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Czubala MA, Jenkins RH, Gurney M, Wallace L, Cossins B, Dennis J, Rosas M, Andrews R, Fraser D, Taylor PR. Tissue-specific transcriptional programming of macrophages controls the microRNA transcriptome targeting multiple functional pathways. J Biol Chem 2024; 300:107244. [PMID: 38556087 PMCID: PMC11067537 DOI: 10.1016/j.jbc.2024.107244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Revised: 03/22/2024] [Accepted: 03/25/2024] [Indexed: 04/02/2024] Open
Abstract
Recent interest in the biology and function of peritoneal tissue resident macrophages (pMΦ) has led to a better understanding of their cellular origin, programming, and renewal. The programming of pMΦ is dependent on microenvironmental cues and tissue-specific transcription factors, including GATA6. However, the contribution of microRNAs remains poorly defined. We conducted a detailed analysis of the impact of GATA6 deficiency on microRNA expression in mouse pMΦ. Our data suggest that for many of the pMΦ, microRNA composition may be established during tissue specialization and that the effect of GATA6 knockout is largely unable to be rescued in the adult by exogenous GATA6. The data are consistent with GATA6 modulating the expression pattern of specific microRNAs, directly or indirectly, and including miR-146a, miR-223, and miR-203 established by the lineage-determining transcription factor PU.1, to achieve a differentiated pMΦ phenotype. Lastly, we showed a significant dysregulation of miR-708 in pMΦ in the absence of GATA6 during homeostasis and in response to LPS/IFN-γ stimulation. Overexpression of miR-708 in mouse pMΦ in vivo altered 167 mRNA species demonstrating functional downregulation of predicted targets, including cell immune responses and cell cycle regulation. In conclusion, we demonstrate dependence of the microRNA transcriptome on tissue-specific programming of tissue macrophages as exemplified by the role of GATA6 in pMΦ specialization.
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Affiliation(s)
- Magdalena A Czubala
- Systems Immunity Research Institute and Division of Infection and Immunity, Cardiff University, Cardiff, UK.
| | - Robert H Jenkins
- Systems Immunity Research Institute and Division of Infection and Immunity, Cardiff University, Cardiff, UK
| | - Mark Gurney
- Systems Immunity Research Institute and Division of Infection and Immunity, Cardiff University, Cardiff, UK
| | - Leah Wallace
- Systems Immunity Research Institute and Division of Infection and Immunity, Cardiff University, Cardiff, UK
| | - Benjamin Cossins
- Systems Immunity Research Institute and Division of Infection and Immunity, Cardiff University, Cardiff, UK
| | - James Dennis
- Systems Immunity Research Institute and Division of Infection and Immunity, Cardiff University, Cardiff, UK
| | - Marcela Rosas
- Systems Immunity Research Institute and Division of Infection and Immunity, Cardiff University, Cardiff, UK
| | - Robert Andrews
- Systems Immunity Research Institute and Division of Infection and Immunity, Cardiff University, Cardiff, UK
| | - Donald Fraser
- Systems Immunity Research Institute and Division of Infection and Immunity, Cardiff University, Cardiff, UK; Wales Kidney Research Unit, Cardiff University, Cardiff, UK
| | - Philip R Taylor
- Systems Immunity Research Institute and Division of Infection and Immunity, Cardiff University, Cardiff, UK; UK Dementia Research Institute at Cardiff, Cardiff University, Cardiff, UK.
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2
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Jones R, Hill M, Taylor P. Spi1 -14 Kb upstream regulatory element (URE) is not required for maintenance of PU.1 expression in macrophages. Wellcome Open Res 2022. [DOI: 10.12688/wellcomeopenres.17705.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Background: Previous work suggested an upstream regulatory element (URE) of Spi1 was required to maintain constant expression of the PU.1 transcription factor in bone marrow and foetal liver cells. PU.1, encoded by Spi1, is essential for development and maintenance of myeloid and B-lymphocyte populations in mice. Deletion of this (-14 Kb) URE potentially reduces expression of PU.1 and therefore provides a way to investigate its role in myeloid populations in development and disease. This study aimed to examine the impact of removal of the -14 Kb Spi1 URE in Cx3cr1+ cells on the myeloid lineage formation and maintenance. Methods: B6;129-Spi1tm1.2Dgt/J mice, whose -14 Kb Spi1 URE mice is flanked by LoxP sites (‘floxed’), were bred to a strain with constitutively active Cre expressed under the Cx3cr1 promoter (B6J.B6N(Cg)-Cx3cr1tm1.1(cre)Jung/J) to delete the Spi1 URE in myeloid cells. The floxed mice were also bred to mice with a tamoxifen-inducible Cre expressed under the Cx3cr1 promoter (B6.129P2(C)-Cx3cr1tm2.1(cre/ERT2)Jung/J) to be used as URE intact controls and to permit temporally-controlled deletion of the URE if required. PU.1 protein expression was measured in the peritoneal macrophages and microglia by flow cytometry. Additionally, a Cre-encoding lentiviral vector was used to assess the impact on PU.1 expression in bone-marrow derived macrophages from these mice in vitro. Results: Expression of the PU.1 transcription factor was not significantly altered in the peritoneal macrophages or microglia in mice lacking the -14 Kb Spi1 URE. Moreover, initial experiments utilising Cre encoding lentivirus did not reduce PU.1 protein in bone-marrow derived macrophages differentiated from the -14 Kb Spi1 URE floxed mice. Conclusions: These observations suggest that the -14 Kb URE does not play a major role in PU.1 protein expression in either mature peritoneal macrophages or microglia.
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Minimally Invasive Preclinical Monitoring of the Peritoneal Cavity Tumor Microenvironment. Cancers (Basel) 2022; 14:cancers14071775. [PMID: 35406547 PMCID: PMC8997523 DOI: 10.3390/cancers14071775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 03/27/2022] [Accepted: 03/28/2022] [Indexed: 11/24/2022] Open
Abstract
Simple Summary The mammalian peritoneal cavity harbors the liver, spleen, most of the gastrointestinal tract and other viscera, and is a dynamic microenvironment involved in numerous biological and pathological processes. Here, we present a simple, novel method termed in vivo intraperitoneal lavage (IVIPL) for the minimally invasive monitoring of cells in the peritoneal cavity of mice. IVIPL was used to study changes in the cellular composition of intraperitoneal tumor microenvironments in a syngeneic model of ovarian cancer and a xenograft CAR-T cell-treated ovarian cancer model, validating the application of IVIPL to monitor preclinical intraperitoneal cellular evolution in real time. Abstract Intraperitoneal (i.p.) experimental models in mice can recapitulate the process of i.p. dissemination in abdominal cancers and may help uncover critical information about future successful clinical treatments. i.p. cellular composition is studied in preclinical models addressing a wide spectrum of other pathophysiological states such as liver cirrhosis, infectious disease, autoimmunity, and aging. The peritoneal cavity is a multifaceted microenvironment that contains various immune cell populations, including T, B, NK, and various myeloid cells, such as macrophages. Analysis of the peritoneal cavity is often obtained by euthanizing mice and performing terminal peritoneal lavage. This procedure inhibits continuous monitoring of the peritoneal cavity in a single mouse and necessitates the usage of more mice to assess the cavity at multiple timepoints, increasing the cost, time, and variability of i.p. studies. Here, we present a simple, novel method termed in vivo intraperitoneal lavage (IVIPL) for the minimally invasive monitoring of cells in the peritoneal cavity of mice. In this proof-of-concept, IVIPL provided real-time insights into the i.p. tumor microenvironment for the development and study of ovarian cancer therapies. Specifically, we studied CAR-T cell therapy in a human high-grade serous ovarian cancer (HGSOC) xenograft mouse model, and we studied the immune composition of the i.p. tumor microenvironment (TME) in a mouse HGSOC syngeneic model.
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Blacher E, Tsai C, Litichevskiy L, Shipony Z, Iweka CA, Schneider KM, Chuluun B, Heller HC, Menon V, Thaiss CA, Andreasson KI. Aging disrupts circadian gene regulation and function in macrophages. Nat Immunol 2022; 23:229-236. [PMID: 34949832 PMCID: PMC9704320 DOI: 10.1038/s41590-021-01083-0] [Citation(s) in RCA: 56] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Accepted: 10/27/2021] [Indexed: 01/07/2023]
Abstract
Aging is characterized by an increased vulnerability to infection and the development of inflammatory diseases, such as atherosclerosis, frailty, cancer and neurodegeneration. Here, we find that aging is associated with the loss of diurnally rhythmic innate immune responses, including monocyte trafficking from bone marrow to blood, response to lipopolysaccharide and phagocytosis. This decline in homeostatic immune responses was associated with a striking disappearance of circadian gene transcription in aged compared to young tissue macrophages. Chromatin accessibility was significantly greater in young macrophages than in aged macrophages; however, this difference did not explain the loss of rhythmic gene transcription in aged macrophages. Rather, diurnal expression of Kruppel-like factor 4 (Klf4), a transcription factor (TF) well established in regulating cell differentiation and reprogramming, was selectively diminished in aged macrophages. Ablation of Klf4 expression abolished diurnal rhythms in phagocytic activity, recapitulating the effect of aging on macrophage phagocytosis. Examination of individuals harboring genetic variants of KLF4 revealed an association with age-dependent susceptibility to death caused by bacterial infection. Our results indicate that loss of rhythmic Klf4 expression in aged macrophages is associated with disruption of circadian innate immune homeostasis, a mechanism that may underlie age-associated loss of protective immune responses.
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Affiliation(s)
- Eran Blacher
- Department of Neurology & Neurological Sciences, Stanford School of Medicine, Stanford, CA, USA
| | - Connie Tsai
- Department of Neurology & Neurological Sciences, Stanford School of Medicine, Stanford, CA, USA.,Neurosciences Graduate Program, Stanford University, Stanford, CA, USA
| | - Lev Litichevskiy
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Institute for Diabetes, Obesity, and Metabolism, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Zohar Shipony
- Department of Genetics, Stanford University, Stanford, CA, USA
| | - Chinyere Agbaegbu Iweka
- Department of Neurology & Neurological Sciences, Stanford School of Medicine, Stanford, CA, USA
| | - Kai Markus Schneider
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Institute for Diabetes, Obesity, and Metabolism, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | | | - H Craig Heller
- Department of Biology, Stanford University, Stanford, CA, USA
| | - Vilas Menon
- Center for Translational and Computational Neuro-immunology, Department of Neurology, Columbia University Medical Center, New York, NY, USA
| | - Christoph A Thaiss
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA. .,Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA. .,Institute for Diabetes, Obesity, and Metabolism, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
| | - Katrin I Andreasson
- Department of Neurology & Neurological Sciences, Stanford School of Medicine, Stanford, CA, USA. .,Stanford Immunology Program, Stanford University, Stanford, CA, USA. .,Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA, USA.
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5
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Misheva M, Kotzamanis K, Davies LC, Tyrrell VJ, Rodrigues PRS, Benavides GA, Hinz C, Murphy RC, Kennedy P, Taylor PR, Rosas M, Jones SA, McLaren JE, Deshpande S, Andrews R, Schebb NH, Czubala MA, Gurney M, Aldrovandi M, Meckelmann SW, Ghazal P, Darley-Usmar V, White DA, O'Donnell VB. Oxylipin metabolism is controlled by mitochondrial β-oxidation during bacterial inflammation. Nat Commun 2022; 13:139. [PMID: 35013270 PMCID: PMC8748967 DOI: 10.1038/s41467-021-27766-8] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Accepted: 12/12/2021] [Indexed: 12/19/2022] Open
Abstract
Oxylipins are potent biological mediators requiring strict control, but how they are removed en masse during infection and inflammation is unknown. Here we show that lipopolysaccharide (LPS) dynamically enhances oxylipin removal via mitochondrial β-oxidation. Specifically, genetic or pharmacological targeting of carnitine palmitoyl transferase 1 (CPT1), a mitochondrial importer of fatty acids, reveal that many oxylipins are removed by this protein during inflammation in vitro and in vivo. Using stable isotope-tracing lipidomics, we find secretion-reuptake recycling for 12-HETE and its intermediate metabolites. Meanwhile, oxylipin β-oxidation is uncoupled from oxidative phosphorylation, thus not contributing to energy generation. Testing for genetic control checkpoints, transcriptional interrogation of human neonatal sepsis finds upregulation of many genes involved in mitochondrial removal of long-chain fatty acyls, such as ACSL1,3,4, ACADVL, CPT1B, CPT2 and HADHB. Also, ACSL1/Acsl1 upregulation is consistently observed following the treatment of human/murine macrophages with LPS and IFN-γ. Last, dampening oxylipin levels by β-oxidation is suggested to impact on their regulation of leukocyte functions. In summary, we propose mitochondrial β-oxidation as a regulatory metabolic checkpoint for oxylipins during inflammation.
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Affiliation(s)
- Mariya Misheva
- Systems Immunity Research Institute and Division of Infection and Immunity, and School of Medicine, Cardiff University, CF14 4XN, Cardiff, UK
| | - Konstantinos Kotzamanis
- Systems Immunity Research Institute and Division of Infection and Immunity, and School of Medicine, Cardiff University, CF14 4XN, Cardiff, UK
| | - Luke C Davies
- Systems Immunity Research Institute and Division of Infection and Immunity, and School of Medicine, Cardiff University, CF14 4XN, Cardiff, UK
| | - Victoria J Tyrrell
- Systems Immunity Research Institute and Division of Infection and Immunity, and School of Medicine, Cardiff University, CF14 4XN, Cardiff, UK
| | - Patricia R S Rodrigues
- Systems Immunity Research Institute and Division of Infection and Immunity, and School of Medicine, Cardiff University, CF14 4XN, Cardiff, UK
| | - Gloria A Benavides
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, 35294, USA
| | - Christine Hinz
- Systems Immunity Research Institute and Division of Infection and Immunity, and School of Medicine, Cardiff University, CF14 4XN, Cardiff, UK
| | - Robert C Murphy
- Department of Pharmacology, University of Colorado Denver, Aurora, CO, 80045, USA
| | - Paul Kennedy
- Cayman Chemical, 1180 E Ellsworth Rd, Ann Arbor, MI, 48108, USA
| | - Philip R Taylor
- Systems Immunity Research Institute and Division of Infection and Immunity, and School of Medicine, Cardiff University, CF14 4XN, Cardiff, UK
- UK Dementia Research Institute at Cardiff, Cardiff University, CF14 4XN, Cardiff, UK
| | - Marcela Rosas
- Systems Immunity Research Institute and Division of Infection and Immunity, and School of Medicine, Cardiff University, CF14 4XN, Cardiff, UK
| | - Simon A Jones
- Systems Immunity Research Institute and Division of Infection and Immunity, and School of Medicine, Cardiff University, CF14 4XN, Cardiff, UK
| | - James E McLaren
- Systems Immunity Research Institute and Division of Infection and Immunity, and School of Medicine, Cardiff University, CF14 4XN, Cardiff, UK
| | - Sumukh Deshpande
- Systems Immunity Research Institute and Division of Infection and Immunity, and School of Medicine, Cardiff University, CF14 4XN, Cardiff, UK
| | - Robert Andrews
- Systems Immunity Research Institute and Division of Infection and Immunity, and School of Medicine, Cardiff University, CF14 4XN, Cardiff, UK
| | - Nils Helge Schebb
- Chair of Food Chemistry, Faculty of Mathematics and Natural Sciences, University of Wuppertal, Gausstraße 20, 42119, Wuppertal, Germany
| | - Magdalena A Czubala
- Systems Immunity Research Institute and Division of Infection and Immunity, and School of Medicine, Cardiff University, CF14 4XN, Cardiff, UK
| | - Mark Gurney
- Systems Immunity Research Institute and Division of Infection and Immunity, and School of Medicine, Cardiff University, CF14 4XN, Cardiff, UK
| | - Maceler Aldrovandi
- Systems Immunity Research Institute and Division of Infection and Immunity, and School of Medicine, Cardiff University, CF14 4XN, Cardiff, UK
| | - Sven W Meckelmann
- Systems Immunity Research Institute and Division of Infection and Immunity, and School of Medicine, Cardiff University, CF14 4XN, Cardiff, UK
| | - Peter Ghazal
- Systems Immunity Research Institute and Division of Infection and Immunity, and School of Medicine, Cardiff University, CF14 4XN, Cardiff, UK
| | - Victor Darley-Usmar
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, 35294, USA
| | - Daniel A White
- Systems Immunity Research Institute and Division of Infection and Immunity, and School of Medicine, Cardiff University, CF14 4XN, Cardiff, UK.
| | - Valerie B O'Donnell
- Systems Immunity Research Institute and Division of Infection and Immunity, and School of Medicine, Cardiff University, CF14 4XN, Cardiff, UK.
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6
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Development and validation of a method to deliver vitamin A to macrophages. Methods Enzymol 2022; 674:363-389. [DOI: 10.1016/bs.mie.2022.04.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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7
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Mochalova EN, Kotov IA, Lifanov DA, Chakraborti S, Nikitin MP. Imaging flow cytometry data analysis using convolutional neural network for quantitative investigation of phagocytosis. Biotechnol Bioeng 2021; 119:626-635. [PMID: 34750809 DOI: 10.1002/bit.27986] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2021] [Revised: 10/07/2021] [Accepted: 10/28/2021] [Indexed: 01/03/2023]
Abstract
Macrophages play an important role in the adaptive immune system. Their ability to neutralize cellular targets through Fc receptor-mediated phagocytosis has relied upon immunotherapy that has become of particular interest for the treatment of cancer and autoimmune diseases. A detailed investigation of phagocytosis is the key to the improvement of the therapeutic efficiency of existing medications and the creation of new ones. A promising method for studying the process is imaging flow cytometry (IFC) that acquires thousands of cell images per second in up to 12 optical channels and allows multiparametric fluorescent and morphological analysis of samples in the flow. However, conventional IFC data analysis approaches are based on a highly subjective manual choice of masks and other processing parameters that can lead to the loss of valuable information embedded in the original image. Here, we show the application of a Faster region-based convolutional neural network (CNN) for accurate quantitative analysis of phagocytosis using imaging flow cytometry data. Phagocytosis of erythrocytes by peritoneal macrophages was chosen as a model system. CNN performed automatic high-throughput processing of datasets and demonstrated impressive results in the identification and classification of macrophages and erythrocytes, despite the variety of shapes, sizes, intensities, and textures of cells in images. The developed procedure allows determining the number of phagocytosed cells, disregarding cases with a low probability of correct classification. We believe that CNN-based approaches will enable powerful in-depth investigation of a wide range of biological processes and will reveal the intricate nature of heterogeneous objects in images, leading to completely new capabilities in diagnostics and therapy.
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Affiliation(s)
- Elizaveta N Mochalova
- Nanobiotechnology Laboratory, Moscow Institute of Physics and Technology, Moscow, Russia.,Biophotonics Laboratory, Prokhorov General Physics Institute of the Russian Academy of Sciences, Moscow, Russia.,Nanobiomedicine Division, Sirius University of Science and Technology, Sochi, Russia
| | - Ivan A Kotov
- Nanobiotechnology Laboratory, Moscow Institute of Physics and Technology, Moscow, Russia
| | - Dmitry A Lifanov
- Nanobiotechnology Laboratory, Moscow Institute of Physics and Technology, Moscow, Russia
| | | | - Maxim P Nikitin
- Nanobiotechnology Laboratory, Moscow Institute of Physics and Technology, Moscow, Russia.,Nanobiomedicine Division, Sirius University of Science and Technology, Sochi, Russia
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8
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Jones RE, Andrews R, Holmans P, Hill M, Taylor PR. Modest changes in Spi1 dosage reveal the potential for altered microglial function as seen in Alzheimer's disease. Sci Rep 2021; 11:14935. [PMID: 34294785 PMCID: PMC8298495 DOI: 10.1038/s41598-021-94324-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 07/07/2021] [Indexed: 12/12/2022] Open
Abstract
Genetic association studies have identified multiple variants at the SPI1 locus that modify risk and age of onset for Alzheimer's Disease (AD). Reports linking risk variants to gene expression suggest that variants denoting higher SPI1 expression are likely to have an earlier AD onset, and several other AD risk genes contain PU.1 binding sites in the promoter region. Overall, this suggests the level of SPI1 may alter microglial phenotype potentially impacting AD. This study determined how the microglial transcriptome was altered following modest changes to Spi1 expression in primary mouse microglia. RNA-sequencing was performed on microglia with reduced or increased Spi1/PU.1 expression to provide an unbiased approach to determine transcriptomic changes affected by Spi1. In summary, a reduction in microglial Spi1 resulted in the dysregulation of transcripts encoding proteins involved in DNA replication pathways while an increased Spi1 results in an upregulation of genes associated with immune response pathways. Additionally, a subset of 194 Spi1 dose-sensitive genes was identified and pathway analysis suggests that several innate immune and interferon response pathways are impacted by the concentration of Spi1. Together these results suggest Spi1 levels can alter the microglial transcriptome and suggests interferon pathways may be altered in individuals with AD related Spi1 risk SNPs.
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Affiliation(s)
- Ruth E Jones
- Division of Infection and Immunity, Cardiff University, Cardiff, UK
- UK Dementia Research Institute at Cardiff, Cardiff University, Hadyn Ellis Building, Maindy Road, Cardiff, CF24 4HQ, UK
| | - Robert Andrews
- Division of Infection and Immunity, Cardiff University, Cardiff, UK
- Systems Immunity Research Institute, Cardiff University, Cardiff, UK
| | - Peter Holmans
- Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, UK
| | - Matthew Hill
- UK Dementia Research Institute at Cardiff, Cardiff University, Hadyn Ellis Building, Maindy Road, Cardiff, CF24 4HQ, UK
| | - Philip R Taylor
- Division of Infection and Immunity, Cardiff University, Cardiff, UK.
- UK Dementia Research Institute at Cardiff, Cardiff University, Hadyn Ellis Building, Maindy Road, Cardiff, CF24 4HQ, UK.
- Systems Immunity Research Institute, Cardiff University, Cardiff, UK.
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