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Brown ME, Thirawatananond P, Peters LD, Kern EJ, Vijay S, Sachs LK, Posgai AL, Brusko MA, Shapiro MR, Mathews CE, Bacher R, Brusko TM. Inhibition of CD226 co-stimulation suppresses diabetes development in the NOD mouse by augmenting regulatory T cells and diminishing effector T cell function. Diabetologia 2025; 68:397-418. [PMID: 39636437 PMCID: PMC11732877 DOI: 10.1007/s00125-024-06329-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Accepted: 10/10/2024] [Indexed: 12/07/2024]
Abstract
AIMS/HYPOTHESIS Immunotherapeutics targeting T cells are crucial for inhibiting autoimmune disease progression proximal to disease onset in type 1 diabetes. There is an outstanding need to augment the durability and effectiveness of T cell targeting therapies by directly restraining proinflammatory T cell subsets, while simultaneously augmenting regulatory T cell (Treg) activity. Here, we present a novel strategy for preventing diabetes incidence in the NOD mouse model using a blocking monoclonal antibody targeting the type 1 diabetes risk-associated T cell co-stimulatory receptor, CD226. METHODS Female NOD mice were treated with anti-CD226 at 7-8 weeks of age and then monitored for diabetes incidence and therapeutic mechanism of action. RESULTS Compared with isotype-treated controls, anti-CD226-treated NOD mice showed reduced insulitis severity (0.84-fold, p=0.0002) at 12 weeks and decreased disease incidence (HR 0.41, p=0.015) at 30 weeks. Flow cytometric analysis performed 5 weeks post treatment demonstrated reduced proliferation of conventional CD4+ T cells (0.87-fold, p=0.030) and CD8+ (0.78-fold, p=0.0018) effector memory T cells in spleens of anti-CD226-treated mice. Phenotyping of pancreatic Tregs revealed increased CD25 expression (2.05-fold, p=0.0073) and signal transducer and activator of transcription 5 (STAT5) phosphorylation (1.39-fold, p=0.0007) following anti-CD226, with splenic Tregs displaying augmented suppression of CD4+ responder T cells (Tresps) (1.49-fold, p=0.0008, 1:2 Treg:Tresp) in vitro. Anti-CD226-treated mice exhibited reduced frequencies of islet-specific glucose-6-phosphatase catalytic subunit-related protein (IGRP)-reactive CD8+ T cells in the pancreas, using both ex vivo tetramer staining (0.50-fold, p=0.0317) and single-cell T cell receptor sequencing (0.61-fold, p=0.022) approaches. 51Cr-release assays demonstrated reduced cell-mediated lysis of beta cells (0.61-fold, p<0.0001, 1:1 effector:target) by anti-CD226-treated autoreactive cytotoxic T lymphocytes. CONCLUSIONS/INTERPRETATION CD226 blockade reduces T cell cytotoxicity and improves Treg function, representing a targeted and rational approach for restoring immune regulation in type 1 diabetes.
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MESH Headings
- Animals
- Mice, Inbred NOD
- Mice
- Diabetes Mellitus, Type 1/immunology
- Diabetes Mellitus, Type 1/metabolism
- T-Lymphocytes, Regulatory/immunology
- T-Lymphocytes, Regulatory/metabolism
- T-Lymphocytes, Regulatory/drug effects
- Female
- Antigens, Differentiation, T-Lymphocyte/metabolism
- Antigens, Differentiation, T-Lymphocyte/immunology
- T Lineage-Specific Activation Antigen 1
- Antibodies, Monoclonal/therapeutic use
- Antibodies, Monoclonal/pharmacology
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Affiliation(s)
- Matthew E Brown
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL, USA
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Puchong Thirawatananond
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL, USA
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Leeana D Peters
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL, USA
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Elizabeth J Kern
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL, USA
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Sonali Vijay
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL, USA
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Lindsey K Sachs
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL, USA
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Amanda L Posgai
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL, USA
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Maigan A Brusko
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL, USA
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Melanie R Shapiro
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL, USA
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Clayton E Mathews
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL, USA
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Rhonda Bacher
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL, USA
- Department of Biostatistics, College of Public Health and Health Professions, University of Florida, Gainesville, FL, USA
| | - Todd M Brusko
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL, USA.
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL, USA.
- Department of Pediatrics, College of Medicine, University of Florida, Gainesville, FL, USA.
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Florida, Gainesville, FL, USA.
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2
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Chen R, Zhang X, Li B, Tonetti MS, Yang Y, Li Y, Liu B, Qian S, Gu Y, Wang Q, Mao K, Cheng H, Lai H, Shi J. Progranulin-dependent repair function of regulatory T cells drives bone-fracture healing. J Clin Invest 2024; 135:e180679. [PMID: 39509336 PMCID: PMC11735098 DOI: 10.1172/jci180679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Accepted: 10/24/2024] [Indexed: 11/15/2024] Open
Abstract
Local immunoinflammatory events instruct skeletal stem cells (SSCs) to repair/regenerate bone after injury, but mechanisms are incompletely understood. We hypothesized that specialized Tregs are necessary for bone repair and interact directly with SSCs through organ-specific messages. Both in human patients with bone fracture and a mouse model of bone injury, we identified a bone injury-responding Treg subpopulation with bone-repair capacity marked by CCR8. Local production of CCL1 induced a massive migration of CCR8+ Tregs from periphery to the injury site. Depending on secretion of progranulin (PGRN), a protein encoded by the granulin (Grn) gene, CCR8+ Tregs supported the accumulation and osteogenic differentiation of SSCs and thereby bone repair. Mechanistically, we revealed that CCL1 enhanced expression levels of basic leucine zipper ATF-like transcription factor (BATF) in CCR8+ Tregs, which bound to the Grn promoter and increased Grn translational output and then PGRN secretion. Together, our work provides a new perspective in osteoimmunology and highlights possible ways of manipulating Treg signaling to enhance bone repair and regeneration.
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Affiliation(s)
- Ruiying Chen
- Department of Oral and Maxillofacial Implantology, Shanghai PerioImplant Innovation Center, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai, China
| | - Xiaomeng Zhang
- Department of Oral and Maxillofacial Implantology, Shanghai PerioImplant Innovation Center, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai, China
| | - Bin Li
- Center for Immune-Related Diseases at Shanghai Institute of Immunology, Department of Respiratory and Critical Care Medicine of Ruijin Hospital, Department of Thoracic Surgery of Ruijin Hospital, Department of Immunology and Microbiology, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Department of Integrated TCM & Western Medicine, Shanghai Skin Disease Hospital, School of Medicine, Tongji University, Shanghai, China
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University, Shanghai, China
- Department of Oncology, Department of Hepatobiliary Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Maurizio S. Tonetti
- Department of Oral and Maxillofacial Implantology, Shanghai PerioImplant Innovation Center, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai, China
| | - Yijie Yang
- Department of Oral and Maxillofacial Implantology, Shanghai PerioImplant Innovation Center, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai, China
| | - Yuan Li
- Department of Oral and Maxillofacial Implantology, Shanghai PerioImplant Innovation Center, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai, China
| | - Beilei Liu
- Department of Oral and Maxillofacial Implantology, Shanghai PerioImplant Innovation Center, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai, China
| | - Shujiao Qian
- Department of Oral and Maxillofacial Implantology, Shanghai PerioImplant Innovation Center, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai, China
| | - Yingxin Gu
- Department of Oral and Maxillofacial Implantology, Shanghai PerioImplant Innovation Center, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai, China
| | - Qingwen Wang
- Shenzhen Key Laboratory of Immunity and Inflammatory Diseases, Shenzhen, Guangdong, China
- Department of Rheumatism and Immunology, Peking University Shenzhen Hospital, Guangdong, China
| | - Kairui Mao
- State Key Laboratory of Cellular Stress Biology, Innovation Center for Cell Signaling Network, School of Life Sciences, Xiamen University, Xiamen, China
| | - Hao Cheng
- Center for Immune-Related Diseases at Shanghai Institute of Immunology, Department of Respiratory and Critical Care Medicine of Ruijin Hospital, Department of Thoracic Surgery of Ruijin Hospital, Department of Immunology and Microbiology, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Department of Rheumatism and Immunology, Peking University Shenzhen Hospital, Guangdong, China
- Center for Cancer Immunology Research, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, China
| | - Hongchang Lai
- Department of Oral and Maxillofacial Implantology, Shanghai PerioImplant Innovation Center, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai, China
| | - Junyu Shi
- Department of Oral and Maxillofacial Implantology, Shanghai PerioImplant Innovation Center, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Jiao Tong University, National Center for Stomatology, National Clinical Research Center for Oral Diseases, Shanghai Key Laboratory of Stomatology, Shanghai, China
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3
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Akimova T, Wang L, Bartosh Z, Christensen LM, Eruslanov E, Singhal S, Aishwarya V, Hancock WW. Antisense targeting of FOXP3+ Tregs to boost anti-tumor immunity. Front Immunol 2024; 15:1426657. [PMID: 39234236 PMCID: PMC11371716 DOI: 10.3389/fimmu.2024.1426657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Accepted: 07/29/2024] [Indexed: 09/06/2024] Open
Abstract
Our goal is to improve the outcomes of cancer immunotherapy by targeting FOXP3+ T-regulatory (Treg) cells with a next generation of antisense oligonucleotides (ASO), termed FOXP3 AUMsilence ASO. We performed in vitro experiments with human healthy donor PBMC and clinical samples from patients with lung cancer, mesothelioma and melanoma, and tested our approach in vivo using ASO FOXP3 in syngeneic murine cancer models and in humanized mice. ASO FOXP3 had no effects on cell viability or cell division, did not affect expression of other FOXP members, but decreased expression of FOXP3 mRNA in PBMC by 54.9% and in cancer samples by 64.7%, with corresponding 41.0% (PBMC) and 60.0% (cancer) decreases of Treg numbers (all p<0.0001). Hence, intratumoral Treg were more sensitive to the effects of ASO FOXP3 than peripheral blood Tregs. Isolated human Treg, incubated with ASO FOXP3 for 3.5 hours, had significantly impaired suppressive function (66.4%) versus Scramble control. In murine studies, we observed a significant inhibition of tumor growth, while 13.6% (MC38) to 22% (TC1) of tumors were completely resorbed, in conjunction with ~50% decrease of Foxp3 mRNA by qPCR and decreased numbers of intratumoral Tregs. In addition, there were no changes in FOXP3 mRNA expression or in the numbers of Tregs in draining lymph nodes and in spleens of tumor bearing mice, confirming that intratumoral Treg had enhanced sensitivity to ASO FOXP3 in vivo compared to other Treg populations. ASO FOXP3 Treg targeting in vivo and in vitro was accompanied by significant downregulation of multiple exhaustion markers, and by increased expression of perforin and granzyme-B by intratumoral T cells. To conclude, we report that targeting the key Treg transcription factor FOXP3, with ASO FOXP3, has a powerful anti-tumoral effect and enhances T cell response in vitro and in vivo.
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Affiliation(s)
- Tatiana Akimova
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Children’s Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
- AUM Biotech, LLC., Philadelphia, PA, United States
| | - Liqing Wang
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Children’s Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
| | - Zhanna Bartosh
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Children’s Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
- AUM Biotech, LLC., Philadelphia, PA, United States
| | - Lanette M. Christensen
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Children’s Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
| | - Evgeniy Eruslanov
- Division of Thoracic Surgery, Department of Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
| | - Sunil Singhal
- Division of Thoracic Surgery, Department of Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
| | | | - Wayne W. Hancock
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Children’s Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
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4
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Christensen LM, Akimova T, Wang L, Han R, Samanta A, Di Giorgio E, Hancock WW. T-regulatory cells require Sin3a for stable expression of Foxp3. Front Immunol 2024; 15:1444937. [PMID: 39156895 PMCID: PMC11327135 DOI: 10.3389/fimmu.2024.1444937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 07/08/2024] [Indexed: 08/20/2024] Open
Abstract
Histone deacetylases 1 and 2 play a major role in the transcriptional regulation of T-regulatory (Treg) cells via interactions with a myriad of coregulatory factors. Sin3a has been well established as a Hdac1/2 cofactor, while its role within Tregs has not been established. In this study, the effects of conditional deletion of Sin3a within Foxp3+ Tregs were evaluated. Developmental deletion of Sin3a from Foxp3+ Tregs resulted in the rapid onset of fatal autoimmunity. Treg numbers were greatly reduced, while residual Tregs had impaired suppressive function. Mice also showed effector T-cell activation, autoantibody production, and widespread tissue injury. Mechanistically, Sin3a deletion resulted in decreased transcription of Foxp3 with a complete lack of CNS2 CpG demethylation. In addition, Foxp3 protein stability was impaired with an increased ex-Treg population. Thus, Sin3a plays a critical role in the maintenance of Treg identity and function and is essential for the expression and stability of Foxp3.
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Affiliation(s)
- Lanette M. Christensen
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, The Children’s Hospital of Philadelphia, Philadelphia, PA, United States
| | - Tatiana Akimova
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, The Children’s Hospital of Philadelphia, Philadelphia, PA, United States
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Liqing Wang
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Rongxiang Han
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Arabinda Samanta
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, The Children’s Hospital of Philadelphia, Philadelphia, PA, United States
| | | | - Wayne W. Hancock
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, The Children’s Hospital of Philadelphia, Philadelphia, PA, United States
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, United States
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5
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Brown ME, Thirawatananond P, Peters LD, Kern EJ, Vijay S, Sachs LK, Posgai AL, Brusko MA, Shapiro MR, Mathews CE, Bacher R, Brusko TM. Inhibition of CD226 Co-Stimulation Suppresses Diabetes Development in the NOD Mouse by Augmenting Tregs and Diminishing Effector T Cell Function. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.16.603756. [PMID: 39071293 PMCID: PMC11275941 DOI: 10.1101/2024.07.16.603756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/30/2024]
Abstract
Aims/hypothesis Immunotherapeutics targeting T cells are crucial for inhibiting autoimmune disease progression proximal to disease onset in type 1 diabetes. A growing number of T cell-directed therapeutics have demonstrated partial therapeutic efficacy, with anti-CD3 (α-CD3) representing the only regulatory agency-approved drug capable of slowing disease progression through a mechanism involving the induction of partial T cell exhaustion. There is an outstanding need to augment the durability and effectiveness of T cell targeting by directly restraining proinflammatory T helper type 1 (Th1) and type 1 cytotoxic CD8+ T cell (Tc1) subsets, while simultaneously augmenting regulatory T cell (Treg) activity. Here, we present a novel strategy for reducing diabetes incidence in the NOD mouse model using a blocking monoclonal antibody targeting the type 1 diabetes-risk associated T cell co-stimulatory receptor, CD226. Methods Female NOD mice were treated with anti-CD226 between 7-8 weeks of age and then monitored for diabetes incidence and therapeutic mechanism of action. Results Compared to isotype-treated controls, anti-CD226 treated NOD mice showed reduced insulitis severity at 12 weeks and decreased disease incidence at 30 weeks. Flow cytometric analysis performed five weeks post-treatment demonstrated reduced proliferation of CD4+ and CD8+ effector memory T cells in spleens of anti-CD226 treated mice. Phenotyping of pancreatic Tregs revealed increased CD25 expression and STAT5 phosphorylation following anti-CD226, with splenic Tregs displaying augmented suppression of CD4+ T cell responders in vitro. Anti-CD226 treated mice exhibited reduced frequencies of islet-specific glucose-6-phosphatase catalytic subunit related protein (IGRP)-reactive CD8+ T cells in the pancreas, using both ex vivo tetramer staining and single-cell T cell receptor sequencing (scTCR-seq) approaches. 51Cr-release assays demonstrated reduced cell-mediated lysis of beta-cells by anti-CD226-treated autoreactive cytotoxic T lymphocytes. Conclusions/interpretation CD226 blockade reduces T cell cytotoxicity and improves Treg function, representing a targeted and rational approach for restoring immune regulation in type 1 diabetes.
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Affiliation(s)
- Matthew E. Brown
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL 32610
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL 32610
| | - Puchong Thirawatananond
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL 32610
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL 32610
| | - Leeana D. Peters
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL 32610
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL 32610
| | - Elizabeth J. Kern
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL 32610
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL 32610
| | - Sonali Vijay
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL 32610
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL 32610
| | - Lindsey K. Sachs
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL 32610
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL 32610
| | - Amanda L. Posgai
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL 32610
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL 32610
| | - Maigan A. Brusko
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL 32610
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL 32610
| | - Melanie R. Shapiro
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL 32610
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL 32610
| | - Clayton E. Mathews
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL 32610
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL 32610
| | - Rhonda Bacher
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL 32610
- Department of Biostatistics, College of Public Health and Health Professions, University of Florida, Gainesville, FL 32610
| | - Todd M. Brusko
- Diabetes Institute, College of Medicine, University of Florida, Gainesville, FL 32610
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL 32610
- Department of Pediatrics, College of Medicine, University of Florida, Gainesville, FL 32610
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Florida, Gainesville, FL 32610
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Patterson KC, Miller WT, Hancock WW, Akimova T. FOXP3+ regulatory T cells are associated with the severity and prognosis of sarcoidosis. Front Immunol 2023; 14:1301991. [PMID: 38173720 PMCID: PMC10761433 DOI: 10.3389/fimmu.2023.1301991] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 12/06/2023] [Indexed: 01/05/2024] Open
Abstract
Rationale Sarcoidosis is an inflammatory granulomatous disease of unknown etiology with predominant lung involvement. Organ involvement and disease severity, as well as the nature of immune alterations, vary among patients leading to a range of clinical phenotypes and outcomes. Our objective was to evaluate the association of disease course and immune responses in pulmonary sarcoidosis. Methods In this prospective cohort study of 30 subjects, most of whom were followed for one year, we evaluated 14 inflammatory markers in plasma, 13 Treg/T cell flow cytometry markers and 8 parameters of FOXP3+ Treg biology, including suppressive function, epigenetic features and stability. Results We identified a set of 13 immunological parameters that differ in sarcoidosis subjects in comparison with healthy donors. Five of those were inversely correlated with suppressive function of Tregs in sarcoidosis, and six (TNFα, TNFR I and II, sCD25, Ki-67 and number of Tregs) were particularly upregulated or increased in subjects with thoracic lymphadenopathy. Treg suppressive function was significantly lower in patients with thoracic lymphadenopathy, and in patients with higher burdens of pulmonary and systemic symptoms. A combination of five inflammatory markers, Ki-67 expression, Treg function, and lung diffusion capacity evaluated at study entry predicted need for therapy at one year follow-up in 90% of cases. Conclusion Tregs may suppress ongoing inflammation at local and systemic levels, and TNFα, TNFR I and II, sCD25 and Ki-67 emerge as attractive biomarkers for in vivo sarcoid inflammatory activity.
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Affiliation(s)
- Karen C. Patterson
- Division of Pulmonary, Allergy, and Critical Care Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Wallace T. Miller
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Wayne W. Hancock
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Children’s Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Tatiana Akimova
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Children’s Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
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7
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Martinelli M, Aguilar G, Lee DS, Kromer A, Nguyen N, Wilkins BJ, Akimova T, Beier UH, Ghanem LR. The poly(C)-binding protein Pcbp2 is essential for CD4 + T cell activation and proliferation. iScience 2022; 26:105860. [PMID: 36632062 PMCID: PMC9826892 DOI: 10.1016/j.isci.2022.105860] [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: 06/16/2022] [Revised: 11/16/2022] [Accepted: 12/18/2022] [Indexed: 12/24/2022] Open
Abstract
The RNA-binding protein Pcbp2 is widely expressed in the innate and adaptive immune systems and is essential for mouse development. To determine whether Pcbp2 is required for CD4+ T cell development and function, we derived mice with conditional Pcbp2 deletion in CD4+ T cells and assessed their overall phenotype and proliferative responses to activating stimuli. We found that Pcbp2 is essential for T conventional cell (Tconv) proliferation, working through regulation of co-stimulatory signaling. Pcbp2 deficiency in the CD4+ lineage did not impact Treg abundance in vivo or function in vitro. In addition, our data demonstrate a clear association between Pcbp2 control of Runx1 exon 6 splicing in CD4+ T cells and a specific role for Pcbp2 in the maintenance of peripheral CD4+ lymphocyte population size. Last, we show that Pcbp2 function is required for optimal in vivo Tconv cell activation in a T cell adoptive transfer colitis model system.
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Affiliation(s)
- Massimo Martinelli
- Division of Gastroenterology, Hepatology and Nutrition Division, The Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA,Department of Translational Medical Science, Section of Pediatrics, University of Naples “Federico II”, Naples 80131, Italy
| | - Gabrielle Aguilar
- Division of Gastroenterology, Hepatology and Nutrition Division, The Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - David S.M. Lee
- Department of Genetics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA,Institute for Biomedical Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Andrew Kromer
- Division of Gastroenterology, Hepatology and Nutrition Division, The Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Nhu Nguyen
- Division of Gastroenterology, Hepatology and Nutrition Division, The Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Benjamin J. Wilkins
- Division of Anatomic Pathology, The Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA,Department of Pathology and Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Tatiana Akimova
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Ulf H. Beier
- Division of Nephrology, The Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Louis R. Ghanem
- Division of Gastroenterology, Hepatology and Nutrition Division, The Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA,Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA,Corresponding author
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8
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Lam AJ, Haque M, Ward-Hartstonge KA, Uday P, Wardell CM, Gillies JK, Speck M, Mojibian M, Klein Geltink RI, Levings MK. PTEN is required for human Treg suppression of costimulation in vitro. Eur J Immunol 2022; 52:1482-1497. [PMID: 35746855 DOI: 10.1002/eji.202249888] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 05/18/2022] [Accepted: 06/10/2022] [Indexed: 11/07/2022]
Abstract
Regulatory T cell (Treg) therapy is under clinical investigation for the treatment of transplant rejection, autoimmune disease, and graft-versus-host disease. With the advent of genome editing, attention has turned to reinforcing Treg function for therapeutic benefit. A hallmark of Tregs is dampened activation of PI3K-AKT signalling, of which PTEN is a major negative regulator. Loss-of-function studies of PTEN, however, have not conclusively shown a requirement for PTEN in upholding Treg function and stability. Using CRISPR-based genome editing in human Tregs, we show that PTEN ablation does not cause a global defect in Treg function and stability; rather, it selectively blocks their ability to suppress antigen-presenting cells. PTEN-KO Tregs exhibit elevated glycolytic activity, upregulate FOXP3, maintain a Treg phenotype, and have no discernable defects in lineage stability. Functionally, PTEN is dispensable for human Treg-mediated inhibition of T cell activity in vitro and in vivo, but is required for suppression of costimulatory molecule expression by antigen-presenting cells. These data are the first to define a role for a signalling pathway in controlling a subset of human Treg activity. Moreover, they point to the functional necessity of PTEN-regulated PI3K-AKT activity for optimal human Treg function. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Avery J Lam
- BC Children's Hospital Research Institute, Vancouver, BC, V5Z 4H4, Canada.,Department of Surgery, University of British Columbia, Vancouver, BC, V5Z 1M9, Canada
| | - Manjurul Haque
- BC Children's Hospital Research Institute, Vancouver, BC, V5Z 4H4, Canada.,Department of Surgery, University of British Columbia, Vancouver, BC, V5Z 1M9, Canada
| | - Kirsten A Ward-Hartstonge
- BC Children's Hospital Research Institute, Vancouver, BC, V5Z 4H4, Canada.,Department of Surgery, University of British Columbia, Vancouver, BC, V5Z 1M9, Canada
| | - Prakruti Uday
- BC Children's Hospital Research Institute, Vancouver, BC, V5Z 4H4, Canada.,Department of Surgery, University of British Columbia, Vancouver, BC, V5Z 1M9, Canada
| | - Christine M Wardell
- BC Children's Hospital Research Institute, Vancouver, BC, V5Z 4H4, Canada.,Department of Surgery, University of British Columbia, Vancouver, BC, V5Z 1M9, Canada
| | - Jana K Gillies
- BC Children's Hospital Research Institute, Vancouver, BC, V5Z 4H4, Canada.,Department of Surgery, University of British Columbia, Vancouver, BC, V5Z 1M9, Canada
| | - Madeleine Speck
- BC Children's Hospital Research Institute, Vancouver, BC, V5Z 4H4, Canada.,Department of Surgery, University of British Columbia, Vancouver, BC, V5Z 1M9, Canada
| | - Majid Mojibian
- BC Children's Hospital Research Institute, Vancouver, BC, V5Z 4H4, Canada.,Department of Surgery, University of British Columbia, Vancouver, BC, V5Z 1M9, Canada
| | - Ramon I Klein Geltink
- BC Children's Hospital Research Institute, Vancouver, BC, V5Z 4H4, Canada.,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada.,Department of Molecular Oncology, BC Cancer Research, Vancouver, BC, V5Z 1L3, Canada
| | - Megan K Levings
- BC Children's Hospital Research Institute, Vancouver, BC, V5Z 4H4, Canada.,Department of Surgery, University of British Columbia, Vancouver, BC, V5Z 1M9, Canada.,School of Biomedical Engineering, University of British Columbia, Vancouver, V6T 1Z3, Canada
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9
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Brown ME, Peters LD, Hanbali SR, Arnoletti JM, Sachs LK, Nguyen KQ, Carpenter EB, Seay HR, Fuhrman CA, Posgai AL, Shapiro MR, Brusko TM. Human CD4 +CD25 +CD226 - Tregs Demonstrate Increased Purity, Lineage Stability, and Suppressive Capacity Versus CD4 +CD25 +CD127 lo/- Tregs for Adoptive Cell Therapy. Front Immunol 2022; 13:873560. [PMID: 35693814 PMCID: PMC9178079 DOI: 10.3389/fimmu.2022.873560] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 04/28/2022] [Indexed: 01/21/2023] Open
Abstract
Regulatory T cell (Treg) adoptive cell therapy (ACT) represents an emerging strategy for restoring immune tolerance in autoimmune diseases. Tregs are commonly purified using a CD4+CD25+CD127lo/- gating strategy, which yields a mixed population: 1) cells expressing the transcription factors, FOXP3 and Helios, that canonically define lineage stable thymic Tregs and 2) unstable FOXP3+Helios- Tregs. Our prior work identified the autoimmune disease risk-associated locus and costimulatory molecule, CD226, as being highly expressed not only on effector T cells but also, interferon-γ (IFN-γ) producing peripheral Tregs (pTreg). Thus, we sought to determine whether isolating Tregs with a CD4+CD25+CD226- strategy yields a population with increased purity and suppressive capacity relative to CD4+CD25+CD127lo/- cells. After 14d of culture, expanded CD4+CD25+CD226- cells displayed a decreased proportion of pTregs relative to CD4+CD25+CD127lo/- cells, as measured by FOXP3+Helios- expression and the epigenetic signature at the FOXP3 Treg-specific demethylated region (TSDR). Furthermore, CD226- Tregs exhibited decreased production of the effector cytokines, IFN-γ, TNF, and IL-17A, along with increased expression of the immunoregulatory cytokine, TGF-β1. Lastly, CD226- Tregs demonstrated increased in vitro suppressive capacity as compared to their CD127lo/- counterparts. These data suggest that the exclusion of CD226-expressing cells during Treg sorting yields a population with increased purity, lineage stability, and suppressive capabilities, which may benefit Treg ACT for the treatment of autoimmune diseases.
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Affiliation(s)
- Matthew E. Brown
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL, United States
| | - Leeana D. Peters
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL, United States
| | - Seif R. Hanbali
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL, United States
| | - Juan M. Arnoletti
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL, United States
| | - Lindsey K. Sachs
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL, United States
| | - Kayla Q. Nguyen
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL, United States
| | - Emma B. Carpenter
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL, United States
| | - Howard R. Seay
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL, United States
- ROSALIND, Inc., San Diego, CA, United States
| | - Christopher A. Fuhrman
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL, United States
- NanoString Technologies, Inc., Seattle, WA, United States
| | - Amanda L. Posgai
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL, United States
| | - Melanie R. Shapiro
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL, United States
| | - Todd M. Brusko
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL, United States
- Department of Pediatrics, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL, United States
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10
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Trujillo-Vargas CM, Mauk KE, Hernandez H, de Souza RG, Yu Z, Galletti JG, Dietrich J, Paulsen F, de Paiva CS. Immune phenotype of the CD4 + T cells in the aged lymphoid organs and lacrimal glands. GeroScience 2022; 44:2105-2128. [PMID: 35279788 DOI: 10.1007/s11357-022-00529-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 02/11/2022] [Indexed: 02/07/2023] Open
Abstract
Aging is associated with a massive infiltration of T lymphocytes in the lacrimal gland. Here, we aimed to characterize the immune phenotype of aged CD4+ T cells in this tissue as compared with lymphoid organs. To perform this, we sorted regulatory T cells (Tregs, CD4+CD25+GITR+) and non-Tregs (CD4+CD25negGITRneg) in lymphoid organs from female C57BL/6J mice and subjected these cells to an immunology NanoString® panel. These results were confirmed by flow cytometry, live imaging, and tissue immunostaining in the lacrimal gland. Importantly, effector T helper 1 (Th1) genes were highly upregulated on aged Tregs, including the master regulator Tbx21. Among the non-Tregs, we also found a significant increase in the levels of EOMESmed/high, TbetnegIFN-γ+, and CD62L+CD44negCD4+ T cells with aging, which are associated with cell exhaustion, immunopathology, and the generation of tertiary lymphoid tissue. At the functional level, aged Tregs from lymphoid organs are less able to decrease proliferation and IFN-γ production of T responders at any age. More importantly, human lacrimal glands (age range 55-81 years) also showed the presence of CD4+Foxp3+ cells. Further studies are needed to propose potential molecular targets to avoid immune-mediated lacrimal gland dysfunction with aging.
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Affiliation(s)
- Claudia M Trujillo-Vargas
- Grupo de Inmunodeficiencias Primarias, Facultad de Medicina, Universidad de Antioquia, UdeA, Medellín, Colombia.,Department of Ophthalmology, Ocular Surface Center, Cullen Eye Institute, Baylor College of Medicine, 6565 Fannin Street, Houston, TX, NC 505G, USA
| | - Kelsey E Mauk
- Graduate Program in Immunology & Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Humberto Hernandez
- Department of Ophthalmology, Ocular Surface Center, Cullen Eye Institute, Baylor College of Medicine, 6565 Fannin Street, Houston, TX, NC 505G, USA
| | - Rodrigo G de Souza
- Department of Ophthalmology, Ocular Surface Center, Cullen Eye Institute, Baylor College of Medicine, 6565 Fannin Street, Houston, TX, NC 505G, USA
| | - Zhiyuan Yu
- Department of Ophthalmology, Ocular Surface Center, Cullen Eye Institute, Baylor College of Medicine, 6565 Fannin Street, Houston, TX, NC 505G, USA
| | - Jeremias G Galletti
- Institute of Experimental Medicine, CONICET-National Academy of Medicine of Buenos Aires, Buenos Aires, Argentina
| | - Jana Dietrich
- Institute of Functional and Clinical Anatomy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Friedrich Paulsen
- Institute of Functional and Clinical Anatomy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Cintia S de Paiva
- Department of Ophthalmology, Ocular Surface Center, Cullen Eye Institute, Baylor College of Medicine, 6565 Fannin Street, Houston, TX, NC 505G, USA.
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11
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Perazzio SF, Palmeira P, Moraes-Vasconcelos D, Rangel-Santos A, de Oliveira JB, Andrade LEC, Carneiro-Sampaio M. A Critical Review on the Standardization and Quality Assessment of Nonfunctional Laboratory Tests Frequently Used to Identify Inborn Errors of Immunity. Front Immunol 2021; 12:721289. [PMID: 34858394 PMCID: PMC8630704 DOI: 10.3389/fimmu.2021.721289] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2021] [Accepted: 10/05/2021] [Indexed: 12/24/2022] Open
Abstract
Inborn errors of immunity (IEI), which were previously termed primary immunodeficiency diseases, represent a large and growing heterogeneous group of diseases that are mostly monogenic. In addition to increased susceptibility to infections, other clinical phenotypes have recently been associated with IEI, such as autoimmune disorders, severe allergies, autoinflammatory disorders, benign lymphoproliferative diseases, and malignant manifestations. The IUIS 2019 classification comprises 430 distinct defects that, although rare individually, represent a group affecting a significant number of patients, with an overall prevalence of 1:1,200-2,000 in the general population. Early IEI diagnosis is critical for appropriate therapy and genetic counseling, however, this process is deeply dependent on accurate laboratory tests. Despite the striking importance of laboratory data for clinical immunologists, several IEI-relevant immunoassays still lack standardization, including standardized protocols, reference materials, and external quality assessment programs. Moreover, well-established reference values mostly remain to be determined, especially for early ages, when the most severe conditions manifest and diagnosis is critical for patient survival. In this article, we intend to approach the issue of standardization and quality control of the nonfunctional diagnostic tests used for IEI, focusing on those frequently utilized in clinical practice. Herein, we will focus on discussing the issues of nonfunctional immunoassays (flow cytometry, enzyme-linked immunosorbent assays, and turbidimetry/nephelometry, among others), as defined by the pure quantification of proteins or cell subsets without cell activation or cell culture-based methods.
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Affiliation(s)
- Sandro Félix Perazzio
- Division of Rheumatology, Universidade Federal de São Paulo, Sao Paulo, Brazil
- Immunology Division, Fleury Medicine and Health Laboratory, Sao Paulo, Brazil
| | - Patricia Palmeira
- Laboratório de Investigação Médica (LIM-36), Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo (FMUSP), Sao Paulo, Brazil
| | - Dewton Moraes-Vasconcelos
- Laboratório de Investigação Médica (LIM-56), Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo (FMUSP), Sao Paulo, Brazil
| | - Andréia Rangel-Santos
- Laboratório de Investigação Médica (LIM-36), Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo (FMUSP), Sao Paulo, Brazil
| | | | - Luis Eduardo Coelho Andrade
- Division of Rheumatology, Universidade Federal de São Paulo, Sao Paulo, Brazil
- Immunology Division, Fleury Medicine and Health Laboratory, Sao Paulo, Brazil
| | - Magda Carneiro-Sampaio
- Laboratório de Investigação Médica (LIM-36), Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo (FMUSP), Sao Paulo, Brazil
- Department of Pediatrics, Faculdade de Medicina da Universidade de São Paulo (FMUSP), Sao Paulo, Brazil
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12
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Lam AJ, Uday P, Gillies JK, Levings MK. Helios is a marker, not a driver, of human Treg stability. Eur J Immunol 2021; 52:75-84. [PMID: 34561855 DOI: 10.1002/eji.202149318] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 08/24/2021] [Accepted: 09/13/2021] [Indexed: 12/13/2022]
Abstract
Treg therapy holds promise as a potentially curative approach to establish immune tolerance in transplantation and autoimmune disease. An outstanding question is whether therapeutic Tregs have the potential to transdifferentiate into effector T-cells and, thus, exacerbate rather than suppress immune responses. In mice, the transcription factor Helios is thought to promote Treg lineage stability in a range of inflammatory contexts. In humans, the role of Helios in Tregs is less clear, in part, due to the inability to enrich and study subsets of Helios-positive versus Helios-negative Tregs. Using an in vitro expansion system, we found that loss of high Helios expression and emergence of an intermediate Helios (Heliosmid )-expressing population correlated with Treg destabilization. We used CRISPR/Cas9 to genetically ablate Helios expression in human naive or memory Tregs and found that Helios-KO and unedited Tregs were equivalent in their suppressive function and stability in inflammation. Thus, high Helios expression is a marker, but not a driver, of human Treg stability in vitro. These data highlight the importance of monitoring Helios expression in therapeutic Treg manufacturing and provide new insight into the biological function of this transcription factor in human T-cells.
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Affiliation(s)
- Avery J Lam
- Department of Surgery, University of British Columbia, Vancouver, Canada.,BC Children's Hospital Research Institute, Vancouver, Canada
| | - Prakruti Uday
- Department of Surgery, University of British Columbia, Vancouver, Canada.,BC Children's Hospital Research Institute, Vancouver, Canada
| | - Jana K Gillies
- Department of Surgery, University of British Columbia, Vancouver, Canada.,BC Children's Hospital Research Institute, Vancouver, Canada
| | - Megan K Levings
- Department of Surgery, University of British Columbia, Vancouver, Canada.,BC Children's Hospital Research Institute, Vancouver, Canada.,School of Biomedical Engineering, University of British Columbia, Vancouver, Canada
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13
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Akimova T, Zhang T, Christensen LM, Wang Z, Han R, Negorev D, Samanta A, Sasson IE, Gaddapara T, Jiao J, Wang L, Bhatti TR, Levine MH, Diamond JM, Beier UH, Simmons RA, Cantu E, Wilkes DS, Lederer DJ, Anderson M, Christie JD, Hancock WW. Obesity-related IL-18 Impairs Treg Function and Promotes Lung Ischemia-reperfusion Injury. Am J Respir Crit Care Med 2021; 204:1060-1074. [PMID: 34346860 DOI: 10.1164/rccm.202012-4306oc] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
RATIONALE Primary graft dysfunction (PGD) is a severe form of acute lung injury, leading to increased early morbidity and mortality after lung transplantation. Obesity is a major health problem, and recipient obesity is one of the most significant risk factors for developing PGD. OBJECTIVES We hypothesized that T-regulatory (Treg) cells are able to dampen early ischemia/reperfusion events and thereby decrease risk of PGD, whereas that action is impaired in obese recipients. METHODS We evaluated Treg, T cells and inflammatory markers, plus clinical data, in 79 lung and 41 liver or kidney transplant recipients and studied two groups of mice on high fat diet (HFD), who developed ("inflammatory" HFD) or not ("healthy" HFD) low-grade inflammation with decreased Treg function. RESULTS We identified increased levels of IL-18 as a previously unrecognized mechanism that impairs Treg suppressive function in obese individuals. IL-18 decreases levels of FOXP3, the key Treg transcription factor, decreases FOXP3 di- and oligomerization and increases the ubiquitination and proteasomal degradation of FOXP3. IL-18-treated Tregs or Treg from obese mice fail to control PGD, while IL-18 inhibition ameliorates lung inflammation. The IL-18 driven impairment in Treg suppressive function pre-transplant was associated with increased risk and severity of PGD in clinical lung transplant recipients. CONCLUSION Obesity-related IL-18 induces Treg dysfunction that may contribute to the pathogenesis of PGD. Evaluation of Treg suppressive function along with IL-18 levels may serve as screening tools to identify pre-transplant obese recipients with increased risk of PGD.
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Affiliation(s)
- Tatiana Akimova
- University of Pennsylvania, 6572, Department of Pathology and Laboratory Medicine, Philadelphia, Pennsylvania, United States.,The Children's Hospital of Philadelphia, 6567, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Philadelphia, Pennsylvania, United States
| | - Tianyi Zhang
- The Children's Hospital of Philadelphia, 6567, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Philadelphia, Pennsylvania, United States
| | - Lanette M Christensen
- The Children's Hospital of Philadelphia, 6567, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Philadelphia, Pennsylvania, United States
| | - Zhonglin Wang
- University of Pennsylvania, 6572, Division of Transplant Surgery, Department of Surgery, Philadelphia, Pennsylvania, United States
| | - Rongxiang Han
- University of Pennsylvania, 6572, Department of Pathology and Laboratory Medicine, Philadelphia, Pennsylvania, United States.,The Children's Hospital of Philadelphia, 6567, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Philadelphia, Pennsylvania, United States
| | - Dmitry Negorev
- University of Pennsylvania, 6572, Department of Pathology and Laboratory Medicine, Philadelphia, Pennsylvania, United States.,The Children's Hospital of Philadelphia, 6567, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Philadelphia, Pennsylvania, United States
| | - Arabinda Samanta
- University of Pennsylvania, 6572, Department of Pathology and Laboratory Medicine, Philadelphia, Pennsylvania, United States.,The Children's Hospital of Philadelphia, 6567, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Philadelphia, Pennsylvania, United States
| | - Isaac E Sasson
- University of Pennsylvania, 6572, Department of Obstetrics and Gynecology, Philadelphia, Pennsylvania, United States
| | - Trivikram Gaddapara
- University of Pennsylvania, 6572, Department of Pediatrics, Philadelphia, Pennsylvania, United States
| | - Jing Jiao
- The Children's Hospital of Philadelphia, 6567, Division of Nephrology, Department of Pediatrics, Philadelphia, Pennsylvania, United States.,University of Pennsylvania, 6572, Pathology, Philadelphia, Pennsylvania, United States
| | - Liqing Wang
- University of Pennsylvania, 6572, Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Philadelphia, Pennsylvania, United States.,The Children's Hospital of Philadelphia, 6567, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Philadelphia, Pennsylvania, United States
| | - Tricia R Bhatti
- University of Pennsylvania, 6572, Department of Pathology and Laboratory Medicine, Philadelphia, Pennsylvania, United States.,The Children's Hospital of Philadelphia, 6567, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Philadelphia, Pennsylvania, United States
| | - Matthew H Levine
- University of Pennsylvania, 6572, Division of Transplant Surgery, Department of Surgery, Philadelphia, Pennsylvania, United States
| | - Joshua M Diamond
- University of Pennsylvania, 6572, Pulmonary/Critical Care, Philadelphia, Pennsylvania, United States
| | - Ulf H Beier
- The Children's Hospital of Philadelphia, 6567, Division of Nephrology, Department of Pediatrics, Philadelphia, Pennsylvania, United States.,University of Pennsylvania Perelman School of Medicine, 14640, Philadelphia, Pennsylvania, United States
| | - Rebecca A Simmons
- The Children's Hospital of Philadelphia, 6567, Department of Pediatrics, Philadelphia, Pennsylvania, United States
| | - Edward Cantu
- University of Pennsylvania Perelman School of Medicine, 14640, Surgery, Philadelphia, Pennsylvania, United States
| | - David S Wilkes
- Indiana University School of Medicine, 12250, Division of Pulmonary, Allergy, Critical Care, and Occupational Medicine, Indianapolis, Indiana, United States.,University of Virginia School of Medicine, 12349, Charlottesville, Virginia, United States
| | - David J Lederer
- Columbia University Vagelos College of Physicians and Surgeons, 12294, Division of Pulmonary, Allergy, and Critical Care Medicine, New York, New York, United States.,Regeneron Pharmaceuticals Inc, 7845, Tarrytown, New York, United States
| | - Michaela Anderson
- Columbia University Medical Center, 21611, Medicine, New York, New York, United States
| | - Jason D Christie
- University of Pennsylvania, 6572, Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, Philadelphia, Pennsylvania, United States.,University of Pennsylvania, 6572, Division of Cardiovascular Surgery, Department of Surgery, Philadelphia, Pennsylvania, United States
| | - Wayne W Hancock
- University of Pennsylvania, 6572, Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Philadelphia, Pennsylvania, United States.,The Children's Hospital of Philadelphia, 6567, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Philadelphia, Pennsylvania, United States;
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14
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Lam AJ, Lin DTS, Gillies JK, Uday P, Pesenacker AM, Kobor MS, Levings MK. Optimized CRISPR-mediated gene knockin reveals FOXP3-independent maintenance of human Treg identity. Cell Rep 2021; 36:109494. [PMID: 34348163 DOI: 10.1016/j.celrep.2021.109494] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 06/28/2021] [Accepted: 07/14/2021] [Indexed: 12/30/2022] Open
Abstract
Regulatory T cell (Treg) therapy is a promising curative approach for a variety of immune-mediated conditions. CRISPR-based genome editing allows precise insertion of transgenes through homology-directed repair, but its use in human Tregs has been limited. We report an optimized protocol for CRISPR-mediated gene knockin in human Tregs with high-yield expansion. To establish a benchmark of human Treg dysfunction, we target the master transcription factor FOXP3 in naive and memory Tregs. Although FOXP3-ablated Tregs upregulate cytokine expression, effects on suppressive capacity in vitro manifest slowly and primarily in memory Tregs. Moreover, FOXP3-ablated Tregs retain their characteristic protein, transcriptional, and DNA methylation profile. Instead, FOXP3 maintains DNA methylation at regions enriched for AP-1 binding sites. Thus, although FOXP3 is important for human Treg development, it has a limited role in maintaining mature Treg identity. Optimized gene knockin with human Tregs will enable mechanistic studies and the development of tailored, next-generation Treg cell therapies.
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Affiliation(s)
- Avery J Lam
- Department of Surgery, University of British Columbia, Vancouver, BC V5Z 1M9, Canada; BC Children's Hospital Research Institute, Vancouver, BC V5Z 4H4, Canada
| | - David T S Lin
- BC Children's Hospital Research Institute, Vancouver, BC V5Z 4H4, Canada; Department of Medical Genetics, University of British Columbia, Vancouver, BC V6H 3N1, Canada
| | - Jana K Gillies
- Department of Surgery, University of British Columbia, Vancouver, BC V5Z 1M9, Canada; BC Children's Hospital Research Institute, Vancouver, BC V5Z 4H4, Canada
| | - Prakruti Uday
- Department of Surgery, University of British Columbia, Vancouver, BC V5Z 1M9, Canada; BC Children's Hospital Research Institute, Vancouver, BC V5Z 4H4, Canada
| | - Anne M Pesenacker
- Department of Surgery, University of British Columbia, Vancouver, BC V5Z 1M9, Canada; BC Children's Hospital Research Institute, Vancouver, BC V5Z 4H4, Canada
| | - Michael S Kobor
- BC Children's Hospital Research Institute, Vancouver, BC V5Z 4H4, Canada; Department of Medical Genetics, University of British Columbia, Vancouver, BC V6H 3N1, Canada
| | - Megan K Levings
- Department of Surgery, University of British Columbia, Vancouver, BC V5Z 1M9, Canada; BC Children's Hospital Research Institute, Vancouver, BC V5Z 4H4, Canada; School of Biomedical Engineering, University of British Columbia, Vancouver, BC V6T 1Z3, Canada.
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15
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Xiong Y, Wang L, Di Giorgio E, Akimova T, Beier UH, Han R, Trevisanut M, Kalin JH, Cole PA, Hancock WW. Inhibiting the coregulator CoREST impairs Foxp3+ Treg function and promotes antitumor immunity. J Clin Invest 2020; 130:1830-1842. [PMID: 31917688 DOI: 10.1172/jci131375] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Accepted: 01/03/2020] [Indexed: 12/15/2022] Open
Abstract
Foxp3+ Tregs are key to immune homeostasis, but the contributions of various large, multiprotein complexes that regulate gene expression remain unexplored. We analyzed the role in Tregs of the evolutionarily conserved CoREST complex, consisting of a scaffolding protein, Rcor1 or Rcor2, plus Hdac1 or Hdac2 and Lsd1 enzymes. Rcor1, Rcor2, and Lsd1 were physically associated with Foxp3, and mice with conditional deletion of Rcor1 in Foxp3+ Tregs had decreased proportions of Tregs in peripheral lymphoid tissues and increased Treg expression of IL-2 and IFN-γ compared with what was found in WT cells. Mice with conditional deletion of the gene encoding Rcor1 in their Tregs had reduced suppression of homeostatic proliferation, inability to maintain long-term allograft survival despite costimulation blockade, and enhanced antitumor immunity in syngeneic models. Comparable findings were seen in WT mice treated with CoREST complex bivalent inhibitors, which also altered the phenotype of human Tregs and impaired their suppressive function. Our data point to the potential for therapeutic modulation of Treg functions by pharmacologic targeting of enzymatic components of the CoREST complex and contribute to an understanding of the biochemical and molecular mechanisms by which Foxp3 represses large gene sets and maintains the unique properties of this key immune cell.
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Affiliation(s)
- Yan Xiong
- Institute of Hepatobiliary Diseases of Wuhan University, Transplant Center of Wuhan University, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, China.,Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Liqing Wang
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Eros Di Giorgio
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.,Department of Medicine, Università degli Studi di Udine, Udine, Italy
| | - Tatiana Akimova
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Ulf H Beier
- Division of Nephrology, Department of Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Rongxiang Han
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Matteo Trevisanut
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.,Department of Medicine, Università degli Studi di Udine, Udine, Italy
| | - Jay H Kalin
- Departments of Medicine and Biological Chemistry and Molecular Pharmacology, Harvard Medical School and Division of Genetics, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Philip A Cole
- Departments of Medicine and Biological Chemistry and Molecular Pharmacology, Harvard Medical School and Division of Genetics, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Wayne W Hancock
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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16
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Wang L, Wang Z, Han R, Samanta A, Ge G, Levin LS, Levine MH, Hancock WW. Donor bone-marrow CXCR4+ Foxp3+ T-regulatory cells are essential for costimulation blockade-induced long-term survival of murine limb transplants. Sci Rep 2020; 10:9292. [PMID: 32518311 PMCID: PMC7283338 DOI: 10.1038/s41598-020-66139-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Accepted: 04/30/2020] [Indexed: 12/12/2022] Open
Abstract
Vascularized composite allotransplantation (VCA) allows tissue replacement after devastating loss but is currently limited in application and may be more widely performed if maintenance immunosuppression was not essential for graft acceptance. We tested whether peri-transplant costimulation blockade could prolong VCA survival and required donor bone-marrow cells, given that bone-marrow might promote graft immunogenicity or graft-versus-host disease. Peritransplant CD154 mAb/rapamycin (RPM) induced long-term orthotopic hindlimb VCA survival (BALB/c->C57BL/6), as did CTLA4Ig/RPM. Surprisingly, success of either protocol required a bone-marrow-associated, radiation-sensitive cell population, since long-bone removal or pre-transplant donor irradiation prevented long-term engraftment. Rejection also occurred if Rag1−/− donors were used, or if donors were treated with a CXCR4 inhibitor to mobilize donor BM cells pre-transplant. Donor bone-marrow contained a large population of Foxp3+ T-regulatory (Treg) cells, and donor Foxp3+ Treg depletion, by diphtheria toxin administration to DEREG donor mice whose Foxp3+ Treg cells expressed diphtheria toxin receptor, restored rejection with either protocol. Rejection also occurred if CXCR4 was deleted from donor Tregs pre-transplant. Hence, long-term VCA survival is possible across a full MHC disparity using peritransplant costimulation blockade-based approaches, but unexpectedly, the efficacy of costimulation blockade requires the presence of a radiation-sensitive, CXCR4+ Foxp3+ Treg population resident within donor BM.
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Affiliation(s)
- Liqing Wang
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Disease, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Zhonglin Wang
- Department of Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Rongxiang Han
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Disease, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Arabinda Samanta
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Disease, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA, 19104, USA.,Department of Orthopaedic Surgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Guanghui Ge
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Disease, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - L Scott Levin
- Department of Orthopaedic Surgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA.,Department of Surgery, Division of Plastic Surgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Matthew H Levine
- Department of Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA.,Department of Surgery, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Wayne W Hancock
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Disease, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA, 19104, USA.
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17
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Irekeola AA, E. A. R. ENS, Mat Lazim N, Mohamud R, Yean CY, Shueb RH. Technical Considerations in Ex Vivo Human Regulatory T Cell Migration and Suppression Assays. Cells 2020; 9:cells9020487. [PMID: 32093265 PMCID: PMC7072784 DOI: 10.3390/cells9020487] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 02/17/2020] [Accepted: 02/19/2020] [Indexed: 12/16/2022] Open
Abstract
Regulatory T cells (Tregs) are renowned for maintaining homeostasis and self-tolerance through their ability to suppress immune responses. For over two decades, Tregs have been the subject of intensive research. The immunosuppressive and migratory potentials of Tregs have been exploited, especially in the areas of cancer, autoimmunity and vaccine development, and many assay protocols have since been developed. However, variations in assay conditions in different studies, as well as covert experimental factors, pose a great challenge to the reproducibility of results. Here, we focus on human Tregs derived from clinical samples and highlighted caveats that should be heeded when conducting Tregs suppression and migration assays. We particularly delineated how factors such as sample processing, choice of reagents and equipment, optimization and other experimental conditions could introduce bias into the assay, and we subsequently proffer recommendations to enhance reliability and reproducibility of results. It is hoped that prioritizing these factors will reduce the tendencies of generating false and misleading results, and thus, help improve our understanding and interpretation of Tregs functional studies.
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Affiliation(s)
- Ahmad Adebayo Irekeola
- Department of Medical Microbiology and Parasitology, School of Medical Sciences, Universiti Sains Malaysia, Health Campus, Kubang Kerian 16150, Kelantan, Malaysia; (A.A.I.); (E.N.S.E.A.R.); (C.Y.Y.)
- Microbiology Unit, Department of Biological Sciences, College of Natural and Applied Sciences, Summit University Offa, Offa PMB 4412, Kwara State, Nigeria
| | - Engku Nur Syafirah E. A. R.
- Department of Medical Microbiology and Parasitology, School of Medical Sciences, Universiti Sains Malaysia, Health Campus, Kubang Kerian 16150, Kelantan, Malaysia; (A.A.I.); (E.N.S.E.A.R.); (C.Y.Y.)
| | - Norhafiza Mat Lazim
- Department of Otorhinolaryngology-Head and Neck Surgery, School of Medical Sciences, Universiti Sains Malaysia, Health Campus, Kubang Kerian 16150, Kelantan, Malaysia;
| | - Rohimah Mohamud
- Department of Immunology, School of Medical Sciences, Universiti Sains Malaysia, Health Campus, Kubang Kerian 16150, Kelantan, Malaysia;
| | - Chan Yean Yean
- Department of Medical Microbiology and Parasitology, School of Medical Sciences, Universiti Sains Malaysia, Health Campus, Kubang Kerian 16150, Kelantan, Malaysia; (A.A.I.); (E.N.S.E.A.R.); (C.Y.Y.)
| | - Rafidah Hanim Shueb
- Department of Medical Microbiology and Parasitology, School of Medical Sciences, Universiti Sains Malaysia, Health Campus, Kubang Kerian 16150, Kelantan, Malaysia; (A.A.I.); (E.N.S.E.A.R.); (C.Y.Y.)
- Correspondence:
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18
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Vergani B, Sandrone G, Marchini M, Ripamonti C, Cellupica E, Galbiati E, Caprini G, Pavich G, Porro G, Rocchio I, Lattanzio M, Pezzuto M, Skorupska M, Cordella P, Pagani P, Pozzi P, Pomarico R, Modena D, Leoni F, Perego R, Fossati G, Steinkühler C, Stevenazzi A. Novel Benzohydroxamate-Based Potent and Selective Histone Deacetylase 6 (HDAC6) Inhibitors Bearing a Pentaheterocyclic Scaffold: Design, Synthesis, and Biological Evaluation. J Med Chem 2019; 62:10711-10739. [DOI: 10.1021/acs.jmedchem.9b01194] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- Barbara Vergani
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Giovanni Sandrone
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Mattia Marchini
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Chiara Ripamonti
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Edoardo Cellupica
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Elisabetta Galbiati
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Gianluca Caprini
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Gianfranco Pavich
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Giulia Porro
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Ilaria Rocchio
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Maria Lattanzio
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Marcello Pezzuto
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Malgorzata Skorupska
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Paola Cordella
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Paolo Pagani
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Pietro Pozzi
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Roberta Pomarico
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Daniela Modena
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Flavio Leoni
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Raffaella Perego
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Gianluca Fossati
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Christian Steinkühler
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
| | - Andrea Stevenazzi
- Preclinical R&D, Italfarmaco Group, Via dei Lavoratori 54, I-20092 Cinisello Balsamo, Milan, Italy
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19
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Wedel J, Stack MP, Seto T, Sheehan MM, Flynn EA, Stillman IE, Kong SW, Liu K, Briscoe DM. T Cell-Specific Adaptor Protein Regulates Mitochondrial Function and CD4 + T Regulatory Cell Activity In Vivo following Transplantation. THE JOURNAL OF IMMUNOLOGY 2019; 203:2328-2338. [PMID: 31541025 DOI: 10.4049/jimmunol.1801604] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Accepted: 08/10/2019] [Indexed: 12/29/2022]
Abstract
The T cell-specific adaptor protein (TSAd), encoded by the SH2D2A gene, is an intracellular molecule that binds Lck to elicit signals that result in cytokine production in CD4+ T effector cells (Teff). Nevertheless, using Sh2d2a knockout (KO; also called TSAd-/-) mice, we find that alloimmune CD4+ Teff responses are fully competent in vivo. Furthermore, and contrary to expectations, we find that allograft rejection is accelerated in KO recipients of MHC class II-mismatched B6.C-H-2bm12 heart transplants versus wild-type (WT) recipients. Also, KO recipients of fully MHC-mismatched cardiac allografts are resistant to the graft-prolonging effects of costimulatory blockade. Using adoptive transfer models, we find that KO T regulatory cells (Tregs) are less efficient in suppressing Teff function and they produce IFN-γ following mitogenic activation. In addition, pyrosequencing demonstrated higher levels of methylation of CpG regions within the Treg-specific demethylated region of KO versus WT Tregs, suggesting that TSAd, in part, promotes Treg stability. By Western blot, Lck is absent in the mitochondria of KO Tregs, and reactive oxygen species production by mitochondria is reduced in KO versus WT Tregs. Full transcriptomic analysis demonstrated that the key mechanism of TSAd function in Tregs relates to its effects on cellular activation rather than intrinsic effects on mitochondria/metabolism. Nevertheless, KO Tregs compensate for a lack of activation by increasing the number of mitochondria per cell. Thus, TSAd serves as a critical cell-intrinsic molecule in CD4+Foxp3+ Tregs to regulate the translocation of Lck to mitochondria, cellular activation responses, and the development of immunoregulation following solid organ transplantation.
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Affiliation(s)
- Johannes Wedel
- Transplant Research Program, Boston Children's Hospital, Boston, MA 02115.,Division of Nephrology, Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115.,Department of Pediatrics, Harvard Medical School, Boston, MA 02115
| | - Maria P Stack
- Transplant Research Program, Boston Children's Hospital, Boston, MA 02115.,Division of Nephrology, Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115.,Department of Pediatrics, Harvard Medical School, Boston, MA 02115
| | - Tatsuichiro Seto
- Transplant Research Program, Boston Children's Hospital, Boston, MA 02115.,Division of Nephrology, Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115.,Department of Pediatrics, Harvard Medical School, Boston, MA 02115
| | - Matthew M Sheehan
- Transplant Research Program, Boston Children's Hospital, Boston, MA 02115.,Division of Nephrology, Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115
| | - Evelyn A Flynn
- Transplant Research Program, Boston Children's Hospital, Boston, MA 02115.,Division of Nephrology, Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115.,Department of Pediatrics, Harvard Medical School, Boston, MA 02115
| | - Isaac E Stillman
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, MA 02215.,Department of Pathology, Harvard Medical School, Boston, MA 02115
| | - Sek Won Kong
- Department of Pediatrics, Harvard Medical School, Boston, MA 02115.,Computational Health Informatics Program, Boston Children's Hospital, Boston, MA 02115; and
| | - Kaifeng Liu
- Transplant Research Program, Boston Children's Hospital, Boston, MA 02115.,Division of Nephrology, Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115.,Department of Pediatrics, Harvard Medical School, Boston, MA 02115.,Division of Pulmonary Medicine, Department of Medicine, Boston Children's Hospital, Boston, MA 02115
| | - David M Briscoe
- Transplant Research Program, Boston Children's Hospital, Boston, MA 02115; .,Division of Nephrology, Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115.,Department of Pediatrics, Harvard Medical School, Boston, MA 02115
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20
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Issa F, Milward K, Goto R, Betts G, Wood KJ, Hester J. Transiently Activated Human Regulatory T Cells Upregulate BCL-XL Expression and Acquire a Functional Advantage in vivo. Front Immunol 2019; 10:889. [PMID: 31068951 PMCID: PMC6491764 DOI: 10.3389/fimmu.2019.00889] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2018] [Accepted: 04/05/2019] [Indexed: 01/08/2023] Open
Abstract
Regulatory T cells (Tregs) can control excessive or undesirable immune responses toward autoantigens, alloantigens, and pathogens. In transplantation, host immune responses against the allograft are suppressed through the use of immunosuppressive drugs, however this often results in life-threatening side effects including nephrotoxicity and an increased incidence of cancer and opportunistic infections. Tregs can control graft-vs.-host disease and transplant rejection in experimental models, providing impetus for the use of Tregs as a cellular therapy in clinical transplantation. One of the major barriers to the widespread use of Treg cellular therapy is the requirement to expand cells ex vivo to large numbers in order to alter the overall balance between regulatory and effector cells. Methods that enhance suppressive capacity thereby reducing the need for expansion are therefore of interest. Here, we have compared the function of freshly-isolated and ex vivo-manipulated human Tregs in a pre-clinical humanized mouse model of skin transplantation. Sorted human CD127loCD25+CD4+ Tregs were assessed in three different conditions: freshly-isolated, following transient in vitro activation with antiCD3/antiCD28 beads or after ex vivo-expansion for 2 weeks in the presence of antiCD3/antiCD28 beads and recombinant human IL2. While ex vivo-expansion of human Tregs increased their suppressive function moderately, transient in vitro-activation of freshly isolated Tregs resulted in a powerful enhancement of Treg activity sufficient to promote long-term graft survival of all transplants in vivo. In order to investigate the mechanisms responsible for these effects, we measured the expression of Treg-associated markers and susceptibility to apoptosis in activated Tregs. Transiently activated Tregs displayed enhanced survival and proliferation in vitro and in vivo. On a molecular level, Treg activation resulted in an increased expression of anti-apoptotic BCL2L1 (encoding BCL-XL) which may be at least partially responsible for the observed enhancement in function. Our results suggest that in vitro activation of human Tregs arms them with superior proliferative and survival abilities, enabling them to more effectively control alloresponses. Importantly, this transient activation results in a rapid functional enhancement of freshly-isolated Tregs, thereby providing an opportunity to eliminate the need for in vitro expansion in select circumstances. A protocol employing this technique would therefore benefit from a reduced requirement for large cell numbers for effective therapy.
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21
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Lieber AD, Beier UH, Xiao H, Wilkins BJ, Jiao J, Li XS, Schugar RC, Strauch CM, Wang Z, Brown JM, Hazen SL, Bokulich NA, Ruggles KV, Akimova T, Hancock WW, Blaser MJ. Loss of HDAC6 alters gut microbiota and worsens obesity. FASEB J 2019; 33:1098-1109. [PMID: 30102568 PMCID: PMC6355060 DOI: 10.1096/fj.201701586r] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2017] [Accepted: 07/23/2018] [Indexed: 01/09/2023]
Abstract
Alterations in gut microbiota are known to affect intestinal inflammation and obesity. Antibiotic treatment can affect weight gain by elimination of histone deacetylase (HDAC) inhibitor-producing microbes, which are anti-inflammatory by augmenting regulatory T (Treg) cells. We asked whether mice that lack HDAC6 and have potent suppressive Treg cells are protected from microbiota-induced accelerated weight gain. We crossed wild-type and HDAC6-deficient mice and subjected the offspring to perinatal penicillin, inducing weight gain via microbiota disturbance. We observed that male HDAC6-deficient mice were not protected and developed profoundly accelerated weight gain. The antibiotic-exposed HDAC6-deficient mice showed a mixed immune phenotype with increased CD4+ and CD8+ T-cell activation yet maintained the enhanced Treg cell-suppressive function phenotype characteristic of HDAC6-deficient mice. 16S rRNA sequencing of mouse fecal samples reveals that their microbiota diverged with time, with HDAC6 deletion altering microbiome composition. On a high-fat diet, HDAC6-deficient mice were depleted in representatives of the S24-7 family and Lactobacillus but enriched with Bacteroides and Parabacteroides; these changes are associated with obesity. Our findings further our understanding of the influence of HDACs on microbiome composition and are important for the development of HDAC6 inhibitors in the treatment of human diseases.-Lieber, A. D., Beier, U. H., Xiao, H., Wilkins, B. J., Jiao, J., Li, X. S., Schugar, R. C., Strauch, C. M., Wang, Z., Brown, J. M., Hazen, S. L., Bokulich, N. A., Ruggles, K. V., Akimova, T., Hancock, W. W., Blaser, M. J. Loss of HDAC6 alters gut microbiota and worsens obesity.
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Affiliation(s)
- Arnon D. Lieber
- Department of Medicine New York University School of Medicine (NYUSM), New York, New York, USA
- Department of Microbiology, New York University School of Medicine (NYUSM), New York, New York, USA
| | - Ulf H. Beier
- Division of Nephrology, Department of Pediatrics University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Haiyan Xiao
- Division of Nephrology, Department of Pediatrics University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Benjamin J. Wilkins
- Division of Anatomic Pathology, Department of Pathology and Laboratory Medicine, Children’s Hospital of Philadelphia, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jing Jiao
- Division of Nephrology, Department of Pediatrics University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Xinmin S. Li
- Department of Cellular and Molecular Medicine, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Rebecca C. Schugar
- Department of Cellular and Molecular Medicine, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Christopher M. Strauch
- Department of Cellular and Molecular Medicine, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Zeneng Wang
- Department of Cellular and Molecular Medicine, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - J. Mark Brown
- Department of Cellular and Molecular Medicine, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Stanley L. Hazen
- Department of Cellular and Molecular Medicine, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Nicholas A. Bokulich
- Department of Medicine New York University School of Medicine (NYUSM), New York, New York, USA
- Department of Microbiology, New York University School of Medicine (NYUSM), New York, New York, USA
| | - Kelly V. Ruggles
- Applied Bioinformatics Laboratories, New York University School of Medicine (NYUSM), New York, New York, USA
- Division of Translational Medicine, Department of Medicine, New York University School of Medicine (NYUSM), New York, New York, USA
| | - Tatiana Akimova
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Biesecker Center for Pediatric Liver Disease, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Wayne W. Hancock
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Biesecker Center for Pediatric Liver Disease, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Martin J. Blaser
- Department of Medicine New York University School of Medicine (NYUSM), New York, New York, USA
- Department of Microbiology, New York University School of Medicine (NYUSM), New York, New York, USA
- New York Harbor Department of Veterans Affairs Medical Center, New York, New York, USA
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22
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A New Approach for Advertising CTR Prediction Based on Deep Neural Network via Attention Mechanism. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2018; 2018:8056541. [PMID: 30302123 PMCID: PMC6158939 DOI: 10.1155/2018/8056541] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Accepted: 08/01/2018] [Indexed: 11/17/2022]
Abstract
Click-through rate prediction is critical in Internet advertising and affects web publisher's profits and advertiser's payment. The traditional method of obtaining features using feature extraction did not consider the sparseness of advertising data and the highly nonlinear association between features. To reduce the sparseness of data and to mine the hidden features in advertising data, a method that learns the sparse features is proposed. Our method exploits dimension reduction based on decomposition, takes advantage of the attention mechanism in neural network modelling, and improves FM to make feature interactions contribute differently to the prediction. We utilize stack autoencoder to explore high-order feature interactions and use improved FM for low-order feature interactions to portray the nonlinear associated relationship of features. The experiment shows that our method improves the effect of CTR prediction and produces economic benefits in Internet advertising.
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23
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Akimova T, Hancock WW. How little is known about the role of human FOXP3+ Tregs in tumors. Expert Opin Ther Targets 2018; 22:655-658. [PMID: 29989842 DOI: 10.1080/14728222.2018.1499728] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Tatiana Akimova
- a Pathology and Laboratory Medicine, Perelman School of Medicine , University of Pennsylvania , Philadelphia , PA , USA
| | - Wayne W Hancock
- a Pathology and Laboratory Medicine, Perelman School of Medicine , University of Pennsylvania , Philadelphia , PA , USA
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24
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Wang L, Beier UH, Akimova T, Dahiya S, Han R, Samanta A, Levine MH, Hancock WW. Histone/protein deacetylase inhibitor therapy for enhancement of Foxp3+ T-regulatory cell function posttransplantation. Am J Transplant 2018; 18:1596-1603. [PMID: 29603600 PMCID: PMC6035084 DOI: 10.1111/ajt.14749] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 03/20/2018] [Accepted: 03/22/2018] [Indexed: 01/25/2023]
Abstract
T-regulatory (Treg) cells are like other cells present throughout the body in being subject to biochemical modifications in response to extracellular signals. An important component of these responses involves changes in posttranslational modifications (PTMs) of histones and many nonhistone proteins, including phosphorylation/dephosphorylation, ubiquitination/deubiquitination, and acetylation/deacetylation. Foxp3, the key transcription factor of Tregs, is constantly being rapidly turned over, and a number of these PTMs determine its level of expression and activity. Of interest in the transplant setting, modulation of the acetylation or deacetylation of key lysine residues in Foxp3 can promote the stability and function, leading to increased Treg production and increased Treg suppressive activity. This mini-review focuses on recent data concerning the roles that histone/protein deacetylases (HDACs) play in control of Treg function, and how small molecule HDAC inhibitors can be used to promote Treg-dependent allograft survival in experimental models. These data are discussed in the light of increasing interest in the identification and clinical evaluation of isoform-selective HDAC inhibitors, and their potential application as tools to modulate Foxp3+ Treg cell numbers and function in transplant recipients.
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Affiliation(s)
- L. Wang
- Division of Transplant Immunology, Pathology and Laboratory Medicine, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - U. H. Beier
- Division of Nephrology, Department of Pediatrics, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA 19104, USA
| | - T. Akimova
- Division of Transplant Immunology, Pathology and Laboratory Medicine, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA,Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - S. Dahiya
- Division of Transplant Immunology, Pathology and Laboratory Medicine, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - R. Han
- Division of Transplant Immunology, Pathology and Laboratory Medicine, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - A. Samanta
- Division of Transplant Immunology, Pathology and Laboratory Medicine, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - M. H. Levine
- Division of Transplant Surgery, Department of Surgery, University of Pennsylvania, and Department of Surgery, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - W. W. Hancock
- Division of Transplant Immunology, Pathology and Laboratory Medicine, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA,Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, USA
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25
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An improved advertising CTR prediction approach based on the fuzzy deep neural network. PLoS One 2018; 13:e0190831. [PMID: 29727443 PMCID: PMC5935396 DOI: 10.1371/journal.pone.0190831] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2017] [Accepted: 12/20/2017] [Indexed: 11/19/2022] Open
Abstract
Combining a deep neural network with fuzzy theory, this paper proposes an advertising click-through rate (CTR) prediction approach based on a fuzzy deep neural network (FDNN). In this approach, fuzzy Gaussian-Bernoulli restricted Boltzmann machine (FGBRBM) is first applied to input raw data from advertising datasets. Next, fuzzy restricted Boltzmann machine (FRBM) is used to construct the fuzzy deep belief network (FDBN) with the unsupervised method layer by layer. Finally, fuzzy logistic regression (FLR) is utilized for modeling the CTR. The experimental results show that the proposed FDNN model outperforms several baseline models in terms of both data representation capability and robustness in advertising click log datasets with noise.
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Abstract
INTRODUCTION Regulatory T cells (Treg) characterized by expression of FOXP3 and strong immunosuppressive activity play a key role in regulating homeostasis in health and disease. Areas covered: Human Treg are highly diverse phenotypically and functionally. In the tumor microenvironment (TME), Treg are reprogrammed by the tumor, acquiring an activated phenotype and enhanced suppressor functions. No unique phenotypic markers for Treg accumulating in human tumors exist. Treg are heterogeneous and use numerous mechanisms to mediate suppression, which either silences anti-tumor immune surveillance or prevents tissue damage by activated T cells. Treg plasticity in the TME endows them with dual functionality. Treg frequency in tumors associates either with poor or improved survival. Treg responses to immune checkpoint inhibition (ICI) differ from the restorative effects ICIs induce in other immune cells. Therapies used to silence Treg, including ICIs, are only partly successful. Treg persistence and resistance to depletion are critical for maintaining homeostasis. Expert opinion: Treg emerge as a heterogeneous subset of immunosuppressive T cells, which usually, but not always, favor tumor progression. Treg are also engaged in non-immune activities that benefit the host. Therapeutic silencing of Treg in cancer requires a deeper understanding of Treg activities in human health and disease.
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Affiliation(s)
- Theresa L Whiteside
- a Departments of Pathology, Immunology and Otolaryngology , University of Pittsburgh School of Medicine, UPMC Hillman Cancer Center , Pittsburgh , PA , USA
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27
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Negorev D, Beier UH, Zhang T, Quatromoni JG, Bhojnagarwala P, Albelda SM, Singhal S, Eruslanov E, Lohoff FW, Levine MH, Diamond JM, Christie JD, Hancock WW, Akimova T. Human neutrophils can mimic myeloid-derived suppressor cells (PMN-MDSC) and suppress microbead or lectin-induced T cell proliferation through artefactual mechanisms. Sci Rep 2018; 8:3135. [PMID: 29453429 PMCID: PMC5816646 DOI: 10.1038/s41598-018-21450-6] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2017] [Accepted: 01/31/2018] [Indexed: 01/01/2023] Open
Abstract
We report that human conventional CD15+ neutrophils can be isolated in the peripheral blood mononuclear cell (PBMC) layer during Ficoll gradient separation, and that they can impair T cell proliferation in vitro without concomitant neutrophil activation and killing. This effect was observed in a total of 92 patients with organ transplants, lung cancer or anxiety/depression, and in 18 healthy donors. Although such features are typically associated in the literature with the presence of certain myeloid-derived suppressor cell (PMN-MDSC) populations, we found that commercial centrifuge tubes that contained membranes or gels for PBMC isolation led to up to 70% PBMC contamination by CD15+ neutrophils, with subsequent suppressive effects in certain cellular assays. In particular, the suppressive activity of human MDSC should not be evaluated using lectin or microbead stimulation, whereas assays involving soluble or plate-bound antibodies or MLR are unaffected. We conclude that CD15+ neutrophil contamination, and associated effects on suppressor assays, can lead to significant artefacts in studies of human PMN-MDSC.
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Affiliation(s)
- Dmitri Negorev
- The Pathology Bioresource, Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Ulf H Beier
- Division of Nephrology, Department of Pediatrics, Children's Hospital of Philadelphia and University of Pennsylvania, PA, 19104, Philadelphia, USA
| | - Tianyi Zhang
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA, USA
| | - Jon G Quatromoni
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania, 19104, Philadelphia, PA, USA
| | - Pratik Bhojnagarwala
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania, 19104, Philadelphia, PA, USA
| | - Steven M Albelda
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Sunil Singhal
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania, 19104, Philadelphia, PA, USA
| | - Evgeniy Eruslanov
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Falk W Lohoff
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism (NIAAA), National Institutes of Health (NIH), Bethesda, MD, 20892-154, USA
| | - Matthew H Levine
- Department of Surgery, Penn Transplant Institute, Hospital of the University of Pennsylvania and University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Joshua M Diamond
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jason D Christie
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Biostatistics and Epidemiology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Wayne W Hancock
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA, USA
| | - Tatiana Akimova
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA, USA.
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Akimova T, Zhang T, Negorev D, Singhal S, Stadanlick J, Rao A, Annunziata M, Levine MH, Beier UH, Diamond JM, Christie JD, Albelda SM, Eruslanov EB, Hancock WW. Human lung tumor FOXP3+ Tregs upregulate four "Treg-locking" transcription factors. JCI Insight 2017; 2:94075. [PMID: 28814673 DOI: 10.1172/jci.insight.94075] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2017] [Accepted: 07/19/2017] [Indexed: 12/15/2022] Open
Abstract
Experimental data indicate that FOXP3+ Tregs can markedly curtail host antitumor immune responses, but the properties of human intratumoral Tregs are still largely unknown, in part due to significant methodologic problems. We studied the phenotypic, functional, epigenetic, and transcriptional features of Tregs in 92 patients with non-small-cell lung cancer, comparing the features of Tregs within tumors versus corresponding blood, lung, and lymph node samples. Intratumoral Treg numbers and suppressive function were significantly increased compared with all other sites but did not display a distinctive phenotype by flow cytometry. However, by undertaking simultaneous evaluation of mRNA and protein expression at the single-cell level, we demonstrated that tumor Tregs have a phenotype characterized by upregulated expression of FOXP3 mRNA and protein as well as significantly increased expression of EOS, IRF4, SATB1, and GATA1 transcription factor mRNAs. Expression of these "Treg-locking" transcription factors was positively correlated with levels of FOXP3 mRNA, with highest correlations for EOS and SATB1. EOS had an additional, FOXP3 mRNA-independent, positive correlation with FOXP3 protein in tumor Tregs. Our study identifies distinctive features of intratumoral Tregs and suggests that targeting Treg-locking transcription factors, especially EOS, may be of clinical importance for antitumor Treg-based therapy.
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Affiliation(s)
- Tatiana Akimova
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Tianyi Zhang
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Dmitri Negorev
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Sunil Singhal
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jason Stadanlick
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Abhishek Rao
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Michael Annunziata
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Matthew H Levine
- Department of Surgery, Penn Transplant Institute, Hospital of the University of Pennsylvania and University of Pennsylvania, Philadelphia, Pennsylvania, USA. Department of Surgery, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Ulf H Beier
- Division of Nephrology, Department of Pediatrics, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Joshua M Diamond
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, and
| | - Jason D Christie
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, and.,Department of Biostatistics and Epidemiology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Steven M Albelda
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, and
| | - Evgeniy B Eruslanov
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Wayne W Hancock
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Histone/protein deacetylase 11 targeting promotes Foxp3+ Treg function. Sci Rep 2017; 7:8626. [PMID: 28819166 PMCID: PMC5561267 DOI: 10.1038/s41598-017-09211-3] [Citation(s) in RCA: 68] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Accepted: 07/21/2017] [Indexed: 12/13/2022] Open
Abstract
Current interest in Foxp3+ T-regulatory (Treg) cells as therapeutic targets in transplantation is largely focused on their harvesting pre-transplant, expansion and infusion post-transplantation. An alternate strategy of pharmacologic modulation of Treg function using histone/protein deacetylase inhibitors (HDACi) may allow more titratable and longer-term dosing. However, the effects of broadly acting HDACi vary, such that HDAC isoform-selective targeting is likely required. We report data from mice with constitutive or conditional deletion of HDAC11 within Foxp3+ Treg cells, and their use, along with small molecule HDAC11 inhibitors, in allograft models. Global HDAC11 deletion had no effect on health or development, and compared to WT controls, Foxp3+ Tregs lacking HDAC11 showed increased suppressive function, and increased expression of Foxp3 and TGF-β. Likewise, compared to WT recipients, conditional deletion of HDAC11 within Tregs led to long-term survival of fully MHC-mismatched cardiac allografts, and prevented development of transplant arteriosclerosis in an MHC class II-mismatched allograft model. The translational significance of HDAC11 targeting was shown by the ability of an HDAC11i to promote long-term allograft allografts in fully MHC-disparate strains. These data are powerful stimuli for the further development and testing of HDAC11-selective pharmacologic inhibitors, and may ultimately provide new therapies for transplantation and autoimmune diseases.
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The Effects of Tacrolimus on T-Cell Proliferation Are Short-Lived: A Pilot Analysis of Immune Function Testing. Transplant Direct 2017; 3:e199. [PMID: 28795150 PMCID: PMC5540637 DOI: 10.1097/txd.0000000000000715] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2017] [Accepted: 06/21/2017] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Optimal immunosuppression after organ transplant should balance the risks of rejection, infection, and malignancy while minimizing barriers to adherence including frequent or time-sensitive dosing. There is currently no reliable immune function assay to directly measure the degree of immunosuppression after transplantation. METHODS We developed an immune function assay to mea//sure T-cell proliferation after exposure to immunosuppression in vivo. We tested the assay in mice, and then piloted the approach using single time point samples, 11 pediatric kidney transplant recipients prescribed tacrolimus, mycophenolate, and prednisone 6 months to 5 years posttransplant, with no history of rejection, opportunistic infection, or cancer. Twelve healthy adults were controls. RESULTS We demonstrated that our assay can quantify suppression of murine T-cell proliferation after tacrolimus treatment in vivo. In humans, we found a mean 25% reduction in CD4 and CD8 T-cell proliferation in pediatric renal transplant recipients on triple immunosuppression compared with adult healthy controls, but the pilot results were not statistically significant nor correlated with serum tacrolimus levels. We observed that cell processing and washing reduced the effects of tacrolimus on T-cell proliferation, as did discontinuation of tacrolimus treatment shortly before sampling. CONCLUSIONS T-cell proliferation is currently not suitable to measure immunosuppression because sample processing diminishes observable effects. Future immune function testing should focus on fresh samples with minimal washing steps. Our results also emphasize the importance of adherence to immunosuppressive treatment, because T-cell proliferation recovered substantially after even brief discontinuation of tacrolimus.
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31
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Levine MH, Akimova T, Murken DR, Hancock WW. Regulatory T cell signatures in liver transplant recipients successfully weaned from immunosuppression: Getting from here to there. Liver Transpl 2017; 23:875-877. [PMID: 28508569 DOI: 10.1002/lt.24786] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2017] [Accepted: 05/09/2017] [Indexed: 01/13/2023]
Affiliation(s)
| | - Tatiana Akimova
- Pathology and Laboratory Medicine Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | | | - Wayne W Hancock
- Pathology and Laboratory Medicine Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
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32
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Angelin A, Gil-de-Gómez L, Dahiya S, Jiao J, Guo L, Levine MH, Wang Z, Quinn WJ, Kopinski PK, Wang L, Akimova T, Liu Y, Bhatti TR, Han R, Laskin BL, Baur JA, Blair IA, Wallace DC, Hancock WW, Beier UH. Foxp3 Reprograms T Cell Metabolism to Function in Low-Glucose, High-Lactate Environments. Cell Metab 2017; 25:1282-1293.e7. [PMID: 28416194 PMCID: PMC5462872 DOI: 10.1016/j.cmet.2016.12.018] [Citation(s) in RCA: 848] [Impact Index Per Article: 106.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Revised: 10/29/2016] [Accepted: 03/13/2017] [Indexed: 02/07/2023]
Abstract
Immune cells function in diverse metabolic environments. Tissues with low glucose and high lactate concentrations, such as the intestinal tract or ischemic tissues, frequently require immune responses to be more pro-tolerant, avoiding unwanted reactions against self-antigens or commensal bacteria. T-regulatory cells (Tregs) maintain peripheral tolerance, but how Tregs function in low-glucose, lactate-rich environments is unknown. We report that the Treg transcription factor Foxp3 reprograms T cell metabolism by suppressing Myc and glycolysis, enhancing oxidative phosphorylation, and increasing nicotinamide adenine dinucleotide oxidation. These adaptations allow Tregs a metabolic advantage in low-glucose, lactate-rich environments; they resist lactate-mediated suppression of T cell function and proliferation. This metabolic phenotype may explain how Tregs promote peripheral immune tolerance during tissue injury but also how cancer cells evade immune destruction in the tumor microenvironment. Understanding Treg metabolism may therefore lead to novel approaches for selective immune modulation in cancer and autoimmune diseases.
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Affiliation(s)
- Alessia Angelin
- Center for Mitochondrial and Epigenomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Luis Gil-de-Gómez
- Penn SRP Center, Center of Excellence in Environmental Toxicology and Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Satinder Dahiya
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Disease, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Jing Jiao
- Division of Nephrology and Department of Pediatrics, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Lili Guo
- Penn SRP Center, Center of Excellence in Environmental Toxicology and Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Matthew H Levine
- Department of Surgery, Penn Transplant Institute, Perelman School of Medicine, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Zhonglin Wang
- Department of Surgery, Penn Transplant Institute, Perelman School of Medicine, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA 19104, USA
| | - William J Quinn
- Department of Physiology and Institute of Diabetes, Obesity, and Metabolism, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Piotr K Kopinski
- Center for Mitochondrial and Epigenomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA; Howard Hughes Medical Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Liqing Wang
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Disease, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Tatiana Akimova
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Disease, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Yujie Liu
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Disease, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Tricia R Bhatti
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Disease, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Rongxiang Han
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Disease, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Benjamin L Laskin
- Division of Nephrology and Department of Pediatrics, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Joseph A Baur
- Department of Physiology and Institute of Diabetes, Obesity, and Metabolism, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Ian A Blair
- Penn SRP Center, Center of Excellence in Environmental Toxicology and Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Douglas C Wallace
- Center for Mitochondrial and Epigenomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA; Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Wayne W Hancock
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Disease, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Ulf H Beier
- Division of Nephrology and Department of Pediatrics, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA 19104, USA.
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Levine MH, Wang Z, Xiao H, Jiao J, Wang L, Bhatti TR, Hancock WW, Beier UH. Targeting Sirtuin-1 prolongs murine renal allograft survival and function. Kidney Int 2016; 89:1016-1026. [PMID: 27083279 PMCID: PMC4834143 DOI: 10.1016/j.kint.2015.12.051] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2015] [Revised: 12/02/2015] [Accepted: 12/17/2015] [Indexed: 01/06/2023]
Abstract
Current immunosuppressive medications used after transplantation have significant toxicities. Foxp3(+) T-regulatory cells can prevent allograft rejection without compromising protective host immunity. Interestingly, inhibiting the class III histone/protein deacetylase Sirtuin-1 can augment Foxp3(+) T-regulatory suppressive function through increasing Foxp3 acetylation. Here we determined whether Sirtuin-1 targeting can stabilize biological allograft function. BALB/c kidney allografts were transplanted into C57BL/6 recipients with a CD4-conditional deletion of Sirtuin-1 (Sirt1(fl/fl)CD4(cre)) or mice treated with a Sirtuin-1-specific inhibitor (EX-527), and the native kidneys removed. Blood chemistries and hematocrit were followed weekly. Sirt1(fl/fl)CD4(cre) recipients showed markedly longer survival and improved kidney function. Sirt1(fl/fl)CD4(cre) recipients exhibited donor-specific tolerance, accepted BALB/c, but rejected third-party C3H cardiac allografts. C57BL/6 recipients of BALB/c renal allografts that were treated with EX-527 showed improved survival and renal function at 1, but not 10 mg/kg/day. Pharmacologic inhibition of Sirtuin-1 also improved renal allograft survival and function with dosing effects having relevance to outcome. Thus, inhibiting Sirtuin-1 can be a useful asset in controlling T-cell-mediated rejection. However, effects on non-T cells that could adversely affect allograft survival and function merit consideration.
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Affiliation(s)
- Matthew H Levine
- Department of Surgery, Penn Transplant Institute, Perelman School of Medicine, University of Pennsylvania, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Zhonglin Wang
- Department of Surgery, Penn Transplant Institute, Perelman School of Medicine, University of Pennsylvania, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Haiyan Xiao
- Division of Nephrology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia and University of Pennsylvania, Philadelphia, PA, USA
| | - Jing Jiao
- Division of Nephrology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia and University of Pennsylvania, Philadelphia, PA, USA
| | - Liqing Wang
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine and Biesecker Center for Pediatric Liver Disease, Children's Hospital of Philadelphia, and University of Pennsylvania, Philadelphia, PA, USA
| | - Tricia R Bhatti
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine and Biesecker Center for Pediatric Liver Disease, Children's Hospital of Philadelphia, and University of Pennsylvania, Philadelphia, PA, USA
| | - Wayne W Hancock
- Division of Transplant Immunology, Department of Pathology and Laboratory Medicine and Biesecker Center for Pediatric Liver Disease, Children's Hospital of Philadelphia, and University of Pennsylvania, Philadelphia, PA, USA
| | - Ulf H Beier
- Division of Nephrology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia and University of Pennsylvania, Philadelphia, PA, USA.
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Xiao H, Jiao J, Wang L, O'Brien S, Newick K, Wang LCS, Falkensammer E, Liu Y, Han R, Kapoor V, Hansen FK, Kurz T, Hancock WW, Beier UH. HDAC5 controls the functions of Foxp3(+) T-regulatory and CD8(+) T cells. Int J Cancer 2016; 138:2477-86. [PMID: 26704363 DOI: 10.1002/ijc.29979] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2015] [Accepted: 12/14/2015] [Indexed: 12/13/2022]
Abstract
Histone/protein deacetylases (HDACs) are frequently upregulated in human malignancies and have therefore become therapeutic targets in cancer therapy. However, inhibiting certain HDAC isoforms can have protolerogenic effects on the immune system, which could make it easier for tumor cells to evade the host immune system. Therefore, a better understanding of how each HDAC isoform affects immune biology is needed to develop targeted cancer therapy. Here, we studied the immune phenotype of HDAC5(-/-) mice on a C57BL/6 background. While HDAC5(-/-) mice replicate at expected Mendelian ratios and do not develop overt autoimmune disease, their T-regulatory (Treg) cells show reduced suppressive function in vitro and in vivo. Likewise, CD4(+) T-cells lacking HDAC5 convert poorly to Tregs under appropriately polarizing conditions. To test if this attenuated Treg formation and suppressive function translated into improved anticancer immunity, we inoculated HDAC5(-/-) mice and littermate controls with a lung adenocarcinoma cell line. Cumulatively, lack of HDAC5 did not lead to better anticancer immunity. We found that CD8(+) T cells missing HDAC5 had a reduced ability to produce the cytokine, IFN-γ, in vitro and in vivo, which may offset the benefit of weakened Treg function and formation. Taken together, targeting HDAC5 weakens suppressive function and de-novo induction of Tregs, but also reduces the ability of CD8(+) T cells to produce IFN-γ.
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Affiliation(s)
- Haiyan Xiao
- Division of Nephrology, Department of Pediatrics, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Jing Jiao
- Division of Nephrology, Department of Pediatrics, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Liqing Wang
- Division of Transplant Immunology and Biesecker Center for Pediatric Liver Disease, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Shaun O'Brien
- Pulmonary, Allergy & Critical Care Division, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Kheng Newick
- Pulmonary, Allergy & Critical Care Division, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Liang-Chuan S Wang
- Pulmonary, Allergy & Critical Care Division, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Eva Falkensammer
- Division of Nephrology, Department of Pediatrics, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Yujie Liu
- Division of Transplant Immunology and Biesecker Center for Pediatric Liver Disease, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Rongxiang Han
- Division of Transplant Immunology and Biesecker Center for Pediatric Liver Disease, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Veena Kapoor
- Pulmonary, Allergy & Critical Care Division, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Finn K Hansen
- Institut für Pharmazeutische und Medizinische Chemie, Heinrich Heine Universität Düsseldorf, Universitätsstr. 1, Düsseldorf, Germany
| | - Thomas Kurz
- Institut für Pharmazeutische und Medizinische Chemie, Heinrich Heine Universität Düsseldorf, Universitätsstr. 1, Düsseldorf, Germany
| | - Wayne W Hancock
- Division of Transplant Immunology and Biesecker Center for Pediatric Liver Disease, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Ulf H Beier
- Division of Nephrology, Department of Pediatrics, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
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