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Upadhye A, Meza Landeros KE, Ramírez-Suástegui C, Schmiedel BJ, Woo E, Chee SJ, Malicki D, Coufal NG, Gonda D, Levy ML, Greenbaum JA, Seumois G, Crawford J, Roberts WD, Schoenberger SP, Cheroutre H, Ottensmeier CH, Vijayanand P, Ganesan AP. Intra-tumoral T cells in pediatric brain tumors display clonal expansion and effector properties. Nat Cancer 2024:10.1038/s43018-023-00706-9. [PMID: 38228835 DOI: 10.1038/s43018-023-00706-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 12/11/2023] [Indexed: 01/18/2024]
Abstract
Brain tumors in children are a devastating disease in a high proportion of patients. Owing to inconsistent results in clinical trials in unstratified patients, the role of immunotherapy remains unclear. We performed an in-depth survey of the single-cell transcriptomes and clonal relationship of intra-tumoral T cells from children with brain tumors. Our results demonstrate that a large fraction of T cells in the tumor tissue are clonally expanded with the potential to recognize tumor antigens. Such clonally expanded T cells display enrichment of transcripts linked to effector function, tissue residency, immune checkpoints and signatures of neoantigen-specific T cells and immunotherapy response. We identify neoantigens in pediatric brain tumors and show that neoantigen-specific T cell gene signatures are linked to better survival outcomes. Notably, among the patients in our cohort, we observe substantial heterogeneity in the degree of clonal expansion and magnitude of T cell response. Our findings suggest that characterization of intra-tumoral T cell responses may enable selection of patients for immunotherapy, an approach that requires prospective validation in clinical trials.
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Affiliation(s)
- Aditi Upadhye
- La Jolla Institute for Immunology, La Jolla, CA, USA
| | - Kevin E Meza Landeros
- La Jolla Institute for Immunology, La Jolla, CA, USA
- Center for Genomic Sciences, National Autonomous University of Mexico, Cuernavaca, Mexico
| | | | | | - Edwin Woo
- Southampton University Hospitals NHS Trust, Southampton, UK
| | - Serena J Chee
- Department of Respiratory Medicine, Liverpool Heart and Chest Hospital NHS Foundation Trust, Liverpool, UK
- Department of Molecular and Clinical Cancer Medicine, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK
| | - Denise Malicki
- Department of Pathology, University of California San Diego, La Jolla, CA, USA
- Rady Children's Hospital, San Diego, CA, USA
| | - Nicole G Coufal
- Rady Children's Hospital, San Diego, CA, USA
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - David Gonda
- Rady Children's Hospital, San Diego, CA, USA
- Department of Neurological Surgery, University of California San Diego, La Jolla, CA, USA
| | - Michael L Levy
- Rady Children's Hospital, San Diego, CA, USA
- Department of Neurological Surgery, University of California San Diego, La Jolla, CA, USA
| | | | | | - John Crawford
- Rady Children's Hospital, San Diego, CA, USA
- Department of Neurosciences, University of California San Diego, La Jolla, CA, USA
- Department of Pediatrics, University of California Irvine, Irvine, CA, USA
- Children's Hospital Orange County, Irvine, CA, USA
| | - William D Roberts
- Rady Children's Hospital, San Diego, CA, USA
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | | | | | - Christian H Ottensmeier
- La Jolla Institute for Immunology, La Jolla, CA, USA
- Department of Molecular and Clinical Cancer Medicine, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK
- Clatterbridge Cancer Center NHS Foundation Trust, Liverpool, UK
| | - Pandurangan Vijayanand
- La Jolla Institute for Immunology, La Jolla, CA, USA.
- Department of Molecular and Clinical Cancer Medicine, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK.
- Department of Medicine, University of California San Diego, La Jolla, CA, USA.
| | - Anusha-Preethi Ganesan
- La Jolla Institute for Immunology, La Jolla, CA, USA.
- Rady Children's Hospital, San Diego, CA, USA.
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA.
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2
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Pagadala M, Sears TJ, Wu VH, Pérez-Guijarro E, Kim H, Castro A, Talwar JV, Gonzalez-Colin C, Cao S, Schmiedel BJ, Goudarzi S, Kirani D, Au J, Zhang T, Landi T, Salem RM, Morris GP, Harismendy O, Patel SP, Alexandrov LB, Mesirov JP, Zanetti M, Day CP, Fan CC, Thompson WK, Merlino G, Gutkind JS, Vijayanand P, Carter H. Germline modifiers of the tumor immune microenvironment implicate drivers of cancer risk and immunotherapy response. Nat Commun 2023; 14:2744. [PMID: 37173324 PMCID: PMC10182072 DOI: 10.1038/s41467-023-38271-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 04/24/2023] [Indexed: 05/15/2023] Open
Abstract
With the continued promise of immunotherapy for treating cancer, understanding how host genetics contributes to the tumor immune microenvironment (TIME) is essential to tailoring cancer screening and treatment strategies. Here, we study 1084 eQTLs affecting the TIME found through analysis of The Cancer Genome Atlas and literature curation. These TIME eQTLs are enriched in areas of active transcription, and associate with gene expression in specific immune cell subsets, such as macrophages and dendritic cells. Polygenic score models built with TIME eQTLs reproducibly stratify cancer risk, survival and immune checkpoint blockade (ICB) response across independent cohorts. To assess whether an eQTL-informed approach could reveal potential cancer immunotherapy targets, we inhibit CTSS, a gene implicated by cancer risk and ICB response-associated polygenic models; CTSS inhibition results in slowed tumor growth and extended survival in vivo. These results validate the potential of integrating germline variation and TIME characteristics for uncovering potential targets for immunotherapy.
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Affiliation(s)
- Meghana Pagadala
- Biomedical Sciences Program, University of California San Diego, La Jolla, CA, 92093, USA
| | - Timothy J Sears
- Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, CA, 92093, USA
| | - Victoria H Wu
- Department of Pharmacology, UCSD Moores Cancer Center, La Jolla, CA, 92093, USA
| | - Eva Pérez-Guijarro
- Laboratory of Cancer Biology and Genetics, National Cancer Institute, National Institutes of Health (NIH), Bethesda, MD, 20892, USA
| | - Hyo Kim
- Undergraduate Bioengineering Program, Jacobs School of Engineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Andrea Castro
- Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, CA, 92093, USA
| | - James V Talwar
- Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, CA, 92093, USA
| | | | - Steven Cao
- Division of Epidemiology, Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, CA, 92093, USA
| | | | | | - Divya Kirani
- Undergraduate Biology and Bioinformatics Program, University of California San Diego, La Jolla, CA, 92093, USA
| | - Jessica Au
- Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, CA, 92093, USA
| | - Tongwu Zhang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health (NIH), Bethesda, MD, 20892, USA
| | - Teresa Landi
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health (NIH), Bethesda, MD, 20892, USA
| | - Rany M Salem
- Division of Epidemiology, Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, CA, 92093, USA
| | - Gerald P Morris
- Department of Pathology, University of California San Diego, La Jolla, CA, 92093, USA
| | - Olivier Harismendy
- Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, CA, 92093, USA
- Division of Biomedical Informatics, Department of Medicine, University of California San Diego School of Medicine, La Jolla, CA, 92093, USA
| | - Sandip Pravin Patel
- Center for Personalized Cancer Therapy, Division of Hematology and Oncology, UC San Diego Moores Cancer Center, San Diego, CA, 92037, USA
| | - Ludmil B Alexandrov
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, 92093, USA
- Department of Bioengineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Jill P Mesirov
- Moores Cancer Center, University of California San Diego, La Jolla, CA, 92093, USA
- Department of Medicine, Division of Medical Genetics, University of California San Diego, La Jolla, CA, 92093, USA
| | - Maurizio Zanetti
- Moores Cancer Center, University of California San Diego, La Jolla, CA, 92093, USA
- The Laboratory of Immunology and Department of Medicine, University of California San Diego, La Jolla, CA, 92093, USA
| | - Chi-Ping Day
- Laboratory of Cancer Biology and Genetics, National Cancer Institute, National Institutes of Health (NIH), Bethesda, MD, 20892, USA
| | - Chun Chieh Fan
- Center for Population Neuroscience and Genetics, Laureate Institute for Brain Research, Tulsa, OK, 74136, USA
- Department of Radiology, University of California San Diego, La Jolla, CA, 92093, USA
| | - Wesley K Thompson
- Division of Biostatistics, Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, CA, 92093, USA
| | - Glenn Merlino
- Laboratory of Cancer Biology and Genetics, National Cancer Institute, National Institutes of Health (NIH), Bethesda, MD, 20892, USA
| | - J Silvio Gutkind
- Department of Pharmacology, UCSD Moores Cancer Center, La Jolla, CA, 92093, USA
| | | | - Hannah Carter
- Moores Cancer Center, University of California San Diego, La Jolla, CA, 92093, USA.
- Department of Medicine, Division of Medical Genetics, University of California San Diego, La Jolla, CA, 92093, USA.
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3
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Pagadala M, Wu V, Pérez-Guijarro E, Kim H, Castro A, Talwar J, Gonzalez-Colin C, Cao S, Schmiedel BJ, Sears T, Goudarzi S, Kirani D, Salem RM, Morris GP, Harismendy O, Patel SP, Mesirov JP, Zanetti M, Day CP, Fan CC, Thompson WK, Merlino G, Gutkind JS, Vijayanand P, Carter H. Abstract 3825: Germline modifiers of the tumor immune microenvironment reveal drivers of immunotherapy response. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-3825] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
With the continued promise of immunotherapy as an avenue for treating cancer, understanding how host genetics contributes to the tumor immune microenvironment (TIME) is essential to tailoring cancer risk screening and treatment strategies. Using genotypes from over 8,000 European individuals in The Cancer Genome Atlas and 137 heritable tumor immune phenotype components (IP components), we identified and investigated 532 TIME-SNPs. Focusing on 77 variants that were relevant to cancer risk, survival, or treatment response, we explored their potential to reveal novel targets for immunotherapy. Many variants overlapped regions with histone marks indicating active transcription, and influenced gene activities in specific immune cell subsets, such as macrophages and dendritic cells. TIME-SNPs implicated genes such as LAIR1, TREX1, CTSS, CTSW and LILRB2 were differentially expressed between responders and non-responders to immune-checkpoint blockade (ICB) in preclinical studies. Of these, LILRB2 and LAIR1 have already been identified as putative targets for immunotherapy. Here we found that inhibition of CTSS led to better tumor control and survival in murine models, alone or in combination with anti-PD-1. Collectively we show that through an integrative approach, it is possible to link host genetics to TIME characteristics, informing novel biomarkers for cancer risk and target identification in immunotherapy.
Citation Format: Meghana Pagadala, Victoria Wu, Eva Pérez-Guijarro, Hyo Kim, Andrea Castro, James Talwar, Cristian Gonzalez-Colin, Steven Cao, Benjamin J. Schmiedel, Timothy Sears, Shervin Goudarzi, Divya Kirani, Rany M. Salem, Gerald P. Morris, Olivier Harismendy, Sandip P. Patel, Jill P. Mesirov, Maurizio Zanetti, Chi-Ping Day, Chun C. Fan, Wesley K. Thompson, Glenn Merlino, J. Silvio Gutkind, Pandurangan Vijayanand, Hannah Carter. Germline modifiers of the tumor immune microenvironment reveal drivers of immunotherapy response [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 3825.
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4
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Schmiedel BJ, Gonzalez-Colin C, Fajardo V, Rocha J, Madrigal A, Ramírez-Suástegui C, Bhattacharyya S, Simon H, Greenbaum JA, Peters B, Seumois G, Ay F, Chandra V, Vijayanand P. Single-cell eQTL analysis of activated T cell subsets reveals activation and cell type-dependent effects of disease-risk variants. Sci Immunol 2022; 7:eabm2508. [PMID: 35213211 DOI: 10.1126/sciimmunol.abm2508] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The impact of genetic variants on cells challenged in biologically relevant contexts has not been fully explored. Here, we activated CD4+ T cells from 89 healthy donors and performed a single-cell RNA sequencing assay with >1 million cells to examine cell type-specific and activation-dependent effects of genetic variants. Single-cell expression quantitative trait loci (sc-eQTL) analysis of 19 distinct CD4+ T cell subsets showed that the expression of over 4000 genes is significantly associated with common genetic polymorphisms and that most of these genes show their most prominent effects in specific cell types. These genes included many that encode for molecules important for activation, differentiation, and effector functions of T cells. We also found new gene associations for disease-risk variants identified from genome-wide association studies and highlighted the cell types in which their effects are most prominent. We found that biological sex has a major influence on activation-dependent gene expression in CD4+ T cell subsets. Sex-biased transcripts were significantly enriched in several pathways that are essential for the initiation and execution of effector functions by CD4+ T cells like TCR signaling, cytokines, cytokine receptors, costimulatory, apoptosis, and cell-cell adhesion pathways. Overall, this DICE (Database of Immune Cell Expression, eQTLs, and Epigenomics) subproject highlights the power of sc-eQTL studies for simultaneously exploring the activation and cell type-dependent effects of common genetic variants on gene expression (https://dice-database.org).
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Affiliation(s)
| | - Cristian Gonzalez-Colin
- La Jolla Institute for Immunology, La Jolla, CA, USA.,Center for Genomic Sciences, National Autonomous University of Mexico, Cuernavaca, Morelos, Mexico
| | | | - Job Rocha
- La Jolla Institute for Immunology, La Jolla, CA, USA.,Center for Genomic Sciences, National Autonomous University of Mexico, Cuernavaca, Morelos, Mexico
| | | | | | | | - Hayley Simon
- La Jolla Institute for Immunology, La Jolla, CA, USA
| | | | - Bjoern Peters
- La Jolla Institute for Immunology, La Jolla, CA, USA
| | | | - Ferhat Ay
- La Jolla Institute for Immunology, La Jolla, CA, USA.,Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Vivek Chandra
- La Jolla Institute for Immunology, La Jolla, CA, USA
| | - Pandurangan Vijayanand
- La Jolla Institute for Immunology, La Jolla, CA, USA.,Department of Medicine, University of California San Diego, La Jolla, CA, USA.,Liverpool Head and Neck Centre, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK
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5
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Schmiedel BJ, Rocha J, Gonzalez-Colin C, Bhattacharyya S, Madrigal A, Ottensmeier CH, Ay F, Chandra V, Vijayanand P. COVID-19 genetic risk variants are associated with expression of multiple genes in diverse immune cell types. Nat Commun 2021; 12:6760. [PMID: 34799557 PMCID: PMC8604964 DOI: 10.1038/s41467-021-26888-3] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Accepted: 10/18/2021] [Indexed: 12/20/2022] Open
Abstract
Common genetic polymorphisms associated with COVID-19 illness can be utilized for discovering molecular pathways and cell types driving disease pathogenesis. Given the importance of immune cells in the pathogenesis of COVID-19 illness, here we assessed the effects of COVID-19-risk variants on gene expression in a wide range of immune cell types. Transcriptome-wide association study and colocalization analysis revealed putative causal genes and the specific immune cell types where gene expression is most influenced by COVID-19-risk variants. Notable examples include OAS1 in non-classical monocytes, DTX1 in B cells, IL10RB in NK cells, CXCR6 in follicular helper T cells, CCR9 in regulatory T cells and ARL17A in TH2 cells. By analysis of transposase accessible chromatin and H3K27ac-based chromatin-interaction maps of immune cell types, we prioritized potentially functional COVID-19-risk variants. Our study highlights the potential of COVID-19 genetic risk variants to impact the function of diverse immune cell types and influence severe disease manifestations.
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Affiliation(s)
| | - Job Rocha
- La Jolla Institute for Immunology, La Jolla, CA, USA
- Center for Genomic Sciences, National Autonomous University of Mexico, Cuernavaca, Morelos, Mexico
| | - Cristian Gonzalez-Colin
- La Jolla Institute for Immunology, La Jolla, CA, USA
- Center for Genomic Sciences, National Autonomous University of Mexico, Cuernavaca, Morelos, Mexico
| | | | | | - Christian H Ottensmeier
- La Jolla Institute for Immunology, La Jolla, CA, USA
- Liverpool Head and Neck Centre, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK
| | - Ferhat Ay
- La Jolla Institute for Immunology, La Jolla, CA, USA
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Vivek Chandra
- La Jolla Institute for Immunology, La Jolla, CA, USA
| | - Pandurangan Vijayanand
- La Jolla Institute for Immunology, La Jolla, CA, USA.
- Liverpool Head and Neck Centre, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK.
- Department of Medicine, University of California San Diego, La Jolla, CA, USA.
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6
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Panwar B, Schmiedel BJ, Liang S, White B, Rodriguez E, Kalunian K, McKnight AJ, Soloff R, Seumois G, Vijayanand P, Ay F. Multi-cell type gene coexpression network analysis reveals coordinated interferon response and cross-cell type correlations in systemic lupus erythematosus. Genome Res 2021; 31:659-676. [PMID: 33674349 PMCID: PMC8015858 DOI: 10.1101/gr.265249.120] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Accepted: 02/22/2021] [Indexed: 12/13/2022]
Abstract
Systemic lupus erythematosus (SLE) is an incurable autoimmune disease disproportionately affecting women. A major obstacle in finding targeted therapies for SLE is its remarkable heterogeneity in clinical manifestations as well as in the involvement of distinct cell types. To identify cell-specific targets as well as cross-correlation relationships among expression programs of different cell types, we here analyze six major circulating immune cell types from SLE patient blood. Our results show that presence of an interferon response signature stratifies patients into two distinct groups (IFNneg vs. IFNpos). Comparing these two groups using differential gene expression and differential gene coexpression analysis, we prioritize a relatively small list of genes from classical monocytes including two known immune modulators: TNFSF13B/BAFF (target of belimumab, an approved therapeutic for SLE) and IL1RN (the basis of anakinra, a therapeutic for rheumatoid arthritis). We then develop a multi-cell type extension of the weighted gene coexpression network analysis (WGCNA) framework, termed mWGCNA. Applying mWGCNA to RNA-seq data from six sorted immune cell populations (15 SLE, 10 healthy donors), we identify a coexpression module with interferon-stimulated genes (ISGs) among all cell types and a cross-cell type correlation linking expression of specific T helper cell markers to B cell response as well as to TNFSF13B expression from myeloid cells, all of which in turn correlates with disease severity of IFNpos patients. Our results demonstrate the power of a hypothesis-free and data-driven approach to discover drug targets and to reveal novel cross-correlation across cell types in SLE with implications for other autoimmune diseases.
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Affiliation(s)
- Bharat Panwar
- La Jolla Institute for Immunology, La Jolla, California 92037, USA
| | | | - Shu Liang
- La Jolla Institute for Immunology, La Jolla, California 92037, USA
| | - Brandie White
- La Jolla Institute for Immunology, La Jolla, California 92037, USA
| | - Enrique Rodriguez
- Kyowa Kirin Pharmaceutical Research, Incorporated, La Jolla, California 92037, USA
| | - Kenneth Kalunian
- School of Medicine, University of California San Diego, La Jolla, California 92093, USA
| | - Andrew J McKnight
- Kyowa Kirin Pharmaceutical Research, Incorporated, La Jolla, California 92037, USA
| | - Rachel Soloff
- Kyowa Kirin Pharmaceutical Research, Incorporated, La Jolla, California 92037, USA
| | - Gregory Seumois
- La Jolla Institute for Immunology, La Jolla, California 92037, USA
| | - Pandurangan Vijayanand
- La Jolla Institute for Immunology, La Jolla, California 92037, USA.,School of Medicine, University of California San Diego, La Jolla, California 92093, USA
| | - Ferhat Ay
- La Jolla Institute for Immunology, La Jolla, California 92037, USA.,School of Medicine, University of California San Diego, La Jolla, California 92093, USA
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7
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Seumois G, Ramírez-Suástegui C, Schmiedel BJ, Liang S, Peters B, Sette A, Vijayanand P. Single-cell transcriptomic analysis of allergen-specific T cells in allergy and asthma. Sci Immunol 2021; 5:5/48/eaba6087. [PMID: 32532832 DOI: 10.1126/sciimmunol.aba6087] [Citation(s) in RCA: 83] [Impact Index Per Article: 27.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 05/22/2020] [Indexed: 12/19/2022]
Abstract
CD4+ T helper (TH) cells and regulatory T (Treg) cells that respond to common allergens play an important role in driving and dampening airway inflammation in patients with asthma. Until recently, direct, unbiased molecular analysis of allergen-reactive TH and Treg cells has not been possible. To better understand the diversity of these T cell subsets in allergy and asthma, we analyzed the single-cell transcriptome of ~50,000 house dust mite (HDM) allergen-reactive TH cells and Treg cells from asthmatics with HDM allergy and from three control groups: asthmatics without HDM allergy and nonasthmatics with and without HDM allergy. Our analyses show that HDM allergen-reactive TH and Treg cells are highly heterogeneous and certain subsets are quantitatively and qualitatively different in individuals with HDM-reactive asthma. The number of interleukin-9 (IL-9)-expressing HDM-reactive TH cells is greater in asthmatics with HDM allergy compared with nonasthmatics with HDM allergy, and this IL-9-expressing TH subset displays enhanced pathogenic properties. More HDM-reactive TH and Treg cells expressing the interferon response signature (THIFNR and TregIFNR) are present in asthmatics without HDM allergy compared with those with HDM allergy. In cells from these subsets (THIFNR and TregIFNR), expression of TNFSF10 was enriched; its product, tumor necrosis factor-related apoptosis-inducing ligand, dampens activation of TH cells. These findings suggest that the THIFNR and TregIFNR subsets may dampen allergic responses, which may help explain why only some people develop TH2 responses to nearly ubiquitous allergens.
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Affiliation(s)
- Grégory Seumois
- La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA.
| | | | | | - Shu Liang
- La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA
| | - Bjoern Peters
- La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA.,Department of Medicine, University of California San Diego, La Jolla, CA 92037, USA
| | - Alessandro Sette
- La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA.,Department of Medicine, University of California San Diego, La Jolla, CA 92037, USA
| | - Pandurangan Vijayanand
- La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA. .,Department of Medicine, University of California San Diego, La Jolla, CA 92037, USA.,Clinical and Experimental Sciences, National Institute for Health Research Southampton Respiratory Biomedical Research Unit, Faculty of Medicine, University of Southampton, Southampton SO166YD, UK
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8
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Schmiedel BJ, Chandra V, Rocha J, Gonzalez-Colin C, Bhattacharyya S, Madrigal A, Ottensmeier CH, Ay F, Vijayanand P. COVID-19 genetic risk variants are associated with expression of multiple genes in diverse immune cell types. bioRxiv 2020:2020.12.01.407429. [PMID: 33299987 PMCID: PMC7724655 DOI: 10.1101/2020.12.01.407429] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Common genetic polymorphisms associated with severity of COVID-19 illness can be utilized for discovering molecular pathways and cell types driving disease pathogenesis. Here, we assessed the effects of 679 COVID-19-risk variants on gene expression in a wide-range of immune cell types. Severe COVID-19-risk variants were significantly associated with the expression of 11 protein-coding genes, and overlapped with either target gene promoter or cis -regulatory regions that interact with target promoters in the cell types where their effects are most prominent. For example, we identified that the association between variants in the 3p21.31 risk locus and the expression of CCR2 in classical monocytes is likely mediated through an active cis-regulatory region that interacted with CCR2 promoter specifically in monocytes. The expression of several other genes showed prominent genotype-dependent effects in non-classical monocytes, NK cells, B cells, or specific T cell subtypes, highlighting the potential of COVID-19 genetic risk variants to impact the function of diverse immune cell types and influence severe disease manifestations.
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Affiliation(s)
- Benjamin J Schmiedel
- La Jolla Institute for Immunology, La Jolla, CA, USA
- Equally contributed to this work
| | - Vivek Chandra
- La Jolla Institute for Immunology, La Jolla, CA, USA
- Equally contributed to this work
| | - Job Rocha
- La Jolla Institute for Immunology, La Jolla, CA, USA
- Equally contributed to this work
| | | | | | | | - Christian H Ottensmeier
- La Jolla Institute for Immunology, La Jolla, CA, USA
- Liverpool Head and Neck Centre, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, UK
| | - Ferhat Ay
- La Jolla Institute for Immunology, La Jolla, CA, USA
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
- Joint senior authors
| | - Pandurangan Vijayanand
- La Jolla Institute for Immunology, La Jolla, CA, USA
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
- Liverpool Head and Neck Centre, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, UK
- Joint senior authors
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9
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Chandra V, Bhattacharyya S, Schmiedel BJ, Madrigal A, Gonzalez-Colin C, Fotsing S, Kronenberg M, Peters B, Ay F, Vijayanand P. Connecting GWAS SNPs to Target Genes in primary human immune cell types. The Journal of Immunology 2020. [DOI: 10.4049/jimmunol.204.supp.145.36] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Abstract
Expression quantitative trait loci (eQTLs) studies have provided associations with gene expression for many non-coding genetic variants associated with human disease and evolution. However, they fail to pinpoint the functionally important eQTLs or provide mechanistic insights. Also, most eQTL discovery studies restrict analysis to SNPs within ±1 Mb of the TSS of the gene tested to minimize corrections for multiple association tests. Using proximity ligation-assisted H3K27ac ChIP-seq (HiChIP) assays, here we mapped eQTLs that overlap active cis-regulatory elements and interact with their target gene promoters (promoter-interacting eQTLs, pieQTLs) in five common immune cell types. This allowed us to narrow down functionally important eQTLs and show mechanisms that explain their cell type restriction. A subset of the identified pieQTLs overlapped non-transcribed promoters, which interact with their target gene promoters and function as enhancers as validated by CRISPRi. In addition, we devised a novel approach to eQTL discovery that relied on HiChIP-based promoter interaction maps as a structural framework for deciding what SNPs to test for association with gene expression. We discovered ultralong distance pieQTLs (>1Mb from target gene), including several disease-risk variants and new eGenes such as FHIT for which we validated the role of an ultralong distance pieQTL by CRISPRi. Our study provides insights into cell-specific gene regulatory mechanisms and highlights the potentially functional non-coding variants (pieQTLs) linked to human diseases.
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10
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Chandra V, Bhattacharyya S, Schmiedel BJ, Madrigal A, Ay F, Vijayanand P. Chromatin interaction maps of active cis-regulatory elements in primary human immune cells reveal extensive overlap with disease-associated genetic variants. The Journal of Immunology 2019. [DOI: 10.4049/jimmunol.202.supp.125.4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Abstract
Surveys of purified human immune cell types have revealed that common genetic variants have profound effects of gene expression in a highly cell-specific manner. However, it has been challenging to determine the mechanisms behind cell-specific regulatory effects as well as to pinpoint the potentially functional variants in dense haplotype blocks. Here, we performed genome-wide ChIP-Seq and proximity ligation-assisted ChIP-seq assays (HiChIP) for the H3K27ac modification to capture physical interactions between active cis-regulatory elements and their target gene promoters for 5 common and diverse immune cell types from 6 donors. The generated interaction maps identified long-range loops (over 20kb) for more than 90% of active cis-regulatory regions. We found that majority of the cis-regulatory interactions were highly cell-specific, which in turn correlated with cell-specific transcription factor binding motifs and gene expression patterns. Nearly 10% of expression quantitative trait loci (eQTLs), including disease-associated eQTLs and GWAS SNPs, were located at active cis-regulatory regions that interacted with the target genes of eQTLs (eGenes), thus allowing us to narrow down potentially functional/causative QTLs. Majority of cis-eQTLs that are specific to only a single cell type overlapped cis-regulatory elements that showed interactions with the promoter of their target eGenes only in that specific cell type. Our study thus provides a comprehensive interaction map of active regulatory elements for each of the 5 immune cell types across multiple donors and highlights the cell type-specificity of potentially functional variants and interactions linking them to genes in human disease.
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11
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Schmiedel BJ, Singh D, Madrigal A, Valdovino-Gonzalez AG, White BM, Zapardiel-Gonzalo J, Ha B, Altay G, Greenbaum JA, McVicker G, Seumois G, Rao A, Kronenberg M, Peters B, Vijayanand P. Impact of genetic polymorphisms on human immune cell gene expression. The Journal of Immunology 2019. [DOI: 10.4049/jimmunol.202.supp.182.27] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Abstract
While many genetic variants have been associated with risk for human diseases, how these variants affect gene expression in various cell types remains largely unknown. To address this gap, the DICE (database of immune cell expression, expression quantitative trait loci (eQTLs), and epigenomics) project was established. Considering all human immune cell types and conditions studied, we identified cis-eQTLs for a total of 12,254 unique genes, which represent 61% of all protein-coding genes expressed in these cell types. Strikingly, a large fraction (41%) of these genes showed a strong cis-association with genotype only in a single cell type. We also found that biological sex is associated with major differences in immune cell gene expression in a highly cell-specific manner. These datasets will help reveal the effects of disease risk-associated genetic polymorphisms on specific immune cell types, providing mechanistic insights into how they might influence pathogenesis (https://dice-database.org).
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | - Anjana Rao
- 1La Jolla Institute for Immunology
- 3Sanford Consortium for Regenerative Medicine
- 4Department of Pharmacology and Moores Cancer Centre, University of California San Diego (UCSD)
| | - Mitchell Kronenberg
- 1La Jolla Institute for Immunology
- 5Division of Biological Sciences, University of California San Diego (UCSD)
| | - Bjoern Peters
- 1La Jolla Institute for Immunology
- 6Department of Medicine, University of California San Diego (UCSD)
| | - Pandurangan Vijayanand
- 1La Jolla Institute for Immunology
- 6Department of Medicine, University of California San Diego (UCSD)
- 7Faculty of Medicine, University of Southampton, United Kingdom
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12
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Svensson MN, Doody KM, Schmiedel BJ, Bhattacharyya S, Panwar B, Wiede F, Yang S, Santelli E, Wu DJ, Sacchetti C, Gujar R, Seumois G, Kiosses WB, Aubry I, Kim G, Mydel P, Sakaguchi S, Kronenberg M, Tiganis T, Tremblay ML, Ay F, Vijayanand P, Bottini N. Reduced expression of phosphatase PTPN2 promotes pathogenic conversion of Tregs in autoimmunity. J Clin Invest 2019; 129:1193-1210. [PMID: 30620725 DOI: 10.1172/jci123267] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Accepted: 01/03/2019] [Indexed: 12/29/2022] Open
Abstract
Genetic variants at the PTPN2 locus, which encodes the tyrosine phosphatase PTPN2, cause reduced gene expression and are linked to rheumatoid arthritis (RA) and other autoimmune diseases. PTPN2 inhibits signaling through the T cell and cytokine receptors, and loss of PTPN2 promotes T cell expansion and CD4- and CD8-driven autoimmunity. However, it remains unknown whether loss of PTPN2 in FoxP3+ regulatory T cells (Tregs) plays a role in autoimmunity. Here we aimed to model human autoimmune-predisposing PTPN2 variants, the presence of which results in a partial loss of PTPN2 expression, in mouse models of RA. We identified that reduced expression of Ptpn2 enhanced the severity of autoimmune arthritis in the T cell-dependent SKG mouse model and demonstrated that this phenotype was mediated through a Treg-intrinsic mechanism. Mechanistically, we found that through dephosphorylation of STAT3, PTPN2 inhibits IL-6-driven pathogenic loss of FoxP3 after Tregs have acquired RORγt expression, at a stage when chromatin accessibility for STAT3-targeted IL-17-associated transcription factors is maximized. We conclude that PTPN2 promotes FoxP3 stability in mouse RORγt+ Tregs and that loss of function of PTPN2 in Tregs contributes to the association between PTPN2 and autoimmunity.
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Affiliation(s)
- Mattias Nd Svensson
- Department of Medicine, University of California, San Diego, La Jolla, California, USA.,Division of Cellular Biology, and
| | | | - Benjamin J Schmiedel
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, California, USA
| | - Sourya Bhattacharyya
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, California, USA
| | - Bharat Panwar
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, California, USA
| | - Florian Wiede
- Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Shen Yang
- Department of Medicine, University of California, San Diego, La Jolla, California, USA
| | - Eugenio Santelli
- Department of Medicine, University of California, San Diego, La Jolla, California, USA
| | - Dennis J Wu
- Department of Medicine, University of California, San Diego, La Jolla, California, USA.,Division of Cellular Biology, and
| | - Cristiano Sacchetti
- Department of Medicine, University of California, San Diego, La Jolla, California, USA.,Division of Cellular Biology, and
| | - Ravindra Gujar
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, California, USA
| | - Gregory Seumois
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, California, USA
| | - William B Kiosses
- Core Microscopy, La Jolla Institute for Allergy and Immunology, La Jolla, California, USA
| | - Isabelle Aubry
- Department of Biochemistry, McGill University, Montréal, Quebec, Canada
| | - Gisen Kim
- Division of Developmental Immunology, La Jolla Institute for Allergy and Immunology, La Jolla, California, USA
| | - Piotr Mydel
- Clinical Science, Broegelmann Research Laboratory, Bergen, Norway.,Department of Microbiology, Jagiellonian University, Krakow, Poland
| | - Shimon Sakaguchi
- Laboratory of Experimental Immunology, Immunology Frontier Research Center, Osaka University, Suita, Japan.,Department of Experimental Pathology, Institute for Frontier Medical Sciences, Kyoto University, Kyoto, Japan
| | - Mitchell Kronenberg
- Division of Developmental Immunology, La Jolla Institute for Allergy and Immunology, La Jolla, California, USA
| | - Tony Tiganis
- Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Monash Biomedicine Discovery Institute, and.,Department of Biochemistry and Molecular Biology, Monash University, Clayton, Victoria, Australia
| | - Michel L Tremblay
- Department of Biochemistry, McGill University, Montréal, Quebec, Canada
| | - Ferhat Ay
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, California, USA
| | - Pandurangan Vijayanand
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, California, USA
| | - Nunzio Bottini
- Department of Medicine, University of California, San Diego, La Jolla, California, USA.,Division of Cellular Biology, and
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13
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Patil VS, Madrigal A, Schmiedel BJ, Clarke J, O'Rourke P, de Silva AD, Harris E, Peters B, Seumois G, Weiskopf D, Sette A, Vijayanand P. Precursors of human CD4 + cytotoxic T lymphocytes identified by single-cell transcriptome analysis. Sci Immunol 2018; 3:eaan8664. [PMID: 29352091 PMCID: PMC5931334 DOI: 10.1126/sciimmunol.aan8664] [Citation(s) in RCA: 159] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2017] [Revised: 09/27/2017] [Accepted: 11/30/2017] [Indexed: 01/03/2023]
Abstract
CD4+ cytotoxic T lymphocytes (CD4-CTLs) have been reported to play a protective role in several viral infections. However, little is known in humans about the biology of CD4-CTL generation, their functional properties, and heterogeneity, especially in relation to other well-described CD4+ memory T cell subsets. We performed single-cell RNA sequencing in more than 9000 cells to unravel CD4-CTL heterogeneity, transcriptional profile, and clonality in humans. Single-cell differential gene expression analysis revealed a spectrum of known transcripts, including several linked to cytotoxic and costimulatory function that are expressed at higher levels in the TEMRA (effector memory T cells expressing CD45RA) subset, which is highly enriched for CD4-CTLs, compared with CD4+ T cells in the central memory (TCM) and effector memory (TEM) subsets. Simultaneous T cell antigen receptor (TCR) analysis in single cells and bulk subsets revealed that CD4-TEMRA cells show marked clonal expansion compared with TCM and TEM cells and that most of CD4-TEMRA were dengue virus (DENV)-specific in donors with previous DENV infection. The profile of CD4-TEMRA was highly heterogeneous across donors, with four distinct clusters identified by the single-cell analysis. We identified distinct clusters of CD4-CTL effector and precursor cells in the TEMRA subset; the precursor cells shared TCR clonotypes with CD4-CTL effectors and were distinguished by high expression of the interleukin-7 receptor. Our identification of a CD4-CTL precursor population may allow further investigation of how CD4-CTLs arise in humans and, thus, could provide insights into the mechanisms that may be used to generate durable and effective CD4-CTL immunity.
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Affiliation(s)
- Veena S Patil
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA
| | - Ariel Madrigal
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA
| | - Benjamin J Schmiedel
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA
| | - James Clarke
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA
- Cancer Sciences Unit, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Patrick O'Rourke
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA
| | - Aruna D de Silva
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA
- Genetech Research Institute, Colombo, Sri Lanka
| | - Eva Harris
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Bjoern Peters
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA
- Department of Medicine, University of California San Diego, 9500 Gilman Drive #0656, La Jolla, CA 92093, USA
| | - Gregory Seumois
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA
| | - Daniela Weiskopf
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA
| | - Alessandro Sette
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA
- Department of Medicine, University of California San Diego, 9500 Gilman Drive #0656, La Jolla, CA 92093, USA
| | - Pandurangan Vijayanand
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA.
- Department of Medicine, University of California San Diego, 9500 Gilman Drive #0656, La Jolla, CA 92093, USA
- Clinical and Experimental Sciences, Sir Henry Wellcome Laboratories, Faculty of Medicine University of Southampton, Southampton, UK
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14
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Haen SP, Schmiedel BJ, Rothfelder K, Schmied BJ, Dang TM, Mirza N, Möhle R, Kanz L, Vogel W, Salih HR. Prognostic relevance of HER2/neu in acute lymphoblastic leukemia and induction of NK cell reactivity against primary ALL blasts by trastuzumab. Oncotarget 2017; 7:13013-30. [PMID: 26887048 PMCID: PMC4914338 DOI: 10.18632/oncotarget.7344] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2015] [Accepted: 01/17/2016] [Indexed: 12/22/2022] Open
Abstract
The epidermal growth factor receptor HER2/neu is expressed on various cancers and represents a negative prognostic marker, but is also a target for the therapeutic monoclonal antibody Trastuzumab. In about 30% of cases, HER2/neu is expressed on acute lymphoblastic leukemia (ALL) cells and was proposed to be associated with a deleterious prognosis. Here we evaluated clinical data from 65 ALL patients (HER2/neu+, n = 17; HER2/neu-, n = 48) with a median follow-up of 19.4 months (range 0.6-176.5 months) and observed no association of HER2/neu expression with response to chemotherapy, disease free or overall survival. In vitro, treatment of primary ALL cells (CD20+HER2/neu+, CD20+HER2/neu- and CD20-HER2/neu-) with Rituximab and Trastuzumab led to activation of NK cells in strict dependence of the expression of the respective antigen. NK reactivity was more pronounced with Rituximab as compared to Trastuzumab, and combined application could lead to additive effects in cases where both antigens were expressed. Besides providing evidence that HER2/neu expression is no risk factor in ALL patients, our data demonstrates that HER2/neu can be a promising target for Trastuzumab therapy in the subset of ALL patients with the potential to improve disease outcome.
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Affiliation(s)
- Sebastian P Haen
- University Hospital Tuebingen, Department for Oncology, Hematology, Immunology, Rheumatology and Pulmonology, Tuebingen, Germany.,Interfacultary Center for Cell Biology, Department for Immunology, Tuebingen, Germany
| | - Benjamin J Schmiedel
- University Hospital Tuebingen, Department for Oncology, Hematology, Immunology, Rheumatology and Pulmonology, Tuebingen, Germany
| | - Kathrin Rothfelder
- University Hospital Tuebingen, Department for Oncology, Hematology, Immunology, Rheumatology and Pulmonology, Tuebingen, Germany.,Clinical Collaboration Unit Translational Immunology, German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Tuebingen, Germany
| | - Bastian J Schmied
- University Hospital Tuebingen, Department for Oncology, Hematology, Immunology, Rheumatology and Pulmonology, Tuebingen, Germany.,Clinical Collaboration Unit Translational Immunology, German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Tuebingen, Germany
| | - Truong-Minh Dang
- Interfacultary Center for Cell Biology, Department for Immunology, Tuebingen, Germany
| | - Nora Mirza
- University Hospital Tuebingen, Department for Oncology, Hematology, Immunology, Rheumatology and Pulmonology, Tuebingen, Germany.,Interfacultary Center for Cell Biology, Department for Immunology, Tuebingen, Germany
| | - Robert Möhle
- University Hospital Tuebingen, Department for Oncology, Hematology, Immunology, Rheumatology and Pulmonology, Tuebingen, Germany
| | - Lothar Kanz
- University Hospital Tuebingen, Department for Oncology, Hematology, Immunology, Rheumatology and Pulmonology, Tuebingen, Germany
| | - Wichard Vogel
- University Hospital Tuebingen, Department for Oncology, Hematology, Immunology, Rheumatology and Pulmonology, Tuebingen, Germany
| | - Helmut R Salih
- University Hospital Tuebingen, Department for Oncology, Hematology, Immunology, Rheumatology and Pulmonology, Tuebingen, Germany.,Clinical Collaboration Unit Translational Immunology, German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Tuebingen, Germany
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15
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Wild J, Schmiedel BJ, Maurer A, Raab S, Prokop L, Stevanović S, Dörfel D, Schneider P, Salih HR. Neutralization of (NK-cell-derived) B-cell activating factor by Belimumab restores sensitivity of chronic lymphoid leukemia cells to direct and Rituximab-induced NK lysis. Leukemia 2015; 29:1676-83. [PMID: 25710310 DOI: 10.1038/leu.2015.50] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2014] [Revised: 02/10/2015] [Accepted: 02/19/2015] [Indexed: 12/22/2022]
Abstract
Natural killer (NK) cells are cytotoxic lymphocytes that substantially contribute to the therapeutic benefit of antitumor antibodies like Rituximab, a crucial component in the treatment of B-cell malignancies. In chronic lymphocytic leukemia (CLL), the ability of NK cells to lyse the malignant cells and to mediate antibody-dependent cellular cytotoxicity upon Fc receptor stimulation is compromised, but the underlying mechanisms are largely unclear. We report here that NK-cells activation-dependently produce the tumor necrosis factor family member 'B-cell activating factor' (BAFF) in soluble form with no detectable surface expression, also in response to Fc receptor triggering by therapeutic CD20-antibodies. BAFF in turn enhanced the metabolic activity of primary CLL cells and impaired direct and Rituximab-induced lysis of CLL cells without affecting NK reactivity per se. The neutralizing BAFF antibody Belimumab, which is approved for treatment of systemic lupus erythematosus, prevented the effects of BAFF on the metabolism of CLL cells and restored their susceptibility to direct and Rituximab-induced NK-cell killing in allogeneic and autologous experimental systems. Our findings unravel the involvement of BAFF in the resistance of CLL cells to NK-cell antitumor immunity and Rituximab treatment and point to a benefit of combinatory approaches employing BAFF-neutralizing drugs in B-cell malignancies.
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Affiliation(s)
- J Wild
- 1] Department of Hematology and Oncology, Eberhard Karls University, Tuebingen, Germany [2] Clinical Collaboration Unit Translational Immunology, German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - B J Schmiedel
- Department of Hematology and Oncology, Eberhard Karls University, Tuebingen, Germany
| | - A Maurer
- Interfaculty Institute of Biochemistry, Eberhard Karls University, Tuebingen, Germany
| | - S Raab
- 1] Department of Hematology and Oncology, Eberhard Karls University, Tuebingen, Germany [2] Clinical Collaboration Unit Translational Immunology, German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - L Prokop
- Department of Immunology, Eberhard Karls University, Tuebingen, Germany
| | - S Stevanović
- Department of Immunology, Eberhard Karls University, Tuebingen, Germany
| | - D Dörfel
- 1] Department of Hematology and Oncology, Eberhard Karls University, Tuebingen, Germany [2] Clinical Collaboration Unit Translational Immunology, German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - P Schneider
- Department of Biochemistry, University of Lausanne, Epalinges, Switzerland
| | - H R Salih
- 1] Department of Hematology and Oncology, Eberhard Karls University, Tuebingen, Germany [2] Clinical Collaboration Unit Translational Immunology, German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
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16
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Wild J, Schmiedel BJ, Maurer A, Raab S, Schneider P, Salih HR. Abstract 148: Release of the TNF-family member BAFF by NK cells contributes to the resistance of chronic lymphoid leukemia cells to direct and Rituximab-induced NK reactivity. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
NK cells are cytotoxic lymphocytes that are particularly important for the immunosurveillance of leukemia. Due to their ability to mediate antibody-dependent cellular cytotoxicity (ADCC), NK cells substantially contribute to the therapeutic benefit of antitumor antibodies like Rituximab, which is a crucial component in the treatment of B cell malignancies. Available data indicate that the ability of NK cells to target malignant cells and to mediate ADCC is compromised in Chronic Lymphoid Leukemia (CLL), but the underlying mechanisms are still unclear (Jaglowski et al., Blood 2010). With the TNF family member B cell activating factor (BAFF) that regulates, among others, the proliferation and survival of B cells, we believe to have identified a factor which contributes to these clinical observations. We report that NK cells express BAFF on the mRNA level and release the protein in a soluble form with the levels depending on activation state. Notably, relevant BAFF surface expression was neither detected on resting nor activated NK cells. Using a tetrazolium salt based colorimetric assay we found that NK cell-derived BAFF enhances the metabolic activity of primary CLL cells. In addition, BAFF protects CLL cells from chemotherapy-induced cell death e.g. upon treatment with Fludarabine and Cyclophosphamide. Notably, the BAFF-specific antibody Belimumab, which is approved for the treatment of systemic lupus erythematosus, was found to block the leukemia cell-protective effects of BAFF and to restore the sensitivity of the leukemia cells to chemotherapy. Furthermore, BAFF was found to substantially reduce direct NK cell lysis and also Rituximab-mediated ADCC in cultures with primary CLL cells as measured by Europium cytotoxicity assays. Our data on the capacity of BAFF to enhance the metabolic activity of B-CLL cells and their resistance to NK cell cytotoxicity suggest its involvement in the compromised ability of NK cells to combat lymphoid as compared to myeloid leukemias (Pende et al., Blood 2005) and the reportedly impaired ability of NK cells to mediate ADCC upon Rituximab treatment in CLL. Furthermore, our findings point to a possible benefit of combinatory approaches employing Rituximab and Belimumab for immunotherapy of B cell malignancies.
Citation Format: Julia Wild, Benjamin J. Schmiedel, Andreas Maurer, Stefanie Raab, Pascal Schneider, Helmut R. Salih. Release of the TNF-family member BAFF by NK cells contributes to the resistance of chronic lymphoid leukemia cells to direct and Rituximab-induced NK reactivity. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 148. doi:10.1158/1538-7445.AM2014-148
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Affiliation(s)
- Julia Wild
- 1University Hospital Tuebingen, Eberhard Karls University, Tuebingen, Germany
| | | | - Andreas Maurer
- 2Interfaculty Institute of Biochemistry, Eberhard Karls University, Tuebingen, Germany
| | - Stefanie Raab
- 1University Hospital Tuebingen, Eberhard Karls University, Tuebingen, Germany
| | - Pascal Schneider
- 3Department of Biochemistry, University of Lausanne, Lausanne, Switzerland
| | - Helmut R. Salih
- 1University Hospital Tuebingen, Eberhard Karls University, Tuebingen, Germany
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Raab S, Steinbacher J, Schmiedel BJ, Kousis PC, Steinle A, Jung G, Grosse-Hovest L, Salih HR. Fc-Optimized NKG2D–Fc Constructs Induce NK Cell Antibody-Dependent Cellular Cytotoxicity against Breast Cancer Cells Independently of HER2/neu Expression Status. J I 2014; 193:4261-72. [DOI: 10.4049/jimmunol.1400872] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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18
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Buechele C, Baessler T, Schmiedel BJ, Schumacher CE, Grosse-Hovest L, Rittig K, Salih HR. 4-1BB ligand modulates direct and Rituximab-induced NK-cell reactivity in chronic lymphocytic leukemia. Eur J Immunol 2011; 42:737-48. [PMID: 22144129 DOI: 10.1002/eji.201141920] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2011] [Revised: 11/04/2011] [Accepted: 11/21/2011] [Indexed: 12/17/2022]
Abstract
NK cells play an important role in tumor immunosurveillance and largely contribute to the therapeutic success of anti-tumor antibodies like Rituximab. Here, we studied the role of the TNF family member 4-1BB ligand (4-1BBL) during the interaction of NK cells with chronic lymphocytic leukemia (CLL) cells. 4-1BBL was highly expressed on patient B-CLL cells in all 56 investigated cases. Signaling via 4-1BBL following interaction with 4-1BB, which was detected on NK cells of CLL patients but not healthy individuals, led to the release of immunoregulatory cytokines including TNF by CLL cells. CLL patient sera contained elevated levels of TNF and induced 4-1BB upregulation on NK cells, which in turn impaired direct and Rituximab-induced NK-cell reactivity against 4-1BBL-expressing targets. NK-cell reactivity was not only enhanced by blocking the interaction of NK cell-expressed 4-1BB with 4-1BBL expressed by CLL cells, but also by preventing 4-1BB upregulation on NK cells via neutralization of TNF in patient serum with Infliximab. Our data indicate that 4-1BBL mediates NK-cell immunosubversion in CLL, and thus might contribute to the reportedly compromised efficacy of Rituximab to induce NK-cell reactivity in the disease, and that TNF neutralization may serve to enhance the efficacy of Rituximab treatment in CLL.
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Affiliation(s)
- Corina Buechele
- Department of Hematology, Eberhard Karls University of Tuebingen, Tuebingen, Germany
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19
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Buechele C, Baessler T, Wirths S, Schmohl JU, Schmiedel BJ, Salih HR. Glucocorticoid-induced TNFR-related protein (GITR) ligand modulates cytokine release and NK cell reactivity in chronic lymphocytic leukemia (CLL). Leukemia 2011; 26:991-1000. [PMID: 22064350 DOI: 10.1038/leu.2011.313] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Natural killer (NK) cells play an important role in the immunosurveillance of hematopoietic malignancies. Their reactivity is influenced by activating and inhibitory signals mediated by tumor-expressed ligands for NK receptors. Many members of the tumor necrosis factor (TNF) family modulate differentiation, proliferation, activation and death of both tumor and immune effector cells. The TNF receptor family member glucocorticoid-induced TNFR-related protein (GITR) stimulates anti-tumor immunity in mice, but available data indicate that GITR may mediate different effects in mice and men and impairs the reactivity of human NK cells. Here, we comprehensively studied the expression and function of GITR ligand (GITRL) in leukemia. Among the different leukemia entities, pronounced expression of GITRL on leukemic cells was observed in chronic lymphocytic leukemia (CLL), and the GITR receptor was expressed at significantly higher levels on NK cells of CLL patients compared with healthy controls. Upon GITR-GITRL interaction, signaling via GITRL into the leukemia cells induced the release of interleukin (IL)-6, IL-8 and TNF, which act as growth and survival factors for CLL cells. In addition, GITRL impaired both direct and Rituximab-induced degranulation, cytotoxicity and interferon-γ production of NK cells, which could be restored by GITR blocking antibodies. Thus, GITRL may contribute to disease pathophysiology and resistance to direct and Rituximab-induced NK reactivity in CLL.
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Affiliation(s)
- C Buechele
- Department of Hematology and Oncology, Eberhard Karls-University, Tuebingen, Germany
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Hesse M, Willscher E, Schmiedel BJ, Posch S, Golbik RP, Staege MS. Sequence and expression of the chicken membrane-associated phospholipases A1 alpha (LIPH) and beta (LIPI). Mol Biol Rep 2011; 39:761-9. [PMID: 21559832 DOI: 10.1007/s11033-011-0796-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2010] [Accepted: 04/29/2011] [Indexed: 12/18/2022]
Abstract
Cancer/testis antigens (CTA) are a heterogeneous group of antigens that are expressed preferentially in tumor cells and testis. Based on this definition the human membrane-associated phospholipase A1 beta (lipase family member I, LIPI) has been identified as CTA. The high homology of LIPI and the membrane-associated phospholipase A1 alpha (lipase family member H, LIPH) suggests that both genes are derived from a common ancestor by gene duplication. In contrast to human LIPI, human LIPH is expressed in several tissues. LIPI sequences have only been identified in mammals. Here, we describe the identification of LIPI in non-mammalian vertebrates. Based on the conserved genomic organization of LIPI and LIPH we identified sequences for both lipases in birds and fishes. In all vertebrates the LIPI locus is neighbored by a member of the RNA binding motif (RBM) family, RBM11. By sequencing of reverse transcriptase-polymerase chain reaction products we determined the sequences of LIPI and LIPH messenger RNA from broilers. We found that the sequence homology between LIPI and LIPH is much higher in non-mammalian species than in mammals. In addition, we found broad expression of LIPI in broilers, resembling the expression profile of LIPH. Our data suggest that LIPI is a CTA only in mammalian species and that the unique sequence features of the mammalian LIPI/RBM11 locus have evolved together with the CTA-like expression pattern of LIPI.
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Affiliation(s)
- Manuela Hesse
- Department of Pediatrics, Children's Cancer Research Centre, Martin-Luther-University Halle-Wittenberg, Ernst Grube Str. 40, 06097, Halle, Germany
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Schmiedel BJ, Arélin V, Gruenebach F, Krusch M, Schmidt SM, Salih HR. Azacytidine impairs NK cell reactivity while decitabine augments NK cell responsiveness toward stimulation. Int J Cancer 2010; 128:2911-22. [PMID: 20960460 DOI: 10.1002/ijc.25635] [Citation(s) in RCA: 66] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2010] [Accepted: 08/16/2010] [Indexed: 01/01/2023]
Abstract
Azacytidine and decitabine are approved for treatment of acute myeloid leukemias and myelodysplastic syndromes. While clinical responses are attributed to epigenetic effects and induction of apoptosis in malignant cells, these azanucleosides also affect antitumor immune responses. NK cells as components of innate immunity may confine development and progression of cancer. Numerous therapeutic strategies presently aim to reinforce NK reactivity against hematopoietic malignancies. We here comparatively analyzed the effect of the two clinically available azanucleosides and report that NK cytotoxicity and IFN-γ production are significantly impaired by pharmacological concentrations of azacytidine but enhanced by decitabine. This was not due to alterations in the target cells but caused by direct effects on NK cells depending on the chemical modifications by which azanucleosides differ from their physiological analogues. Although azacytidine impaired mRNA synthesis and induced apoptosis in NK cells, decitabine did not per se alter NK cell viability or reactivity but enhanced responsiveness to activating stimuli by inducing transcription of genes involved in NK reactivity. Tantalizingly, these effects were independent of incorporation of the azanucleosides into DNA during cell division. While azacytidine impairs NK antitumor immunity, decitabine augments NK reactivity by yet unidentified mechanisms and may thus serve well in therapeutic strategies combining its effects on malignant cells with its ability to enhance NK functions.
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Affiliation(s)
- Benjamin J Schmiedel
- Department of Hematology and Oncology, Eberhard Karls University, Tuebingen, Germany
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Foell JL, Hesse M, Volkmer I, Schmiedel BJ, Neumann I, Staege MS. Membrane-associated phospholipase A1 beta (LIPI) Is an Ewing tumour-associated cancer/testis antigen. Pediatr Blood Cancer 2008; 51:228-34. [PMID: 18435455 DOI: 10.1002/pbc.21602] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND Cancer/testis antigens (CTA) represent a heterogeneous group of antigens expressed nearly exclusively in tumour cells and testis. Recently, we identified phospholipase A1 beta (a CTA also known as lipase member I, LIPI) as a gene with high expression in Ewing family tumours (EFT). In the present paper we analyzed expression of LIPI in a panel of normal tissues and tumour samples. PROCEDURE The expression of CTA in EFT and normal tissues was analyzed by using DNA microarray datasets. Expression of LIPI in EFT, a panel of other tumour samples, and normal tissues was analyzed by using RT-PCR and quantitative RT-PCR. RESULTS LIPI was expressed in EFT samples but not in other investigated tumour samples. Expression of LIPI in normal tissues was restricted to testis and thyroid. However, expression in these tissues was low compared with EFT. Interestingly testis as well as thyroid expressed all analyzed EFT-associated transcripts, suggesting that these tissues harbour a small cell population with molecular features of EFT. The sensitivity of the LIPI RT-PCR was similar to the sensitivity of the conventional EWSR1-FLI1 RT-PCR, suggesting that LIPI might be useful as additional diagnostic target structure. CONCLUSIONS The human cancer/testis antigen LIPI is highly expressed in Ewing family tumours and can be easily detected by RT-PCR or quantitative RT-PCR. LIPI might be an interesting target for the development of future diagnostic tools or treatment strategies.
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Affiliation(s)
- Juergen L Foell
- Department of Paediatrics, Children's Cancer Research Centre, Martin-Luther-University Halle-Wittenberg, 06097 Halle, Germany
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