Gene expression profile of human T cells following a single stimulation of peripheral blood mononuclear cells with anti-CD3 antibodies

Abstract Background Anti-CD3 immunotherapy was initially approved for clinical use for renal transplantation rejection prevention. Subsequently, new generations of anti-CD3 antibodies have entered clinical trials for a broader spectrum of therapeutic applications, including cancer and autoimmune dis...

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Main Authors: Isabel Garcia Sousa, Kelly Cristina Rodrigues Simi, Manuela Maragno do Almo, Maryani Andressa Gomes Bezerra, Gero Doose, Tainá Raiol, Peter F. Stadler, Steve Hoffmann, Andréa Queiroz Maranhão, Marcelo Macedo Brigido
Format: Article
Language:English
Published: BMC 2019-07-01
Series:BMC Genomics
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Online Access:http://link.springer.com/article/10.1186/s12864-019-5967-8
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author Isabel Garcia Sousa
Kelly Cristina Rodrigues Simi
Manuela Maragno do Almo
Maryani Andressa Gomes Bezerra
Gero Doose
Tainá Raiol
Peter F. Stadler
Steve Hoffmann
Andréa Queiroz Maranhão
Marcelo Macedo Brigido
author_facet Isabel Garcia Sousa
Kelly Cristina Rodrigues Simi
Manuela Maragno do Almo
Maryani Andressa Gomes Bezerra
Gero Doose
Tainá Raiol
Peter F. Stadler
Steve Hoffmann
Andréa Queiroz Maranhão
Marcelo Macedo Brigido
author_sort Isabel Garcia Sousa
collection DOAJ
description Abstract Background Anti-CD3 immunotherapy was initially approved for clinical use for renal transplantation rejection prevention. Subsequently, new generations of anti-CD3 antibodies have entered clinical trials for a broader spectrum of therapeutic applications, including cancer and autoimmune diseases. Despite their extensive use, little is known about the exact mechanism of these molecules, except that they are able to activate T cells, inducing an overall immunoregulatory and tolerogenic behavior. To better understand the effects of anti-CD3 antibodies on human T cells, PBMCs were stimulated, and then, we performed RNA-seq assays of enriched T cells to assess changes in their gene expression profiles. In this study, three different anti-CD3 antibodies were used for the stimulation: two recombinant antibody fragments, namely, a humanized and a chimeric FvFc molecule, and the prototype mouse mAb OKT3. Results Gene Ontology categories and individual immunoregulatory markers were compared, suggesting a similarity in modulated gene sets, mainly those for immunoregulatory and inflammatory terms. Upregulation of interleukin receptors, such as IL2RA, IL1R, IL12RB2, IL18R1, IL21R and IL23R, and of inhibitory molecules, such as FOXP3, CTLA4, TNFRSF18, LAG3 and PDCD1, were also observed, suggesting an inhibitory and exhausted phenotype. Conclusions We used a deep transcriptome sequencing method for comparing three anti-CD3 antibodies in terms of Gene Ontology enrichment and immunological marker expression. The present data showed that both recombinant antibodies induced a compatible expression profile, suggesting that they might be candidates for a closer evaluation with respect to their therapeutic value. Moreover, the proposed methodology is amenable to be more generally applied for molecular comparison of cell receptor dependent antibody therapy.
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spelling doaj.art-ddc89d2e50b348ad8f38428d7c1ae7e52022-12-22T03:41:51ZengBMCBMC Genomics1471-21642019-07-0120111410.1186/s12864-019-5967-8Gene expression profile of human T cells following a single stimulation of peripheral blood mononuclear cells with anti-CD3 antibodiesIsabel Garcia Sousa0Kelly Cristina Rodrigues Simi1Manuela Maragno do Almo2Maryani Andressa Gomes Bezerra3Gero Doose4Tainá Raiol5Peter F. Stadler6Steve Hoffmann7Andréa Queiroz Maranhão8Marcelo Macedo Brigido9Department of Cell Biology, Institute of Biological Sciences, University of BrasiliaMolecular Biology Graduation Program, Institute of Biological Sciences, University of BrasiliaMolecular Pathology Graduation Program, Medicine Faculty, University of BrasiliaMolecular Biology Graduation Program, Institute of Biological Sciences, University of BrasiliaBioinformatics Group, Department of Computer Science and Interdisciplinary Center of Bioinformatics, University of LeipzigFiocruz Brasilia, Oswaldo Cruz Foundation (GEREB/Fiocruz)Bioinformatics Group, Department of Computer Science and Interdisciplinary Center of Bioinformatics, University of LeipzigBioinformatics Group, Department of Computer Science and Interdisciplinary Center of Bioinformatics, University of LeipzigDepartment of Cell Biology, Institute of Biological Sciences, University of BrasiliaDepartment of Cell Biology, Institute of Biological Sciences, University of BrasiliaAbstract Background Anti-CD3 immunotherapy was initially approved for clinical use for renal transplantation rejection prevention. Subsequently, new generations of anti-CD3 antibodies have entered clinical trials for a broader spectrum of therapeutic applications, including cancer and autoimmune diseases. Despite their extensive use, little is known about the exact mechanism of these molecules, except that they are able to activate T cells, inducing an overall immunoregulatory and tolerogenic behavior. To better understand the effects of anti-CD3 antibodies on human T cells, PBMCs were stimulated, and then, we performed RNA-seq assays of enriched T cells to assess changes in their gene expression profiles. In this study, three different anti-CD3 antibodies were used for the stimulation: two recombinant antibody fragments, namely, a humanized and a chimeric FvFc molecule, and the prototype mouse mAb OKT3. Results Gene Ontology categories and individual immunoregulatory markers were compared, suggesting a similarity in modulated gene sets, mainly those for immunoregulatory and inflammatory terms. Upregulation of interleukin receptors, such as IL2RA, IL1R, IL12RB2, IL18R1, IL21R and IL23R, and of inhibitory molecules, such as FOXP3, CTLA4, TNFRSF18, LAG3 and PDCD1, were also observed, suggesting an inhibitory and exhausted phenotype. Conclusions We used a deep transcriptome sequencing method for comparing three anti-CD3 antibodies in terms of Gene Ontology enrichment and immunological marker expression. The present data showed that both recombinant antibodies induced a compatible expression profile, suggesting that they might be candidates for a closer evaluation with respect to their therapeutic value. Moreover, the proposed methodology is amenable to be more generally applied for molecular comparison of cell receptor dependent antibody therapy.http://link.springer.com/article/10.1186/s12864-019-5967-8Anti-CD3RNA-seqAntibody therapyRegulatory T cellsAntibody engineering
spellingShingle Isabel Garcia Sousa
Kelly Cristina Rodrigues Simi
Manuela Maragno do Almo
Maryani Andressa Gomes Bezerra
Gero Doose
Tainá Raiol
Peter F. Stadler
Steve Hoffmann
Andréa Queiroz Maranhão
Marcelo Macedo Brigido
Gene expression profile of human T cells following a single stimulation of peripheral blood mononuclear cells with anti-CD3 antibodies
BMC Genomics
Anti-CD3
RNA-seq
Antibody therapy
Regulatory T cells
Antibody engineering
title Gene expression profile of human T cells following a single stimulation of peripheral blood mononuclear cells with anti-CD3 antibodies
title_full Gene expression profile of human T cells following a single stimulation of peripheral blood mononuclear cells with anti-CD3 antibodies
title_fullStr Gene expression profile of human T cells following a single stimulation of peripheral blood mononuclear cells with anti-CD3 antibodies
title_full_unstemmed Gene expression profile of human T cells following a single stimulation of peripheral blood mononuclear cells with anti-CD3 antibodies
title_short Gene expression profile of human T cells following a single stimulation of peripheral blood mononuclear cells with anti-CD3 antibodies
title_sort gene expression profile of human t cells following a single stimulation of peripheral blood mononuclear cells with anti cd3 antibodies
topic Anti-CD3
RNA-seq
Antibody therapy
Regulatory T cells
Antibody engineering
url http://link.springer.com/article/10.1186/s12864-019-5967-8
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