1
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Lin Q, Kuypers M, Baglaenko Y, Cao E, Hezaveh K, Despot T, de Amat Herbozo C, Cruz Tleugabulova M, Umaña JM, McGaha TL, Philpott DJ, Mallevaey T. The intestinal microbiota modulates the transcriptional landscape of iNKT cells at steady-state and following antigen exposure. Mucosal Immunol 2024; 17:226-237. [PMID: 38331095 DOI: 10.1016/j.mucimm.2024.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 01/30/2024] [Accepted: 02/01/2024] [Indexed: 02/10/2024]
Abstract
Invariant Natural Killer T (iNKT) cells are unconventional T cells that respond to microbe-derived glycolipid antigens. iNKT cells exert fast innate effector functions that regulate immune responses in a variety of contexts, including during infection, cancer, or inflammation. The roles these unconventional T cells play in intestinal inflammation remain poorly defined and vary based on the disease model and species. Our previous work suggested that the gut microbiota influenced iNKT cell functions during dextran sulfate sodium-induced colitis in mice. This study, shows that iNKT cell homeostasis and response following activation are altered in germ-free mice. Using prenatal fecal transplant in specific pathogen-free mice, we show that the transcriptional signatures of iNKT cells at steady state and following αGC-mediated activation in vivo are modulated by the microbiota. Our data suggest that iNKT cells sense the microbiota at homeostasis independently of their T cell receptors. Finally, iNKT cell transcriptional signatures are different in male and female mice. Collectively, our findings suggest that sex and the intestinal microbiota are important factors that regulate iNKT cell homeostasis and responses. A deeper understanding of microbiota-iNKT cell interactions and the impact of sex could improve the development of iNKT cell-based immunotherapies.
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Affiliation(s)
- Qiaochu Lin
- Department of Immunology, University of Toronto, Toronto, Ontario, Canada
| | - Meggie Kuypers
- Department of Immunology, University of Toronto, Toronto, Ontario, Canada
| | - Yuriy Baglaenko
- Center for Autoimmune Genomics and Etiology, Division of Genetics, Cincinnati Children's Hospital, Cincinnati, OH, USA
| | - Eric Cao
- Department of Immunology, University of Toronto, Toronto, Ontario, Canada
| | - Kebria Hezaveh
- Department of Immunology, University of Toronto, Toronto, Ontario, Canada; Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Tijana Despot
- Department of Immunology, University of Toronto, Toronto, Ontario, Canada
| | | | | | | | - Tracy L McGaha
- Department of Immunology, University of Toronto, Toronto, Ontario, Canada; Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Dana J Philpott
- Department of Immunology, University of Toronto, Toronto, Ontario, Canada
| | - Thierry Mallevaey
- Department of Immunology, University of Toronto, Toronto, Ontario, Canada.
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2
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St Paul M, Saibil SD, Kates M, Han S, Lien SC, Laister RC, Hezaveh K, Kloetgen A, Penny S, Guo T, Garcia-Batres C, Smith LK, Chung DC, Elford AR, Sayad A, Pinto D, Mak TW, Hirano N, McGaha T, Ohashi PS. Ex vivo activation of the GCN2 pathway metabolically reprograms T cells, leading to enhanced adoptive cell therapy. Cell Rep Med 2024; 5:101465. [PMID: 38460518 PMCID: PMC10983112 DOI: 10.1016/j.xcrm.2024.101465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 10/14/2023] [Accepted: 02/15/2024] [Indexed: 03/11/2024]
Abstract
The manipulation of T cell metabolism to enhance anti-tumor activity is an area of active investigation. Here, we report that activating the amino acid starvation response in effector CD8+ T cells ex vivo using the general control non-depressible 2 (GCN2) agonist halofuginone (halo) enhances oxidative metabolism and effector function. Mechanistically, we identified autophagy coupled with the CD98-mTOR axis as key downstream mediators of the phenotype induced by halo treatment. The adoptive transfer of halo-treated CD8+ T cells into tumor-bearing mice led to robust tumor control and curative responses. Halo-treated T cells synergized in vivo with a 4-1BB agonistic antibody to control tumor growth in a mouse model resistant to immunotherapy. Importantly, treatment of human CD8+ T cells with halo resulted in similar metabolic and functional reprogramming. These findings demonstrate that activating the amino acid starvation response with the GCN2 agonist halo can enhance T cell metabolism and anti-tumor activity.
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Affiliation(s)
- Michael St Paul
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G 2C1, Canada; Department of Immunology, University of Toronto, Toronto, ON M5S 1C1, Canada
| | - Samuel D Saibil
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G 2C1, Canada; Department of Immunology, University of Toronto, Toronto, ON M5S 1C1, Canada.
| | - Meghan Kates
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G 2C1, Canada; Department of Immunology, University of Toronto, Toronto, ON M5S 1C1, Canada
| | - SeongJun Han
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G 2C1, Canada; Department of Immunology, University of Toronto, Toronto, ON M5S 1C1, Canada
| | - Scott C Lien
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G 2C1, Canada; Department of Immunology, University of Toronto, Toronto, ON M5S 1C1, Canada
| | - Rob C Laister
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G 2C1, Canada
| | - Kebria Hezaveh
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G 2C1, Canada
| | - Andreas Kloetgen
- Department of Computational Biology of Infection Research, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Susanne Penny
- Human Health Therapeutics Research Centre, National Research Council Canada, Halifax, NS, Canada
| | - Tingxi Guo
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G 2C1, Canada; Department of Immunology, University of Toronto, Toronto, ON M5S 1C1, Canada
| | - Carlos Garcia-Batres
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G 2C1, Canada
| | - Logan K Smith
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G 2C1, Canada
| | - Douglas C Chung
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G 2C1, Canada; Department of Immunology, University of Toronto, Toronto, ON M5S 1C1, Canada
| | - Alisha R Elford
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G 2C1, Canada
| | - Azin Sayad
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G 2C1, Canada
| | - Devanand Pinto
- Human Health Therapeutics Research Centre, National Research Council Canada, Halifax, NS, Canada
| | - Tak W Mak
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G 2C1, Canada
| | - Naoto Hirano
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G 2C1, Canada; Department of Immunology, University of Toronto, Toronto, ON M5S 1C1, Canada
| | - Tracy McGaha
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G 2C1, Canada; Department of Immunology, University of Toronto, Toronto, ON M5S 1C1, Canada
| | - Pamela S Ohashi
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G 2C1, Canada; Department of Immunology, University of Toronto, Toronto, ON M5S 1C1, Canada.
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3
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Wang S, Gao S, Zeng Y, Zhu L, Mo Y, Wong CC, Bao Y, Su P, Zhai J, Wang L, Soares F, Xu X, Chen H, Hezaveh K, Ci X, He A, McGaha T, O'Brien C, Rottapel R, Kang W, Wu J, Zheng G, Cai Z, Yu J, He HH. N6-Methyladenosine Reader YTHDF1 Promotes ARHGEF2 Translation and RhoA Signaling in Colorectal Cancer. Gastroenterology 2022; 162:1183-1196. [PMID: 34968454 DOI: 10.1053/j.gastro.2021.12.269] [Citation(s) in RCA: 74] [Impact Index Per Article: 37.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 12/01/2021] [Accepted: 12/20/2021] [Indexed: 01/05/2023]
Abstract
BACKGROUND & AIMS N6-methyladenosine (m6A) governs the fate of RNAs through m6A readers. Colorectal cancer (CRC) exhibits aberrant m6A modifications and expression of m6A regulators. However, how m6A readers interpret oncogenic m6A methylome to promote malignant transformation remains to be illustrated. METHODS YTH N6-methyladenosine RNA binding protein 1 (Ythdf1) knockout mouse was generated to determine the effect of Ythdf1 in CRC tumorigenesis in vivo. Multiomic analysis of RNA-sequencing, m6A methylated RNA immunoprecipitation sequencing, YTHDF1 RNA immunoprecipitation sequencing, and proteomics were performed to unravel targets of YTHDF1 in CRC. The therapeutic potential of targeting YTHDF1-m6A-Rho/Rac guanine nucleotide exchange factor 2 (ARHGEF2) was evaluated using small interfering RNA (siRNA) encapsulated by lipid nanoparticles (LNP). RESULTS DNA copy number gain of YTHDF1 is a frequent event in CRC and contributes to its overexpression. High expression of YTHDF1 is significantly associated with metastatic gene signature in patient tumors. Ythdf1 knockout in mice dampened tumor growth in an inflammatory CRC model. YTHDF1 promotes cell growth in CRC cell lines and primary organoids and lung and liver metastasis in vivo. Integrative multiomics analysis identified RhoA activator ARHGEF2 as a key downstream target of YTHDF1. YTHDF1 binds to m6A sites of ARHGEF2 messenger RNA, resulting in enhanced translation of ARHGEF2. Ectopic expression of ARHGEF2 restored impaired RhoA signaling, cell growth, and metastatic ability both in vitro and in vivo caused by YTHDF1 loss, verifying that ARHGEF2 is a key target of YTHDF1. Finally, ARHGEF2 siRNA delivered by LNP significantly suppressed tumor growth and metastasis in vivo. CONCLUSIONS We identify a novel oncogenic epitranscriptome axis of YTHDF1-m6A-ARHGEF2, which regulates CRC tumorigenesis and metastasis. siRNA-delivering LNP drug validated the therapeutic potential of targeting this axis in CRC.
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Affiliation(s)
- Shiyan Wang
- Princess Margaret Cancer Centre/University Health Network, Toronto, Ontario, Canada
| | - Shanshan Gao
- Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, CUHK Shenzhen Research Institute, The Chinese University of Hong Kong, Hong Kong, China
| | - Yong Zeng
- Princess Margaret Cancer Centre/University Health Network, Toronto, Ontario, Canada
| | - Lin Zhu
- State Key Laboratory of Environmental and Biological Analysis, Department of Chemistry, Hong Kong Baptist University, Hong Kong, China
| | - Yulin Mo
- Princess Margaret Cancer Centre/University Health Network, Toronto, Ontario, Canada; Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
| | - Chi Chun Wong
- Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, CUHK Shenzhen Research Institute, The Chinese University of Hong Kong, Hong Kong, China
| | - Yi Bao
- Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, CUHK Shenzhen Research Institute, The Chinese University of Hong Kong, Hong Kong, China
| | - Peiran Su
- Princess Margaret Cancer Centre/University Health Network, Toronto, Ontario, Canada; Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Jianning Zhai
- Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, CUHK Shenzhen Research Institute, The Chinese University of Hong Kong, Hong Kong, China
| | - Lina Wang
- Institute of Precision Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangdong, China
| | - Fraser Soares
- Princess Margaret Cancer Centre/University Health Network, Toronto, Ontario, Canada
| | - Xin Xu
- Princess Margaret Cancer Centre/University Health Network, Toronto, Ontario, Canada
| | - Huarong Chen
- Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, CUHK Shenzhen Research Institute, The Chinese University of Hong Kong, Hong Kong, China
| | - Kebria Hezaveh
- Princess Margaret Cancer Centre/University Health Network, Toronto, Ontario, Canada
| | - Xinpei Ci
- Princess Margaret Cancer Centre/University Health Network, Toronto, Ontario, Canada
| | - Aobo He
- Princess Margaret Cancer Centre/University Health Network, Toronto, Ontario, Canada; Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
| | - Tracy McGaha
- Princess Margaret Cancer Centre/University Health Network, Toronto, Ontario, Canada
| | - Catherine O'Brien
- Princess Margaret Cancer Centre/University Health Network, Toronto, Ontario, Canada; Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Robert Rottapel
- Princess Margaret Cancer Centre/University Health Network, Toronto, Ontario, Canada; Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Wei Kang
- Department of Anatomical and Cellular Pathology, State Key Laboratory of Oncology in South China, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, China
| | - Jianfeng Wu
- State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Fujian, China
| | - Gang Zheng
- Princess Margaret Cancer Centre/University Health Network, Toronto, Ontario, Canada; Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada; Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Zongwei Cai
- State Key Laboratory of Environmental and Biological Analysis, Department of Chemistry, Hong Kong Baptist University, Hong Kong, China
| | - Jun Yu
- Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, CUHK Shenzhen Research Institute, The Chinese University of Hong Kong, Hong Kong, China.
| | - Housheng Hansen He
- Princess Margaret Cancer Centre/University Health Network, Toronto, Ontario, Canada; Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada.
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4
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Hezaveh K, Shinde RS, Klötgen A, Halaby MJ, Lamorte S, Ciudad MT, Quevedo R, Neufeld L, Liu ZQ, Jin R, Grünwald BT, Foerster EG, Chaharlangi D, Guo M, Makhijani P, Zhang X, Pugh TJ, Pinto DM, Co IL, McGuigan AP, Jang GH, Khokha R, Ohashi PS, O’Kane GM, Gallinger S, Navarre WW, Maughan H, Philpott DJ, Brooks DG, McGaha TL. Tryptophan-derived microbial metabolites activate the aryl hydrocarbon receptor in tumor-associated macrophages to suppress anti-tumor immunity. Immunity 2022; 55:324-340.e8. [PMID: 35139353 PMCID: PMC8888129 DOI: 10.1016/j.immuni.2022.01.006] [Citation(s) in RCA: 179] [Impact Index Per Article: 89.5] [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: 04/05/2021] [Revised: 10/19/2021] [Accepted: 01/07/2022] [Indexed: 12/13/2022]
Abstract
The aryl hydrocarbon receptor (AhR) is a sensor of products of tryptophan metabolism and a potent modulator of immunity. Here, we examined the impact of AhR in tumor-associated macrophage (TAM) function in pancreatic ductal adenocarcinoma (PDAC). TAMs exhibited high AhR activity and Ahr-deficient macrophages developed an inflammatory phenotype. Deletion of Ahr in myeloid cells or pharmacologic inhibition of AhR reduced PDAC growth, improved efficacy of immune checkpoint blockade, and increased intra-tumoral frequencies of IFNγ+CD8+ T cells. Macrophage tryptophan metabolism was not required for this effect. Rather, macrophage AhR activity was dependent on Lactobacillus metabolization of dietary tryptophan to indoles. Removal of dietary tryptophan reduced TAM AhR activity and promoted intra-tumoral accumulation of TNFα+IFNγ+CD8+ T cells; provision of dietary indoles blocked this effect. In patients with PDAC, high AHR expression associated with rapid disease progression and mortality, as well as with an immune-suppressive TAM phenotype, suggesting conservation of this regulatory axis in human disease.
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Affiliation(s)
- Kebria Hezaveh
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada,These authors contributed equally,Present address: Translational Science and Experimental Medicine, Research and Early Development, Respiratory and Immunology (R&I), BioPharmaceutical R&D, Astra Zeneca, Gothenburg, 431 50, Sweden
| | - Rahul S. Shinde
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada,These authors contributed equally,Present address: Immunology, Microenvironment, and Metastasis Program, The Wistar Institute, Philadelphia, PA 19104, USA
| | - Andreas Klötgen
- Department of Computational Biology of Infection Research, Helmholtz Centre for Infection Research, Braunschweig 38124, Germany
| | - Marie Jo Halaby
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada
| | - Sara Lamorte
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada
| | - M. Teresa Ciudad
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada
| | - Rene Quevedo
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada
| | - Luke Neufeld
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada,Department of Immunology, The University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Zhe Qi Liu
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada,Department of Immunology, The University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Robbie Jin
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada,Department of Immunology, The University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Barbara T. Grünwald
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada
| | | | - Danica Chaharlangi
- Department of Molecular Genetics, The University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Mengdi Guo
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada,Department of Immunology, The University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Priya Makhijani
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada,Department of Immunology, The University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Xin Zhang
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada
| | - Trevor J. Pugh
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada,Department of Medical Biophysics, The University of Toronto, Toronto, ON M5G 1L7, Canada,The Ontario Institute for Cancer Research, Toronto, ON M5G 0A3, Canada
| | - Devanand M. Pinto
- National Research Council, Human Health Therapeutics, Halifax, NS B3H 3Z1, Canada
| | - Ileana L. Co
- Institute of Biomedical Engineering, The University of Toronto, Toronto, ON M5S 3G9, Canada
| | - Alison P. McGuigan
- Institute of Biomedical Engineering, The University of Toronto, Toronto, ON M5S 3G9, Canada,Department of Chemical Engineering and Applied Chemistry, The University of Toronto, Toronto, ON M5S 3E5, Canada
| | - Gun Ho Jang
- The Ontario Institute for Cancer Research, Toronto, ON M5G 0A3, Canada
| | - Rama Khokha
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada,Department of Medical Biophysics, The University of Toronto, Toronto, ON M5G 1L7, Canada
| | - Pamela S. Ohashi
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada,Department of Immunology, The University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Grainne M. O’Kane
- The Ontario Institute for Cancer Research, Toronto, ON M5G 0A3, Canada,Division of Medical Oncology, Department of Medicine, The University of Toronto, Toronto, ON M5S 3H2, Canada
| | - Steven Gallinger
- The Ontario Institute for Cancer Research, Toronto, ON M5G 0A3, Canada,Department of Laboratory Medicine and Pathobiology, The University of Toronto, Toronto, ON M5S 1A8, Canada,Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON M5G 1X5, Canada
| | - William W. Navarre
- Department of Molecular Genetics, The University of Toronto, Toronto, ON M5S 1A8, Canada
| | | | - Dana J. Philpott
- Department of Immunology, The University of Toronto, Toronto, ON M5S 1A8, Canada
| | - David G. Brooks
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada,Department of Immunology, The University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Tracy L. McGaha
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada,Department of Immunology, The University of Toronto, Toronto, ON M5S 1A8, Canada,Lead contact,Correspondence:
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5
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Snell LM, Xu W, Abd-Rabbo D, Boukhaled G, Guo M, Macleod BL, Elsaesser HJ, Hezaveh K, Alsahafi N, Lukhele S, Nejat S, Prabhakaran R, Epelman S, McGaha TL, Brooks DG. Dynamic CD4 + T cell heterogeneity defines subset-specific suppression and PD-L1-blockade-driven functional restoration in chronic infection. Nat Immunol 2021; 22:1524-1537. [PMID: 34795443 PMCID: PMC10286806 DOI: 10.1038/s41590-021-01060-7] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [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: 12/08/2020] [Accepted: 09/24/2021] [Indexed: 02/08/2023]
Abstract
Inhibiting PD-1:PD-L1 signaling has transformed therapeutic immune restoration. CD4+ T cells sustain immunity in chronic infections and cancer, yet little is known about how PD-1 signaling modulates CD4+ helper T (TH) cell responses or the ability to restore CD4+ TH-mediated immunity by checkpoint blockade. We demonstrate that PD-1:PD-L1 specifically suppressed CD4+ TH1 cell amplification, prevents CD4+ TH1 cytokine production and abolishes CD4+ cytotoxic killing capacity during chronic infection in mice. Inhibiting PD-L1 rapidly restored these functions, while simultaneously amplifying and activating TH1-like T regulatory cells, demonstrating a system-wide CD4-TH1 recalibration. This effect coincided with decreased T cell antigen receptor signaling, and re-directed type I interferon (IFN) signaling networks towards dominant IFN-γ-mediated responses. Mechanistically, PD-L1 blockade specifically targeted defined populations with pre-established, but actively suppressed proliferative potential, with limited impact on minimally cycling TCF-1+ follicular helper T cells, despite high PD-1 expression. Thus, CD4+ T cells require unique differentiation and functional states to be targets of PD-L1-directed suppression and therapeutic restoration.
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Affiliation(s)
- Laura M Snell
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.
- Department of Microbiology and Immunology, Indiana University School of Medicine, Indianapolis, IN, USA.
| | - Wenxi Xu
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Diala Abd-Rabbo
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Giselle Boukhaled
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Mengdi Guo
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Bethany L Macleod
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Heidi J Elsaesser
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Kebria Hezaveh
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Nirmin Alsahafi
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Sabelo Lukhele
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Sara Nejat
- Toronto General Hospital Research Institute, University Health Network (UHN), Toronto, ON, Canada
| | | | - Slava Epelman
- Department of Immunology, University of Toronto, Toronto, ON, Canada
- Toronto General Hospital Research Institute, University Health Network (UHN), Toronto, ON, Canada
- Peter Munk Cardiac Centre, Ted Rogers Centre for Heart Research, Toronto, ON, Canada
| | - Tracy L McGaha
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - David G Brooks
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.
- Department of Immunology, University of Toronto, Toronto, ON, Canada.
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6
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Macleod BL, Elsaesser HJ, Snell LM, Dickson RJ, Guo M, Hezaveh K, Xu W, Kothari A, McGaha TL, Guidos CJ, Brooks DG. A network of immune and microbial modifications underlies viral persistence in the gastrointestinal tract. J Exp Med 2021; 217:152068. [PMID: 32880629 PMCID: PMC7953734 DOI: 10.1084/jem.20191473] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Revised: 12/04/2019] [Accepted: 01/21/2020] [Indexed: 12/22/2022] Open
Abstract
Many pathogens subvert intestinal immunity to persist within the gastrointestinal tract (GIT); yet, the underlying mechanisms that enable sanctuary specifically in this reservoir are unclear. Using mass cytometry and network analysis, we demonstrate that chronic LCMV infection of the GIT leads to dysregulated microbial composition, a cascade of metabolic alterations, increased susceptibility to GI disease, and a system-wide recalibration of immune composition that defines viral persistence. Chronic infection led to outgrowth of activated Tbet–expressing T reg cell populations unique to the GIT and the rapid erosion of pathogen-specific CD8 tissue-resident memory T cells. Mechanistically, T reg cells and coinhibitory receptors maintained long-term viral sanctuary within the GIT, and their targeting reactivated T cells and eliminated this viral reservoir. Thus, our data provide a high-dimensional definition of the mechanisms of immune regulation that chronic viruses implement to exploit the unique microenvironment of the GIT and identify T reg cells as key modulators of viral persistence in the intestinal tract.
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Affiliation(s)
- Bethany L Macleod
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada
| | - Heidi J Elsaesser
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada
| | - Laura M Snell
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada
| | - Russell J Dickson
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada
| | - Mengdi Guo
- Department of Immunology, University of Toronto, Toronto, Ontario, Canada
| | - Kebria Hezaveh
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada
| | - Wenxi Xu
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada
| | - Akash Kothari
- Department of Immunology, University of Toronto, Toronto, Ontario, Canada
| | - Tracy L McGaha
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada.,Department of Immunology, University of Toronto, Toronto, Ontario, Canada
| | - Cynthia J Guidos
- Department of Immunology, University of Toronto, Toronto, Ontario, Canada.,Program in Developmental and Stem Cell Biology, Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
| | - David G Brooks
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada.,Department of Immunology, University of Toronto, Toronto, Ontario, Canada
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7
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Halaby MJ, Hezaveh K, Lamorte S, Ciudad MT, Kloetgen A, MacLeod BL, Guo M, Chakravarthy A, Medina TDS, Ugel S, Tsirigos A, Bronte V, Munn DH, Pugh TJ, De Carvalho DD, Butler MO, Ohashi PS, Brooks DG, McGaha TL. GCN2 drives macrophage and MDSC function and immunosuppression in the tumor microenvironment. Sci Immunol 2020; 4:4/42/eaax8189. [PMID: 31836669 DOI: 10.1126/sciimmunol.aax8189] [Citation(s) in RCA: 77] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Accepted: 11/07/2019] [Indexed: 12/21/2022]
Abstract
General control nonderepressible 2 (GCN2) is an environmental sensor controlling transcription and translation in response to nutrient availability. Although GCN2 is a putative therapeutic target for immuno-oncology, its role in shaping the immune response to tumors is poorly understood. Here, we used mass cytometry, transcriptomics, and transcription factor-binding analysis to determine the functional impact of GCN2 on the myeloid phenotype and immune responses in melanoma. We found that myeloid-lineage deletion of GCN2 drives a shift in the phenotype of tumor-associated macrophages and myeloid-derived suppressor cells (MDSCs) that promotes antitumor immunity. Time-of-flight mass cytometry (CyTOF) and single-cell RNA sequencing showed that this was due to changes in the immune microenvironment with increased proinflammatory activation of macrophages and MDSCs and interferon-γ expression in intratumoral CD8+ T cells. Mechanistically, GCN2 altered myeloid function by promoting increased translation of the transcription factor CREB-2/ATF4, which was required for maturation and polarization of macrophages and MDSCs in both mice and humans, whereas targeting Atf4 by small interfering RNA knockdown reduced tumor growth. Last, analysis of patients with cutaneous melanoma showed that GCN2-dependent transcriptional signatures correlated with macrophage polarization, T cell infiltrates, and overall survival. Thus, these data reveal a previously unknown dependence of tumors on myeloid GCN2 signals for protection from immune attack.
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Affiliation(s)
- Marie Jo Halaby
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Kebria Hezaveh
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Sara Lamorte
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - M Teresa Ciudad
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Andreas Kloetgen
- Department of Pathology, New York University School of Medicine, New York, NY, USA
| | - Bethany L MacLeod
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Mengdi Guo
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Ankur Chakravarthy
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | | | - Stefano Ugel
- Department of Medicine, Immunology Section, Verona University Hospital, Verona, Italy
| | - Aristotelis Tsirigos
- Department of Pathology, New York University School of Medicine, New York, NY, USA.,Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA.,Applied Bioinformatics Laboratories, New York University School of Medicine, New York, NY, USA
| | - Vincenzo Bronte
- Department of Medicine, Immunology Section, Verona University Hospital, Verona, Italy
| | - David H Munn
- Department of Pediatrics, Medical College of Georgia, Augusta, GA, USA.,Georgia Cancer Center, Augusta, GA, USA
| | - Trevor J Pugh
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada.,Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Daniel D De Carvalho
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Marcus O Butler
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Pamela S Ohashi
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Immunology, University of Toronto, Toronto, ON, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - David G Brooks
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Tracy L McGaha
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada. .,Department of Immunology, University of Toronto, Toronto, ON, Canada
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8
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Kloetgen A, Duggimpudi S, Schuschel K, Hezaveh K, Picard D, Schaal H, Remke M, Klusmann JH, Borkhardt A, McHardy AC, Hoell JI. YBX1 Indirectly Targets Heterochromatin-Repressed Inflammatory Response-Related Apoptosis Genes through Regulating CBX5 mRNA. Int J Mol Sci 2020; 21:ijms21124453. [PMID: 32585856 PMCID: PMC7352269 DOI: 10.3390/ijms21124453] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [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: 06/02/2020] [Revised: 06/18/2020] [Accepted: 06/20/2020] [Indexed: 12/18/2022] Open
Abstract
Medulloblastomas arise from undifferentiated precursor cells in the cerebellum and account for about 20% of all solid brain tumors during childhood; standard therapies include radiation and chemotherapy, which oftentimes come with severe impairment of the cognitive development of the young patients. Here, we show that the posttranscriptional regulator Y-box binding protein 1 (YBX1), a DNA- and RNA-binding protein, acts as an oncogene in medulloblastomas by regulating cellular survival and apoptosis. We observed different cellular responses upon YBX1 knockdown in several medulloblastoma cell lines, with significantly altered transcription and subsequent apoptosis rates. Mechanistically, PAR-CLIP for YBX1 and integration with RNA-Seq data uncovered direct posttranscriptional control of the heterochromatin-associated gene CBX5; upon YBX1 knockdown and subsequent CBX5 mRNA instability, heterochromatin-regulated genes involved in inflammatory response, apoptosis and death receptor signaling were de-repressed. Thus, YBX1 acts as an oncogene in medulloblastoma through indirect transcriptional regulation of inflammatory genes regulating apoptosis and represents a promising novel therapeutic target in this tumor entity.
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Affiliation(s)
- Andreas Kloetgen
- Department of Computational Biology of Infection Research, Helmholtz Centre for Infection Research, 38124 Braunschweig, Germany;
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, 40225 Düsseldorf, Germany; (S.D.); (K.H.); (D.P.); (M.R.); (A.B.); (J.I.H.)
- Correspondence:
| | - Sujitha Duggimpudi
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, 40225 Düsseldorf, Germany; (S.D.); (K.H.); (D.P.); (M.R.); (A.B.); (J.I.H.)
| | - Konstantin Schuschel
- Department of Pediatrics 1, Martin Luther University Halle-Wittenberg, 06120 Halle, Germany; (K.S.); (J.-H.K.)
| | - Kebria Hezaveh
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, 40225 Düsseldorf, Germany; (S.D.); (K.H.); (D.P.); (M.R.); (A.B.); (J.I.H.)
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2C4, Canada
| | - Daniel Picard
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, 40225 Düsseldorf, Germany; (S.D.); (K.H.); (D.P.); (M.R.); (A.B.); (J.I.H.)
| | - Heiner Schaal
- Institute of Virology, Medical Faculty, Heinrich-Heine-University, 40225 Düsseldorf, Germany;
| | - Marc Remke
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, 40225 Düsseldorf, Germany; (S.D.); (K.H.); (D.P.); (M.R.); (A.B.); (J.I.H.)
| | - Jan-Henning Klusmann
- Department of Pediatrics 1, Martin Luther University Halle-Wittenberg, 06120 Halle, Germany; (K.S.); (J.-H.K.)
| | - Arndt Borkhardt
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, 40225 Düsseldorf, Germany; (S.D.); (K.H.); (D.P.); (M.R.); (A.B.); (J.I.H.)
| | - Alice C. McHardy
- Department of Computational Biology of Infection Research, Helmholtz Centre for Infection Research, 38124 Braunschweig, Germany;
| | - Jessica I. Hoell
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, 40225 Düsseldorf, Germany; (S.D.); (K.H.); (D.P.); (M.R.); (A.B.); (J.I.H.)
- Department of Pediatrics 1, Martin Luther University Halle-Wittenberg, 06120 Halle, Germany; (K.S.); (J.-H.K.)
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9
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Macleod BL, Dickson R, Hezaveh K, Elsaesser HJ, Guidos CJ, Brooks DG. High dimensional analysis of the GI tract as a long-term reservoir for chronic viral infection. The Journal of Immunology 2019. [DOI: 10.4049/jimmunol.202.supp.197.10] [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
Chronic viruses such as HIV and hepatitis are a major health concern worldwide. As an organ constantly exposed to the external environment, the gastrointestinal tract (GIT) must constantly balance suppressive and inflammatory immunity, making it an ideal organ for virus persistence. Yet despite its importance, chronic virus infection of the GIT and its ramifications towards host immunity remains poorly understood. We recently discovered that the GIT is a long-term reservoir for chronic lymphocytic choriomeningitis virus (LCMV); persisting well after virus is cleared from the blood and other peripheral tissues.
To identify host and microbial alterations that facilitate chronic GIT infection we performed high dimensional CyTOF analysis, 16s rRNA-seq and next generation sequencing. Primary infection induced acute CD4 T cell ablation and chronic infection promoted Treg outgrowth, which was associated with viral persistence. Interestingly, chronic infection led to acute GI pathology and dysbiosis, with long-term infection enhancing susceptibility to IBD. Transcriptional signatures indicated enhanced type I interferon induced inflammation and metabolic changes associated with immune exhaustion. Interestingly, upstream regulators of GIT immunity were shared in chronic LCMV, HIV and SIV, indicating the induction of conserved pathways across multiple viral infections. Finally, we demonstrate the efficacy of immunotherapeutic targets and cell depletions to control the long-lived chronic GIT reservoir. Ultimately our studies define molecular, cellular and microbial impacts of chronic virus infection to alter GI function and identify potential immunotherapeutic strategies to control virus in this long-lived reservoir.
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10
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Snell LM, MacLeod BL, Law JC, Osokine I, Elsaesser HJ, Hezaveh K, Dickson RJ, Gavin MA, Guidos CJ, McGaha TL, Brooks DG. CD8 + T Cell Priming in Established Chronic Viral Infection Preferentially Directs Differentiation of Memory-like Cells for Sustained Immunity. Immunity 2018; 49:678-694.e5. [PMID: 30314757 DOI: 10.1016/j.immuni.2018.08.002] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [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: 10/24/2017] [Revised: 06/13/2018] [Accepted: 08/01/2018] [Indexed: 10/28/2022]
Abstract
CD8+ T cell exhaustion impedes control of chronic viral infection; yet how new T cell responses are mounted during chronic infection is unclear. Unlike T cells primed at the onset of infection that rapidly differentiate into effectors and exhaust, we demonstrate that virus-specific CD8+ T cells primed after establishment of chronic LCMV infection preferentially generate memory-like transcription factor TCF1+ cells that were transcriptionally and proteomically distinct, less exhausted, and more responsive to immunotherapy. Mechanistically, adaptations of antigen-presenting cells and diminished T cell signaling intensity promoted differentiation of the memory-like subset at the expense of rapid effector cell differentiation, which was now highly dependent on IL-21-mediated CD4+ T cell help for its functional generation. Chronic viral infection similarly redirected de novo differentiation of tumor-specific CD8+ T cells, ultimately preventing cancer control. Thus, targeting these T cell stimulatory pathways could enable strategies to control chronic infection, tumors, and enhance immunotherapeutic efficacy.
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Affiliation(s)
- Laura M Snell
- Princess Margaret Cancer Center, University Health Network, Toronto, ON, M5G 2M9 Canada
| | - Bethany L MacLeod
- Princess Margaret Cancer Center, University Health Network, Toronto, ON, M5G 2M9 Canada
| | - Jaclyn C Law
- Princess Margaret Cancer Center, University Health Network, Toronto, ON, M5G 2M9 Canada; Department of Immunology, University of Toronto, Toronto, ON, M5S 1A8 Canada
| | - Ivan Osokine
- Department of Microbiology, Immunology and Molecular Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, 90095 USA
| | - Heidi J Elsaesser
- Princess Margaret Cancer Center, University Health Network, Toronto, ON, M5G 2M9 Canada
| | - Kebria Hezaveh
- Princess Margaret Cancer Center, University Health Network, Toronto, ON, M5G 2M9 Canada
| | - Russell J Dickson
- Princess Margaret Cancer Center, University Health Network, Toronto, ON, M5G 2M9 Canada
| | - Marc A Gavin
- Translational Research Program, Benaroya Research Institute, Seattle, WA, 98101 USA
| | - Cynthia J Guidos
- Department of Immunology, University of Toronto, Toronto, ON, M5S 1A8 Canada; Program in Developmental and Stem Cell Biology, Hospital for Sick Children Research Institute, Toronto, ON, M5G 0A4 Canada
| | - Tracy L McGaha
- Princess Margaret Cancer Center, University Health Network, Toronto, ON, M5G 2M9 Canada; Department of Immunology, University of Toronto, Toronto, ON, M5S 1A8 Canada
| | - David G Brooks
- Princess Margaret Cancer Center, University Health Network, Toronto, ON, M5G 2M9 Canada; Department of Immunology, University of Toronto, Toronto, ON, M5S 1A8 Canada.
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11
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Duggimpudi S, Kloetgen A, Maney SK, Münch PC, Hezaveh K, Shaykhalishahi H, Hoyer W, McHardy AC, Lang PA, Borkhardt A, Hoell JI. Transcriptome-wide analysis uncovers the targets of the RNA-binding protein MSI2 and effects of MSI2's RNA-binding activity on IL-6 signaling. J Biol Chem 2018; 293:15359-15369. [PMID: 30126842 DOI: 10.1074/jbc.ra118.002243] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [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: 02/27/2018] [Revised: 07/23/2018] [Indexed: 12/14/2022] Open
Abstract
The RNA-binding protein Musashi 2 (MSI2) has emerged as an important regulator in cancer initiation, progression, and drug resistance. Translocations and deregulation of the MSI2 gene are diagnostic of certain cancers, including chronic myeloid leukemia (CML) with translocation t(7;17), acute myeloid leukemia (AML) with translocation t(10;17), and some cases of B-precursor acute lymphoblastic leukemia (pB-ALL). To better understand the function of MSI2 in leukemia, the mRNA targets that are bound and regulated by MSI2 and their MSI2-binding motifs need to be identified. To this end, using photoactivatable ribonucleoside cross-linking and immunoprecipitation (PAR-CLIP) and the multiple EM for motif elicitation (MEME) analysis tool, here we identified MSI2's mRNA targets and the consensus RNA-recognition element (RRE) motif recognized by MSI2 (UUAG). Of note, MSI2 knockdown altered the expression of several genes with roles in eukaryotic initiation factor 2 (eIF2), hepatocyte growth factor (HGF), and epidermal growth factor (EGF) signaling pathways. We also show that MSI2 regulates classic interleukin-6 (IL-6) signaling by promoting the degradation of the mRNA of IL-6 signal transducer (IL6ST or GP130), which, in turn, affected the phosphorylation statuses of signal transducer and activator of transcription 3 (STAT3) and the mitogen-activated protein kinase ERK. In summary, we have identified multiple MSI2-regulated mRNAs and provided evidence that MSI2 controls IL6ST activity that control oncogenic signaling networks. Our findings may help inform strategies for unraveling the role of MSI2 in leukemia to pave the way for the development of targeted therapies.
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Affiliation(s)
- Sujitha Duggimpudi
- From the Department of Pediatric Oncology, Hematology and Clinical Immunology, Center for Child and Adolescent Health, Medical Faculty, Heinrich Heine University, Moorenstrasse 5, 40225 Düsseldorf, Germany
| | - Andreas Kloetgen
- From the Department of Pediatric Oncology, Hematology and Clinical Immunology, Center for Child and Adolescent Health, Medical Faculty, Heinrich Heine University, Moorenstrasse 5, 40225 Düsseldorf, Germany.,Department of Algorithmic Bioinformatics, Heinrich Heine University, Universitätsstrasse 1, 40225 Düsseldorf, Germany.,Computational Biology of Infection Research, Helmholtz Center for Infection Research, Inhoffenstrasse 7, 38124 Braunschweig, Germany, and
| | - Sathish Kumar Maney
- Department of Molecular Medicine II, Heinrich Heine University, Universitätsstrasse 1, 40225, Düsseldorf, Germany
| | - Philipp C Münch
- Department of Algorithmic Bioinformatics, Heinrich Heine University, Universitätsstrasse 1, 40225 Düsseldorf, Germany.,Computational Biology of Infection Research, Helmholtz Center for Infection Research, Inhoffenstrasse 7, 38124 Braunschweig, Germany, and
| | - Kebria Hezaveh
- From the Department of Pediatric Oncology, Hematology and Clinical Immunology, Center for Child and Adolescent Health, Medical Faculty, Heinrich Heine University, Moorenstrasse 5, 40225 Düsseldorf, Germany
| | - Hamed Shaykhalishahi
- Institute of Physical Biology, Heinrich Heine University, Universitätsstrasse 1, 40225 Düsseldorf, Germany
| | - Wolfgang Hoyer
- Institute of Physical Biology, Heinrich Heine University, Universitätsstrasse 1, 40225 Düsseldorf, Germany
| | - Alice C McHardy
- Department of Algorithmic Bioinformatics, Heinrich Heine University, Universitätsstrasse 1, 40225 Düsseldorf, Germany.,Computational Biology of Infection Research, Helmholtz Center for Infection Research, Inhoffenstrasse 7, 38124 Braunschweig, Germany, and
| | - Philipp A Lang
- Department of Molecular Medicine II, Heinrich Heine University, Universitätsstrasse 1, 40225, Düsseldorf, Germany
| | - Arndt Borkhardt
- From the Department of Pediatric Oncology, Hematology and Clinical Immunology, Center for Child and Adolescent Health, Medical Faculty, Heinrich Heine University, Moorenstrasse 5, 40225 Düsseldorf, Germany
| | - Jessica I Hoell
- From the Department of Pediatric Oncology, Hematology and Clinical Immunology, Center for Child and Adolescent Health, Medical Faculty, Heinrich Heine University, Moorenstrasse 5, 40225 Düsseldorf, Germany,
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12
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Shinde R, Hezaveh K, Halaby MJ, Kloetgen A, Chakravarthy A, da Silva Medina T, Deol R, Manion KP, Baglaenko Y, Eldh M, Lamorte S, Wallace D, Chodisetti SB, Ravishankar B, Liu H, Chaudhary K, Munn DH, Tsirigos A, Madaio M, Gabrielsson S, Touma Z, Wither J, De Carvalho DD, McGaha TL. Apoptotic cell-induced AhR activity is required for immunological tolerance and suppression of systemic lupus erythematosus in mice and humans. Nat Immunol 2018; 19:571-582. [PMID: 29760532 PMCID: PMC5976527 DOI: 10.1038/s41590-018-0107-1] [Citation(s) in RCA: 110] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Accepted: 03/30/2018] [Indexed: 12/15/2022]
Abstract
The transcription factor AhR modulates immunity at multiple levels. Here we report phagocytes exposed to apoptotic cells exhibited rapid activation of AhR, which drove production of interleukin 10. Activation of AhR was dependent on interactions between apoptotic-cell DNA and the pattern-recognition receptor TLR9 that was required for prevention of immune responses to DNA and histones in vivo. Moreover, disease progression in murine systemic lupus erythematosus (SLE) correlated with strength of the AhR signal, and disease course could be altered by modulation of AhR activity. Deletion of AhR in the myeloid lineage caused systemic autoimmunity in mice and an increased AhR transcriptional signature correlated with disease in patients with SLE. Thus, AhR activity induced by apoptotic cell phagocytes maintains peripheral tolerance.
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Affiliation(s)
- Rahul Shinde
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Kebria Hezaveh
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Marie Jo Halaby
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Andreas Kloetgen
- Department of Pathology, New York University School of Medicine, New York, NY, USA
| | - Ankur Chakravarthy
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Tiago da Silva Medina
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Reema Deol
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Kieran P Manion
- Department of Immunology, University of Toronto, Toronto, ON, Canada.,Krembil Research Institute, University Health Network, Toronto, ON, Canada
| | - Yuriy Baglaenko
- Department of Immunology, University of Toronto, Toronto, ON, Canada.,Krembil Research Institute, University Health Network, Toronto, ON, Canada
| | - Maria Eldh
- Department of Medicine, Unit for Immunology and Allergy, Karolinska Institute, Stockholm, Sweden
| | - Sara Lamorte
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Drew Wallace
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Sathi Babu Chodisetti
- Department of Immunology, Pennsylvania State University School of Medicine, Hershey, PA, USA
| | | | - Haiyun Liu
- Department of Dermatology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kapil Chaudhary
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - David H Munn
- Department of Paediatrics, Medical College of Georgia, Augusta, GA, USA
| | - Aristotelis Tsirigos
- Department of Pathology, New York University School of Medicine, New York, NY, USA.,Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA.,Applied Bioinformatics Laboratories, New York University School of Medicine, New York, NY, USA
| | - Michael Madaio
- Department of Medicine, Medical College of Georgia, Augusta, GA, USA
| | - Susanne Gabrielsson
- Department of Medicine, Unit for Immunology and Allergy, Karolinska Institute, Stockholm, Sweden
| | - Zahi Touma
- University of Toronto Lupus Clinic, University of Toronto, Toronto, ON, Canada.,Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.,Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Joan Wither
- Department of Immunology, University of Toronto, Toronto, ON, Canada.,Krembil Research Institute, University Health Network, Toronto, ON, Canada.,Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Daniel D De Carvalho
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Tracy L McGaha
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada. .,Department of Immunology, University of Toronto, Toronto, ON, Canada.
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13
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Shinde RS, Hezaveh K, Halaby MJ, Kloetgen A, Lamorte S, Munn D, Tsirigos A, Madaio M, Gabrielsson S, Wither J, De Carvalho D, McGaha T. Apoptotic cell induced, TLR9-dependent AhR activity is a critical driver of tolerance induction and suppression of lupus. The Journal of Immunology 2018. [DOI: 10.4049/jimmunol.200.supp.175.6] [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
The Aryl hydrocarbon receptor (AhR) can potently modulate immunity at multiple levels, but its mechanistic role in immune regulation is still being elucidated. Here we show phagocytes exposed to apoptotic cells exhibit rapid activation of AhR driving IL-10 that antagonizes inflammatory cytokine production. AhR activation was dependent on apoptotic cell DNA-TLR9 interactions and reactive oxygen species (ROS) production in phagocytes that promoted nuclear accumulation and transcriptional activity. In vivo, apoptotic cell-induced AhR signals in myeloid cells were required for prevention of inflammatory innate and adaptive immunity against DNA and histones. Moreover, disease progression in lupus correlated with AhR signal strength, and disease course could be reduced or exacerbated by modulation of AhR activity. Finally, we observed myeloid specific deletion of AhR in mice resulted in systemic autoimmunity, and in SLE patients an increased AhR transcriptional signature correlated with disease. Thus, our findings suggest AhR activity influenced by apoptotic cell death is a key mechanism in maintenance of peripheral tolerance reducing inflammation and thereby retarding systemic autoimmune disease progression.
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14
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Shinde RS, Hezaveh K, Utsch L, Lamorte S, Ravishankar B, Liu H, Chaudhary K, Medina T, Kloetgen A, Halaby MJ, Madaio M, Wither J, Tsirigos A, De Carvalho D, Munn D, McGaha T. Apoptotic cell driven ROS burst drives AhR dependent immunologic tolerance and suppression of lupus. The Journal of Immunology 2017. [DOI: 10.4049/jimmunol.198.supp.224.15] [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
Tissue-resident macrophages (MΦ) are crucial in driving tolerance and preventing systemic autoimmunity. We have previously shown that exposure to apoptotic cells triggers a regulatory circuit dependent on IL-10 production in resident MΦ. However, key molecular mechanisms driving the regulatory response to apoptosis are not clear. RNA transcriptome analysis of MΦs after exposure to apoptotic cells identified strong transcript association with the aryl hydrocarbon receptor (AhR) signaling pathway, an association that was confirmed by phenotypic and biochemical analysis. When AhR activity was blocked, apoptotic cells induced an alteration in the mRNA signature enhancing proinflammatory effector expression. Functional analysis revealed that the DNA from apoptotic cells activated AhR in a reactive oxygen species (ROS) dependent mechanism and AhR is required for IL-10 production. Consequently, inhibition or deletion of AhR signals fundamentally altered immune responses to apoptotic cells in vivo resulting in proinflammatory cytokine production, increased effector T cell responses, and failure of long-term tolerance to apoptotic cell-associated antigens. Surprisingly, mice lacking AhR developed progressive systemic autoimmunity characterized by excessive MΦ and lymphocyte activation and renal pathology. Similarly, SLE-prone mice treated with AhR antagonist exhibited poor survival, while agonist treatment ablated disease pathology. Finally, an AhR transcriptional signature was significantly associated with active SLE flare in SLE patients. Thus, the data demonstrates the AhR pathway is a key molecular circuit responsible for apoptotic cell driven tolerance and suppression of inflammatory autoimmunity.
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Affiliation(s)
| | | | - Lara Utsch
- 1Princess Margaret Cancer Center, Canada
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15
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Doerrenberg M, Kloetgen A, Hezaveh K, Wössmann W, Bleckmann K, Stanulla M, Schrappe M, McHardy AC, Borkhardt A, Hoell JI. T-cell acute lymphoblastic leukemia in infants has distinct genetic and epigenetic features compared to childhood cases. Genes Chromosomes Cancer 2016; 56:159-167. [DOI: 10.1002/gcc.22423] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Revised: 09/21/2016] [Accepted: 09/22/2016] [Indexed: 12/19/2022] Open
Affiliation(s)
- Mareike Doerrenberg
- Department of Pediatric Oncology, Hematology and Clinical Immunology; Heinrich-Heine-University, Medical Faculty; Düsseldorf Germany
| | - Andreas Kloetgen
- Department of Pediatric Oncology, Hematology and Clinical Immunology; Heinrich-Heine-University, Medical Faculty; Düsseldorf Germany
- Computational Biology of Infection Research, Helmholtz Center for Infection Research; Braunschweig Germany
| | - Kebria Hezaveh
- Department of Pediatric Oncology, Hematology and Clinical Immunology; Heinrich-Heine-University, Medical Faculty; Düsseldorf Germany
| | - Wilhelm Wössmann
- Department of Pediatric Hematology and Oncology; University Hospital Gießen and Marburg; Gießen Germany
| | - Kirsten Bleckmann
- ALL BFM Trial Center; University Hospital Schleswig-Holstein; Kiel Germany
| | - Martin Stanulla
- Pediatric Hematology and Oncology; Hannover Medical School; Hannover Germany
| | - Martin Schrappe
- Department of Pediatrics; University Medical Center Schleswig-Holstein; Kiel Germany
| | - Alice C McHardy
- Computational Biology of Infection Research, Helmholtz Center for Infection Research; Braunschweig Germany
| | - Arndt Borkhardt
- Department of Pediatric Oncology, Hematology and Clinical Immunology; Heinrich-Heine-University, Medical Faculty; Düsseldorf Germany
| | - Jessica I Hoell
- Department of Pediatric Oncology, Hematology and Clinical Immunology; Heinrich-Heine-University, Medical Faculty; Düsseldorf Germany
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16
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Hezaveh K, Kloetgen A, Bernhart SH, Mahapatra KD, Lenze D, Richter J, Haake A, Bergmann AK, Brors B, Burkhardt B, Claviez A, Drexler HG, Eils R, Haas S, Hoffmann S, Karsch D, Klapper W, Kleinheinz K, Korbel J, Kretzmer H, Kreuz M, Küppers R, Lawerenz C, Leich E, Loeffler M, Mantovani-Loeffler L, López C, McHardy AC, Möller P, Rohde M, Rosenstiel P, Rosenwald A, Schilhabel M, Schlesner M, Scholz I, Stadler PF, Stilgenbauer S, Sungalee S, Szczepanowski M, Trümper L, Weniger MA, Siebert R, Borkhardt A, Hummel M, Hoell JI. Alterations of microRNA and microRNA-regulated messenger RNA expression in germinal center B-cell lymphomas determined by integrative sequencing analysis. Haematologica 2016; 101:1380-1389. [PMID: 27390358 DOI: 10.3324/haematol.2016.143891] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Accepted: 07/01/2016] [Indexed: 12/22/2022] Open
Abstract
MicroRNA are well-established players in post-transcriptional gene regulation. However, information on the effects of microRNA deregulation mainly relies on bioinformatic prediction of potential targets, whereas proof of the direct physical microRNA/target messenger RNA interaction is mostly lacking. Within the International Cancer Genome Consortium Project "Determining Molecular Mechanisms in Malignant Lymphoma by Sequencing", we performed miRnome sequencing from 16 Burkitt lymphomas, 19 diffuse large B-cell lymphomas, and 21 follicular lymphomas. Twenty-two miRNA separated Burkitt lymphomas from diffuse large B-cell lymphomas/follicular lymphomas, of which 13 have shown regulation by MYC. Moreover, we found expression of three hitherto unreported microRNA. Additionally, we detected recurrent mutations of hsa-miR-142 in diffuse large B-cell lymphomas and follicular lymphomas, and editing of the hsa-miR-376 cluster, providing evidence for microRNA editing in lymphomagenesis. To interrogate the direct physical interactions of microRNA with messenger RNA, we performed Argonaute-2 photoactivatable ribonucleoside-enhanced cross-linking and immunoprecipitation experiments. MicroRNA directly targeted 208 messsenger RNA in the Burkitt lymphomas and 328 messenger RNA in the non-Burkitt lymphoma models. This integrative analysis discovered several regulatory pathways of relevance in lymphomagenesis including Ras, PI3K-Akt and MAPK signaling pathways, also recurrently deregulated in lymphomas by mutations. Our dataset reveals that messenger RNA deregulation through microRNA is a highly relevant mechanism in lymphomagenesis.
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Affiliation(s)
- Kebria Hezaveh
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Heinrich-Heine-University, Medical Faculty, Düsseldorf, Germany
| | - Andreas Kloetgen
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Heinrich-Heine-University, Medical Faculty, Düsseldorf, Germany.,Department of Algorithmic Bioinformatics, Heinrich-Heine University, Duesseldorf, Germany
| | - Stephan H Bernhart
- Transcriptome Bioinformatics Group, LIFE Research Center for Civilization Diseases, University of Leipzig, Germany.,Bioinformatics Group, Department of Computer Science, University of Leipzig, Germany.,Interdisciplinary Center for Bioinformatics, University of Leipzig, Germany
| | - Kunal Das Mahapatra
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Heinrich-Heine-University, Medical Faculty, Düsseldorf, Germany
| | - Dido Lenze
- Institute of Pathology, Charité - University Medicine Berlin, Germany
| | - Julia Richter
- Institute of Human Genetics, University Hospital Schleswig-Holstein Campus Kiel/Christian-Albrechts University Kiel, Germany
| | - Andrea Haake
- Institute of Human Genetics, University Hospital Schleswig-Holstein Campus Kiel/Christian-Albrechts University Kiel, Germany
| | - Anke K Bergmann
- Institute of Human Genetics, University Hospital Schleswig-Holstein Campus Kiel/Christian-Albrechts University Kiel, Germany
| | - Benedikt Brors
- Division Applied Bioinformatics, German Cancer Research Center (DKFZ), Heidelberg, Germany.,National Center for Tumor Diseases (NCT), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Birgit Burkhardt
- Department of Pediatric Hematology and Oncology, University Hospital Münster, Germany
| | - Alexander Claviez
- Department of Pediatrics, University Hospital Schleswig-Holstein, Campus Kiel, Germany
| | - Hans G Drexler
- Department of Human and Animal Cell Cultures, German Collection of Microorganisms and Cell Cultures, Braunschweig, Germany
| | - Roland Eils
- Division of Theoretical Bioinformatics (B080), German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Bioinformatics and Functional Genomics, Institute for Pharmacy and Molecular Biotechnology and Bioquant, Heidelberg University, Germany
| | - Siegfried Haas
- Friedrich-Ebert Hospital Neumünster, Clinics for Hematology, Oncology and Nephrology, Neumünster, Germany
| | - Steve Hoffmann
- Transcriptome Bioinformatics Group, LIFE Research Center for Civilization Diseases, University of Leipzig, Germany.,Bioinformatics Group, Department of Computer Science, University of Leipzig, Germany
| | - Dennis Karsch
- Department of Internal Medicine II: Hematology and Oncology, University Medical Centre, Campus Kiel, Germany
| | - Wolfram Klapper
- Hematopathology Section, University Hospital Schleswig-Holstein Campus Kiel/Christian-Albrechts University Kiel, Germany
| | - Kortine Kleinheinz
- Division of Theoretical Bioinformatics (B080), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jan Korbel
- EMBL Heidelberg, Genome Biology, Heidelberg, Germany
| | - Helene Kretzmer
- Transcriptome Bioinformatics Group, LIFE Research Center for Civilization Diseases, University of Leipzig, Germany.,Bioinformatics Group, Department of Computer Science, University of Leipzig, Germany
| | - Markus Kreuz
- Institute for Medical Informatics Statistics and Epidemiology, Leipzig, Germany
| | - Ralf Küppers
- Institute of Cell Biology (Cancer Research), University of Duisburg-Essen, Essen, Germany
| | - Chris Lawerenz
- Division of Theoretical Bioinformatics (B080), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ellen Leich
- Institute of Pathology, University of Würzburg, and Comprehensive Cancer Center Mainfranken, Würzburg, Germany
| | - Markus Loeffler
- Institute for Medical Informatics Statistics and Epidemiology, Leipzig, Germany
| | | | - Cristina López
- Institute of Human Genetics, University Hospital Schleswig-Holstein Campus Kiel/Christian-Albrechts University Kiel, Germany
| | - Alice C McHardy
- Department of Algorithmic Bioinformatics, Heinrich-Heine University, Duesseldorf, Germany.,Computational Biology of Infection Research, Helmholtz Center for Infection Research, Braunschweig, Germany
| | - Peter Möller
- Institute of Pathology, Medical Faculty of the Ulm University, Germany
| | - Marius Rohde
- Department of Pediatric Hematology and Oncology University Hospital Giessen, Germany
| | - Philip Rosenstiel
- Institute of Clinical Molecular Biology, University Hospital Schleswig-Holstein Campus Kiel/Christian-Albrechts University Kiel, Germany
| | - Andreas Rosenwald
- Institute of Pathology, University of Würzburg, and Comprehensive Cancer Center Mainfranken, Würzburg, Germany
| | - Markus Schilhabel
- Institute of Clinical Molecular Biology, University Hospital Schleswig-Holstein Campus Kiel/Christian-Albrechts University Kiel, Germany
| | - Matthias Schlesner
- Division of Theoretical Bioinformatics (B080), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ingrid Scholz
- Division of Theoretical Bioinformatics (B080), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Peter F Stadler
- Transcriptome Bioinformatics Group, LIFE Research Center for Civilization Diseases, University of Leipzig, Germany.,Bioinformatics Group, Department of Computer Science, University of Leipzig, Germany.,Interdisciplinary Center for Bioinformatics, University of Leipzig, Germany.,RNomics Group, Fraunhofer Institute for Cell Therapy and Immunology IZI, Leipzig, Germany.,Max-Planck-Institute for Mathematics in Sciences, Leipzig, Germany.,Santa Fe Institute, NM, USA
| | | | | | - Monika Szczepanowski
- Hematopathology Section, University Hospital Schleswig-Holstein Campus Kiel/Christian-Albrechts University Kiel, Germany
| | - Lorenz Trümper
- Department of Hematology and Oncology, Georg-August-University of Göttingen, Germany
| | - Marc A Weniger
- Institute of Cell Biology (Cancer Research), University of Duisburg-Essen, Essen, Germany
| | - Reiner Siebert
- Institute of Human Genetics, University Hospital Schleswig-Holstein Campus Kiel/Christian-Albrechts University Kiel, Germany
| | - Arndt Borkhardt
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Heinrich-Heine-University, Medical Faculty, Düsseldorf, Germany
| | - Michael Hummel
- Institute of Pathology, Charité - University Medicine Berlin, Germany
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17
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Fischer U, Forster M, Rinaldi A, Risch T, Sungalee S, Warnatz HJ, Bornhauser B, Gombert M, Kratsch C, Stütz AM, Sultan M, Tchinda J, Worth CL, Amstislavskiy V, Badarinarayan N, Baruchel A, Bartram T, Basso G, Canpolat C, Cario G, Cavé H, Dakaj D, Delorenzi M, Dobay MP, Eckert C, Ellinghaus E, Eugster S, Frismantas V, Ginzel S, Haas OA, Heidenreich O, Hemmrich-Stanisak G, Hezaveh K, Höll JI, Hornhardt S, Husemann P, Kachroo P, Kratz CP, Te Kronnie G, Marovca B, Niggli F, McHardy AC, Moorman AV, Panzer-Grümayer R, Petersen BS, Raeder B, Ralser M, Rosenstiel P, Schäfer D, Schrappe M, Schreiber S, Schütte M, Stade B, Thiele R, von der Weid N, Vora A, Zaliova M, Zhang L, Zichner T, Zimmermann M, Lehrach H, Borkhardt A, Bourquin JP, Franke A, Korbel JO, Stanulla M, Yaspo ML. Genomics and drug profiling of fatal TCF3-HLF-positive acute lymphoblastic leukemia identifies recurrent mutation patterns and therapeutic options. Nat Genet 2015. [PMID: 26214592 PMCID: PMC4603357 DOI: 10.1038/ng.3362] [Citation(s) in RCA: 156] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
TCF3-HLF-fusion positive acute lymphoblastic leukemia (ALL) is currently incurable. Employing an integrated approach, we uncovered distinct mutation, gene expression, and drug response profiles in TCF3-HLF-positive and treatment-responsive TCF3-PBX1-positive ALL. Recurrent intragenic deletions of PAX5 or VPREB1 were identified in constellation with TCF3-HLF. Moreover somatic mutations in the non-translocated allele of TCF3 and a reduction of PAX5 gene dosage in TCF3-HLF ALL suggest cooperation within a restricted genetic context. The enrichment for stem cell and myeloid features in the TCF3-HLF signature may reflect reprogramming by TCF3-HLF of a lymphoid-committed cell of origin towards a hybrid, drug-resistant hematopoietic state. Drug response profiling of matched patient-derived xenografts revealed a distinct profile for TCF3-HLF ALL with resistance to conventional chemotherapeutics, but sensitivity towards glucocorticoids, anthracyclines and agents in clinical development. Striking on-target sensitivity was achieved with the BCL2-specific inhibitor venetoclax (ABT-199). This integrated approach thus provides alternative treatment options for this deadly disease.
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Affiliation(s)
- Ute Fischer
- Clinic for Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany
| | - Michael Forster
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Anna Rinaldi
- Pediatric Oncology, Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland
| | - Thomas Risch
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Stéphanie Sungalee
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany
| | - Hans-Jörg Warnatz
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Beat Bornhauser
- Pediatric Oncology, Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland
| | - Michael Gombert
- Clinic for Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany
| | - Christina Kratsch
- Department of Algorithmic Bioinformatics, Heinrich-Heine-University, Düsseldorf, Germany
| | - Adrian M Stütz
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany
| | - Marc Sultan
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Joelle Tchinda
- Pediatric Oncology, Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland
| | - Catherine L Worth
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | | | - Nandini Badarinarayan
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - André Baruchel
- Department of Pediatric Hemato-Immunology, Hôpital Robert Debré and Paris Diderot University, Paris, France
| | - Thies Bartram
- Department of Pediatrics, Christian-Albrechts-University of Kiel and University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Giuseppe Basso
- Department of Pediatrics, Laboratory of Pediatric Hematology/Oncology, University of Padova, Padova, Italy
| | - Cengiz Canpolat
- Department of Pediatrics, Acıbadem University Medical School, Ataşehir, Istanbul, Turkey
| | - Gunnar Cario
- Department of Pediatrics, Christian-Albrechts-University of Kiel and University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Hélène Cavé
- Department of Genetics, Hôpital Robert Debré and Paris Diderot University, Paris, France
| | - Dardane Dakaj
- Pediatric Oncology, Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland
| | - Mauro Delorenzi
- Ludwig Center for Cancer Research, University of Lausanne, Lausanne, Switzerland.,Swiss Institute for Bioinformatics (SIB), Lausanne, Switzerland
| | | | - Cornelia Eckert
- Pediatric Hematology and Oncology, Charité University Hospital, Berlin, Germany
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Sabrina Eugster
- Pediatric Oncology, Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland
| | - Viktoras Frismantas
- Pediatric Oncology, Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland
| | - Sebastian Ginzel
- Clinic for Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany.,Department of Computer Science, Bonn-Rhine-Sieg University of Applied Sciences, Sankt Augustin, Germany
| | - Oskar A Haas
- Children's Cancer Research Institute, Vienna, Austria
| | - Olaf Heidenreich
- Northern Institute of Cancer Research, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Georg Hemmrich-Stanisak
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Kebria Hezaveh
- Clinic for Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany
| | - Jessica I Höll
- Clinic for Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany
| | - Sabine Hornhardt
- Federal Office for Radiation Protection, Oberschleissheim, Germany
| | - Peter Husemann
- Clinic for Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany
| | - Priyadarshini Kachroo
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Christian P Kratz
- Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany
| | - Geertruy Te Kronnie
- Department of Pediatrics, Laboratory of Pediatric Hematology/Oncology, University of Padova, Padova, Italy
| | - Blerim Marovca
- Pediatric Oncology, Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland
| | - Felix Niggli
- Pediatric Oncology, Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland
| | - Alice C McHardy
- Department of Algorithmic Bioinformatics, Heinrich-Heine-University, Düsseldorf, Germany
| | - Anthony V Moorman
- Northern Institute of Cancer Research, Newcastle University, Newcastle upon Tyne, United Kingdom
| | | | - Britt S Petersen
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Benjamin Raeder
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany
| | - Meryem Ralser
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Philip Rosenstiel
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Daniel Schäfer
- Clinic for Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany
| | - Martin Schrappe
- Department of Pediatrics, Christian-Albrechts-University of Kiel and University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Stefan Schreiber
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | | | - Björn Stade
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Ralf Thiele
- Department of Computer Science, Bonn-Rhine-Sieg University of Applied Sciences, Sankt Augustin, Germany
| | | | - Ajay Vora
- Sheffield Children's Hospital, Sheffield, United Kingdom
| | - Marketa Zaliova
- Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany.,Childhood Leukaemia Investigation Prague (CLIP), Department of Pediatric Hematology/Oncology, Second Faculty of Medicine, Charles University Prague, Prague, Czech Republic
| | - Langhui Zhang
- Clinic for Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany.,Department of Hematology, Union Hospital, Fujian Medical University, Fuzhou, China
| | - Thomas Zichner
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany
| | - Martin Zimmermann
- Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany
| | - Hans Lehrach
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany.,Alacris Theranostics GmbH, Berlin, Germany.,Dahlem Centre for Genome Reseach and Medical Systems Biology, Berlin, Germany
| | - Arndt Borkhardt
- Clinic for Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany
| | - Jean-Pierre Bourquin
- Pediatric Oncology, Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Jan O Korbel
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany
| | - Martin Stanulla
- Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany
| | - Marie-Laure Yaspo
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
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