Hemophilia Center and Hematology, Castelfranco Veneto Hospital, Castelfranco Veneto
| | - Paolo Radossi
- Oncohematology-Oncologic Institute of Veneto, Castelfranco Veneto Hospital, Castelfranco Veneto
| | - Giancarlo Castaman
- Center for Bleeding Disorders and Coagulation, Careggi University Hospital, Florence, Italy
| | - Mirko Pinotti
- Department of Life Sciences and Biotechnology and LTTA Center, University of Ferrara, Ferrara.
| | - Alessio Branchini
- Department of Life Sciences and Biotechnology and LTTA Center, University of Ferrara, Ferrara.
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2
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Abstract
Haemophilia A and B are rare congenital, recessive X-linked disorders caused by lack or deficiency of clotting factor VIII (FVIII) or IX (FIX), respectively. The severity of the disease depends on the reduction of levels of FVIII or FIX, which are determined by the type of the causative mutation in the genes encoding the factors (F8 and F9, respectively). The hallmark clinical characteristic, especially in untreated severe forms, is bleeding (spontaneous or after trauma) into major joints such as ankles, knees and elbows, which can result in the development of arthropathy. Intracranial bleeds and bleeds into internal organs may be life-threatening. The median life expectancy was ~30 years until the 1960s, but improved understanding of the disorder and development of efficacious therapy based on prophylactic replacement of the missing factor has caused a paradigm shift, and today individuals with haemophilia can look forward to a virtually normal life expectancy and quality of life. Nevertheless, the potential development of inhibitory antibodies to infused factor is still a major hurdle to overcome in a substantial proportion of patients. Finally, gene therapy for both types of haemophilia has progressed remarkably and could soon become a reality.
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3
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De Groot AS, Desai AK, Lelias S, Miah SMS, Terry FE, Khan S, Li C, Yi JS, Ardito M, Martin WD, Kishnani PS. Immune Tolerance-Adjusted Personalized Immunogenicity Prediction for Pompe Disease. Front Immunol 2021; 12:636731. [PMID: 34220802 PMCID: PMC8242953 DOI: 10.3389/fimmu.2021.636731] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 05/20/2021] [Indexed: 11/13/2022] Open
Abstract
Infantile-onset Pompe disease (IOPD) is a glycogen storage disease caused by a deficiency of acid alpha-glucosidase (GAA). Treatment with recombinant human GAA (rhGAA, alglucosidase alfa) enzyme replacement therapy (ERT) significantly improves clinical outcomes; however, many IOPD children treated with rhGAA develop anti-drug antibodies (ADA) that render the therapy ineffective. Antibodies to rhGAA are driven by T cell responses to sequences in rhGAA that differ from the individuals' native GAA (nGAA). The goal of this study was to develop a tool for personalized immunogenicity risk assessment (PIMA) that quantifies T cell epitopes that differ between nGAA and rhGAA using information about an individual's native GAA gene and their HLA DR haplotype, and to use this information to predict the risk of developing ADA. Four versions of PIMA have been developed. They use EpiMatrix, a computational tool for T cell epitope identification, combined with an HLA-restricted epitope-specific scoring feature (iTEM), to assess ADA risk. One version of PIMA also integrates JanusMatrix, a Treg epitope prediction tool to identify putative immunomodulatory (regulatory) T cell epitopes in self-proteins. Using the JanusMatrix-adjusted version of PIMA in a logistic regression model with data from 48 cross-reactive immunological material (CRIM)-positive IOPD subjects, those with scores greater than 10 were 4-fold more likely to develop ADA (p<0.03) than those that had scores less than 10. We also confirmed the hypothesis that some GAA epitopes are immunomodulatory. Twenty-one epitopes were tested, of which four were determined to have an immunomodulatory effect on T effector response in vitro. The implementation of PIMA V3J on a secure-access website would allow clinicians to input the individual HLA DR haplotype of their IOPD patient and the GAA pathogenic variants associated with each GAA allele to calculate the patient's relative risk of developing ADA, enhancing clinical decision-making prior to initiating treatment with ERT. A better understanding of immunogenicity risk will allow the implementation of targeted immunomodulatory approaches in ERT-naïve settings, especially in CRIM-positive patients, which may in turn improve the overall clinical outcomes by minimizing the development of ADA. The PIMA approach may also be useful for other types of enzyme or factor replacement therapies.
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Affiliation(s)
- Anne S De Groot
- EpiVax, Inc., Providence, RI, United States.,Center for Vaccines and Immunology, College of Veterinary Medicine, University of Georgia, Athens, GA, United States
| | - Ankit K Desai
- Division of Medical Genetics, Department of Pediatrics, Duke University Medical Center, Durham, NC, United States
| | | | | | | | | | - Cindy Li
- Division of Medical Genetics, Department of Pediatrics, Duke University Medical Center, Durham, NC, United States
| | - John S Yi
- Department of Surgery, Duke University Medical Center, Durham, NC, United States
| | | | | | - Priya S Kishnani
- Division of Medical Genetics, Department of Pediatrics, Duke University Medical Center, Durham, NC, United States
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4
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Hart DP. FVIII Immunogenicity-Bioinformatic Approaches to Evaluate Inhibitor Risk in Non-severe Hemophilia A. Front Immunol 2020; 11:1498. [PMID: 32849511 PMCID: PMC7399083 DOI: 10.3389/fimmu.2020.01498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2020] [Accepted: 06/08/2020] [Indexed: 11/13/2022] Open
Abstract
The life-long inhibitor risk in non-severe hemophilia A has been an important clinical and research focus in recent years. Non-severe hemophilia A is most commonly caused by point mutation, missense F8 genotypes, of which over 500 variants are described. The immunogenic potential of just a single amino acid change within a complex 2,332 amino acid protein is an important reminder of the challenges of protein replacement therapies in diverse, global populations. Although some F8 genotypes have been identified as "high risk" mutations in non-severe hemophilia A (e.g., R593C), this is likely, in part at least, a reporting bias and oversimplification of the underlying immunological mechanism. Bioinformatic approaches offer a strategy to dissect the contribution of F8 genotype in the context of the wider HLA diversity through which antigenic peptides will necessarily be presented. Extensive modeling of all permutations of FVIII-derived fifteen-mer peptides straddling all reported F8 genotype positions demonstrate the likely heterogeneity of peptide binding affinity to different HLA II grooves. For the majority of F8 genotypes it is evident that inhibitor risk prediction is dependent on the combination of F8 genotype and available HLA II. Only a minority of FVIII-derived peptides are predicted to bind to all candidate HLA molecules. In silico predictions still over call the risk of inhibitor occurrence, suggestive of mechanisms of "protection" against clinically meaningful inhibitor events. The structural homology between FVIII and FV provides an attractive mechanism by which some F8 genotypes may be afforded co-incidental tolerance through homology of FV and FVIII primary amino sequence. In silico strategies enable the extension of this hypothesis to analyse the extent to which co-incidental cross-matching exists between FVIII-derived primary peptide sequences and any other protein in the entire human proteome and thus potential central tolerance. This review of complimentary in vitro, in silico, and clinical epidemiology data documents incremental insights into immunological mechanism of inhibitor occurrence in non-severe hemophilia A over the last decade. However, complex questions remain about antigenic processing and presentation to truly understand and predict an individual person with hemophilia risk of inhibitor occurrence.
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Affiliation(s)
- Daniel P Hart
- Department of Immunobiology, Barts and The London School of Medicine and Dentistry, Blizard Institute, Queen Mary University of London, London, United Kingdom
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5
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Chen Y, Schroeder JA, Gao C, Li J, Hu J, Shi Q. In vivo enrichment of genetically manipulated platelets for murine hemophilia B gene therapy. J Cell Physiol 2020; 236:354-365. [PMID: 32510630 DOI: 10.1002/jcp.29861] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2020] [Revised: 05/23/2020] [Accepted: 05/27/2020] [Indexed: 01/05/2023]
Abstract
Our previous studies have demonstrated that platelet-targeted factor IX (FIX) gene therapy can introduce sustained platelet-FIX expression in hemophilia B (FIXnull ) mice. In this study, we aimed to enhance platelet-FIX expression in FIXnull mice with O6 -methylguanine-DNA-methyltransferase (MGMT)-mediated in vivo drug selection of transduced cells under nonmyeloablative preconditioning. We constructed a novel lentiviral vector (2bF9/MGMT lentivirus vector), which harbors dual genes, the FIX gene driven by the αIIb promoter (2bF9) and the MGMT P140K gene under the murine stem cell virus promoter. Platelet-FIX expression in FIXnull mice was introduced by 2bF9/MGMT-mediated hematopoietic stem cell transduction and transplantation. The 2bF9/MGMT-transduced cells were effectively enriched after drug selection by O6 -benzylguanine/1,3-bis-2-chloroethyl-1-nitrosourea. There were a 2.9-fold higher FIX antigen and a 3.7-fold higher FIX activity in platelets, respectively, posttreatment compared with pretreatment. When a 6-hr tail bleeding test was used to grade the bleeding phenotype, the clotting time in treated animals was 2.6 ± 0.5 hr. In contrast, none of the FIXnull control mice were able to clot within 6 hr. Notably, none of the recipients developed anti-FIX antibodies after gene therapy. One of four recipients developed a low titer of inhibitors when challenged with rhF9 together with adjuvant. In contrast, all FIXnull controls developed inhibitors after the same challenge. Anti-FIX immunoglobulin G were barely detectable in recipients (1.08 ± 0.54 µg/ml), an 875-fold lower level than in the FIXnull controls. Our data demonstrate that using the MGMT-mediated drug selection system in 2bF9 gene therapy can significantly enhance therapeutic platelet-FIX expression, resulting in sustained phenotypic correction and immune tolerance in FIXnull mice.
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Affiliation(s)
- Yingyu Chen
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, Wisconsin.,Blood Research Institute, Versiti Wisconsin, Milwaukee, Wisconsin.,Department of Hematology, Fujian Institute of Hematology, Fujian Provincial Key Laboratory of Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
| | - Jocelyn A Schroeder
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, Wisconsin.,Blood Research Institute, Versiti Wisconsin, Milwaukee, Wisconsin.,Children's Research Institute, Children's Wisconsin, Milwaukee, Wisconsin.,Midwest Athletes Against Childhood Cancer (MACC) Fund Research Center, Milwaukee, Wisconsin
| | - Chunyan Gao
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, Wisconsin.,Blood Research Institute, Versiti Wisconsin, Milwaukee, Wisconsin
| | - Jing Li
- Blood Research Institute, Versiti Wisconsin, Milwaukee, Wisconsin.,Department of Hematology, Fujian Institute of Hematology, Fujian Provincial Key Laboratory of Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
| | - Jianda Hu
- Department of Hematology, Fujian Institute of Hematology, Fujian Provincial Key Laboratory of Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
| | - Qizhen Shi
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, Wisconsin.,Blood Research Institute, Versiti Wisconsin, Milwaukee, Wisconsin.,Children's Research Institute, Children's Wisconsin, Milwaukee, Wisconsin.,Midwest Athletes Against Childhood Cancer (MACC) Fund Research Center, Milwaukee, Wisconsin
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6
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De Groot AS, Moise L, Terry F, Gutierrez AH, Hindocha P, Richard G, Hoft DF, Ross TM, Noe AR, Takahashi Y, Kotraiah V, Silk SE, Nielsen CM, Minassian AM, Ashfield R, Ardito M, Draper SJ, Martin WD. Better Epitope Discovery, Precision Immune Engineering, and Accelerated Vaccine Design Using Immunoinformatics Tools. Front Immunol 2020; 11:442. [PMID: 32318055 PMCID: PMC7154102 DOI: 10.3389/fimmu.2020.00442] [Citation(s) in RCA: 63] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Accepted: 02/26/2020] [Indexed: 12/19/2022] Open
Abstract
Computational vaccinology includes epitope mapping, antigen selection, and immunogen design using computational tools. Tools that facilitate the in silico prediction of immune response to biothreats, emerging infectious diseases, and cancers can accelerate the design of novel and next generation vaccines and their delivery to the clinic. Over the past 20 years, vaccinologists, bioinformatics experts, and advanced programmers based in Providence, Rhode Island, USA have advanced the development of an integrated toolkit for vaccine design called iVAX, that is secure and user-accessible by internet. This integrated set of immunoinformatic tools comprises algorithms for scoring and triaging candidate antigens, selecting immunogenic and conserved T cell epitopes, re-engineering or eliminating regulatory T cell epitopes, and re-designing antigens to induce immunogenicity and protection against disease for humans and livestock. Commercial and academic applications of iVAX have included identifying immunogenic T cell epitopes in the development of a T-cell based human multi-epitope Q fever vaccine, designing novel influenza vaccines, identifying cross-conserved T cell epitopes for a malaria vaccine, and analyzing immune responses in clinical vaccine studies. Animal vaccine applications to date have included viral infections of pigs such as swine influenza A, PCV2, and African Swine Fever. “Rapid-Fire” applications for biodefense have included a demonstration project for Lassa Fever and Q fever. As recent infectious disease outbreaks underscore the significance of vaccine-driven preparedness, the integrated set of tools available on the iVAX toolkit stand ready to help vaccine developers deliver genome-derived, epitope-driven vaccines.
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Affiliation(s)
- Anne S De Groot
- EpiVax, Inc., Providence, RI, United States.,Institute for Immunology and Informatics, Providence, RI, United States
| | - Leonard Moise
- EpiVax, Inc., Providence, RI, United States.,Institute for Immunology and Informatics, Providence, RI, United States
| | | | - Andres H Gutierrez
- EpiVax, Inc., Providence, RI, United States.,Institute for Immunology and Informatics, Providence, RI, United States
| | | | | | - Daniel Fredric Hoft
- Departments of Molecular Microbiology & Immunology and Internal Medicine, Division of Infectious Diseases, Allergy & Immunology, Saint Louis University, St. Louis, MO, United States
| | - Ted M Ross
- Center for Vaccines and Immunology, University of Georgia, Athens, GA, United States
| | - Amy R Noe
- Leidos Life Sciences, Frederick, MD, United States
| | | | | | - Sarah E Silk
- Jenner Institute, University of Oxford, Oxford, United Kingdom
| | | | | | | | | | - Simon J Draper
- Jenner Institute, University of Oxford, Oxford, United Kingdom
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