1
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Schlachetzki JC, Gianella S, Ouyang Z, Lana AJ, Yang X, O'Brien S, Challacombe JF, Gaskill PJ, Jordan-Sciutto KL, Chaillon A, Moore D, Achim CL, Ellis RJ, Smith DM, Glass CK. Gene expression and chromatin conformation of microglia in virally suppressed people with HIV. Life Sci Alliance 2024; 7:e202402736. [PMID: 39060113 PMCID: PMC11282357 DOI: 10.26508/lsa.202402736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 07/14/2024] [Accepted: 07/15/2024] [Indexed: 07/28/2024] Open
Abstract
The presence of HIV in sequestered reservoirs is a central impediment to a functional cure, allowing HIV to persist despite life-long antiretroviral therapy (ART), and driving a variety of comorbid conditions. Our understanding of the latent HIV reservoir in the central nervous system is incomplete, because of difficulties in accessing human central nervous system tissues. Microglia contribute to HIV reservoirs, but the molecular phenotype of HIV-infected microglia is poorly understood. We leveraged the unique "Last Gift" rapid autopsy program, in which people with HIV are closely followed until days or even hours before death. Microglial populations were heterogeneous regarding their gene expression profiles but showed similar chromatin accessibility landscapes. Despite ART, we detected occasional microglia containing cell-associated HIV RNA and HIV DNA integrated into open regions of the host's genome (∼0.005%). Microglia with detectable HIV RNA showed an inflammatory phenotype. These results demonstrate a distinct myeloid cell reservoir in the brains of people with HIV despite suppressive ART. Strategies for curing HIV and neurocognitive impairment will need to consider the myeloid compartment to be successful.
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Affiliation(s)
- Johannes Cm Schlachetzki
- https://ror.org/01vf2g217 Department of Cellular and Molecular Medicine, University of California San Diego, San Diego, CA, USA
- https://ror.org/01vf2g217 Department of Neurosciences, University of California San Diego, San Diego, CA, USA
| | - Sara Gianella
- https://ror.org/01vf2g217 Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, USA
| | - Zhengyu Ouyang
- https://ror.org/01vf2g217 Department of Cellular and Molecular Medicine, University of California San Diego, San Diego, CA, USA
| | - Addison J Lana
- https://ror.org/01vf2g217 Department of Cellular and Molecular Medicine, University of California San Diego, San Diego, CA, USA
| | - Xiaoxu Yang
- Department of Human Genetics, University of Utah, Salt Lake City, UT, USA
| | - Sydney O'Brien
- https://ror.org/01vf2g217 Department of Cellular and Molecular Medicine, University of California San Diego, San Diego, CA, USA
| | - Jean F Challacombe
- https://ror.org/01vf2g217 Department of Cellular and Molecular Medicine, University of California San Diego, San Diego, CA, USA
| | - Peter J Gaskill
- Department of Pharmacology and Physiology, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Kelly L Jordan-Sciutto
- Department of Oral Medicine, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Antoine Chaillon
- https://ror.org/01vf2g217 Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, USA
| | - David Moore
- https://ror.org/01vf2g217 Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Cristian L Achim
- https://ror.org/01vf2g217 Department of Pathology, University of California San Diego, San Diego, CA, USA
| | - Ronald J Ellis
- https://ror.org/01vf2g217 Department of Neurosciences, University of California San Diego, San Diego, CA, USA
| | - Davey M Smith
- https://ror.org/01vf2g217 Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, USA
| | - Christopher K Glass
- https://ror.org/01vf2g217 Department of Cellular and Molecular Medicine, University of California San Diego, San Diego, CA, USA
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2
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Kim Y, Lim J, Oh J. Taming neuroinflammation in Alzheimer's disease: The protective role of phytochemicals through the gut-brain axis. Biomed Pharmacother 2024; 178:117277. [PMID: 39126772 DOI: 10.1016/j.biopha.2024.117277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Revised: 08/05/2024] [Accepted: 08/05/2024] [Indexed: 08/12/2024] Open
Abstract
Alzheimer's disease (AD) is a progressive degenerative neurological condition characterized by cognitive decline, primarily affecting memory and logical thinking, attributed to amyloid-β plaques and tau protein tangles in the brain, leading to neuronal loss and brain atrophy. Neuroinflammation, a hallmark of AD, involves the activation of microglia and astrocytes in response to pathological changes, potentially exacerbating neuronal damage. The gut-brain axis is a bidirectional communication pathway between the gastrointestinal and central nervous systems, crucial for maintaining brain health. Phytochemicals, natural compounds found in plants with antioxidant and anti-inflammatory properties, such as flavonoids, curcumin, resveratrol, and quercetin, have emerged as potential modulators of this axis, suggesting implications for AD prevention. Intake of phytochemicals influences the gut microbial composition and its metabolites, thereby impacting neuroinflammation and oxidative stress in the brain. Consumption of phytochemical-rich foods may promote a healthy gut microbiota, fostering the production of anti-inflammatory and neuroprotective substances. Early dietary incorporation of phytochemicals offers a non-invasive strategy for modulating the gut-brain axis and potentially reducing AD risk or delaying its onset. The exploration of interventions targeting the gut-brain axis through phytochemical intake represents a promising avenue for the development of preventive or therapeutic strategies against AD initiation and progression.
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Affiliation(s)
- Yoonsu Kim
- Department of Integrative Biology, Kyungpook National University, Daegu 41566, Republic of Korea
| | - Jinkyu Lim
- School of Food Science and Biotechnology, Kyungpook National University, Daegu 41566, Republic of Korea.
| | - Jisun Oh
- New Drug Development Center, Daegu-Gyeongbuk Medical Innovation Foundation, Daegu 41061, Republic of Korea.
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3
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Green N, Gao H, Chu X, Yuan Q, McGuire P, Lai D, Jiang G, Xuei X, Reiter J, Stevens J, Sutherland G, Goate A, Pang Z, Slesinger P, Hart RP, Tischfield JA, Agrawal A, Wang Y, Duren Z, Edenberg HJ, Liu Y. Integrated Single-Cell Multiomic Profiling of Caudate Nucleus Suggests Key Mechanisms in Alcohol Use Disorder. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.02.606355. [PMID: 39149227 PMCID: PMC11326171 DOI: 10.1101/2024.08.02.606355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 08/17/2024]
Abstract
Alcohol use disorder (AUD) is likely associated with complex transcriptional alterations in addiction-relevant brain regions. We characterize AUD-associated differences in cell type-specific gene expression and chromatin accessibility in the caudate nucleus by conducting a single-nucleus RNA-seq assay and a single-nucleus RNA-seq + ATAC-seq (multiome) assay on caudate tissue from 143 human postmortem brains (74 with AUD). We identified 17 cell types. AUD was associated with a higher proportion of microglia in an activated state and more astrocytes in a reactive state. There was widespread evidence for differentially expressed genes across cell types with the most identified in oligodendrocytes and astrocytes, including genes involved in immune response and synaptic regulation, many of which appeared to be regulated in part by JUND and OLIG2. Microglia-astrocyte communication via interleukin-1 beta, and microglia-astrocyte-oligodendrocyte interaction via transforming growth factor beta 1 were increased in individuals with AUD. Expression quantitative trait loci analysis revealed potential driver genes of AUD, including ADAL, that may protect against AUD in medium spiny neurons and interneurons. This work provides a thorough profile of the effects of AUD in the human brain and identifies several promising genes for further study.
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Affiliation(s)
- Nick Green
- Indiana University School of Medicine, Department of Medical and Molecular Genetics, Indianapolis, Indiana, 46202, United States
| | - Hongyu Gao
- Indiana University School of Medicine, Department of Medical and Molecular Genetics, Indianapolis, Indiana, 46202, United States
- Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, Indiana, 46202, United States
| | - Xiaona Chu
- Indiana University School of Medicine, Department of Medical and Molecular Genetics, Indianapolis, Indiana, 46202, United States
| | - Quiyue Yuan
- Clemson University, Department of Genetics and Biochemistry, Greenwood, SC 29646, United States
| | - Patrick McGuire
- Indiana University School of Medicine, Department of Medical and Molecular Genetics, Indianapolis, Indiana, 46202, United States
| | - Dongbing Lai
- Indiana University School of Medicine, Department of Medical and Molecular Genetics, Indianapolis, Indiana, 46202, United States
| | - Guanglong Jiang
- Indiana University School of Medicine, Department of Medical and Molecular Genetics, Indianapolis, Indiana, 46202, United States
| | - Xiaoling Xuei
- Indiana University School of Medicine, Department of Medical and Molecular Genetics, Indianapolis, Indiana, 46202, United States
| | - Jill Reiter
- Indiana University School of Medicine, Department of Medical and Molecular Genetics, Indianapolis, Indiana, 46202, United States
| | - Julia Stevens
- New South Wales Brain Tissue Research Centre, Charles Perkins Centre and School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia
| | - Greg Sutherland
- New South Wales Brain Tissue Research Centre, Charles Perkins Centre and School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia
| | - Alison Goate
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States
- Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States
| | - Zhiping Pang
- Human Genetics Institute, Rutgers University, Piscataway, New Jersey 08854, United States
- Department of Neuroscience and Cell Biology and The Child Health Institute of New Jersey, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey 08901, United States
| | - Paul Slesinger
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States
| | - Ronald P Hart
- Human Genetics Institute, Rutgers University, Piscataway, New Jersey 08854, United States
- Department of Cell Biology & Neuroscience, Rutgers University, Piscataway, New Jersey 08854, United States
| | - Jay A Tischfield
- Department of Genetics, Rutgers University, Piscataway, New Jersey, United States
| | - Arpana Agrawal
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, Missouri, United States
| | - Yue Wang
- Indiana University School of Medicine, Department of Medical and Molecular Genetics, Indianapolis, Indiana, 46202, United States
| | - Zhana Duren
- Clemson University, Department of Genetics and Biochemistry, Greenwood, SC 29646, United States
| | - Howard J Edenberg
- Indiana University School of Medicine, Department of Medical and Molecular Genetics, Indianapolis, Indiana, 46202, United States
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, Indiana 46202, United States
| | - Yunlong Liu
- Indiana University School of Medicine, Department of Medical and Molecular Genetics, Indianapolis, Indiana, 46202, United States
- Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, Indiana, 46202, United States
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4
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Wang Q, Antone J, Alsop E, Reiman R, Funk C, Bendl J, Dudley JT, Liang WS, Karr TL, Roussos P, Bennett DA, De Jager PL, Serrano GE, Beach TG, Van Keuren-Jensen K, Mastroeni D, Reiman EM, Readhead BP. Single cell transcriptomes and multiscale networks from persons with and without Alzheimer's disease. Nat Commun 2024; 15:5815. [PMID: 38987616 PMCID: PMC11237088 DOI: 10.1038/s41467-024-49790-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 06/13/2024] [Indexed: 07/12/2024] Open
Abstract
The emergence of single nucleus RNA sequencing (snRNA-seq) offers to revolutionize the study of Alzheimer's disease (AD). Integration with complementary multiomics data such as genetics, proteomics and clinical data provides powerful opportunities to link cell subpopulations and molecular networks with a broader disease-relevant context. We report snRNA-seq profiles from superior frontal gyrus samples from 101 well characterized subjects from the Banner Brain and Body Donation Program in combination with whole genome sequences. We report findings that link common AD risk variants with CR1 expression in oligodendrocytes as well as alterations in hematological parameters. We observed an AD-associated CD83(+) microglial subtype with unique molecular networks and which is associated with immunoglobulin IgG4 production in the transverse colon. Our major observations were replicated in two additional, independent snRNA-seq data sets. These findings illustrate the power of multi-tissue molecular profiling to contextualize snRNA-seq brain transcriptomics and reveal disease biology.
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Affiliation(s)
- Qi Wang
- ASU-Banner Neurodegenerative Disease Research Center, Arizona State University, Tempe, AZ, 85281, USA
| | - Jerry Antone
- Division of Neurogenomics, The Translational Genomics Research Institute, Phoenix, AZ, 85004, USA
| | - Eric Alsop
- Division of Neurogenomics, The Translational Genomics Research Institute, Phoenix, AZ, 85004, USA
| | - Rebecca Reiman
- Division of Neurogenomics, The Translational Genomics Research Institute, Phoenix, AZ, 85004, USA
| | - Cory Funk
- Institute for Systems Biology, Seattle, WA, 98109, USA
| | - Jaroslav Bendl
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Joel T Dudley
- ASU-Banner Neurodegenerative Disease Research Center, Arizona State University, Tempe, AZ, 85281, USA
| | - Winnie S Liang
- Division of Neurogenomics, The Translational Genomics Research Institute, Phoenix, AZ, 85004, USA
| | - Timothy L Karr
- ASU-Banner Neurodegenerative Disease Research Center, Arizona State University, Tempe, AZ, 85281, USA
| | - Panos Roussos
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, 60612, USA
| | - Philip L De Jager
- Department of Neurology, Center for Translational and Computational Neuroimmunology, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Geidy E Serrano
- Civin Laboratory for Neuropathology, Banner Sun Health Research Institute, Sun City, AZ, 85351, USA
| | - Thomas G Beach
- Civin Laboratory for Neuropathology, Banner Sun Health Research Institute, Sun City, AZ, 85351, USA
| | | | - Diego Mastroeni
- ASU-Banner Neurodegenerative Disease Research Center, Arizona State University, Tempe, AZ, 85281, USA
| | - Eric M Reiman
- Banner Alzheimer's Institute, Phoenix, AZ, 85006, USA
| | - Benjamin P Readhead
- ASU-Banner Neurodegenerative Disease Research Center, Arizona State University, Tempe, AZ, 85281, USA.
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5
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Butler ML, Pervaiz N, Ypsilantis P, Wang Y, Cammasola Breda J, Mazzilli S, Nicks R, Spurlock E, Hefti MM, Huber BR, Alvarez VE, Stein TD, Campbell JD, McKee AC, Cherry JD. Repetitive head impacts induce neuronal loss and neuroinflammation in young athletes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.26.586815. [PMID: 38585925 PMCID: PMC10996668 DOI: 10.1101/2024.03.26.586815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Repetitive head impacts (RHI) sustained from contact sports are the largest risk factor for chronic traumatic encephalopathy (CTE). Currently, CTE can only be diagnosed after death and the multicellular cascade of events that trigger initial hyperphosphorylated tau (p-tau) deposition remain unclear. Further, the symptoms endorsed by young individuals with early disease are not fully explained by the extent of p-tau deposition, severely hampering development of therapeutic interventions. Here, we show that RHI exposure associates with a multicellular response in young individuals (<51 years old) prior to the onset of CTE p-tau pathology that correlates with number of years of RHI exposure. Leveraging single nucleus RNA sequencing of tissue from 8 control, 9 RHI-exposed, and 11 low stage CTE individuals, we identify SPP1+ inflammatory microglia, angiogenic and inflamed endothelial cell profiles, reactive astrocytes, and altered synaptic gene expression in excitatory and inhibitory neurons in all individuals with exposure to RHI. Surprisingly, we also observe a significant loss of cortical sulcus layer 2/3 neurons in contact sport athletes compared to controls independent of p-tau pathology. These results provide robust evidence that multiple years of RHI exposure is sufficient to induce lasting cellular alterations that may underlie p-tau deposition and help explain the early clinical symptoms observed in young former contact sport athletes. Furthermore, these data identify specific cellular responses to repetitive head impacts that may direct future identification of diagnostic and therapeutic strategies for CTE.
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Affiliation(s)
- Morgane L.M.D. Butler
- Department of Anatomy & Neurobiology, Boston University Chobanian & Avedisian School of Medicine, Boston MA, USA
- Boston University Alzheimer’s Disease and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston MA
| | - Nida Pervaiz
- Section of Computational Biomedicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston MA, USA
| | | | - Yichen Wang
- Section of Computational Biomedicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston MA, USA
| | - Julia Cammasola Breda
- Section of Computational Biomedicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston MA, USA
| | - Sarah Mazzilli
- Section of Computational Biomedicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston MA, USA
| | | | | | - Marco M. Hefti
- Department of Pathology, University of Iowa Health Care, Iowa City IA, USA
| | - Bertrand R. Huber
- VA Boston Healthcare System, Jamaica Plain MA, USA
- National Center for PTSD, VA Boston Healthcare System, Boston MA, USA
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston MA, USA
| | - Victor E. Alvarez
- VA Boston Healthcare System, Jamaica Plain MA, USA
- VA Bedford Healthcare System, Bedford MA, USA
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston MA, USA
| | - Thor D. Stein
- Boston University Alzheimer’s Disease and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston MA
- VA Boston Healthcare System, Jamaica Plain MA, USA
- VA Bedford Healthcare System, Bedford MA, USA
- Department of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston MA, USA
| | - Joshua D. Campbell
- Section of Computational Biomedicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston MA, USA
| | - Ann C. McKee
- Boston University Alzheimer’s Disease and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston MA
- VA Boston Healthcare System, Jamaica Plain MA, USA
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston MA, USA
- Department of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston MA, USA
| | - Jonathan D. Cherry
- Department of Anatomy & Neurobiology, Boston University Chobanian & Avedisian School of Medicine, Boston MA, USA
- Boston University Alzheimer’s Disease and CTE Centers, Boston University Chobanian & Avedisian School of Medicine, Boston MA
- VA Boston Healthcare System, Jamaica Plain MA, USA
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston MA, USA
- Department of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston MA, USA
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6
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Peckert-Maier K, Wild AB, Sprißler L, Fuchs M, Beck P, Auger JP, Sinner P, Strack A, Mühl-Zürbes P, Ramadan N, Kunz M, Krönke G, Stich L, Steinkasserer A, Royzman D. Soluble CD83 modulates human-monocyte-derived macrophages toward alternative phenotype, function, and metabolism. Front Immunol 2023; 14:1293828. [PMID: 38162675 PMCID: PMC10755915 DOI: 10.3389/fimmu.2023.1293828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 11/24/2023] [Indexed: 01/03/2024] Open
Abstract
Alterations in macrophage (Mφ) polarization, function, and metabolic signature can foster development of chronic diseases, such as autoimmunity or fibrotic tissue remodeling. Thus, identification of novel therapeutic agents that modulate human Mφ biology is crucial for treatment of such conditions. Herein, we demonstrate that the soluble CD83 (sCD83) protein induces pro-resolving features in human monocyte-derived Mφ biology. We show that sCD83 strikingly increases the expression of inhibitory molecules including ILT-2 (immunoglobulin-like transcript 2), ILT-4, ILT-5, and CD163, whereas activation markers, such as MHC-II and MSR-1, were significantly downregulated. This goes along with a decreased capacity to stimulate alloreactive T cells in mixed lymphocyte reaction (MLR) assays. Bulk RNA sequencing and pathway analyses revealed that sCD83 downregulates pathways associated with pro-inflammatory, classically activated Mφ (CAM) differentiation including HIF-1A, IL-6, and cytokine storm, whereas pathways related to alternative Mφ activation and liver X receptor were significantly induced. By using the LXR pathway antagonist GSK2033, we show that transcription of specific genes (e.g., PPARG, ABCA1, ABCG1, CD36) induced by sCD83 is dependent on LXR activation. In summary, we herein reveal for the first time mechanistic insights into the modulation of human Mφ biology by sCD83, which is a further crucial preclinical study for the establishment of sCD83 as a new therapeutical agent to treat inflammatory conditions.
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Affiliation(s)
- Katrin Peckert-Maier
- Department of Immune Modulation, Universitätsklinikum Erlangen, Friedrich– Alexander Universität Erlangen–Nürnberg, Erlangen, Germany
| | - Andreas B. Wild
- Department of Immune Modulation, Universitätsklinikum Erlangen, Friedrich– Alexander Universität Erlangen–Nürnberg, Erlangen, Germany
| | - Laura Sprißler
- Department of Immune Modulation, Universitätsklinikum Erlangen, Friedrich– Alexander Universität Erlangen–Nürnberg, Erlangen, Germany
| | - Maximilian Fuchs
- Fraunhofer Institute for Toxicology and Experimental Medicine (ITEM), Hannover, Germany
| | - Philipp Beck
- Department of Immune Modulation, Universitätsklinikum Erlangen, Friedrich– Alexander Universität Erlangen–Nürnberg, Erlangen, Germany
| | - Jean-Philippe Auger
- Department of Internal Medicine 3 – Rheumatology and Immunology, Friedrich-Alexander University Erlangen-Nürnberg (FAU) and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Pia Sinner
- Department of Immune Modulation, Universitätsklinikum Erlangen, Friedrich– Alexander Universität Erlangen–Nürnberg, Erlangen, Germany
| | - Astrid Strack
- Department of Immune Modulation, Universitätsklinikum Erlangen, Friedrich– Alexander Universität Erlangen–Nürnberg, Erlangen, Germany
| | - Petra Mühl-Zürbes
- Department of Immune Modulation, Universitätsklinikum Erlangen, Friedrich– Alexander Universität Erlangen–Nürnberg, Erlangen, Germany
| | - Ntilek Ramadan
- Department of Immune Modulation, Universitätsklinikum Erlangen, Friedrich– Alexander Universität Erlangen–Nürnberg, Erlangen, Germany
| | - Meik Kunz
- Fraunhofer Institute for Toxicology and Experimental Medicine (ITEM), Hannover, Germany
- Chair of Medical Informatics, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Bavaria, Germany
| | - Gerhard Krönke
- Department of Internal Medicine 3 – Rheumatology and Immunology, Friedrich-Alexander University Erlangen-Nürnberg (FAU) and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Lena Stich
- Department of Immune Modulation, Universitätsklinikum Erlangen, Friedrich– Alexander Universität Erlangen–Nürnberg, Erlangen, Germany
| | - Alexander Steinkasserer
- Department of Immune Modulation, Universitätsklinikum Erlangen, Friedrich– Alexander Universität Erlangen–Nürnberg, Erlangen, Germany
| | - Dmytro Royzman
- Department of Immune Modulation, Universitätsklinikum Erlangen, Friedrich– Alexander Universität Erlangen–Nürnberg, Erlangen, Germany
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7
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Wang Q, Antone J, Alsop E, Reiman R, Funk C, Bendl J, Dudley JT, Liang WS, Karr TL, Roussos P, Bennett DA, De Jager PL, Serrano GE, Beach TG, Keuren-Jensen KV, Mastroeni D, Reiman EM, Readhead BP. A public resource of single cell transcriptomes and multiscale networks from persons with and without Alzheimer's disease. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.20.563319. [PMID: 37961404 PMCID: PMC10634692 DOI: 10.1101/2023.10.20.563319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
The emergence of technologies that can support high-throughput profiling of single cell transcriptomes offers to revolutionize the study of brain tissue from persons with and without Alzheimer's disease (AD). Integration of these data with additional complementary multiomics data such as genetics, proteomics and clinical data provides powerful opportunities to link observed cell subpopulations and molecular network features within a broader disease-relevant context. We report here single nucleus RNA sequencing (snRNA-seq) profiles generated from superior frontal gyrus cortical tissue samples from 101 exceptionally well characterized, aged subjects from the Banner Brain and Body Donation Program in combination with whole genome sequences. We report findings that link common AD risk variants with CR1 expression in oligodendrocytes as well as alterations in peripheral hematological lab parameters, with these observations replicated in an independent, prospective cohort study of ageing and dementia. We also observed an AD-associated CD83(+) microglial subtype with unique molecular networks that encompass many known regulators of AD-relevant microglial biology, and which are associated with immunoglobulin IgG4 production in the transverse colon. These findings illustrate the power of multi-tissue molecular profiling to contextualize snRNA-seq brain transcriptomics and reveal novel disease biology. The transcriptomic, genetic, phenotypic, and network data resources described within this study are available for access and utilization by the scientific community.
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