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Benavente ED, Hartman RJG, Sakkers TR, Wesseling M, Sloots Y, Slenders L, Boltjes A, Mol BM, de Borst GJ, de Kleijn DPV, Prange KHM, de Winther MPJ, Kuiper J, Civelek M, van der Laan SW, Horvath S, Onland-Moret C, Mokry M, Pasterkamp G, den Ruijter HM. Atherosclerotic Plaque Epigenetic Age Acceleration Predicts a Poor Prognosis and Is Associated With Endothelial-to-Mesenchymal Transition in Humans. Arterioscler Thromb Vasc Biol 2024. [PMID: 38634280 DOI: 10.1161/atvbaha.123.320692] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 03/25/2024] [Indexed: 04/19/2024]
Abstract
BACKGROUND Epigenetic age estimators (clocks) are predictive of human mortality risk. However, it is not yet known whether the epigenetic age of atherosclerotic plaques is predictive for the risk of cardiovascular events. METHODS Whole-genome DNA methylation of human carotid atherosclerotic plaques (n=485) and of blood (n=93) from the Athero-Express endarterectomy cohort was used to calculate epigenetic age acceleration (EAA). EAA was linked to clinical characteristics, plaque histology, and future cardiovascular events (n=136). We studied whole-genome DNA methylation and bulk and single-cell transcriptomics to uncover molecular mechanisms of plaque EAA. We experimentally confirmed our in silico findings using in vitro experiments in primary human coronary endothelial cells. RESULTS Male and female patients with severe atherosclerosis had a median chronological age of 69 years. The median epigenetic age was 65 years in females (median EAA, -2.2 [interquartile range, -4.3 to 2.2] years) and 68 years in males (median EAA, -0.3 [interquartile range, -2.9 to 3.8] years). Patients with diabetes and a high body mass index had higher plaque EAA. Increased EAA of plaque predicted future events in a 3-year follow-up in a Cox regression model (univariate hazard ratio, 1.7; P=0.0034) and adjusted multivariate model (hazard ratio, 1.56; P=0.02). Plaque EAA predicted outcome independent of blood EAA (hazard ratio, 1.3; P=0.018) and of plaque hemorrhage (hazard ratio, 1.7; P=0.02). Single-cell RNA sequencing in plaque samples from 46 patients in the same cohort revealed smooth muscle and endothelial cells as important cell types in plaque EAA. Endothelial-to-mesenchymal transition was associated with EAA, which was experimentally confirmed by TGFβ-triggered endothelial-to-mesenchymal transition inducing rapid epigenetic aging in coronary endothelial cells. CONCLUSIONS Plaque EAA is a strong and independent marker of poor outcome in patients with severe atherosclerosis. Plaque EAA was linked to mesenchymal endothelial and smooth muscle cells. Endothelial-to-mesenchymal transition was associated with EAA, which was experimentally validated. Epigenetic aging mechanisms may provide new targets for treatments that reduce atherosclerosis complications.
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Affiliation(s)
- Ernest Diez Benavente
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, the Netherlands. (E.D.B., R.J.G.H., T.R.S., Y.S., M.M., H.M.d.R.)
| | - Robin J G Hartman
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, the Netherlands. (E.D.B., R.J.G.H., T.R.S., Y.S., M.M., H.M.d.R.)
| | - Tim R Sakkers
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, the Netherlands. (E.D.B., R.J.G.H., T.R.S., Y.S., M.M., H.M.d.R.)
| | - Marian Wesseling
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, the Netherlands. (M.W., L.S., A.B., S.W.v.d.L., M.M., G.P.)
| | - Yannicke Sloots
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, the Netherlands. (E.D.B., R.J.G.H., T.R.S., Y.S., M.M., H.M.d.R.)
| | - Lotte Slenders
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, the Netherlands. (M.W., L.S., A.B., S.W.v.d.L., M.M., G.P.)
| | - Arjan Boltjes
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, the Netherlands. (M.W., L.S., A.B., S.W.v.d.L., M.M., G.P.)
| | - Barend M Mol
- Department of Vascular Surgery, University Medical Center Utrecht, Utrecht University, the Netherlands. (B.M.M., G.J.d.B., D.P.V.d.K.)
| | - Gert J de Borst
- Department of Vascular Surgery, University Medical Center Utrecht, Utrecht University, the Netherlands. (B.M.M., G.J.d.B., D.P.V.d.K.)
| | - Dominique P V de Kleijn
- Department of Vascular Surgery, University Medical Center Utrecht, Utrecht University, the Netherlands. (B.M.M., G.J.d.B., D.P.V.d.K.)
| | - Koen H M Prange
- Division of Biotherapeutics, Leiden Academic Centre for Drug Research, Leiden University, the Netherlands (K.H.M.P., M.P.J.d.W., J.K.)
| | - Menno P J de Winther
- Division of Biotherapeutics, Leiden Academic Centre for Drug Research, Leiden University, the Netherlands (K.H.M.P., M.P.J.d.W., J.K.)
| | - Johan Kuiper
- Division of Biotherapeutics, Leiden Academic Centre for Drug Research, Leiden University, the Netherlands (K.H.M.P., M.P.J.d.W., J.K.)
| | - Mete Civelek
- Center for Public Health Genomics, University of Virginia, Charlottesville. (M.C.)
- Department of Biomedical Engineering, University of Virginia, Charlottesville. (M.C.)
| | - Sander W van der Laan
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, the Netherlands. (M.W., L.S., A.B., S.W.v.d.L., M.M., G.P.)
| | - Steve Horvath
- Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles. (S.H.)
- Department of Biostatistics, Fielding School of Public Health, University of California, Los Angeles. (S.H.)
- Altos Labs, Cambridge Institute of Science, United Kingdom (S.H.)
| | - Charlotte Onland-Moret
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, the Netherlands. (C.O.-M.)
| | - Michal Mokry
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, the Netherlands. (E.D.B., R.J.G.H., T.R.S., Y.S., M.M., H.M.d.R.)
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, the Netherlands. (M.W., L.S., A.B., S.W.v.d.L., M.M., G.P.)
| | - Gerard Pasterkamp
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, the Netherlands. (M.W., L.S., A.B., S.W.v.d.L., M.M., G.P.)
| | - Hester M den Ruijter
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, the Netherlands. (E.D.B., R.J.G.H., T.R.S., Y.S., M.M., H.M.d.R.)
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Depuydt MAC, Schaftenaar FH, Prange KHM, Boltjes A, Hemme E, Delfos L, de Mol J, de Jong MJM, Bernabé Kleijn MNA, Peeters JAHM, Goncalves L, Wezel A, Smeets HJ, de Borst GJ, Foks AC, Pasterkamp G, de Winther MPJ, Kuiper J, Bot I, Slütter B. Single-cell T cell receptor sequencing of paired human atherosclerotic plaques and blood reveals autoimmune-like features of expanded effector T cells. Nat Cardiovasc Res 2023; 2:112-125. [PMID: 38665903 PMCID: PMC11041750 DOI: 10.1038/s44161-022-00208-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Accepted: 12/20/2022] [Indexed: 04/28/2024]
Abstract
Atherosclerosis is a lipid-driven chronic inflammatory disease; however, whether it can be classified as an autoimmune disease remains unclear. In this study, we applied single-cell T cell receptor seqencing (scTCR-seq) on human carotid artery plaques and matched peripheral blood mononuclear cell samples to assess the extent of TCR clonality and antigen-specific activation within the various T cell subsets. We observed the highest degree of plaque-specific clonal expansion in effector CD4+ T cells, and these clonally expanded T cells expressed genes such as CD69, FOS and FOSB, indicative of recent TCR engagement, suggesting antigen-specific stimulation. CellChat analysis suggested multiple potential interactions of these effector CD4+ T cells with foam cells. Finally, we integrated a published scTCR-seq dataset of the autoimmune disease psoriatic arthritis, and we report various commonalities between the two diseases. In conclusion, our data suggest that atherosclerosis has an autoimmune compondent driven by autoreactive CD4+ T cells.
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Affiliation(s)
- Marie A. C. Depuydt
- Leiden Academic Centre for Drug Research, Division of Biotherapeutics, Leiden University, Leiden, the Netherlands
| | - Frank H. Schaftenaar
- Leiden Academic Centre for Drug Research, Division of Biotherapeutics, Leiden University, Leiden, the Netherlands
| | - Koen H. M. Prange
- Amsterdam University Medical Centers, University of Amsterdam, Experimental Vascular Biology, Department of Medical Biochemistry, Amsterdam Cardiovascular Sciences, Amsterdam Infection and Immunity, Amsterdam, the Netherlands
| | - Arjan Boltjes
- Central Diagnostic Laboratory, University Medical Center, Utrecht University, Utrecht, the Netherlands
| | - Esmeralda Hemme
- Leiden Academic Centre for Drug Research, Division of Biotherapeutics, Leiden University, Leiden, the Netherlands
| | - Lucie Delfos
- Leiden Academic Centre for Drug Research, Division of Biotherapeutics, Leiden University, Leiden, the Netherlands
| | - Jill de Mol
- Leiden Academic Centre for Drug Research, Division of Biotherapeutics, Leiden University, Leiden, the Netherlands
| | - Maaike J. M. de Jong
- Leiden Academic Centre for Drug Research, Division of Biotherapeutics, Leiden University, Leiden, the Netherlands
| | - Mireia N. A. Bernabé Kleijn
- Leiden Academic Centre for Drug Research, Division of Biotherapeutics, Leiden University, Leiden, the Netherlands
| | | | - Lauren Goncalves
- Department of Surgery, Haaglanden Medisch Centrum Westeinde, The Hague, the Netherlands
| | - Anouk Wezel
- Department of Surgery, Haaglanden Medisch Centrum Westeinde, The Hague, the Netherlands
| | - Harm J. Smeets
- Department of Surgery, Haaglanden Medisch Centrum Westeinde, The Hague, the Netherlands
| | - Gert J. de Borst
- Department of Vascular Surgery, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Amanda C. Foks
- Leiden Academic Centre for Drug Research, Division of Biotherapeutics, Leiden University, Leiden, the Netherlands
| | - Gerard Pasterkamp
- Central Diagnostic Laboratory, University Medical Center, Utrecht University, Utrecht, the Netherlands
| | - Menno P. J. de Winther
- Amsterdam University Medical Centers, University of Amsterdam, Experimental Vascular Biology, Department of Medical Biochemistry, Amsterdam Cardiovascular Sciences, Amsterdam Infection and Immunity, Amsterdam, the Netherlands
| | - Johan Kuiper
- Leiden Academic Centre for Drug Research, Division of Biotherapeutics, Leiden University, Leiden, the Netherlands
| | - Ilze Bot
- Leiden Academic Centre for Drug Research, Division of Biotherapeutics, Leiden University, Leiden, the Netherlands
| | - Bram Slütter
- Leiden Academic Centre for Drug Research, Division of Biotherapeutics, Leiden University, Leiden, the Netherlands
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Mijnheer G, Servaas NH, Leong JY, Boltjes A, Spierings E, Chen P, Lai L, Petrelli A, Vastert S, de Boer RJ, Albani S, Pandit A, van Wijk F. Compartmentalization and persistence of dominant (regulatory) T cell clones indicates antigen skewing in juvenile idiopathic arthritis. eLife 2023; 12:79016. [PMID: 36688525 PMCID: PMC9995115 DOI: 10.7554/elife.79016] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 01/20/2023] [Indexed: 01/24/2023] Open
Abstract
Autoimmune inflammation is characterized by tissue infiltration and expansion of antigen-specific T cells. Although this inflammation is often limited to specific target tissues, it remains yet to be explored whether distinct affected sites are infiltrated with the same, persistent T cell clones. Here, we performed CyTOF analysis and T cell receptor (TCR) sequencing to study immune cell composition and (hyper-)expansion of circulating and joint-derived Tregs and non-Tregs in juvenile idiopathic arthritis (JIA). We studied different joints affected at the same time, as well as over the course of relapsing-remitting disease. We found that the composition and functional characteristics of immune infiltrates are strikingly similar between joints within one patient, and observed a strong overlap between dominant T cell clones, especially Treg, of which some could also be detected in circulation and persisted over the course of relapsing-remitting disease. Moreover, these T cell clones were characterized by a high degree of sequence similarity, indicating the presence of TCR clusters responding to the same antigens. These data suggest that in localized autoimmune disease, there is autoantigen-driven expansion of both Teffector and Treg clones that are highly persistent and are (re)circulating. These dominant clones might represent interesting therapeutic targets.
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Affiliation(s)
- Gerdien Mijnheer
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht UniversityUtrechtNetherlands
| | - Nila Hendrika Servaas
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht UniversityUtrechtNetherlands
| | - Jing Yao Leong
- Translational Immunology Institute, Singhealth/Duke-NUS Academic Medical Centre, the AcademiaSingaporeSingapore
| | - Arjan Boltjes
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht UniversityUtrechtNetherlands
| | - Eric Spierings
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht UniversityUtrechtNetherlands
| | - Phyllis Chen
- Translational Immunology Institute, Singhealth/Duke-NUS Academic Medical Centre, the AcademiaSingaporeSingapore
| | - Liyun Lai
- Translational Immunology Institute, Singhealth/Duke-NUS Academic Medical Centre, the AcademiaSingaporeSingapore
| | - Alessandra Petrelli
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht UniversityUtrechtNetherlands
| | - Sebastiaan Vastert
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht UniversityUtrechtNetherlands
- Pediatric Immunology & Rheumatology, Wilhelmina Children’s Hospital, University Medical Center Utrecht, Utrecht UniversityUtrechtNetherlands
| | - Rob J de Boer
- Theoretical Biology, Utrecht UniversityUtrechtNetherlands
| | - Salvatore Albani
- Translational Immunology Institute, Singhealth/Duke-NUS Academic Medical Centre, the AcademiaSingaporeSingapore
| | - Aridaman Pandit
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht UniversityUtrechtNetherlands
| | - Femke van Wijk
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht UniversityUtrechtNetherlands
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Verwer MC, Mekke J, Timmerman N, Waissi F, Boltjes A, Pasterkamp G, de Borst GJ, de Kleijn DPV. Comparison of cardiovascular biomarker expression in extracellular vesicles, plasma and carotid plaque for the prediction of MACE in CEA patients. Sci Rep 2023; 13:1010. [PMID: 36653383 PMCID: PMC9849473 DOI: 10.1038/s41598-023-27916-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Accepted: 01/10/2023] [Indexed: 01/20/2023] Open
Abstract
Extracellular vesicles (EV) are a novel biomarker source for diagnosis and prognosis of cardiovascular disease. A protein comparison of plasma EVs in relation to blood plasma and atherosclerotic plaque has not been performed but would provide insight into the origin and content of biomarker sources and their association with atherosclerotic progression. Using samples of 88 carotid endarterectomy patients in the Athero-Express, 92 proteins (Olink Cardiovascular III panel) were measured in citrate plasma, plasma derived LDL-EVs and atherosclerotic plaque. Proteins were correlated between sources and were related to pre-operative stroke and 3-year major adverse cardiovascular events (MACE). Plasma and EV proteins correlated moderately on average, but with substantial variability. Both showed little correlation with plaque, suggesting that these circulating biomarkers may not originate from the latter. Plaque (n = 17) contained most differentially-expressed proteins in patients with stroke, opposed to EVs (n = 6) and plasma (n = 5). In contrast, EVs contained most differentially-expressed proteins for MACE (n = 21) compared to plasma (n = 9) and plaque (n = 1). EVs appear to provide additional information about severity and progression of systemic atherosclerosis than can be obtained from plasma or atherosclerotic plaque.
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Affiliation(s)
- Maarten C Verwer
- Department of Vascular Surgery, University Medical Center Utrecht, P.O. Box 85500, 3508 GA, Utrecht, The Netherlands
| | - Joost Mekke
- Department of Vascular Surgery, University Medical Center Utrecht, P.O. Box 85500, 3508 GA, Utrecht, The Netherlands
| | - Nathalie Timmerman
- Department of Vascular Surgery, University Medical Center Utrecht, P.O. Box 85500, 3508 GA, Utrecht, The Netherlands
| | - Farahnaz Waissi
- Department of Vascular Surgery, University Medical Center Utrecht, P.O. Box 85500, 3508 GA, Utrecht, The Netherlands
| | - Arjan Boltjes
- Department of Clinical Chemistry and Haematology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Gerard Pasterkamp
- Department of Clinical Chemistry and Haematology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Gert J de Borst
- Department of Vascular Surgery, University Medical Center Utrecht, P.O. Box 85500, 3508 GA, Utrecht, The Netherlands
| | - Dominique P V de Kleijn
- Department of Vascular Surgery, University Medical Center Utrecht, P.O. Box 85500, 3508 GA, Utrecht, The Netherlands.
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Peeters JGC, Boltjes A, Scholman RC, Vervoort SJ, Coffer PJ, Mokry M, Vastert SJ, van Wijk F, van Loosdregt J. Epigenetic changes in inflammatory arthritis monocytes contribute to disease and can be targeted by JAK inhibition. Rheumatology (Oxford) 2023:6982550. [PMID: 36625523 PMCID: PMC10396381 DOI: 10.1093/rheumatology/kead001] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 11/08/2022] [Accepted: 12/01/2022] [Indexed: 01/11/2023] Open
Abstract
OBJECTIVES How the local inflammatory environment regulates epigenetic changes in the context of inflammatory arthritis remains unclear. Here we assessed the transcriptional and active enhancer profile of monocytes derived from the inflamed joints of Juvenile Idiopathic Arthritis (JIA) patients, a model well-suited for studying inflammatory arthritis. METHODS RNA-sequencing and H3K27me3 chromatin immunoprecipitation sequencing (ChIP-seq) were used to analyze the transcriptional and epigenetic profile, respectively, of JIA synovial fluid-derived monocytes. RESULTS Synovial-derived monocytes display an activated phenotype, which is regulated on the epigenetic level. IFN signalling-associated genes are increased and epigenetically altered in synovial monocytes, indicating a driving role for IFN in establishing the local inflammatory phenotype. Treatment of synovial monocytes with the Janus-associated kinase (JAK) inhibitor ruxolitinib, which inhibits IFN signalling, transformed the activated enhancer landscape and reduced disease-associated gene expression, thereby inhibiting the inflammatory phenotype. CONCLUSION This study provides novel insights into epigenetic regulation of inflammatory arthritis patient-derived monocytes and highlights the therapeutic potential of epigenetic modulation for the treatment of inflammatory rheumatic diseases.
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Affiliation(s)
- Janneke G C Peeters
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Arjan Boltjes
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Rianne C Scholman
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Stephin J Vervoort
- Center for Molecular Medicine, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Paul J Coffer
- Center for Molecular Medicine, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Michal Mokry
- Laboratory of Experimental Cardiology, UMC Utrecht, Utrecht University, Utrecht, the Netherlands.,Department of Pediatric Gastroenterology, Wilhelmina Children's Hospital, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Sebastiaan J Vastert
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.,Department of Pediatric Rheumatology and Immunology, Division of Pediatrics, Wilhelmina Children's Hospital, University Medical Center Utrecht, Utrecht University Utrecht, The Netherlands
| | - Femke van Wijk
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Jorg van Loosdregt
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
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6
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Boltjes A, Samat AAK, Plantinga M, Mokry M, Castelijns B, Swart JF, Vastert SJ, Creyghton M, Nierkens S, van Loosdregt J, van Wijk F. Conventional dendritic cells type 1 are strongly enriched, quiescent and relatively tolerogenic in local inflammatory arthritis. Front Immunol 2023; 13:1101999. [PMID: 36685500 PMCID: PMC9846246 DOI: 10.3389/fimmu.2022.1101999] [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] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 12/12/2022] [Indexed: 01/05/2023] Open
Abstract
Introduction Dendritic cells (DC) are crucial for initiating and shaping immune responses. So far, little is known about the functional specialization of human DC subsets in (local) inflammatory conditions. We profiled conventional (c)DC1, cDC2 and monocytes based on phenotype, transcriptome and function from a local inflammatory site, namely synovial fluid (SF) from patients suffering from a chronic inflammatory condition, Juvenile Idiopathic Arthritis (JIA) as well as patients with rheumatoid arthritis (RA). Methods Paired PB and SF samples from 32 JIA and 4 RA patients were collected for mononuclear cell isolation. Flow cytometry was done for definition of antigen presenting cell (APC) subsets. Cell sorting was done on the FACSAria II or III. RNA sequencing was done on SF APC subsets. Proliferation assays were done on co-cultures after CD3 magnetic activated cell sorting (MACS). APC Toll-like receptor (TLR) stimulation was done using Pam3CSK4, Poly(I:C), LPS, CpG-A and R848. Cytokine production was measured by Luminex. Results cDC1, a relatively small DC subset in blood, are strongly enriched in SF, and showed a quiescent immune signature without a clear inflammatory profile, low expression of pathogen recognition receptors (PRRs), chemokine and cytokine receptors, and poor induction of T cell proliferation and cytokine production, but selective production of IFNλ upon polyinosinic:polycytidylic acid exposure. In stark contrast, cDC2 and monocytes from the same environment, showed a pro-inflammatory transcriptional profile, high levels of (spontaneous) pro-inflammatory cytokine production, and strong induction of T cell proliferation and cytokine production, including IL-17. Although the cDC2 and monocytes showed an overlapping transcriptional core profile, there were clear differences in the transcriptional landscape and functional features, indicating that these cell types retain their lineage identity in chronic inflammatory conditions. Discussion Our findings suggest that at the site of inflammation, there is specific functional programming of human DCs, especially cDC2. In contrast, the enriched cDC1 remain relatively quiescent and seemingly unchanged under inflammatory conditions, pointing to a potentially more regulatory role.
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Affiliation(s)
- Arjan Boltjes
- Center for Translational Immunology, University Medical Center Utrecht (UMC Utrecht), Utrecht, Netherlands
| | - Anoushka Ashok Kumar Samat
- Center for Translational Immunology, University Medical Center Utrecht (UMC Utrecht), Utrecht, Netherlands
| | - Maud Plantinga
- Center for Translational Immunology, University Medical Center Utrecht (UMC Utrecht), Utrecht, Netherlands
| | - Michal Mokry
- Center for Translational Immunology, University Medical Center Utrecht (UMC Utrecht), Utrecht, Netherlands
| | | | - Joost F. Swart
- Department of Pediatric Rheumatology and Immunology, Wilhelmina Children’s Hospital, University Medical Center Utrecht, Utrecht, Netherlands
| | - Sebastiaan J. Vastert
- Center for Translational Immunology, University Medical Center Utrecht (UMC Utrecht), Utrecht, Netherlands,Department of Pediatric Rheumatology and Immunology, Wilhelmina Children’s Hospital, University Medical Center Utrecht, Utrecht, Netherlands
| | - Menno Creyghton
- Hubrecht Institute, Utrecht, Netherlands,Erasmus University Medical Center, Rotterdam, Netherlands
| | - Stefan Nierkens
- Center for Translational Immunology, University Medical Center Utrecht (UMC Utrecht), Utrecht, Netherlands,Princess Ma´ xima Center for Pediatric Oncology, Blood and Marrow Transplantation Program, Utrecht, Netherlands
| | - Jorg van Loosdregt
- Center for Translational Immunology, University Medical Center Utrecht (UMC Utrecht), Utrecht, Netherlands,Department of Pediatric Rheumatology and Immunology, Wilhelmina Children’s Hospital, University Medical Center Utrecht, Utrecht, Netherlands
| | - Femke van Wijk
- Center for Translational Immunology, University Medical Center Utrecht (UMC Utrecht), Utrecht, Netherlands,Department of Pediatric Rheumatology and Immunology, Wilhelmina Children’s Hospital, University Medical Center Utrecht, Utrecht, Netherlands,*Correspondence: Femke van Wijk,
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7
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Mokry M, Boltjes A, Slenders L, Bel-Bordes G, Cui K, Brouwer E, Mekke JM, Depuydt MA, Timmerman N, Waissi F, Verwer MC, Turner AW, Khan MD, Hodonsky CJ, Benavente ED, Hartman RJ, van den Dungen NAM, Lansu N, Nagyova E, Prange KH, Kovacic JC, Björkegren JL, Pavlos E, Andreakos E, Schunkert H, Owens GK, Monaco C, Finn AV, Virmani R, Leeper NJ, de Winther MP, Kuiper J, de Borst GJ, Stroes ES, Civelek M, de Kleijn DP, den Ruijter HM, Asselbergs FW, van der Laan SW, Miller CL, Pasterkamp G. Transcriptomic-based clustering of human atherosclerotic plaques identifies subgroups with different underlying biology and clinical presentation. Nat Cardiovasc Res 2022; 1:1140-1155. [PMID: 37920851 PMCID: PMC10621615 DOI: 10.1038/s44161-022-00171-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 10/20/2022] [Indexed: 11/04/2023]
Abstract
Histopathological studies have revealed key processes of atherosclerotic plaque thrombosis. However, the diversity and complexity of lesion types highlight the need for improved sub-phenotyping. Here we analyze the gene expression profiles of 654 advanced human carotid plaques. The unsupervised, transcriptome-driven clustering revealed five dominant plaque types. These plaque phenotypes were associated with clinical presentation and showed differences in cellular compositions. Validation in coronary segments showed that the molecular signature of these plaques was linked to coronary ischemia. One of the plaque types with the most severe clinical symptoms pointed to both inflammatory and fibrotic cell lineages. Further, we did a preliminary analysis of potential circulating biomarkers that mark the different plaques phenotypes. In conclusion, the definition of the plaque at risk for a thrombotic event can be fine-tuned by in-depth transcriptomic-based phenotyping. These differential plaque phenotypes prove clinically relevant for both carotid and coronary artery plaques and point to distinct underlying biology of symptomatic lesions.
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Affiliation(s)
- Michal Mokry
- Central Diagnostics Laboratory, University Medical Center Utrecht, University Utrecht, Utrecht, The Netherlands
- Laboratory of Experimental Cardiology, Department of Cardiology, University Medical Center Utrecht, University Utrecht, Utrecht, The Netherlands
| | - Arjan Boltjes
- Central Diagnostics Laboratory, University Medical Center Utrecht, University Utrecht, Utrecht, The Netherlands
| | - Lotte Slenders
- Central Diagnostics Laboratory, University Medical Center Utrecht, University Utrecht, Utrecht, The Netherlands
| | - Gemma Bel-Bordes
- Central Diagnostics Laboratory, University Medical Center Utrecht, University Utrecht, Utrecht, The Netherlands
| | - Kai Cui
- Laboratory of Experimental Cardiology, Department of Cardiology, University Medical Center Utrecht, University Utrecht, Utrecht, The Netherlands
| | - Eli Brouwer
- Central Diagnostics Laboratory, University Medical Center Utrecht, University Utrecht, Utrecht, The Netherlands
| | - Joost M. Mekke
- Department of Vascular Surgery, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Marie A.C. Depuydt
- Leiden Academic Centre for Drug Research, Division of Biotherapeutics, Leiden University, Leiden, The Netherlands
| | - Nathalie Timmerman
- Department of Vascular Surgery, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Farahnaz Waissi
- Department of Vascular Surgery, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Maarten C Verwer
- Department of Vascular Surgery, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Adam W. Turner
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Mohammad Daud Khan
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Chani J. Hodonsky
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Ernest Diez Benavente
- Laboratory of Experimental Cardiology, Department of Cardiology, University Medical Center Utrecht, University Utrecht, Utrecht, The Netherlands
| | - Robin J.G. Hartman
- Laboratory of Experimental Cardiology, Department of Cardiology, University Medical Center Utrecht, University Utrecht, Utrecht, The Netherlands
| | - Noortje A M van den Dungen
- Central Diagnostics Laboratory, University Medical Center Utrecht, University Utrecht, Utrecht, The Netherlands
| | - Nico Lansu
- Central Diagnostics Laboratory, University Medical Center Utrecht, University Utrecht, Utrecht, The Netherlands
| | - Emilia Nagyova
- Central Diagnostics Laboratory, University Medical Center Utrecht, University Utrecht, Utrecht, The Netherlands
| | - Koen H.M. Prange
- Amsterdam University Medical Centers – location AMC, University of Amsterdam, Experimental Vascular Biology, Department of Medical Biochemistry, Amsterdam Cardiovascular Sciences, Amsterdam Infection and Immunity, Amsterdam, The Netherlands
| | - Jason C. Kovacic
- Cardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Victor Chang Cardiac Research Institute, Darlinghurst, Australia; and St Vincent’s Clinical School, University of New South Wales, Australia
| | - Johan L.M. Björkegren
- Department of Medicine, Karolinska Institutet, Karolinska Universitetssjukhuset, Huddinge, Sweden
- Department of Genetics & Genomic Sciences, Institute of Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029-6574, USA
| | - Eleftherios Pavlos
- Laboratory of Immunobiology, Center for Clinical, Experimental Surgery and Translational Research, Biomedical Research Foundation of the Academy of Athens, Athens, Greece
| | - Evangelos Andreakos
- Laboratory of Immunobiology, Center for Clinical, Experimental Surgery and Translational Research, Biomedical Research Foundation of the Academy of Athens, Athens, Greece
| | - Heribert Schunkert
- Department of Cardiology, German Heart Centre Munich, Technical University of Munich, Munich, Germany
- German Centre for Cardiovascular Research (DZHK e.V.), Partner Site Munich Heart Alliance, Munich, Germany
| | - Gary K. Owens
- Robert M. Berne Cardiovascular Research Center, University of Virginia, Charlottesville, VA, USA
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, VA, USA
| | - Claudia Monaco
- Kennedy Institute of Rheumatology, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford
| | | | | | - Nicholas J. Leeper
- Department of Surgery, Division of Vascular Surgery, Stanford University School of Medicine, Stanford, CA
| | - Menno P.J. de Winther
- Amsterdam University Medical Centers – location AMC, University of Amsterdam, Experimental Vascular Biology, Department of Medical Biochemistry, Amsterdam Cardiovascular Sciences, Amsterdam Infection and Immunity, Amsterdam, The Netherlands
| | - Johan Kuiper
- Leiden Academic Centre for Drug Research, Division of Biotherapeutics, Leiden University, Leiden, The Netherlands
| | - Gert J. de Borst
- Department of Vascular Surgery, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Erik S.G. Stroes
- Department of Vascular Medicine, Amsterdam University Medical Centers, Location AMC, Amsterdam, the Netherlands
| | - Mete Civelek
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | | | - Hester M. den Ruijter
- Laboratory of Experimental Cardiology, Department of Cardiology, University Medical Center Utrecht, University Utrecht, Utrecht, The Netherlands
| | - Folkert W. Asselbergs
- Department of Cardiology, Division Heart & Lungs, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
- Health Data Research UK and Institute of Health Informatics, University College London, London, United Kingdom
| | - Sander W. van der Laan
- Central Diagnostics Laboratory, University Medical Center Utrecht, University Utrecht, Utrecht, The Netherlands
| | - Clint L. Miller
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
- Department of Biomedical Engineering, Department of Biochemistry and Molecular Genetics, University of Virginia, Charlottesville, VA, USA
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Gerard Pasterkamp
- Central Diagnostics Laboratory, University Medical Center Utrecht, University Utrecht, Utrecht, The Netherlands
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8
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Langenberg KP, Meister MT, Bakhuizen JJ, Boer JM, van Eijkelenburg NK, Hulleman E, Ilan U, Looze EJ, Dierselhuis MP, van der Lugt J, Breunis W, Schild LG, Ober K, van Hooff SR, Scheijde-Vermeulen MA, Hiemcke-Jiwa LS, Flucke UE, Kranendonk ME, Wesseling P, Sonneveld E, Punt S, Boltjes A, van Dijk F, Verwiel ET, Volckmann R, Hehir-Kwa JY, Kester LA, Koudijs MM, Waanders E, Holstege FC, Vormoor HJ, Hoving EW, van Noesel MM, Pieters R, Kool M, Stumpf M, Blattner-Johnson M, Balasubramanian GP, Van Tilburg CM, Jones BC, Jones DT, Witt O, Pfister SM, Jongmans MC, Kuiper RP, de Krijger RR, Wijnen MH, den Boer ML, Zwaan CM, Kemmeren P, Koster J, Tops BB, Goemans BF, Molenaar JJ. Implementation of paediatric precision oncology into clinical practice: The Individualized Therapies for Children with cancer program ‘iTHER’. Eur J Cancer 2022; 175:311-325. [PMID: 36182817 PMCID: PMC9586161 DOI: 10.1016/j.ejca.2022.09.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 08/31/2022] [Accepted: 09/01/2022] [Indexed: 12/05/2022]
Abstract
iTHER is a Dutch prospective national precision oncology program aiming to define tumour molecular profiles in children and adolescents with primary very high-risk, relapsed, or refractory paediatric tumours. Between April 2017 and April 2021, 302 samples from 253 patients were included. Comprehensive molecular profiling including low-coverage whole genome sequencing (lcWGS), whole exome sequencing (WES), RNA sequencing (RNA-seq), Affymetrix, and/or 850k methylation profiling was successfully performed for 226 samples with at least 20% tumour content. Germline pathogenic variants were identified in 16% of patients (35/219), of which 22 variants were judged causative for a cancer predisposition syndrome. At least one somatic alteration was detected in 204 (90.3%), and 185 (81.9%) were considered druggable, with clinical priority very high (6.1%), high (21.3%), moderate (26.0%), intermediate (36.1%), and borderline (10.5%) priority. iTHER led to revision or refinement of diagnosis in 8 patients (3.5%). Temporal heterogeneity was observed in paired samples of 15 patients, indicating the value of sequential analyses. Of 137 patients with follow-up beyond twelve months, 21 molecularly matched treatments were applied in 19 patients (13.9%), with clinical benefit in few. Most relevant barriers to not applying targeted therapies included poor performance status, as well as limited access to drugs within clinical trial. iTHER demonstrates the feasibility of comprehensive molecular profiling across all ages, tumour types and stages in paediatric cancers, informing of diagnostic, prognostic, and targetable alterations as well as reportable germline variants. Therefore, WES and RNA-seq is nowadays standard clinical care at the Princess Máxima Center for all children with cancer, including patients at primary diagnosis. Improved access to innovative treatments within biology-driven combination trials is required to ultimately improve survival. Implementing comprehensive molecular profiling into standard of care is feasible. Temporal heterogeneity is observed, indicating the value of sequential analyses. Molecularly matched treatments are applied in a minority of patients despite clinical benefit. Poor performance status & limited access to drugs within trial hamper targeted treatment. The multidisciplinary tumour board is crucial in translating findings into clinical decision making.
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9
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Slenders L, Landsmeer LPL, Cui K, Depuydt MAC, Verwer M, Mekke J, Timmerman N, van den Dungen NAM, Kuiper J, de Winther MPJ, Prange KHM, Ma WF, Miller CL, Aherrahrou R, Civelek M, de Borst GJ, de Kleijn DPV, Asselbergs FW, den Ruijter HM, Boltjes A, Pasterkamp G, van der Laan SW, Mokry M. Intersecting single-cell transcriptomics and genome-wide association studies identifies crucial cell populations and candidate genes for atherosclerosis. Eur Heart J Open 2022; 2:oeab043. [PMID: 35174364 PMCID: PMC8841481 DOI: 10.1093/ehjopen/oeab043] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 11/15/2021] [Indexed: 12/14/2022]
Abstract
Aims Genome-wide association studies (GWASs) have discovered hundreds of common genetic variants for atherosclerotic disease and cardiovascular risk factors. The translation of susceptibility loci into biological mechanisms and targets for drug discovery remains challenging. Intersecting genetic and gene expression data has led to the identification of candidate genes. However, previously studied tissues are often non-diseased and heterogeneous in cell composition, hindering accurate candidate prioritization. Therefore, we analysed single-cell transcriptomics from atherosclerotic plaques for cell-type-specific expression to identify atherosclerosis-associated candidate gene–cell pairs. Methods and results We applied gene-based analyses using GWAS summary statistics from 46 atherosclerotic and cardiovascular disease, risk factors, and other traits. We then intersected these candidates with single-cell RNA sequencing (scRNA-seq) data to identify genes specific for individual cell (sub)populations in atherosclerotic plaques. The coronary artery disease (CAD) loci demonstrated a prominent signal in plaque smooth muscle cells (SMCs) (SKI, KANK2, and SORT1) P-adj. = 0.0012, and endothelial cells (ECs) (SLC44A1, ATP2B1) P-adj. = 0.0011. Finally, we used liver-derived scRNA-seq data and showed hepatocyte-specific enrichment of genes involved in serum lipid levels. Conclusion We discovered novel and known gene–cell pairs pointing to new biological mechanisms of atherosclerotic disease. We highlight that loci associated with CAD reveal prominent association levels in mainly plaque SMC and EC populations. We present an intuitive single-cell transcriptomics-driven workflow rooted in human large-scale genetic studies to identify putative candidate genes and affected cells associated with cardiovascular traits. Collectively, our workflow allows for the identification of cell-specific targets relevant for atherosclerosis and can be universally applied to other complex genetic diseases and traits.
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Affiliation(s)
- Lotte Slenders
- Central Diagnostics Laboratory, Division Laboratories, Pharmacy, and Biomedical Genetics, University Medical Center Utrecht, University Utrecht, Heidelberglaan 100, 3508 GA Utrecht, The Netherlands
| | - Lennart P L Landsmeer
- Central Diagnostics Laboratory, Division Laboratories, Pharmacy, and Biomedical Genetics, University Medical Center Utrecht, University Utrecht, Heidelberglaan 100, 3508 GA Utrecht, The Netherlands
| | - Kai Cui
- Central Diagnostics Laboratory, Division Laboratories, Pharmacy, and Biomedical Genetics, University Medical Center Utrecht, University Utrecht, Heidelberglaan 100, 3508 GA Utrecht, The Netherlands
| | - Marie A C Depuydt
- Division of BioTherapeutics, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333 CC Leiden, The Netherlands
| | - Maarten Verwer
- Department of Vascular Surgery, University Medical Centre Utrecht, University Utrecht, Heidelberglaan 100, 3508 GA Utrecht, The Netherlands
| | - Joost Mekke
- Department of Vascular Surgery, University Medical Centre Utrecht, University Utrecht, Heidelberglaan 100, 3508 GA Utrecht, The Netherlands
| | - Nathalie Timmerman
- Department of Vascular Surgery, University Medical Centre Utrecht, University Utrecht, Heidelberglaan 100, 3508 GA Utrecht, The Netherlands
| | - Noortje A M van den Dungen
- Central Diagnostics Laboratory, Division Laboratories, Pharmacy, and Biomedical Genetics, University Medical Center Utrecht, University Utrecht, Heidelberglaan 100, 3508 GA Utrecht, The Netherlands
| | - Johan Kuiper
- Department of Medical Biochemistry, Amsterdam University Medical Centers-Location AMC, University of Amsterdam, Experimental Vascular Biology, Amsterdam Cardiovascular Sciences, Meibergdreef 9, Amsterdam, The Netherlands
| | - Menno P J de Winther
- Division of BioTherapeutics, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333 CC Leiden, The Netherlands
| | - Koen H M Prange
- Department of Medical Biochemistry, Amsterdam University Medical Centers-Location AMC, University of Amsterdam, Experimental Vascular Biology, Amsterdam Cardiovascular Sciences, Meibergdreef 9, Amsterdam, The Netherlands
| | - Wei Feng Ma
- Medical Scientist Training Program, University of Virginia, 200 Jeanette Lancaster Way, Charlottesville, VA 22908, USA.,Center for Public Health Genomics, University of Virginia, West Complex, 1335 Lee St, Charlottesville, VA 22908, USA
| | - Clint L Miller
- Center for Public Health Genomics, University of Virginia, West Complex, 1335 Lee St, Charlottesville, VA 22908, USA.,Department of Biochemistry and Molecular Genetics, University of Virginia, 1340 Jefferson Rark Avenue, Charlottesville, VA 22908, USA.,Department of Public Health Sciences, University of Virginia, West Complex Rm 3181, Charlottesville, VA 22908, USA
| | - Redouane Aherrahrou
- Center for Public Health Genomics, University of Virginia, West Complex, 1335 Lee St, Charlottesville, VA 22908, USA
| | - Mete Civelek
- Center for Public Health Genomics, University of Virginia, West Complex, 1335 Lee St, Charlottesville, VA 22908, USA.,Department of Biomedical Engineering, University of Virginia, 415 Lane Road, Charlottesville, VA 22908, USA
| | - Gert J de Borst
- Department of Vascular Surgery, University Medical Centre Utrecht, University Utrecht, Heidelberglaan 100, 3508 GA Utrecht, The Netherlands
| | - Dominique P V de Kleijn
- Department of Vascular Surgery, University Medical Centre Utrecht, University Utrecht, Heidelberglaan 100, 3508 GA Utrecht, The Netherlands
| | - Folkert W Asselbergs
- Laboratory of Experimental Cardiology, Department of Cardiology, University Medical Center Utrecht, University Utrecht, Heidelberglaan 100, Utrecht 3508 GA, The Netherlands
| | - Hester M den Ruijter
- Laboratory of Experimental Cardiology, Department of Cardiology, University Medical Center Utrecht, University Utrecht, Heidelberglaan 100, Utrecht 3508 GA, The Netherlands
| | - Arjan Boltjes
- Central Diagnostics Laboratory, Division Laboratories, Pharmacy, and Biomedical Genetics, University Medical Center Utrecht, University Utrecht, Heidelberglaan 100, 3508 GA Utrecht, The Netherlands
| | - Gerard Pasterkamp
- Central Diagnostics Laboratory, Division Laboratories, Pharmacy, and Biomedical Genetics, University Medical Center Utrecht, University Utrecht, Heidelberglaan 100, 3508 GA Utrecht, The Netherlands
| | - Sander W van der Laan
- Central Diagnostics Laboratory, Division Laboratories, Pharmacy, and Biomedical Genetics, University Medical Center Utrecht, University Utrecht, Heidelberglaan 100, 3508 GA Utrecht, The Netherlands
| | - Michal Mokry
- Central Diagnostics Laboratory, Division Laboratories, Pharmacy, and Biomedical Genetics, University Medical Center Utrecht, University Utrecht, Heidelberglaan 100, 3508 GA Utrecht, The Netherlands.,Laboratory of Experimental Cardiology, Department of Cardiology, University Medical Center Utrecht, University Utrecht, Heidelberglaan 100, Utrecht 3508 GA, The Netherlands
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10
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Hartman R, Siemelink M, Haitjema S, Dekkers K, Slenders L, Boltjes A, Mokry M, Timmerman N, De Borst G, Heijmans B, Asselbergs F, Pasterkamp G, Van Der Laan S, Den Ruijter H. Sex-dependent gene regulation of human atherosclerotic plaques by DNA methylation and transcriptome integration points to smooth muscle cell involvement in women. Atherosclerosis 2021. [DOI: 10.1016/j.atherosclerosis.2021.06.665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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11
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Mokry M, Boltjes A, Van Der Laan S, Cui K, Slenders L, Benavente E, Van Den Dungen N, Timmerman N, De Kleijn D, Den Ruijter H, Miller C, Asselbergs F, Pasterkamp G. Transcriptomic based clustering of advanced atherosclerotic plaques: Revisiting the lesion determinants that identify the vulnerable patient. Atherosclerosis 2021. [DOI: 10.1016/j.atherosclerosis.2021.06.099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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12
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Groepenhoff F, Diez Benavente E, Boltjes A, Timmerman N, Waissi F, Hartman RJG, Onland-Moret NC, Pasterkamp G, Den Ruijter H. Plasma Testosterone Levels and Atherosclerotic Plaque Gene Expression in Men With Advanced Atherosclerosis. Front Cardiovasc Med 2021; 8:693351. [PMID: 34195238 PMCID: PMC8236711 DOI: 10.3389/fcvm.2021.693351] [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] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2021] [Accepted: 05/19/2021] [Indexed: 11/23/2022] Open
Abstract
Aims: Low plasma testosterone levels have been shown to predict worse outcome in men with severe atherosclerotic disease. We hypothesized that a low plasma testosterone level affects disease risk through changes in gene expression in atherosclerotic plaques. Therefore, we studied plasma testosterone levels in relation to gene expression levels in atherosclerotic plaque tissue of men with advanced atherosclerotic disease. Methods: Plasma testosterone levels were measured in 203 men undergoing carotid endarterectomy. The corresponding atherosclerotic plaque tissue was used for RNA sequencing. First, we assessed how often the androgen receptor gene was expressed in the plaque. Second, correlations between plasma testosterone levels and pre-selected testosterone-sensitive genes were assessed. Finally, differences within the RNA expression profile of the plaque as a whole, characterized into gene regulatory networks and at individual gene level were assessed in relation to testosterone levels. Results: Testosterone plasma levels were low with a median of 11.6 nmol/L (IQR: 8.6-13.8). RNA-seq of the plaque resulted in reliable expression data for 18,850 genes to be analyzed. Within the RNA seq data, the androgen-receptor gene was expressed in 189 out of 203 (93%) atherosclerotic plaques of men undergoing carotid endarterectomy. The androgen receptor gene expression was not associated with testosterone plasma levels. There were no significant differences in gene expression of atherosclerotic plaques between different endogenous testosterone levels. This remained true for known testosterone-sensitive genes, the complete transcriptomic profile, male-specific gene co-expression modules as well as for individual genes. Conclusion: In men with severe atherosclerotic disease the androgen receptor is highly expressed in plaque tissue. However, plasma testosterone levels were neither associated with pre-selected testosterone sensitive genes, gene expression profiles nor gene regulatory networks in late-stage atherosclerotic plaques. The effect of testosterone on gene expression of the late-stage atherosclerotic plaque appears limited, suggesting that alternate mechanisms explain its effect on clinical outcomes.
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Affiliation(s)
- Floor Groepenhoff
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Ernest Diez Benavente
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Arjan Boltjes
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Nathalie Timmerman
- Division of Surgical Specialties, Department of Vascular Surgery, University Medical Centre Utrecht, Utrecht University, Utrecht, Netherlands
| | - Farahnaz Waissi
- Division of Surgical Specialties, Department of Vascular Surgery, University Medical Centre Utrecht, Utrecht University, Utrecht, Netherlands
| | - Robin J. G. Hartman
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - N. C. Onland-Moret
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Gerard Pasterkamp
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Hester Den Ruijter
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
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13
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van Keulen D, van Koeverden ID, Boltjes A, Princen HMG, van Gool AJ, de Borst GJ, Asselbergs FW, Tempel D, Pasterkamp G, van der Laan SW. Common Variants Associated With OSMR Expression Contribute to Carotid Plaque Vulnerability, but Not to Cardiovascular Disease in Humans. Front Cardiovasc Med 2021; 8:658915. [PMID: 33959646 PMCID: PMC8093786 DOI: 10.3389/fcvm.2021.658915] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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: 01/26/2021] [Accepted: 03/09/2021] [Indexed: 01/15/2023] Open
Abstract
Background and Aims: Oncostatin M (OSM) signaling is implicated in atherosclerosis, however the mechanism remains unclear. We investigated the impact of common genetic variants in OSM and its receptors, OSMR and LIFR, on overall plaque vulnerability, plaque phenotype, intraplaque OSMR and LIFR expression, coronary artery calcification burden and cardiovascular disease susceptibility. Methods and Results: We queried Genotype-Tissue Expression data and found that rs13168867 (C allele) was associated with decreased OSMR expression and that rs10491509 (A allele) was associated with increased LIFR expression in arterial tissues. No variant was significantly associated with OSM expression. We associated these two variants with plaque characteristics from 1,443 genotyped carotid endarterectomy patients in the Athero-Express Biobank Study. After correction for multiple testing, rs13168867 was significantly associated with an increased overall plaque vulnerability (β = 0.118 ± s.e. = 0.040, p = 3.00 × 10-3, C allele). Looking at individual plaque characteristics, rs13168867 showed strongest associations with intraplaque fat (β = 0.248 ± s.e. = 0.088, p = 4.66 × 10-3, C allele) and collagen content (β = -0.259 ± s.e. = 0.095, p = 6.22 × 10-3, C allele), but these associations were not significant after correction for multiple testing. rs13168867 was not associated with intraplaque OSMR expression. Neither was intraplaque OSMR expression associated with plaque vulnerability and no known OSMR eQTLs were associated with coronary artery calcification burden, or cardiovascular disease susceptibility. No associations were found for rs10491509 in the LIFR locus. Conclusions: Our study suggests that rs1316887 in the OSMR locus is associated with increased plaque vulnerability, but not with coronary calcification or cardiovascular disease risk. It remains unclear through which precise biological mechanisms OSM signaling exerts its effects on plaque morphology. However, the OSM-OSMR/LIFR pathway is unlikely to be causally involved in lifetime cardiovascular disease susceptibility.
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Affiliation(s)
- Danielle van Keulen
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, University of Utrecht, Utrecht, Netherlands
- Central Diagnostics Laboratory, University Medical Center Utrecht, University of Utrecht, Utrecht, Netherlands
- Quorics B.V., Rotterdam, Netherlands
- TNO-Metabolic Health Research, Gaubius Laboratory, Leiden, Netherlands
| | - Ian D. van Koeverden
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, University of Utrecht, Utrecht, Netherlands
| | - Arjan Boltjes
- Central Diagnostics Laboratory, University Medical Center Utrecht, University of Utrecht, Utrecht, Netherlands
| | | | - Alain J. van Gool
- Translational Metabolic Laboratory, Radboudumc, Nijmegen, Netherlands
- TNO- Microbiology & Systems Biology, Zeist, Netherlands
| | - Gert J. de Borst
- Department of Vascular Surgery, University Medical Center Utrecht, University of Utrecht, Utrecht, Netherlands
| | - Folkert W. Asselbergs
- Department of Cardiology, Division Heart & Lungs, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
- Faculty of Population Health Sciences, Institute of Cardiovascular Science, University College London, London, United Kingdom
- Health Data Research UK and Institute of Health Informatics, University College London, London, United Kingdom
| | - Dennie Tempel
- Central Diagnostics Laboratory, University Medical Center Utrecht, University of Utrecht, Utrecht, Netherlands
- Quorics B.V., Rotterdam, Netherlands
- SkylineDx B.V., Rotterdam, Netherlands
| | - Gerard Pasterkamp
- Central Diagnostics Laboratory, University Medical Center Utrecht, University of Utrecht, Utrecht, Netherlands
| | - Sander W. van der Laan
- Central Diagnostics Laboratory, University Medical Center Utrecht, University of Utrecht, Utrecht, Netherlands
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14
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van Leent MMT, Beldman TJ, Toner YC, Lameijer MA, Rother N, Bekkering S, Teunissen AJP, Zhou X, van der Meel R, Malkus J, Nauta SA, Klein ED, Fay F, Sanchez-Gaytan BL, Pérez-Medina C, Kluza E, Ye YX, Wojtkiewicz G, Fisher EA, Swirski FK, Nahrendorf M, Zhang B, Li Y, Zhang B, Joosten LAB, Pasterkamp G, Boltjes A, Fayad ZA, Lutgens E, Netea MG, Riksen NP, Mulder WJM, Duivenvoorden R. Prosaposin mediates inflammation in atherosclerosis. Sci Transl Med 2021; 13:eabe1433. [PMID: 33692130 PMCID: PMC8209679 DOI: 10.1126/scitranslmed.abe1433] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [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: 08/03/2020] [Revised: 11/17/2020] [Accepted: 02/17/2021] [Indexed: 12/13/2022]
Abstract
Macrophages play a central role in the pathogenesis of atherosclerosis. The inflammatory properties of these cells are dictated by their metabolism, of which the mechanistic target of rapamycin (mTOR) signaling pathway is a key regulator. Using myeloid cell-specific nanobiologics in apolipoprotein E-deficient (Apoe -/-) mice, we found that targeting the mTOR and ribosomal protein S6 kinase-1 (S6K1) signaling pathways rapidly diminished plaque macrophages' inflammatory activity. By investigating transcriptome modifications, we identified Psap, a gene encoding the lysosomal protein prosaposin, as closely related with mTOR signaling. Subsequent in vitro experiments revealed that Psap inhibition suppressed both glycolysis and oxidative phosphorylation. Transplantation of Psap -/- bone marrow to low-density lipoprotein receptor knockout (Ldlr -/-) mice led to a reduction in atherosclerosis development and plaque inflammation. Last, we confirmed the relationship between PSAP expression and inflammation in human carotid atherosclerotic plaques. Our findings provide mechanistic insights into the development of atherosclerosis and identify prosaposin as a potential therapeutic target.
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Affiliation(s)
- Mandy M T van Leent
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Experimetal Vascular Biology, Department of Medical Biochemistry, Amsterdam Cardiovascular Sciences (ACS), Amsterdam University Medical Centers, 1105 AZ Amsterdam, Netherlands
| | - Thijs J Beldman
- Experimetal Vascular Biology, Department of Medical Biochemistry, Amsterdam Cardiovascular Sciences (ACS), Amsterdam University Medical Centers, 1105 AZ Amsterdam, Netherlands
- Department of Internal Medicine and Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, 6525 GA Nijmegen, Netherlands
| | - Yohana C Toner
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Marnix A Lameijer
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Experimetal Vascular Biology, Department of Medical Biochemistry, Amsterdam Cardiovascular Sciences (ACS), Amsterdam University Medical Centers, 1105 AZ Amsterdam, Netherlands
| | - Nils Rother
- Department of Nephrology and Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, 6525 GA Nijmegen, Netherlands
| | - Siroon Bekkering
- Department of Internal Medicine and Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, 6525 GA Nijmegen, Netherlands
| | - Abraham J P Teunissen
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Xianxiao Zhou
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Roy van der Meel
- Department of Chemical Biology, Eindhoven University of Technology, 5612 AZ Eindhoven, Netherlands
| | - Joost Malkus
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Sheqouia A Nauta
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Emma D Klein
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Francois Fay
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Institut Galien Paris-Saclay, Faculté de Pharmacie, CNRS, Université Paris-Saclay, 92 296 Châtenay-Malabry, France
| | - Brenda L Sanchez-Gaytan
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Chemistry Center, Science Institute, Meritorious Autonomous University of Puebla, Puebla 72570, Mexico
| | - Carlos Pérez-Medina
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), 28029 Madrid, Spain
| | - Ewelina Kluza
- Department of Chemical Biology, Eindhoven University of Technology, 5612 AZ Eindhoven, Netherlands
| | - Yu-Xiang Ye
- Center for Systems Biology, Massachusetts General Hospital Research Institute and Department of Radiology, Harvard Medical School, Boston, MA 02114, USA
- Department of Diagnostic and Interventional Radiology, University Hospitals Tuebingen, 72076 Tuebingen, Germany
| | - Gregory Wojtkiewicz
- Center for Systems Biology, Massachusetts General Hospital Research Institute and Department of Radiology, Harvard Medical School, Boston, MA 02114, USA
| | - Edward A Fisher
- Department of Medicine (Cardiology) and Cell Biology, Marc and Ruti Bell Program in Vascular Biology, NYU School of Medicine, New York, NY 10016, USA
| | - Filip K Swirski
- Center for Systems Biology, Massachusetts General Hospital Research Institute and Department of Radiology, Harvard Medical School, Boston, MA 02114, USA
| | - Matthias Nahrendorf
- Center for Systems Biology, Massachusetts General Hospital Research Institute and Department of Radiology, Harvard Medical School, Boston, MA 02114, USA
| | - Bin Zhang
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Yang Li
- Department of Internal Medicine and Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, 6525 GA Nijmegen, Netherlands
- Centre for Individualised Infection Medicine (CiiM) and TWINCORE, joint ventures between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH), 30625 Hannover, Germany
| | - Bowen Zhang
- Centre for Individualised Infection Medicine (CiiM) and TWINCORE, joint ventures between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH), 30625 Hannover, Germany
| | - Leo A B Joosten
- Department of Internal Medicine and Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, 6525 GA Nijmegen, Netherlands
- Department of Medical Genetics, University of Medicine and Pharmacy, Iuliu Haţieganu, Cluj-Napoca 400000, Romania
| | - Gerard Pasterkamp
- Central Diagnostics Laboratory, Division Laboratories and Pharmacy, University Medical Center Utrecht, Utrecht University, 3584 CX Utrecht, Netherlands
| | - Arjan Boltjes
- Central Diagnostics Laboratory, Division Laboratories and Pharmacy, University Medical Center Utrecht, Utrecht University, 3584 CX Utrecht, Netherlands
| | - Zahi A Fayad
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Esther Lutgens
- Experimetal Vascular Biology, Department of Medical Biochemistry, Amsterdam Cardiovascular Sciences (ACS), Amsterdam University Medical Centers, 1105 AZ Amsterdam, Netherlands
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians Universität, 80331 Munich, Germany
- German Center for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, 80539 Munich, Germany
| | - Mihai G Netea
- Department of Internal Medicine and Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, 6525 GA Nijmegen, Netherlands
- Department for Genomics and Immunoregulation, Life and Medical Sciences Institute, University of Bonn, 53127 Bonn, Germany
| | - Niels P Riksen
- Department of Internal Medicine and Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, 6525 GA Nijmegen, Netherlands
| | - Willem J M Mulder
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Internal Medicine and Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, 6525 GA Nijmegen, Netherlands
- Department of Chemical Biology, Eindhoven University of Technology, 5612 AZ Eindhoven, Netherlands
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Raphaël Duivenvoorden
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
- Department of Nephrology and Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, 6525 GA Nijmegen, Netherlands
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15
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Depuydt MA, Prange KH, Slenders L, Örd T, Elbersen D, Boltjes A, de Jager SC, Asselbergs FW, de Borst GJ, Aavik E, Lönnberg T, Lutgens E, Glass CK, den Ruijter HM, Kaikkonen MU, Bot I, Slütter B, van der Laan SW, Yla-Herttuala S, Mokry M, Kuiper J, de Winther MP, Pasterkamp G. Microanatomy of the Human Atherosclerotic Plaque by Single-Cell Transcriptomics. Circ Res 2020; 127:1437-1455. [PMID: 32981416 PMCID: PMC7641189 DOI: 10.1161/circresaha.120.316770] [Citation(s) in RCA: 248] [Impact Index Per Article: 62.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 09/23/2020] [Accepted: 02/25/2020] [Indexed: 02/01/2023]
Abstract
RATIONALE Atherosclerotic lesions are known for their cellular heterogeneity, yet the molecular complexity within the cells of human plaques has not been fully assessed. OBJECTIVE Using single-cell transcriptomics and chromatin accessibility, we gained a better understanding of the pathophysiology underlying human atherosclerosis. METHODS AND RESULTS We performed single-cell RNA and single-cell ATAC sequencing on human carotid atherosclerotic plaques to define the cells at play and determine their transcriptomic and epigenomic characteristics. We identified 14 distinct cell populations including endothelial cells, smooth muscle cells, mast cells, B cells, myeloid cells, and T cells and identified multiple cellular activation states and suggested cellular interconversions. Within the endothelial cell population, we defined subsets with angiogenic capacity plus clear signs of endothelial to mesenchymal transition. CD4+ and CD8+ T cells showed activation-based subclasses, each with a gradual decline from a cytotoxic to a more quiescent phenotype. Myeloid cells included 2 populations of proinflammatory macrophages showing IL (interleukin) 1B or TNF (tumor necrosis factor) expression as well as a foam cell-like population expressing TREM2 (triggering receptor expressed on myeloid cells 2) and displaying a fibrosis-promoting phenotype. ATACseq data identified specific transcription factors associated with the myeloid subpopulation and T cell cytokine profiles underlying mutual activation between both cell types. Finally, cardiovascular disease susceptibility genes identified using public genome-wide association studies data were particularly enriched in lesional macrophages, endothelial, and smooth muscle cells. CONCLUSIONS This study provides a transcriptome-based cellular landscape of human atherosclerotic plaques and highlights cellular plasticity and intercellular communication at the site of disease. This detailed definition of cell communities at play in atherosclerosis will facilitate cell-based mapping of novel interventional targets with direct functional relevance for the treatment of human disease.
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Affiliation(s)
- Marie A.C. Depuydt
- Leiden Academic Centre for Drug Research, Division of Biotherapeutics, Leiden University, Einsteinweg 55, Leiden, the Netherlands (M.A.C.D., I.B., B.S., J.K.)
| | - Koen H.M. Prange
- Amsterdam University Medical Centers–Location AMC, University of Amsterdam, Experimental Vascular Biology, Department of Medical Biochemistry, Amsterdam Cardiovascular Sciences, Amsterdam Infection and Immunity, Meibergdreef 9, the Netherlands (K.H.M.P., M.P.J.d.W.)
| | - Lotte Slenders
- Laboratory of Clinical Chemistry and Haematology, University Medical Center, Heidelberglaan 100, Utrecht, the Netherlands (L.S., A.B., F.W.A., S.W.v.d.L., M.M., G.P.)
| | - Tiit Örd
- A.I.Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland (T.O., E.A., M.U.K., S.Y.-H.)
| | - Danny Elbersen
- Laboratory for Experimental Cardiology (D.E., S.C.A.d.J), University Medical Center Utrecht, Heidelberglaan 100, the Netherlands
| | - Arjan Boltjes
- Laboratory of Clinical Chemistry and Haematology, University Medical Center, Heidelberglaan 100, Utrecht, the Netherlands (L.S., A.B., F.W.A., S.W.v.d.L., M.M., G.P.)
| | - Saskia C.A. de Jager
- Laboratory for Experimental Cardiology (D.E., S.C.A.d.J), University Medical Center Utrecht, Heidelberglaan 100, the Netherlands
| | - Folkert W. Asselbergs
- Laboratory of Clinical Chemistry and Haematology, University Medical Center, Heidelberglaan 100, Utrecht, the Netherlands (L.S., A.B., F.W.A., S.W.v.d.L., M.M., G.P.)
| | - Gert J. de Borst
- Vascular Surgery (G.J.d.B.), University Medical Center Utrecht, Heidelberglaan 100, the Netherlands
| | - Einari Aavik
- A.I.Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland (T.O., E.A., M.U.K., S.Y.-H.)
| | - Tapio Lönnberg
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Finland (T.L.)
| | - Esther Lutgens
- Institute for Cardiovascular Prevention (IPEK), Munich, Germany (E.L., M.P.J.d.W.)
- German Center for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, Munich, Germany (E.L., M.P.J.d.W.)
| | - Christopher K. Glass
- Cell and Molecular Medicine (C.K.G.), University of California San Diego, CA
- School of Medicine (C.K.G.), University of California San Diego, CA
| | - Hester M. den Ruijter
- Cardiology (H.M.d.R., M.M.), University Medical Center Utrecht, Heidelberglaan 100, the Netherlands
| | - Minna U. Kaikkonen
- A.I.Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland (T.O., E.A., M.U.K., S.Y.-H.)
| | - Ilze Bot
- Leiden Academic Centre for Drug Research, Division of Biotherapeutics, Leiden University, Einsteinweg 55, Leiden, the Netherlands (M.A.C.D., I.B., B.S., J.K.)
| | - Bram Slütter
- Leiden Academic Centre for Drug Research, Division of Biotherapeutics, Leiden University, Einsteinweg 55, Leiden, the Netherlands (M.A.C.D., I.B., B.S., J.K.)
| | - Sander W. van der Laan
- Laboratory of Clinical Chemistry and Haematology, University Medical Center, Heidelberglaan 100, Utrecht, the Netherlands (L.S., A.B., F.W.A., S.W.v.d.L., M.M., G.P.)
| | - Seppo Yla-Herttuala
- A.I.Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland (T.O., E.A., M.U.K., S.Y.-H.)
| | - Michal Mokry
- Laboratory of Clinical Chemistry and Haematology, University Medical Center, Heidelberglaan 100, Utrecht, the Netherlands (L.S., A.B., F.W.A., S.W.v.d.L., M.M., G.P.)
- Cardiology (H.M.d.R., M.M.), University Medical Center Utrecht, Heidelberglaan 100, the Netherlands
| | - Johan Kuiper
- Leiden Academic Centre for Drug Research, Division of Biotherapeutics, Leiden University, Einsteinweg 55, Leiden, the Netherlands (M.A.C.D., I.B., B.S., J.K.)
| | - Menno P.J. de Winther
- Amsterdam University Medical Centers–Location AMC, University of Amsterdam, Experimental Vascular Biology, Department of Medical Biochemistry, Amsterdam Cardiovascular Sciences, Amsterdam Infection and Immunity, Meibergdreef 9, the Netherlands (K.H.M.P., M.P.J.d.W.)
- Institute for Cardiovascular Prevention (IPEK), Munich, Germany (E.L., M.P.J.d.W.)
- German Center for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, Munich, Germany (E.L., M.P.J.d.W.)
| | - Gerard Pasterkamp
- Laboratory of Clinical Chemistry and Haematology, University Medical Center, Heidelberglaan 100, Utrecht, the Netherlands (L.S., A.B., F.W.A., S.W.v.d.L., M.M., G.P.)
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16
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Aherrahrou R, Guo L, Nagraj VP, Aguhob A, Hinkle J, Chen L, Yuhl Soh J, Lue D, Alencar GF, Boltjes A, van der Laan SW, Farber E, Fuller D, Anane-Wae R, Akingbesote N, Manichaikul AW, Ma L, Kaikkonen MU, Björkegren JLM, Önengüt-Gümüşcü S, Pasterkamp G, Miller CL, Owens GK, Finn A, Navab M, Fogelman AM, Berliner JA, Civelek M. Genetic Regulation of Atherosclerosis-Relevant Phenotypes in Human Vascular Smooth Muscle Cells. Circ Res 2020; 127:1552-1565. [PMID: 33040646 DOI: 10.1161/circresaha.120.317415] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
RATIONALE Coronary artery disease (CAD) is a major cause of morbidity and mortality worldwide. Recent genome-wide association studies revealed 163 loci associated with CAD. However, the precise molecular mechanisms by which the majority of these loci increase CAD risk are not known. Vascular smooth muscle cells (VSMCs) are critical in the development of CAD. They can play either beneficial or detrimental roles in lesion pathogenesis, depending on the nature of their phenotypic changes. OBJECTIVE To identify genetic variants associated with atherosclerosis-relevant phenotypes in VSMCs. METHODS AND RESULTS We quantified 12 atherosclerosis-relevant phenotypes related to calcification, proliferation, and migration in VSMCs isolated from 151 multiethnic heart transplant donors. After genotyping and imputation, we performed association mapping using 6.3 million genetic variants. We demonstrated significant variations in calcification, proliferation, and migration. These phenotypes were not correlated with each other. We performed genome-wide association studies for 12 atherosclerosis-relevant phenotypes and identified 4 genome-wide significant loci associated with at least one VSMC phenotype. We overlapped the previously identified CAD loci with our data set and found nominally significant associations at 79 loci. One of them was the chromosome 1q41 locus, which harbors MIA3. The G allele of the lead risk single nucleotide polymorphism (SNP) rs67180937 was associated with lower VSMC MIA3 expression and lower proliferation. Lentivirus-mediated silencing of MIA3 (melanoma inhibitory activity protein 3) in VSMCs resulted in lower proliferation, consistent with human genetics findings. Furthermore, we observed a significant reduction of MIA3 protein in VSMCs in thin fibrous caps of late-stage atherosclerotic plaques compared to early fibroatheroma with thick and protective fibrous caps in mice and humans. CONCLUSIONS Our data demonstrate that genetic variants have significant influences on VSMC function relevant to the development of atherosclerosis. Furthermore, high MIA3 expression may promote atheroprotective VSMC phenotypic transitions, including increased proliferation, which is essential in the formation or maintenance of a protective fibrous cap.
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MESH Headings
- Animals
- Aryl Hydrocarbon Receptor Nuclear Translocator/genetics
- Aryl Hydrocarbon Receptor Nuclear Translocator/metabolism
- Atherosclerosis/genetics
- Atherosclerosis/metabolism
- Atherosclerosis/pathology
- Cell Movement
- Cell Proliferation
- Cells, Cultured
- Disease Models, Animal
- Female
- Fibrosis
- Genetic Predisposition to Disease
- Genetic Variation
- Genome-Wide Association Study
- Humans
- Male
- Mice, Knockout, ApoE
- Muscle, Smooth, Vascular/metabolism
- Muscle, Smooth, Vascular/pathology
- Myocytes, Smooth Muscle/metabolism
- Myocytes, Smooth Muscle/pathology
- Phenotype
- Plaque, Atherosclerotic
- Polymorphism, Single Nucleotide
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Affiliation(s)
- Redouane Aherrahrou
- Center for Public Health Genomics (R.A., A.A., J.H., L.C., J.Y.S., D.L., E.F., R.A.-W., N.A., A.W.M., S.O.-G., C.L.M., M.C.), University of Virginia, Charlottesville
| | - Liang Guo
- CVPath Institute, Inc, Gaithersburg, MD (L.G., D.F., A.F.)
| | - V Peter Nagraj
- School of Medicine Research Computing (V.P.N.), University of Virginia, Charlottesville
| | - Aaron Aguhob
- Center for Public Health Genomics (R.A., A.A., J.H., L.C., J.Y.S., D.L., E.F., R.A.-W., N.A., A.W.M., S.O.-G., C.L.M., M.C.), University of Virginia, Charlottesville
- Biomedical Engineering (A.A., L.C., D.L., R.A.-W., M.C.), University of Virginia, Charlottesville
| | - Jameson Hinkle
- Center for Public Health Genomics (R.A., A.A., J.H., L.C., J.Y.S., D.L., E.F., R.A.-W., N.A., A.W.M., S.O.-G., C.L.M., M.C.), University of Virginia, Charlottesville
| | - Lisa Chen
- Center for Public Health Genomics (R.A., A.A., J.H., L.C., J.Y.S., D.L., E.F., R.A.-W., N.A., A.W.M., S.O.-G., C.L.M., M.C.), University of Virginia, Charlottesville
- Biomedical Engineering (A.A., L.C., D.L., R.A.-W., M.C.), University of Virginia, Charlottesville
| | - Joon Yuhl Soh
- Center for Public Health Genomics (R.A., A.A., J.H., L.C., J.Y.S., D.L., E.F., R.A.-W., N.A., A.W.M., S.O.-G., C.L.M., M.C.), University of Virginia, Charlottesville
| | - Dillon Lue
- Center for Public Health Genomics (R.A., A.A., J.H., L.C., J.Y.S., D.L., E.F., R.A.-W., N.A., A.W.M., S.O.-G., C.L.M., M.C.), University of Virginia, Charlottesville
- Biomedical Engineering (A.A., L.C., D.L., R.A.-W., M.C.), University of Virginia, Charlottesville
| | - Gabriel F Alencar
- Molecular Physiology, Biological Physics, Medicine, Division of Cardiology, Robert M. Berne Cardiovascular Research Center (G.F.A., G.K.O.), University of Virginia, Charlottesville
| | - Arjan Boltjes
- Laboratory of Clinical Chemistry and Hematology, University Medical Center Utrecht, University of Utrecht (A.B., S.W.v.d.L., G.P.)
| | - Sander W van der Laan
- Laboratory of Clinical Chemistry and Hematology, University Medical Center Utrecht, University of Utrecht (A.B., S.W.v.d.L., G.P.)
| | - Emily Farber
- Center for Public Health Genomics (R.A., A.A., J.H., L.C., J.Y.S., D.L., E.F., R.A.-W., N.A., A.W.M., S.O.-G., C.L.M., M.C.), University of Virginia, Charlottesville
| | - Daniela Fuller
- CVPath Institute, Inc, Gaithersburg, MD (L.G., D.F., A.F.)
| | - Rita Anane-Wae
- Center for Public Health Genomics (R.A., A.A., J.H., L.C., J.Y.S., D.L., E.F., R.A.-W., N.A., A.W.M., S.O.-G., C.L.M., M.C.), University of Virginia, Charlottesville
- Biomedical Engineering (A.A., L.C., D.L., R.A.-W., M.C.), University of Virginia, Charlottesville
| | - Ngozi Akingbesote
- Center for Public Health Genomics (R.A., A.A., J.H., L.C., J.Y.S., D.L., E.F., R.A.-W., N.A., A.W.M., S.O.-G., C.L.M., M.C.), University of Virginia, Charlottesville
| | - Ani W Manichaikul
- Center for Public Health Genomics (R.A., A.A., J.H., L.C., J.Y.S., D.L., E.F., R.A.-W., N.A., A.W.M., S.O.-G., C.L.M., M.C.), University of Virginia, Charlottesville
| | - Lijiang Ma
- Genetics and Genomic Sciences (L.M., J.L.M.B.), Icahn School of Medicine at Mount Sinai, NY
- Icahn Institute of Genomics and Multiscale Biology (L.M., J.L.M.B.), Icahn School of Medicine at Mount Sinai, NY
| | - Minna U Kaikkonen
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland (M.U.K.)
| | - Johan L M Björkegren
- Genetics and Genomic Sciences (L.M., J.L.M.B.), Icahn School of Medicine at Mount Sinai, NY
- Icahn Institute of Genomics and Multiscale Biology (L.M., J.L.M.B.), Icahn School of Medicine at Mount Sinai, NY
- Integrated Cardio Metabolic Centre, Department of Medicine, Karolinska Institutet (J.L.M.B.)
| | - Suna Önengüt-Gümüşcü
- Center for Public Health Genomics (R.A., A.A., J.H., L.C., J.Y.S., D.L., E.F., R.A.-W., N.A., A.W.M., S.O.-G., C.L.M., M.C.), University of Virginia, Charlottesville
| | - Gerard Pasterkamp
- Laboratory of Clinical Chemistry and Hematology, University Medical Center Utrecht, University of Utrecht (A.B., S.W.v.d.L., G.P.)
| | - Clint L Miller
- Center for Public Health Genomics (R.A., A.A., J.H., L.C., J.Y.S., D.L., E.F., R.A.-W., N.A., A.W.M., S.O.-G., C.L.M., M.C.), University of Virginia, Charlottesville
| | - Gary K Owens
- Molecular Physiology, Biological Physics, Medicine, Division of Cardiology, Robert M. Berne Cardiovascular Research Center (G.F.A., G.K.O.), University of Virginia, Charlottesville
| | - Aloke Finn
- CVPath Institute, Inc, Gaithersburg, MD (L.G., D.F., A.F.)
| | - Mohamad Navab
- Medicine, David Geffen School of Medicine, University of California, Los Angeles (M.N., A.M.F., J.A.B.)
| | - Alan M Fogelman
- Medicine, David Geffen School of Medicine, University of California, Los Angeles (M.N., A.M.F., J.A.B.)
| | - Judith A Berliner
- Medicine, David Geffen School of Medicine, University of California, Los Angeles (M.N., A.M.F., J.A.B.)
| | - Mete Civelek
- Center for Public Health Genomics (R.A., A.A., J.H., L.C., J.Y.S., D.L., E.F., R.A.-W., N.A., A.W.M., S.O.-G., C.L.M., M.C.), University of Virginia, Charlottesville
- Biomedical Engineering (A.A., L.C., D.L., R.A.-W., M.C.), University of Virginia, Charlottesville
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17
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Van Der Laan S, Slenders L, Depuydt M, Prange K, Granneman L, Elbersen D, Boltjes A, de Jager S, Slütter B, Bot I, Winther M, Kuiper J, Mokry M, Asselbergs F, Pasterkamp G. Mapping Genes To Cardiovascular Susceptibility Loci At A Single-Cell Resolution. Atherosclerosis 2019. [DOI: 10.1016/j.atherosclerosis.2019.06.060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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18
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Hartman R, Siemelink M, Haitjema S, Luijk R, Dekkers K, Boltjes A, de Borst G, Heijmans B, Asselbergs F, Pasterkamp G, Van Der Laan S, Ruijter HD. Autosomal Sexual Dimorphism In Methylation Of Advanced Atherosclerotic Carotid Plaques. Atherosclerosis 2019. [DOI: 10.1016/j.atherosclerosis.2019.06.189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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19
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Lomakina O, Alekseeva E, Valieva S, Bzarova T, Nikishina I, Zholobova E, Rodionovskaya S, Kaleda M, Nakagishi Y, Shimizu M, Mizuta M, Yachie A, Sugita Y, Okamoto N, Shabana K, Murata T, Tamai H, Smith EM, Yin P, Jorgensen AL, Beresford MW, Smith EM, Eleuteri A, Goilav B, Lewandowski L, Phuti A, Wahezi D, Rubinstein T, Jones C, Newland P, Marks S, Corkhill R, Ekdawy D, Pilkington C, Tullus K, Putterman C, Scott C, Fisher AC, Beresford MW, Smith EM, Lewandowski L, Phuti A, Jorgensen A, Scott C, Beresford MW, Batu ED, Kosukcu C, Taskiran E, Akman S, Ozturk K, Sozeri B, Unsal E, Ekinci Z, Bilginer Y, Alikasifoglu M, Ozen S, Lythgoe H, Beresford MW, Brunner HI, Gulati G, Jones JT, Altaye M, Eaton J, Difrancesco M, Yeo JG, Leong J, Bathi LDT, Arkachaisri T, Albani S, Abdelrahman N, Beresford MW, Leone V, Groot N, Shaikhani D, Bultink IEM, Bijl M, Dolhain RJEM, Teng YKO, Zirkzee E, de Leeuw K, Fritsch-Stork R, Kamphuis SSM, Wright RD, Smith EM, Beresford MW, Abdawani R, Al Shaqshi L, Al Zakwani I, Gormezano NW, Kern D, Pereira OL, Esteves GCC, Sallum AM, Aikawa NE, Pereira RM, Silva CA, Bonfa E, Beckmann J, Bartholomä N, Foeldvari I, Bohnsack J, Milojevic D, Rabinovich C, Kingsbury D, Marzan K, Quartier P, Minden K, Chalom E, Horneff G, Venhoff N, Kuester RM, Dare J, Heinrich M, Kupper H, Kalabic J, Martini A, Brunner HI, Consolaro A, Horneff G, Burgos-Vargas R, Henneke P, Constantin T, Foeldvari I, Vojinovic J, Dehoorne J, Panaviene V, Susic G, Stanevica V, Kobusinska K, Zuber Z, Mouy R, Salzer U, Rumba-Rozenfelde I, Dolezalova P, Job-Deslandre C, Wulffraat N, Pederson R, Bukowski J, Hinnershitz T, Vlahos B, Martini A, Ruperto N, Janda A, Keskitalo P, Kangas S, Vähäsalo P, Valencia RAC, Martino D, Munro J, Ponsonby AL, Chiaroni-Clarke R, Meyer B, Allen RC, Boteanu AL, Akikusa JD, Craig JM, Saffrey R, Ellis JA, Davì S, Minoia F, Horne A, Wulffraat N, Wouters C, Wallace C, Corral SG, Uziel Y, Sterba G, Schneider R, Russo R, Ramanan AV, Schmid JP, Ozen S, Nichols KE, Miettunen P, Lovell DJ, Giraldo AS, Lehmberg K, Kitoh T, Khubchandani R, Ilowite NT, Henter JI, Grom AA, De Benedetti F, Behrens EM, Avcin T, Aricò M, Gámir MG, Martini A, Ruperto N, Cron RQ, Ravelli A, Grevich S, Lee P, Ringold S, Leroux B, Leahey H, Yuasa M, Mendoza AZ, Foster J, Sokolove J, Lahey L, Robinson W, Newson J, Stevens A, Shoop SJW, Hyrich KL, Verstappen SMM, Thomson W, Adrovic A, McDonagh JE, Beukelman T, Kimura Y, Natter M, Ilowite N, Mieszkalski K, Burrell G, Best B, Bristow H, Carr S, Dedeoglu R, Dennos A, Kaufmann R, Schanberg L, Parissenti I, Insalaco A, Taddio A, Mauro A, Pardeo M, Ricci F, Simonini G, Sahin S, Cattalini M, Montesano P, Parissenti I, Ricci F, Bonafini B, Medeghini V, Lancini F, Cattalini M, Gerbaux M, Lê PQ, Barut K, Goffin L, Badot V, La C, Caspers L, Willermain F, Ferster A, Ceci M, Licciardi F, Turco M, Santarelli F, Koka A, Montin D, Toppino C, Maggio MC, Alizzi C, Papia B, Vergara B, Corpora U, Messina L, Corsello G, Tsinti M, Oztunc F, Dermentzoglou V, Tziavas P, Tsitsami E, Perica M, Vidović M, Lamot L, Harjaček M, Bukovac LT, Çakan M, Ayaz NA, Kasapcopur O, Keskindemirci G, Miettunen P, Lang M, Laing C, Benseler S, Gerschman T, Luca N, Schmeling H, Dropol A, Taiani J, Rodriguez-Lozano AL, Johnson N, Rusted B, Nalbanti P, Trachana M, Pratsidou P, Pardalos G, Tzimouli V, Taparkou A, Stavrakidou M, Papachristou F, Rivas-Larrauri F, Kanakoudi-Tsakalidou F, Bale P, Robinson E, Palman J, Pilkington C, Ralph E, Gilmour K, Heard C, Wedderburn LR, Carlomagno R, de la Puente SG, Barrense-Dias Y, Gregory A, Amira D, Paolo S, Sylviane H, Michaël H, Panko N, Shokry S, Rakovska L, Pino S, Alves AGF, Diaz-Maldonado A, Guarnizo P, Torreggiani S, Cressoni P, Garagiola U, Di Landro G, Farronato G, Corona F, Filocamo G, Shenoi S, Giacomin MFDA, Bell S, Bhatti P, Nelson L, Mueller BA, Simon TA, Baheti A, Ray N, Guo Z, Ruperto N, Brunner HI, Farhat J, Hazra A, Stock T, Wang R, Mebus C, Alvey C, Lamba M, Krishnaswami S, Conte U, Wang M, Tzaribachev N, Braga ALF, Foeldvari I, Horneff G, Kingsbury D, Koskova E, Smolewska E, Vehe RK, Zuber Z, Martini A, Lovell D, Kubota T, Sallum AME, Shimizu M, Yasumura J, Nakagishi Y, Kizawa T, Yashiro M, Wakiguchi H, Yamatou T, Yamasaki Y, Takei S, Kawano Y, Campos LMDA, Nykvist UJ, Magnusson B, Wicksell R, Palmblad K, Olsson GL, Ziaee V, Modaressi M, Moradinejad MH, Seraya V, Zholobova E, Pereira LAA, Vitebskaya A, Moshe V, Amarilyo G, Harel L, Hashkes PJ, Mendelson A, Rabinowicz N, Reis Y, Uziel Y, Dāvidsone Z, Lichtenfels AJDFC, Lazareva A, Šantere R, Bērziņa D, Staņēviča V, Varnier GC, Consolaro A, Pilkington C, Maillard S, Ferrari C, Zaffarano S, Silva CA, Martini A, Ravelli A, Wienke J, Enders FB, van den Hoogen LL, Mertens JS, Radstake TR, Hotten HG, Fritsch R, de Jager W, Farhat SCL, Wedderburn L, Nistala K, Pilkington C, Prakken B, van Royen-Kerkhof A, van Wijk F, Alhemairi M, Muzaffer M, Van Dijkhuizen P, Deakin CT, Acar B, Simou S, Wedderburn LR, De Iorio M, Wu Q, Amin T, Simou S, Dossetter L, Wedderburn LR, Pilkington C, Campanilho-Marques R, Ozcakar ZB, Deakin C, Simou S, Wedderburn LR, Pilkington CA, Rosina S, Consolaro A, van Dijkhuizen P, Nistala K, Ruperto N, Pilkington C, Çakar N, Ravelli A, Soponkanaporn S, Simou S, Deakin CT, Wedderburn LR, Arıcı ZS, Tuğcu GD, Batu ED, Sönmez HE, Doğru-Ersöz D, Uncu N, Bilginer Y, Talim B, Kiper N, Özen S, Solyom A, Hügle B, Makay B, Magnusson B, Batu E, Mitchell J, Gür G, Kariminejad A, Hadipour F, Hadipour Z, Torcoletti M, Agostoni C, Di Rocco M, Tanpaiboon P, Superti-Furga A, Bonafé L, Arslan N, Özdel S, Guelbert N, Kostik M, Ehlert K, Grigelioniene G, Puri R, Ozen S, Schuchman E, Malagon C, Gomez P, Mosquera AC, Yalçınkaya F, Gonzalez T, Yepez R, Vargas C, Fernanda F, Lepri G, Ferrari A, Rigante D, Matucci-Cerinic M, Meini A, Moneta GM, Scott C, Caiello I, Marasco E, Nicolai R, Pardeo M, Bracaglia C, Insalaco A, Bracci-Laudiero L, De Benedetti F, Kopchak O, Kostik M, Brice N, Mushkin A, Maletin A, Makay B, Batu ED, Hügle B, Arslan N, Solyom A, Mitchell J, Schuchman E, Ozen S, Nourse P, Magnusson B, Malagon C, Gomez P, Mosquera C, Gonzalez T, Yepez R, Vargas C, Amorim RA, Len CA, Molina J, Lewandowski L, Moreira G, Santos FH, Fraga M, Keppeke L, Silva VM, Hirotsu C, Tufik S, Terreri MT, Braga VL, Fonseca MB, Arango C, Len CA, Fraga M, Schinzel V, Terreri MTR, Molina J, Len CA, Jorge L, Guerra L, Santos FH, Terreri MT, Mosquera AC, Junior EA, Fonseca MB, Braga VL, Len CA, Fraga M, Schinzel V, Terreri MTR, Alizzi C, Maggio MC, Castiglione MC, Malagon C, Tricarico A, Corsello G, Boulter E, Schultz A, Murray K, Falcini F, Lepri G, Stagi S, Bellucci E, Matucci-Cerinic M, Sakamoto AP, Grein IHR, Groot N, Pileggi G, Pinto NBF, de Oliveira AL, Wulffraat N, Chyzheuskaya I, Belyaeva L, Filonovich R, Khrustaleva H, Silva CA, Zajtseva L, Ilisson J, Pruunsild C, Kostik M, Kopchak O, Mushkin A, Maletin A, Gilliaux O, Corazza F, Lelubre C, Silva MFCD, Ferster A, Suárez RG, Morel Z, Espada G, Malagon C, C CSM, Lira L, Ladino M, Eraso R, Arroyo I, Lopes AS, Sztajnbok F, Silva C, Rose C, Russo GCS, Sallum AEM, Kozu K, Bonfá E, Saad-Magalhães C, Pereira RMR, Len CA, Terreri MT, Suri D, Didel S, Rawat A, Singh S, Maritsi D, Onoufriou MA, Vougiouka O, Tsolia M, Bosak EP, Vidović M, Lamot M, Lamot L, Harjaček M, Van Nieuwenhove E, Liston A, Wouters C, Tahghighi F, Ziaee V, Raeeskarami SR, Aguiar F, Pereira S, Rodrigues M, Moura C, Rocha G, Guimarães H, Brito I, Aguiar F, Fonseca R, Rodrigues M, Brito I, Horneff G, Klein A, Minden K, Huppertz HI, Weller-Heinemann F, Kuemmerle-Deschner J, Haas JP, Hospach A, Menendez-Castro R, Huegle B, Haas JP, Swart J, Giancane G, Bovis F, Castagnola E, Groll A, Horneff G, Huppertz HI, Lovell DJ, Wolfs T, Hofer M, Alekseeva E, Panaviene V, Nielsen S, Anton J, Uettwiller F, Stanevicha V, Trachana M, Marafon DP, Ailioaie C, Tsitsami E, Kamphuis S, Herlin T, Doležalová P, Susic G, Flatø B, Sztajnbok F, Pistorio A, Martini A, Wulffraat N, Ruperto N, Gattorno M, Brucato A, Finetti M, Lazaros G, Maestroni S, Carraro M, Cumetti D, Carobbio A, Lorini M, Rimini A, Marcolongo R, Valenti A, Erre GL, Belli R, Gaita F, Sormani MP, Ruperto N, Imazio M, Martini A, Abinun M, Smith N, Rapley T, McErlane F, Kearsley-Fleet L, Hyrich KL, Foster H, Ruperto N, Lovell DJ, Tzaribachev N, Zeft A, Cimaz R, Stanevicha V, Horneff G, Bohnsack J, Griffin T, Carrasco R, Trachana M, Dare J, Foeldvari I, Vehe R, Bovis F, Simon T, Martini A, Brunner H, Verazza S, Davì S, Consolaro A, Insalaco A, Gerloni V, Cimaz R, Zulian F, Pastore S, Corona F, Conti G, Barone P, Cattalini M, Cortis E, Breda L, Olivieri AN, Civino A, Podda R, Rigante D, La Torre F, D’Angelo G, Jorini M, Gallizzi R, Maggio MC, Consolini R, De Fanti A, Alpigiani MG, Martini A, Ravelli A, Sozeri B, Kısaarslan AP, Gunduz Z, Dusunsel R, Dursun I, Poyrazoglu H, Kuchinskaya E, Abduragimova F, Kostik M, Sundberg E, Omarsdottir S, Klevenvall L, Erlandsson-Harris H, Basbozkurt G, Erdemli O, Simsek D, Yazici F, Karsioglu Y, Tezcaner A, Keskin D, Ozkan H, Acikel C, Ozen S, Demirkaya E, Orbán I, Sevcic K, Brodszky V, Kiss E, Tekko IA, Rooney M, McElnay J, Taggart C, McCarthy H, Donnelly RF, Abinun M, Slatter M, Nademi Z, Friswell M, Foster H, Jandial S, McErlane F, Flood T, Hambleton S, Gennery A, Cant A, Finetti M, Bovis F, Swart J, Doležalová P, Tsitsami E, Trachana M, Demirkaya E, Duong PN, Koné-Paut I, Vougiouka O, Marafon DP, Cimaz R, Filocamo G, Gamir ML, Stanevicha V, Sanner H, Carenini L, Wulffraat N, Martini A, Ruperto N, Topdemir M, Basbozkurt G, Karslioglu Y, Ozkan H, Acikel C, Demirkaya E, Gok F, Zholobova E, Tsurikova N, Ligostaeva E, Ramchurn NR, Friswell M, Kostareva O, Nikishina I, Arsenyeva S, Rodionovskaya S, Kaleda M, Alexeev D, Dursun ID, Sozeri B, Kısaarslan AP, Dusunsel R, Poyrazoglu H, Poyrazoglu H, Murias S, Barral E, Alcobendas R, Enriquez E, Remesal A, de Inocencio J, Castro TM, Lotufo SA, Freye T, Carlomagno R, Zumbrunn T, Bonhoeffer J, Schneider EC, Kaiser D, Hofer M, Hentgen V, Woerner A, Schwarz T, Klotsche J, Niewerth M, Horneff G, Haas JP, Hospach A, Huppertz HI, Ganser G, Minden K, Jeyaratnam J, ter Haar N, Kasapcopur O, Rigante D, Dedeoglu F, Baris E, Vastert S, Wulffraat N, Frenkel J, Hausmann JS, Lomax KG, Shapiro A, Durrant KL, Brogan PA, Hofer M, Kuemmerle-Deschner JB, Lauwerys B, Speziale A, Leon K, Wei X, Laxer RM, Signa S, Rusmini M, Campione E, Chiesa S, Grossi A, Omenetti A, Caorsi R, Viglizzo G, Martini A, Ceccherini I, Gattorno M, Federici S, Frenkel J, Ozen S, Lachmann H, Finetti M, Martini A, Ruperto N, Gattorno M, Federici S, Vanoni F, Ozen S, Hofer M, Frenkel J, Lachmann H, Martini A, Ruperto N, Gattorno M, Gomes SM, Omoyinmi E, Arostegui JI, Gonzalez-Roca E, Eleftheriou D, Klein N, Brogan P, Volpi S, Santori E, Picco P, Pastorino C, Caorsi R, Rice G, Tesser A, Martini A, Crow Y, Candotti F, Gattorno M, Barut K, Sahin S, Adrovic A, Sinoplu AB, Yucel G, Pamuk G, Kasapcopur O, Damian LO, Lazea C, Sparchez M, Vele P, Muntean L, Albu A, Rednic S, Lazar C, Mendonça LO, Pontillo A, Kalil J, Castro FM, Barros MT, Pardeo M, Messia V, De Benedetti F, Insalaco A, Malighetti G, Gorio C, Ricci F, Parissenti I, Montesano P, Bonafini B, Medeghini V, Cattalini M, Giordano L, Zani G, Ferraro R, Vairo D, Giliani S, Cattalini M, Maggio MC, Luppino G, Corsello G, Fernandez MIG, Montesinos BL, Vidal AR, Gorospe JIA, Penades IC, Rafiq NK, Wynne K, Hussain K, Brogan PA, Ang E, Ng N, Kacar A, Gucenmez OA, Makay B, Unsal SE, Sahin Y, Barut K, Kutlu T, Cullu-Cokugras F, Sahin S, Adrovic A, Ayyildiz-Civan H, Kasapcopur O, Erkan T, Abdawani R, Al Zuhbi S, Abdalla E, Russo RA, Katsicas MM, Caorsi R, Minoia F, Viglizzo G, Grossi A, Chiesa S, Picco P, Ravelli A, Gattorno M, Bhattad S, Rawat A, Gupta A, Suri D, Pandiarajan V, Nada R, Tiewsoh K, Hawkins P, Rowczenio D, Singh S, Fingerhutova S, Franova J, Prochazkova L, Hlavackova E, Dolezalova P, Evrengül H, Yüksel S, Doğan M, Gürses D, Evrengül H, De Pauli S, Pastore S, Bianco AM, Severini GM, Taddio A, Tommasini A, Salugina SO, Fedorov E, Kamenets E, Zaharova E, Kaleda M, Salugina SO, Fedorov E, Kamenets E, Zaharova E, Kaleda M, Sleptsova T, Alexeeva E, Savostyanov K, Pushkov A, Bzarova T, Valieva S, Denisova R, Isayeva K, Chistyakova E, Lomakina O, Soloshenko M, Kaschenko E, Kaneko U, Imai C, Saitoh A, Teixeira VA, Ramos FO, Costa M, Aviel YB, Fahoum S, Brik R, Özçakar ZB, Çakar N, Uncu N, Celikel BA, Yalcinkaya F, Schiappapietra B, Davi’ S, Mongini F, Giannone L, Bava C, Alpigiani MG, Martini A, Ravelli A, Consolaro A, Lazarevic DS, Vojinovic J, Susic G, Basic J, Giancane G, Muratore V, Marzetti V, Quilis N, Benavente BS, Alongi A, Civino A, Quartulli L, Consolaro A, Martini A, Ravelli A, Januskeviciute G, van Dijkhuizen P, Muratore V, Giancane G, Schiappapietra B, Martini A, Ravelli A, Consolaro A, Groot N, van Dijk W, Bultink IEM, Bijl M, Dolhain RJEM, Teng YKO, Zirkzee E, de Leeuw K, Fritsch-Stork R, Kamphuis SSM, Groot N, Kardolus A, Bultink IEM, Bijl M, Dolhain RJEM, Teng YKO, Zirkzee E, de Leeuw K, Fritsch-Stork R, Kamphuis SSM, Suárez RG, Nordal EB, Rypdal VG, Berntson L, Ekelund M, Aalto K, Peltoniemi S, Zak M, Nielsen S, Glerup M, Herlin T, Arnstad ED, Fasth A, Rygg M, Duarte AC, Sousa S, Teixeira L, Cordeiro A, Santos MJ, Mourão AF, Santos MJ, Eusébio M, Lopes A, Oliveira-Ramos F, Salgado M, Estanqueiro P, Melo-Gomes J, Martins F, Costa J, Furtado C, Figueira R, Brito I, Branco JC, Fonseca JE, Canhão H, Mourão AF, Santos MJ, Eusébio M, Lopes A, Oliveira-Ramos F, Salgado M, Estanqueiro P, Melo-Gomes J, Martins F, Costa J, Furtado C, Figueira R, Brito I, Branco JC, Fonseca JE, Canhão H, Coda A, Cassidy S, West K, Hendry G, Grech D, Jones J, Hawke F, Grewal DS, Coda A, Jones J, Grech D, Grewal DS, Foley C, Killeen O, MacDermott E, Veale D, Fearon U, Konukbay D, Demirkaya E, Tarakci E, Arman N, Barut K, Şahin S, Adrovic A, Kasapcopur O, Munro J, Consolaro A, Morgan E, Riebschleger M, Horonjeff J, Strand V, Bingham C, Collante MTM, Ganeva M, Stefanov S, Telcharova A, Mihaylova D, Saraeva R, Tzveova R, Kaneva R, Tsakova A, Temelkova K, Picarelli MMC, Danzmann LC, Barbé-Tuana F, Grun LK, Jones MH, Frković M, Ištuk K, Birkić I, Sršen S, Jelušić M, Smith N, Jandial S, Easton A, Quarmby R, Khubchandani R, Chan M, Rapley T, Foster H, Srp R, Kobrova K, Franova J, Fingerhutova S, Nemcova D, Hoza J, Uher M, Saifridova M, Linkova L, Dolezalova P, Charuvanij S, Leelayuwattanakul I, Pacharapakornpong T, Vallipakorn SAO, Lerkvaleekul B, Vilaiyuk S, Muratore V, Giancane G, Lanni S, Alongi A, Alpigiani MG, Martini A, Ravelli A, Consolaro A, Alongi A, Bovis F, Minoia F, Davì S, Martini A, Ruperto N, Cron RQ, Ravelli A, Passarelli C, Pardeo M, Pisaneschi E, Novelli A, De Benedetti F, Bracaglia C, Bracaglia C, Marafon DP, Caiello I, de Graaf K, Guilhot F, Ferlin W, Davi’ S, Schulert G, Ravelli A, Grom AA, Nelson R, de Min C, De Benedetti F, Holzinger D, Kessel C, Fall N, Grom A, de Jager W, Vastert S, Strippoli R, Bracaglia C, Sundberg E, Horne A, Ehl S, Ammann S, Lehmberg K, De Benedetti F, Beutel K, Foell D, Minoia F, Horne A, Bovis F, Davì S, Pagani L, Espada G, Gao YJ, Insalaco A, Lehmberg K, Sanner H, Shenoi S, Weitzman S, Ruperto N, Martini A, Cron RQ, Ravelli A, Prencipe G, Caiello I, Pascarella A, Bracaglia C, Ferlin WG, Chatel L, Strippoli R, de Min C, De Benedetti F, Jacqmin P, De Graaf K, Ballabio M, Nelson R, Johnson Z, Ferlin W, Lapeyre G, de Benedetti F, Cristina DM, Wakiguchi H, Hasegawa S, Hirano R, Okazaki F, Nakamura T, Kaneyasu H, Ohga S, Yamazaki K, Nozawa T, Kanetaka T, Ito S, Yokota S, McLellan K, MacGregor I, Martin N, Davidson J, Kuemmerle-Deschner J, Hansmann S, Wulffraat N, Eikelberg A, Haug I, Schuller S, Benseler SM, Nazarova LS, Danilko KV, Malievsky VA, Viktorova TV, Mauro A, Omoyinmi E, Barnicoat A, Brogan P, Foley C, Killeen O, MacDermott E, Veale D, Foley C, Killeen O, MacDermott E, Veale D, Gomes SM, Omoyinmi E, Hurst J, Canham N, Eleftheriou D, Klein N, Lacassagne S, Brogan P, Wiener A, Hügle B, Denecke B, Costa-Filho I, Haas JP, Tenbrock K, Popp D, Boltjes A, Rühle F, Herresthal S, de Jager W, van Wijk F, Schultze J, Stoll M, Klotz L, Vogl T, Roth J, Quesada-Masachs E, de la Sierra DÁ, Prat MG, Sánchez AMM, Borrell RP, Barril SM, Gallo MM, Caballero CM, Chyzheuskaya I, Byelyaeva LM, Filonovich RM, Khrustaleva HK, Zajtseva LI, Yuraga TM, Chyzheuskaya I, Byelyaeva LM, Filonovich RM, Khrustaleva HK, Zajtseva LI, Yuraga TM, Giner T, Hackl L, Albrecht J, Würzner R, Brunner J, Pastore S, Minute M, Parentin F, Tesser A, Nocerino A, Taddio A, Tommasini A, Nørgaard M, Herlin T, Alberdi-Saugstrup M, Zak MS, Nielsen SM, Herlin T, Nordal E, Berntson L, Fasth A, Rygg M, Müller KG, Avramovič MZ, Dolžan V, Toplak N, Avčin T, Ruperto N, Lovell DJ, Wallace C, Toth M. Proceedings of the 23rd Paediatric Rheumatology European Society Congress: part two. Pediatr Rheumatol Online J 2017. [PMCID: PMC5461533 DOI: 10.1186/s12969-017-0142-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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de Groen RA, Boltjes A, Hou J, Liu BS, McPhee F, Friborg J, Janssen HLA, Boonstra A. IFN-λ-mediated IL-12 production in macrophages induces IFN-γ production in human NK cells. Eur J Immunol 2015; 45:250-9. [PMID: 25316442 DOI: 10.1002/eji.201444903] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [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: 06/03/2014] [Revised: 08/24/2014] [Accepted: 10/10/2014] [Indexed: 12/16/2022]
Abstract
With increasing interest in alternative options to interferon-alpha-based treatments, IFN-λ has shown therapeutic promise in a variety of diseases. Although the antiviral activity of IFN-λ has been extensively studied, there is limited knowledge regarding the immunological functions of IFN-λ and how these differ from those of other classes of IFNs. In this study, we investigated the effects of IFN-λ on primary human NK cells, both in a direct and indirect capacity. We demonstrate that in contrast to interferon-alpha, IFN-λ is unable to directly stimulate NK cells, due to the absence of IFN-λ receptor chain 1 (IFN-λR1) on NK cells. However, IFN-λ, in combination with TLR4 challenge, is able to induce the production of select members of the IL-12 family of cytokines in monocyte-derived macrophages. We further show that through macrophage-mediated IL-12 production, IFN-λ is able to indirectly affect NK cells and ultimately induce IFN-γ production.
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Affiliation(s)
- Rik A de Groen
- Department of Gastroenterology and Hepatology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
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Boltjes A, van Montfoort N, Biesta PJ, Op den Brouw ML, Kwekkeboom J, van der Laan LJW, Janssen HLA, Boonstra A, Woltman AM. Kupffer cells interact with hepatitis B surface antigen in vivo and in vitro, leading to proinflammatory cytokine production and natural killer cell function. J Infect Dis 2014; 211:1268-78. [PMID: 25362194 DOI: 10.1093/infdis/jiu599] [Citation(s) in RCA: 47] [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] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Based on their localization, Kupffer cells (KCs) likely interact with hepatitis B virus (HBV). However, the role of KCs in inducing immunity toward HBV is poorly understood. Therefore, the interaction of hepatitis B surface antigen (HBsAg) and KCs, and possible functional consequences, were assessed. METHODS KCs in liver tissue from patients with chronic HBV were analyzed for presence of HBsAg and their phenotype, and compared with KCs in control liver tissue. Liver graft perfusate-derived KCs and in vitro-generated monocyte-derived macrophages were investigated for functional interaction with patient-derived HBsAg. RESULTS Intrahepatic KCs were HBsAg positive and more activated than those from control livers. KCs internalized HBsAg in vitro, which did not change their phenotype, but strongly induced proinflammatory cytokine production. Additionally, monocyte-derived macrophages also interacted with HBsAg, leading to activation and cytokine production. Furthermore, HBsAg-exposed macrophages and KC activated natural killer (NK) cells, resulting in increased CD69 expression and interferon-γ production. CONCLUSIONS KCs directly interact with HBsAg in vivo and in vitro. HBsAg-induced cytokine production by KCs and monocyte-derived macrophages and subsequent NK cell activation may be an early event in viral containment and may support induction of HBV-specific immunity upon HBV infection, but may also contribute to liver pathology.
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Affiliation(s)
- Arjan Boltjes
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Nadine van Montfoort
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Paula J Biesta
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Marjoleine L Op den Brouw
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Jaap Kwekkeboom
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Luc J W van der Laan
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Harry L A Janssen
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands Division of Gastroenterology, Liver Clinic University Health Network, University of Toronto, Ontario, Canada
| | - André Boonstra
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Andrea M Woltman
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
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Boltjes A, Movita D, Boonstra A, Woltman AM. The role of Kupffer cells in hepatitis B and hepatitis C virus infections. J Hepatol 2014; 61:660-71. [PMID: 24798624 DOI: 10.1016/j.jhep.2014.04.026] [Citation(s) in RCA: 116] [Impact Index Per Article: 11.6] [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: 09/28/2013] [Revised: 04/04/2014] [Accepted: 04/25/2014] [Indexed: 12/12/2022]
Abstract
Globally, over 500 million people are chronically infected with the hepatitis B virus (HBV) or hepatitis C virus (HCV). These chronic infections cause liver inflammation, and may result in fibrosis/cirrhosis or hepatocellular carcinoma. Albeit that HBV and HCV differ in various aspects, clearance, persistence, and immunopathology of either infection depends on the interplay between the innate and adaptive responses in the liver. Kupffer cells, the liver-resident macrophages, are abundantly present in the sinusoids of the liver. These cells have been shown to be crucial players to maintain homeostasis, but also contribute to pathology. However, it is important to note that especially during pathology, Kupffer cells are difficult to distinguish from infiltrating monocytes/macrophages and other myeloid cells. In this review we discuss our current understanding of Kupffer cells, and assess their role in the regulation of anti-viral immunity and disease pathogenesis during HBV and HCV infection.
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Affiliation(s)
- Arjan Boltjes
- Dept. of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Dowty Movita
- Dept. of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - André Boonstra
- Dept. of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Andrea M Woltman
- Dept. of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands.
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Boltjes A, Groothuismink ZM, van Oord GW, Janssen HLA, Woltman AM, Boonstra A. Monocytes from chronic HBV patients react in vitro to HBsAg and TLR by producing cytokines irrespective of stage of disease. PLoS One 2014; 9:e97006. [PMID: 24824830 PMCID: PMC4019549 DOI: 10.1371/journal.pone.0097006] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2013] [Accepted: 04/14/2014] [Indexed: 01/04/2023] Open
Abstract
Individuals who are chronically infected with the hepatitis B virus (HBV) are highly heterogenous with respect to serum levels of HBV DNA, HBV particles and viral proteins. Since circulating leukocytes, such as monocytes, are constantly exposed to these viral components, it is likely that the functionality of these cells is affected. However, at present, little information is available on the consequences of the interaction between monocytes and viral components. Therefore, we examined the in vitro effects of HBV surface antigen (HBsAg) on monocytes and evaluated whether these effects were reflected in vivo. We observed that in vitro HBsAg exposure of monocytes induced robust production of IL-6 and TNF. However, between chronic HBV patients with distinct levels of serum HBsAg, HBV early antigen (HBeAg), and HBV DNA, TLR-induced monocyte cytokine production did not differ. Importantly, HBsAg-induced cytokine production by monocytes was similar between patients and healthy controls showing that earlier in vivo exposure to HBsAg does not affect the in vitro response. Additionally, we show that IL-10 is able to inhibit cytokine production by HBsAg-induced monocytes. In conclusion, we demonstrate that monocytes can recognize and respond to HBsAg, resulting in vigorous pro-inflammatory cytokine production in vitro. However, phenotype and function of the monocyte compartment in chronic HBV patients are not influenced by differences in levels of serum viral components, suggesting that regulatory mechanisms are active to avoid excessive in vivo monocyte activation.
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Affiliation(s)
- Arjan Boltjes
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Zwier M. Groothuismink
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Gertine W. van Oord
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Harry L. A. Janssen
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
- Liver Clinic University Health Network, Division of Gastroenterology, University of Toronto, Toronto, ON, Canada
| | - Andrea M. Woltman
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - André Boonstra
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
- * E-mail:
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Abstract
Dendritic cells (DC) represent a heterogeneous population of antigen-presenting cells that are crucial in initiating and shaping immune responses. Although all DC are capable of antigen-uptake, processing, and presentation to T cells, DC subtypes differ in their origin, location, migration patterns, and specialized immunological roles. While in recent years, there have been rapid advances in understanding DC subset ontogeny, development, and function in mice, relatively little is known about the heterogeneity and functional specialization of human DC subsets, especially in tissues. In steady-state, DC progenitors deriving from the bone marrow give rise to lymphoid organ-resident DC and to migratory tissue DC that act as tissue sentinels. During inflammation additional DC and monocytes are recruited to the tissues where they are further activated and promote T helper cell subset polarization depending on the environment. In the current review, we will give an overview of the latest developments in human DC research both in steady-state and under inflammatory conditions. In this context, we review recent findings on DC subsets, DC-mediated cross-presentation, monocyte-DC relationships, inflammatory DC development, and DC-instructed T-cell polarization. Finally, we discuss the potential role of human DC in chronic inflammatory diseases.
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Affiliation(s)
- Arjan Boltjes
- Laboratory for Translational Immunology, Department of Pediatric Immunology, University Medical Center Utrecht , Utrecht , Netherlands
| | - Femke van Wijk
- Laboratory for Translational Immunology, Department of Pediatric Immunology, University Medical Center Utrecht , Utrecht , Netherlands
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Wehrens EJ, Boltjes A, Klein M, Vastert SJ, Prakken BJ, Van Wijk F. PReS-FINAL-1019: Inflammatory monocytes induce resistance of effector t cells to suppression. Pediatr Rheumatol Online J 2013. [PMCID: PMC4042546 DOI: 10.1186/1546-0096-11-s2-p16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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Boltjes A, Op den Brouw ML, Biesta PJ, Binda RS, van der Molen RG, Boonstra A, Janssen HLA, Woltman AM. Assessment of the effect of ribavirin on myeloid and plasmacytoid dendritic cells during interferon-based therapy of chronic hepatitis B patients. Mol Immunol 2012; 53:72-8. [PMID: 22814486 DOI: 10.1016/j.molimm.2012.06.016] [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: 04/10/2012] [Revised: 06/21/2012] [Accepted: 06/24/2012] [Indexed: 12/13/2022]
Abstract
The combination of ribavirin and peginterferon is the current standard of anti-viral treatment for chronic HCV patients. However, little is known on the mode of action of ribavirin in the anti-viral treatment of HCV patients. To investigate the immunomodulatory mechanism of ribavirin, we studied peginterferon alone versus peginterferon and ribavirin in chronic HBV patients. The addition of ribavirin did not affect the number of myeloid dendritic cells (mDC) or plasmacytoid dendritic cells (pDC), nor did it enhance T-helper-1 cell activity or T-cell proliferation. In contrast, it increased upregulation of activation markers on mDC and pDC, which was sustained throughout treatment. However, the addition of ribavirin had no effect on IFNα production by pDC. Our findings demonstrate that, although ribavirin does not lead to a viral load decline, in vivo treatment with ribavirin affects the activation of pDC and mDC in chronic HBV patients.
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Affiliation(s)
- Arjan Boltjes
- Liver Unit, Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, 's Gravendijkwal 230, 3015 CE, Rotterdam, The Netherlands
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