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Huang L, Pei Z, Zhang T, Zhang Z, Sun F, Wen L. Targeting TYROBP to influence the immune microenvironment and osteogenic differentiation of mesenchymal stem cells. J Orthop Surg Res 2025; 20:535. [PMID: 40437576 PMCID: PMC12117746 DOI: 10.1186/s13018-025-05925-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2025] [Accepted: 05/13/2025] [Indexed: 06/01/2025] Open
Abstract
Background Lactate, as an end product of glycolysis, plays an important role in cellular metabolism and signal transduction, and recent studies have shown that it is closely related to cellular differentiation, but its potential role in osteogenic differentiation has not yet been fully investigated. Methods We obtained two datasets containing human mesenchymal stem cells and human osteoblasts, GSE12266 and GSE18043 , from the GEO database, which contained a total of 14 samples with sequencing data, and searched for lactate metabolism-related genes from the Genecards database. Ten differentially expressed core genes related to lactate metabolism were identified by differential expression analysis, protein interaction network analysis, and correlation expression analysis, and determined to play a key role in osteogenic differentiation. The effects of hub genes on the immune microenvironment of osteogenic differentiation were explored by enrichment analysis and immune infiltration analysis, and the significant effects of the key gene TYRO Protein Tyrosine Kinase-Binding Protein(TYROBP) on the characterization of bone marrow mesenchymal stem cells (BMSCs) were experimentally verified, and it was determined by drug sensitivity analysis that TYROBP may be a regulatory target of certain drugs affecting osteogenic differentiation. Result We successfully screened 10 differentially expressed hub genes related to lactate metabolism, and their area under the curve AUC values for predicting osteogenic differentiation were all highly favorable. Enrichment analysis showed that lactate metabolism may affect osteoblast differentiation through immune infiltration, and the immune infiltration results confirmed the strong association between hub genes and osteoblast immune infiltration status. It was verified that decreasing TYROBP expression promoted cell viability, proliferation and migration ability of BMSCs. Drug sensitivity analysis showed that TYROBP may be a major regulator of drug-induced MSC differentiation. Conclusion Our study reveals the critical role of lactate metabolism in osteoblast differentiation, identifies the role of the key gene TYROBP in the regulation of BMSCs, and provides new insights for studies related to the regulation of osteoblast differentiation.
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Affiliation(s)
- Liangkun Huang
- Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Science & Peking Union Medical College, Beijing, China
| | - Zijie Pei
- Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Science & Peking Union Medical College, Beijing, China
| | - Tongyi Zhang
- Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Science & Peking Union Medical College, Beijing, China
| | - Ze Zhang
- Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Science & Peking Union Medical College, Beijing, China.
| | - Fengpo Sun
- Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Science & Peking Union Medical College, Beijing, China.
| | - Liangyuan Wen
- Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Science & Peking Union Medical College, Beijing, China.
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2
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Martiskainen H, Willman RM, Harju P, Heikkinen S, Heiskanen M, Müller SA, Sinisalo R, Takalo M, Mäkinen P, Kuulasmaa T, Pekkala V, Galván Del Rey A, Juopperi SP, Jeskanen H, Kervinen I, Saastamoinen K, Niiranen M, Heikkinen SV, Kurki MI, Marttila J, Mäkinen PI, Rostalski H, Hietanen T, Ngandu T, Lehtisalo J, Bellenguez C, Lambert JC, Haass C, Rinne J, Hakumäki J, Rauramaa T, Krüger J, Soininen H, Haapasalo A, Lichtenthaler SF, Leinonen V, Solje E, Hiltunen M. Monoallelic TYROBP deletion is a novel risk factor for Alzheimer's disease. Mol Neurodegener 2025; 20:50. [PMID: 40301889 PMCID: PMC12038944 DOI: 10.1186/s13024-025-00830-3] [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: 05/16/2024] [Accepted: 03/20/2025] [Indexed: 05/01/2025] Open
Abstract
Biallelic loss-of-function variants in TYROBP and TREM2 cause autosomal recessive presenile dementia with bone cysts known as Nasu-Hakola disease (NHD, alternatively polycystic lipomembranous osteodysplasia with sclerosing leukoencephalopathy, PLOSL). Some other TREM2 variants contribute to the risk of Alzheimer's disease (AD) and frontotemporal dementia, while deleterious TYROBP variants are globally extremely rare and their role in neurodegenerative diseases remains unclear. The population history of Finns has favored the enrichment of deleterious founder mutations, including a 5.2 kb deletion encompassing exons 1-4 of TYROBP and causing NHD in homozygous carriers. We used here a proxy marker to identify monoallelic TYROBP deletion carriers in the Finnish biobank study FinnGen combining genome and health registry data of 520,210 Finns. We show that monoallelic TYROBP deletion associates with an increased risk and earlier onset age of AD and dementia when compared to noncarriers. In addition, we present the first reported case of a monoallelic TYROBP deletion carrier with NHD-type bone cysts. Mechanistically, monoallelic TYROBP deletion leads to decreased levels of DAP12 protein (encoded by TYROBP) in myeloid cells. Using transcriptomic and proteomic analyses of human monocyte-derived microglia-like cells, we show that upon lipopolysaccharide stimulation monoallelic TYROBP deletion leads to the upregulation of the inflammatory response and downregulation of the unfolded protein response when compared to cells with two functional copies of TYROBP. Collectively, our findings indicate TYROBP deletion as a novel risk factor for AD and suggest specific pathways for therapeutic targeting.
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Affiliation(s)
- Henna Martiskainen
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland.
| | | | - Päivi Harju
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
| | - Sami Heikkinen
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
| | - Mette Heiskanen
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
| | - Stephan A Müller
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Neuroproteomics, School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Rosa Sinisalo
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
| | - Mari Takalo
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
| | - Petra Mäkinen
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
| | - Teemu Kuulasmaa
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
| | - Viivi Pekkala
- A. I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland
| | - Ana Galván Del Rey
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
| | | | - Heli Jeskanen
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
| | - Inka Kervinen
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
| | - Kirsi Saastamoinen
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
| | - Marja Niiranen
- Neuro Center - Neurology, Kuopio University Hospital, Kuopio, Finland
| | - Sami V Heikkinen
- Institute of Clinical Medicine - Neurology, University of Eastern Finland, Kuopio, Finland
| | - Mitja I Kurki
- Institute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Science (Hilife), University of Helsinki, Helsinki, Finland
- Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
| | - Jarkko Marttila
- Department of Clinical Radiology, Imaging Center, Kuopio University Hospital, Kuopio, Finland
| | - Petri I Mäkinen
- A. I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland
| | - Hannah Rostalski
- A. I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland
| | - Tomi Hietanen
- A. I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland
| | - Tiia Ngandu
- Department of Public Health, Finnish Institute for Health and Welfare, Helsinki, Finland
- Division of Clinical Geriatrics, Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
| | - Jenni Lehtisalo
- Institute of Clinical Medicine - Neurology, University of Eastern Finland, Kuopio, Finland
- Department of Public Health, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Céline Bellenguez
- LabEx DISTALZ - U1167-RID-AGE Facteurs de Risque Et Déterminants Moléculaires Des Maladies Liées Au Vieillissement, Université de Lille, Inserm, CHU Lille, Institut Pasteur de Lille, Lille, France
| | - Jean-Charles Lambert
- LabEx DISTALZ - U1167-RID-AGE Facteurs de Risque Et Déterminants Moléculaires Des Maladies Liées Au Vieillissement, Université de Lille, Inserm, CHU Lille, Institut Pasteur de Lille, Lille, France
| | - Christian Haass
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Metabolic Biochemistry, Faculty of Medicine, Biomedical Centre (BMC), Ludwig-Maximilian University of Munich, Munich, Germany
- Munich Cluster for Systems Neurology (Synergy), Munich, Germany
| | - Juha Rinne
- Turku PET Centre, Turku University Hospital, Turku, Finland
- InFLAMES Research Flagship Center, University of Turku, Turku, Finland
| | - Juhana Hakumäki
- Department of Clinical Radiology, Imaging Center, Kuopio University Hospital, Kuopio, Finland
- Unit of Radiology, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
| | - Tuomas Rauramaa
- Department of Clinical Pathology, Kuopio University Hospital, Kuopio, Finland
- Unit of Pathology, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
| | - Johanna Krüger
- Research Unit of Clinical Medicine, Neurology, University of Oulu, Oulu, Finland
- Medical Research Center, Oulu University Hospital, Oulu, Finland
- Neurocenter, Neurology, Oulu University Hospital, Oulu, Finland
| | - Hilkka Soininen
- Institute of Clinical Medicine - Neurology, University of Eastern Finland, Kuopio, Finland
| | - Annakaisa Haapasalo
- A. I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland
| | - Stefan F Lichtenthaler
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Neuroproteomics, School of Medicine and Health, Technical University of Munich, Munich, Germany
- Munich Cluster for Systems Neurology (Synergy), Munich, Germany
| | - Ville Leinonen
- Department of Neurosurgery, Kuopio University Hospital, Kuopio, Finland
- Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
| | - Eino Solje
- Neuro Center - Neurology, Kuopio University Hospital, Kuopio, Finland
- Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
| | - Mikko Hiltunen
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland.
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3
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Pang RK, Shi J, Peng XY, Su S, Zheng JY, Le K, Keng VW, Zhang SJ, Li XX. Huang-Lian-Jie-Du decoction alleviates cognitive deficits in Alzheimer's disease model 5xFAD mice by inhibiting Trem2/Dap12 signaling pathway. Chin Med 2025; 20:50. [PMID: 40234956 PMCID: PMC11998141 DOI: 10.1186/s13020-025-01098-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2024] [Accepted: 03/21/2025] [Indexed: 04/17/2025] Open
Abstract
BACKGROUND Alzheimer's disease (AD) is a progressive neurodegenerative disorder predominantly affecting the elderly population. It is characterized by cognitive deficits associated with the accumulation of amyloid-beta plaques and neurofibrillary tangles. Huang-Lian-Jie-Du (HLJD) decoction, recognized as a representative formulation with heat-clearing and detoxification effects, has been demonstrated to be effective in treating AD. However, the underlying mechanisms require further investigation. METHODS 5xFAD mice were administrated low and high doses of HLJD. The Morris water maze test was conducted to assess the effects of HLJD. Aβ42 and total tau protein levels were evaluated. Additionally, network pharmacology analysis was performed to identify therapeutic targets of HLJD's active components and their relevance to AD. ELISA, qPCR, Western Blot, and immunofluorescence assays were employed to confirm the identified pathways. Finally, primary microglia isolated from 5xFAD mice were used to validate the candidate targets of HLJD. RESULTS HLJD improved cognitive deficits in 5xFAD mice and reduced amyloid plaque deposition and tau protein levels. Network pharmacology analysis indicated that HLJD influences the neuroinflammatory response, particularly through the Dap12 signaling pathway. This was confirmed by reduced levels of neuroinflammation markers, including TNF-α, IL-1β, IL-6, and indicators of microglial activation and polarization. The expression of Trem2 and Dap12 in the hippocampus (HIP) of 5xFAD mice, as well as in the isolated primary microglia, were downregulated following HLJD treatment. CONCLUSION Our study indicates that HLJD alleviates cognitive deficits in AD by suppressing the Trem2/Dap12 signaling pathway in the HIP of 5xFAD mice, thereby inhibiting microglial neuroinflammation.
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Affiliation(s)
- Rui-Kang Pang
- State Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510405, China
- Department of Neurology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510000, China
- Department of Neurology, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, 510000, China
| | - Jia Shi
- State Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510405, China
- Department of Neurology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510000, China
- Department of Neurology, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, 510000, China
| | - Xiang-Yu Peng
- State Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510405, China
- Department of Neurology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510000, China
- Department of Neurology, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, 510000, China
| | - Shan Su
- State Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510405, China
- Department of Neurology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510000, China
- Department of Neurology, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, 510000, China
| | - Jia-Yi Zheng
- State Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510405, China
- Department of Neurology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510000, China
- Department of Neurology, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, 510000, China
| | - Kai Le
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanchang University, No.17 Yongwaizheng Street, Nanchang, 330006, Jiangxi, China
- Department of Rehabilitation Sciences, Faculty of Health and Social Sciences, Hong Kong Polytechnic University, 11 Yuk Choi Rd, Hong Kong, SAR, China
| | - Vincent W Keng
- Department of Applied Biology and Chemical Technology, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China.
- State Key Laboratory of Chemical Biology and Drug Discovery, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China.
- State Key Laboratory of Chinese Medicine and Molecular Pharmacology (Incubation), The Hong Kong Polytechnic University Shenzhen Research Institute, Shenzhen, 518000, China.
| | - Shi-Jie Zhang
- State Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510405, China.
- Department of Neurology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510000, China.
- Department of Neurology, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, 510000, China.
| | - Xiao-Xiao Li
- College of Life Science, Zhuhai College of Science and Technology, Zhuhai, China.
- Research Center for Chinese Medicine Innovation, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, 999077, China.
- Department of Food Science and Nutrition, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China.
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4
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Xiao X, Guan Y, Mo H, Lv K, Chen J, Xie J, Meng Q, Liu J, Lu Y, Gao F, Chen Q. Novel insights into Cntnap4 in Alzheimer's disease: Intestinal flora interaction. Int J Biol Macromol 2025; 285:138508. [PMID: 39647729 DOI: 10.1016/j.ijbiomac.2024.138508] [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: 06/22/2024] [Revised: 12/04/2024] [Accepted: 12/05/2024] [Indexed: 12/10/2024]
Abstract
Alzheimer's disease (AD) is a neurodegenerative disorder with unclear etiology. This study employs single-cell RNA sequencing (scRNA-seq), high-throughput transcriptome sequencing, 16s rRNA sequencing, and animal experiments to investigate the role of the contactin-associated protein like-4 (Cntnap4) gene in AD and its interaction with intestinal flora. We found that Cntnap4 deficiency in AD mice led to increased Tau protein phosphorylation, amyloid-beta plaque accumulation, and neuronal loss. Astrocytes in Cntnap4-/- mice showed impaired amyloid-beta processing. 16 s rRNA sequencing revealed distinct intestinal flora compositions between Cntnap4-/- and control mice, indicating a potential link between gut microbiota and AD progression. Notably, GABA supplementation improved cognitive impairment, restored synaptic currents, reduced amyloid-beta plaques, and increased neuronal counts. This study highlights Cntnap4's critical role in AD and suggests gut-brain axis involvement, offering novel insights for potential therapeutic strategies.
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Affiliation(s)
- Xiaodan Xiao
- Dongguan Key Laboratory of Stem Cell and Regenerative Tissue Engineering, Guangdong Medical University, Dongguan 523000, China; Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524000, Guangdong, China.
| | - Yanfei Guan
- Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524000, Guangdong, China
| | - Huiyu Mo
- Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524000, Guangdong, China
| | - Kaizhao Lv
- Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524000, Guangdong, China
| | - Jiaxin Chen
- Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524000, Guangdong, China
| | - Jiaxing Xie
- Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524000, Guangdong, China
| | - Qiguang Meng
- Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524000, Guangdong, China
| | - Jianqi Liu
- Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524000, Guangdong, China
| | - Yongkeng Lu
- Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524000, Guangdong, China
| | - Feng Gao
- Dongguan Key Laboratory of Stem Cell and Regenerative Tissue Engineering, Guangdong Medical University, Dongguan 523000, China.
| | - Qingzhuang Chen
- Guangzhou Hospital of Integrated Traditional and Western Medicine, Department of Clinical Pharmacy, Guangzhou 514000, China.
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5
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Zhang Z, Wu M, Yao L, Zhou W, Liu X, Chen Z, Hua P, Xu L, Lv L, Liu C, Huang C, Chen S, Huang Z, Huang Y, He J, Chen T, Wang J, Yuan W, Liu Z, Chen Y. Trem2/Tyrobp Signaling Protects Against Aortic Dissection and Rupture by Inhibiting Macrophage Activation in Mice. Arterioscler Thromb Vasc Biol 2025; 45:119-135. [PMID: 39508103 DOI: 10.1161/atvbaha.124.321429] [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: 06/20/2024] [Accepted: 10/24/2024] [Indexed: 11/08/2024]
Abstract
BACKGROUND The development of aortic dissection (AD) is closely associated with inflammation. The Trem2 (triggering receptor expressed on myeloid cells 2)/Tyrobp (TYRO protein tyrosine kinase-binding protein) signaling pathway critically regulates innate immunity and has emerged as an important target in cardiovascular diseases; however, its role in AD remains unclear. METHODS Transcriptome data from human and mouse ADs were used to perform differentially expressed gene-based protein-protein interaction network analyses. Tyrobp knockout (Tyrobp-/-), myeloid cell-specific Tyrobp-/- (Tyrobpfl/fl Lyz2cre), and Trem2 knockout (Trem2-/-) mice were given β-aminopropionitrile monofumarate in drinking water to induce AD. To dissect the role of macrophages in Tyrobp deficiency-mediated AD progression, macrophages were depleted using clodronate liposomes. Bulk and single-cell RNA sequencing, immunofluorescence staining, and quantitative real-time polymerase chain reaction were performed to assess inflammation and the underlying mechanisms of Tyrobp in AD. RESULTS Network analysis identified Tyrobp as a hub gene of AD, with elevated levels observed in both human and mouse ADs. Global deletion and myeloid cell-specific deficiency of Tyrobp in mice significantly increased AD incidence and exacerbated extracellular matrix degradation and macrophage infiltration within the aortic wall. Macrophage depletion mitigated the adverse effects of Tyrobp deficiency on AD progression. Additionally, Tyrobp deficiency enhanced TLR (Toll-like receptor)-4 signaling and macrophage activation, which were abrogated by TLR4 inhibitors. Furthermore, deletion of the Tyrobp-associated receptor Trem2 significantly aggravated mouse AD development, whereas Trem2 agonist treatment conferred protection against AD. CONCLUSIONS Our findings suggest a novel role for the Trem2/Tyrobp axis in AD development in mice. Enhancement of Trem2/Tyrobp signaling may represent a promising strategy for the prevention and treatment of AD. Future studies to clarify the role of Trem2/Tyrobp in human AD are warranted.
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Affiliation(s)
- Zenghui Zhang
- Department of Cardiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Medical Research Center, Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation (Z.Z., M.W., L.Y., W.Z., X.L., Z.C., C.L., C.H., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Z.L., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular Disease (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Department of Cardiology, The First Affiliated Hospital of Jinan University, Jinan University, Guangzhou, China (Z.Z.)
| | - Maoxiong Wu
- Department of Cardiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Medical Research Center, Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation (Z.Z., M.W., L.Y., W.Z., X.L., Z.C., C.L., C.H., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Z.L., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular Disease (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Lei Yao
- Medical Research Center, Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation (Z.Z., M.W., L.Y., W.Z., X.L., Z.C., C.L., C.H., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Z.L., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Weibin Zhou
- Department of Cardiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Medical Research Center, Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation (Z.Z., M.W., L.Y., W.Z., X.L., Z.C., C.L., C.H., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Z.L., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular Disease (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Xiao Liu
- Department of Cardiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Medical Research Center, Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation (Z.Z., M.W., L.Y., W.Z., X.L., Z.C., C.L., C.H., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Z.L., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular Disease (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Zhiteng Chen
- Department of Cardiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Medical Research Center, Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation (Z.Z., M.W., L.Y., W.Z., X.L., Z.C., C.L., C.H., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Z.L., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular Disease (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Ping Hua
- Department of Cardio-Vascular Surgery (P.H.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Leibo Xu
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Department of Biliary-Pancreatic Surgery (L.X.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Lei Lv
- Department of Cardiac and Vascular Surgery, The First Affiliated Hospital of Kunming Medical University, Kunming Medical University, Yunnan, China (L.L.)
| | - Chiyu Liu
- Department of Cardiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Medical Research Center, Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation (Z.Z., M.W., L.Y., W.Z., X.L., Z.C., C.L., C.H., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Z.L., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular Disease (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Chunling Huang
- Medical Research Center, Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation (Z.Z., M.W., L.Y., W.Z., X.L., Z.C., C.L., C.H., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Z.L., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Sixu Chen
- Department of Cardiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Medical Research Center, Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation (Z.Z., M.W., L.Y., W.Z., X.L., Z.C., C.L., C.H., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Z.L., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular Disease (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Zhaoqi Huang
- Department of Cardiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Medical Research Center, Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation (Z.Z., M.W., L.Y., W.Z., X.L., Z.C., C.L., C.H., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Z.L., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular Disease (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yuna Huang
- Department of Cardiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Medical Research Center, Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation (Z.Z., M.W., L.Y., W.Z., X.L., Z.C., C.L., C.H., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Z.L., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular Disease (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Jiaqi He
- Department of Cardiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Medical Research Center, Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation (Z.Z., M.W., L.Y., W.Z., X.L., Z.C., C.L., C.H., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Z.L., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular Disease (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Tingfeng Chen
- Department of Cardiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Medical Research Center, Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation (Z.Z., M.W., L.Y., W.Z., X.L., Z.C., C.L., C.H., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Z.L., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular Disease (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Jingfeng Wang
- Department of Cardiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Medical Research Center, Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation (Z.Z., M.W., L.Y., W.Z., X.L., Z.C., C.L., C.H., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Z.L., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular Disease (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Woliang Yuan
- Department of Cardiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Medical Research Center, Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation (Z.Z., M.W., L.Y., W.Z., X.L., Z.C., C.L., C.H., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Z.L., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular Disease (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Zhaoyu Liu
- Medical Research Center, Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation (Z.Z., M.W., L.Y., W.Z., X.L., Z.C., C.L., C.H., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Z.L., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yangxin Chen
- Department of Cardiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Medical Research Center, Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation (Z.Z., M.W., L.Y., W.Z., X.L., Z.C., C.L., C.H., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Z.L., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular Disease (Z.Z., M.W., W.Z., X.L., Z.C., C.L., S.C., Z.H., Y.H., J.H., T.C., J.W., W.Y., Y.C.), Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
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Xie B, Pang S, Xie Y, Tan Q, Li S, Jili M, Huang Y, Zhao B, Yuan H, Mi J, Chen X, Ruan L, Chen H, Li X, Hu B, Huang J, Yang R, Li W. Urinary TYROBP and HCK as genetic biomarkers for non-invasive diagnosis and therapeutic targeting in IgA nephropathy. Front Genet 2024; 15:1516513. [PMID: 39777260 PMCID: PMC11703869 DOI: 10.3389/fgene.2024.1516513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Accepted: 12/03/2024] [Indexed: 01/11/2025] Open
Abstract
Background IgA nephropathy (IgAN) is a leading cause of renal failure, but its pathogenesis remains unclear, complicating diagnosis and treatment. The invasive nature of renal biopsy highlights the need for non-invasive diagnostic biomarkers. Bulk RNA sequencing (RNA-seq) of urine offers a promising approach for identifying molecular changes relevant to IgAN. Methods We performed bulk RNA-seq on 53 urine samples from 11 untreated IgAN patients and 11 healthy controls, integrating these data with public renal RNA-seq, microarray, and scRNA-seq datasets. Machine learning was used to identify key differentially expressed genes, with protein expression validated by immunohistochemistry (IHC) and drug-target interactions explored via molecular docking. Results Urine RNA-seq analysis revealed differential expression profiles, from which TYROBP and HCK were identified as key biomarkers using machine learning. These biomarkers were validated in both a test cohort and an external validation cohort, demonstrating strong predictive accuracy. scRNA-seq confirmed their cell-specific expression patterns, correlating with renal function metrics such as GFR and serum creatinine. IHC further validated protein expression, and molecular docking suggested potential therapeutic interactions with IgAN treatments. Conclusion TYROBP and HCK are promising non-invasive urinary biomarkers for IgAN. Their predictive accuracy, validated through machine learning, along with IHC confirmation and molecular docking insights, supports their potential for both diagnostic and therapeutic applications in IgAN.
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Affiliation(s)
- Boji Xie
- Department of Nephrology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Shuting Pang
- Department of Nephrology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Yuli Xie
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Center for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, University Engineering Research Center of Digital Medicine and Healthcare, Guangxi Medical University, Nanning, Guangxi, China
- Department of Immunology, School of Basic Medical Sciences, Guangxi Medical University, Nanning, Guangxi, China
| | - Qiuyan Tan
- Department of Nephrology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Shanshan Li
- Department of Nephrology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Mujia Jili
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Center for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, University Engineering Research Center of Digital Medicine and Healthcare, Guangxi Medical University, Nanning, Guangxi, China
- Department of Immunology, School of Basic Medical Sciences, Guangxi Medical University, Nanning, Guangxi, China
| | - Yian Huang
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Center for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, University Engineering Research Center of Digital Medicine and Healthcare, Guangxi Medical University, Nanning, Guangxi, China
- Department of Immunology, School of Basic Medical Sciences, Guangxi Medical University, Nanning, Guangxi, China
| | - Binran Zhao
- Department of Nephrology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Hao Yuan
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Center for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, University Engineering Research Center of Digital Medicine and Healthcare, Guangxi Medical University, Nanning, Guangxi, China
- Department of Immunology, School of Basic Medical Sciences, Guangxi Medical University, Nanning, Guangxi, China
| | - Junhao Mi
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Center for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, University Engineering Research Center of Digital Medicine and Healthcare, Guangxi Medical University, Nanning, Guangxi, China
- Department of Immunology, School of Basic Medical Sciences, Guangxi Medical University, Nanning, Guangxi, China
- Medical Laboratory Department, Liuzhou Maternity and Child Healthcare Hospital, Liuzhou, China
| | - Xuesong Chen
- Department of Nephrology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Liangping Ruan
- Department of Nephrology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Hong Chen
- Department of Nephrology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Xiaolai Li
- Department of Nephrology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Boning Hu
- Department of Nephrology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Jing Huang
- Department of Nephrology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Rirong Yang
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Center for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, University Engineering Research Center of Digital Medicine and Healthcare, Guangxi Medical University, Nanning, Guangxi, China
- Department of Immunology, School of Basic Medical Sciences, Guangxi Medical University, Nanning, Guangxi, China
| | - Wei Li
- Department of Nephrology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
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Yang Y, Wu J, Jia L, Feng S, Qi Z, Yu H, Wu Y, Wang S. Berberine modulates microglial polarization by activating TYROBP in Alzheimer's disease. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2024; 135:156237. [PMID: 39566407 DOI: 10.1016/j.phymed.2024.156237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 10/29/2024] [Accepted: 11/07/2024] [Indexed: 11/22/2024]
Abstract
BACKGROUND Characterized by β-amyloid (Aβ) plaques, neurofibrillary tangles, and aberrant neuroinflammation in the brain, Alzheimer's disease (AD) is the most common neurodegenerative disease. Microglial polarization is a subtle mechanism which maintains immunological homeostasis and has emerged as a putative therapeutic to combat AD. Berberine (BBR) is a natural alkaloid compound with multiple pharmacological effects, and has shown considerable therapeutic potential against inflammatory disorders. However, BBR functions and underlying mechanisms in neuroinflammation remain unclear. PURPOSE To examine BBR pharmacological effects and mechanisms in neuroinflammation with a view to treating AD. METHODS BBR effects on cognitive performance in 5 × FAD mice were assessed using open field, Y-maze, and Morris Water Maze (MWM) tests. Neuroinflammation-related markers and Aβ pathology were examined in brain sections from mice. Transcriptomic analyses of hippocampus tissues were also conducted. Microglial BV2 cells were also used to verify potential BBR mechanisms in neuroinflammation and microglial polarization. RESULTS BBR improved cognitive performance, reduced amyloid pathology, and alleviated aberrant neuroinflammation in an AD mouse model. BBR induced microglial polarization to an M2-like phenotype, which was manifested by lowered and elevated proinflammatory and anti-inflammatory cytokine production, respectively, improved microglial uptake and Aβ clearance. Mechanistically, BBR directly interacted with TYROBP and promoted its activation by stabilizing TYROBP oligomerization. TYROBP knockdown aggravated M1-like polarization and pro-inflammatory gene expression in microglial cells in the presence of lipopolysaccharide (LPS)+Aβ, while blocked microglial M2-like polarization benefited from BBR administration. CONCLUSIONS BBR modulated neuroinflammation by regulating microglial polarization via TYROBP activation. Our study provided new insight into BBR pharmacological actions in regulating microglial homeostasis and combating AD.
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Affiliation(s)
- Yu Yang
- Shandong Key Laboratory of Psychiatric and Behavioral Medicine, School of Mental Health, Jining Medical University, Jining, 272013, Shandong, China; Shandong Collaborative Innovation Center for Diagnosis, Treatment and Behavioral Interventions of Mental Disorders, Jining Medical University, Jining, 272013, Shandong, China
| | - Jiwen Wu
- Shandong Key Laboratory of Psychiatric and Behavioral Medicine, School of Mental Health, Jining Medical University, Jining, 272013, Shandong, China; Shandong Collaborative Innovation Center for Diagnosis, Treatment and Behavioral Interventions of Mental Disorders, Jining Medical University, Jining, 272013, Shandong, China
| | - Luping Jia
- Shandong Key Laboratory of Psychiatric and Behavioral Medicine, School of Mental Health, Jining Medical University, Jining, 272013, Shandong, China; Shandong Collaborative Innovation Center for Diagnosis, Treatment and Behavioral Interventions of Mental Disorders, Jining Medical University, Jining, 272013, Shandong, China
| | - Shicheng Feng
- Shandong Key Laboratory of Psychiatric and Behavioral Medicine, School of Mental Health, Jining Medical University, Jining, 272013, Shandong, China; Shandong Collaborative Innovation Center for Diagnosis, Treatment and Behavioral Interventions of Mental Disorders, Jining Medical University, Jining, 272013, Shandong, China
| | - Zihan Qi
- Shandong Key Laboratory of Psychiatric and Behavioral Medicine, School of Mental Health, Jining Medical University, Jining, 272013, Shandong, China; Shandong Collaborative Innovation Center for Diagnosis, Treatment and Behavioral Interventions of Mental Disorders, Jining Medical University, Jining, 272013, Shandong, China
| | - Hao Yu
- Shandong Key Laboratory of Psychiatric and Behavioral Medicine, School of Mental Health, Jining Medical University, Jining, 272013, Shandong, China; Shandong Collaborative Innovation Center for Diagnosis, Treatment and Behavioral Interventions of Mental Disorders, Jining Medical University, Jining, 272013, Shandong, China
| | - Yili Wu
- Key Laboratory of Alzheimer's Disease of Zhejiang Province, Wenzhou Key Laboratory of Basic and Translational Research for Mental Disorders, Zhejiang Provincial Clinical Research Center for Mental Health, School of Mental Health, Institute of Aging, Wenzhou Medical University, Wenzhou, 325000, China; Oujiang Laboratory, Zhejiang Lab for Regenerative Medicine, Vision and Brain Health, Wenzhou, 325000, China.
| | - Shuai Wang
- Shandong Key Laboratory of Psychiatric and Behavioral Medicine, School of Mental Health, Jining Medical University, Jining, 272013, Shandong, China; Shandong Collaborative Innovation Center for Diagnosis, Treatment and Behavioral Interventions of Mental Disorders, Jining Medical University, Jining, 272013, Shandong, China.
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Zheng JY, Pang RK, Ye JH, Su S, Shi J, Qiu YH, Pan HF, Zheng RY, Hu XR, Deng QW, Li XX, Cai YF, Zhang SJ. Huang-Lian-Jie-Du decoction alleviates cognitive impairment in high-fat diet-induced obese mice via Trem2/Dap12/Syk pathway. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2024; 135:156248. [PMID: 39556986 DOI: 10.1016/j.phymed.2024.156248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 07/28/2024] [Accepted: 11/09/2024] [Indexed: 11/20/2024]
Abstract
BACKGROUND Cognitive impairment induced by a high-fat diet (HFD) is common, but its mechanism is largely unknown. Huang-Lian-Jie-Du (HLJD) decoction is a classical and powerful prescription in China. It consists of four medicinal plants and is widely used in traditional Chinese medicines (TCM). Studies have shown that HLJD decoction is effective in treating obesity, depression, and so on. However, the therapeutic mechanism of HLJD is still poorly understood. PURPOSE Our study aimed to explore whether inflammatory factors and Trem2/Dap12/Syk pathway are involved in this process and whether HLJD treatment can repair cognitive impairment in HFD-induced obesity. METHODS To obtain the obese mice, male mice were treated with HFD (60 Kcal% fat) for 16 weeks. After an additional eight weeks, HLJD decoction was administered orally at doses of 4 and 8 g/kg daily for eight weeks. The mice were then subjected to four behavior tests. Aβ42, total Tau, inflammatory-related, and microglial dysregulation-related markers expression were measured. Molecular docking analysis was also conducted to predict the interaction of the chemical constituents of HLJD with human TREM2, DAP12, and SYK. HLJD at doses of 12.5, 25, and 50 µg/mL or limonin at concentrations of 12.5, 25, and 50 µM were used to treat BV2 cells for 24 h. CCK8 assay and Trem2, Dap12, Syk, and p-Syk expression were measured. RESULTS Our study revealed that cognitive impairment was evident in mice treated with HFD, indicating the impact of obesity on cognitive function. The expression of Aβ42 and total Tau in the hippocampus (HIP) was significantly higher in obese (HFD-V) mice compared to normal control (NC-V) mice. The Il6, Il1b, and Il10 mRNA expression levels were also markedly increased in the HIP of obese mice. Furthermore, Trem2, Dap12, p-Syk, and Iba1 expression were elevated in the HIP of obese mice. Importantly, HLJD treatment was found to repair cognitive impairment and lower the protein expression of Aβ42, Tau, Trem2, Dap12, p-Syk, and the expression of Il6, Il1b, and Il10 mRNA in HIP of HFD-V mice. The increased expression of Trem2, Dap12, p-Syk, and Iba1 in HIP after HFD consumption could be reduced after receiving HLJD decoction. The compound Limonin showed a well-predicted binding energy with TREM2, DAP12, and SYK. BV2 cells with HLJD or limonin detected the mRNA expressions of Trem2/Dap12. HLJD at 25 and 50 µg/mL decreased Trem2, Dap12, and p-Syk protein levels in BV2 cells. CONCLUSION These results reveal that HLJD treatment could alleviate cognitive impairment in HFD-induced obese mice by controlling the activation of the Trem2/Dap12 pathway and reducing Syk phosphorylation in HIP microglia. HLJD and limonin suppressed Trem2/Dap12/Syk signaling pathway in BV2 cells. HLJD therapy might represent a novel treatment for patients with cognitive impairment induced by obesity.
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Affiliation(s)
- Jia-Yi Zheng
- State Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, China; Department of Neurology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510000, China; Department of Neurology, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, 510000, China; Research Center for Chinese Medicine Innovation, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, 999077, China; Department of Applied Biology and Chemical Technology, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, 999077, China
| | - Rui-Kang Pang
- State Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, China; Department of Neurology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510000, China; Department of Neurology, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, 510000, China
| | - Jiang-Hong Ye
- Department of Anesthesiology, Pharmacology, Physiology & Neuroscience, Rutgers, The State University of New Jersey, New Jersey Medical School, Newark, NJ 07103, USA
| | - Shan Su
- College of Basic Medicine, Guangzhou University of Chinese Medicine, Guangzhou, 510006, China
| | - Jia Shi
- College of Basic Medicine, Guangzhou University of Chinese Medicine, Guangzhou, 510006, China
| | - Yu-Hui Qiu
- State Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, China; Department of Neurology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510000, China; Department of Neurology, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, 510000, China
| | - Hua-Feng Pan
- Science and Technology Innovation Center, Guangzhou University of Chinese Medicine, Guangzhou, 510000, China; Jiangsu Collaborative Innovation Center of Traditional Chinese Medicine in Prevention and Treatment of Tumor, Nanjing University of Chinese Medicine, Nanjing, Jiangsu Province, 210023, China
| | - Ru-Yu Zheng
- Department of Applied Biology and Chemical Technology, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, 999077, China
| | - Xin-Rui Hu
- Department of Applied Biology and Chemical Technology, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, 999077, China
| | - Qi-Wen Deng
- Department of Applied Biology and Chemical Technology, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, 999077, China
| | - Xiao-Xiao Li
- Research Center for Chinese Medicine Innovation, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, 999077, China; State Key Laboratory of Chinese Medicine and Molecular Pharmacology (Incubation), The Hong Kong Polytechnic University Shenzhen Research Institute, Shenzhen, 518000, China.
| | - Ye-Feng Cai
- State Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, China; Department of Neurology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510000, China; Department of Neurology, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, 510000, China.
| | - Shi-Jie Zhang
- State Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, China; Department of Neurology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510000, China; Department of Neurology, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, 510000, China.
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9
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Zou C, Cai R, Li Y, Xue Y, Zhang G, Alitongbieke G, Pan Y, Zhang S. β-chitosan attenuates hepatic macrophage-driven inflammation and reverses aging-related cognitive impairment. iScience 2024; 27:110766. [PMID: 39280626 PMCID: PMC11401205 DOI: 10.1016/j.isci.2024.110766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Revised: 07/13/2024] [Accepted: 08/15/2024] [Indexed: 09/18/2024] Open
Abstract
Recently, increasing evidence has shown the association between liver abnormal inflammation and cognition impairment, yet their age-related pathogenesis remains obscure. Here, our study provides a potential mechanistic link between liver macrophage excessive activation and neuroinflammation in aging progression. In aged and LPS-injected C57BL/6J mice, systemic administration of β-chitosan ameliorates hepatic macrophage-driven inflammation and reduces peripheral accumulations of TNF-α and IL-1β. Downregulation of circulatory pro-inflammatory cytokines then decreases vascular VCAM1 expression and neuroinflammation in the hippocampus, leading to cognitive improvement in aged/LPS-stimulated mice. Interestingly, β-chitosan treatment also exhibits the beneficial effects on the behavioral recovery of aged/LPS-stimulated zebrafish and Caenorhabditis elegans. In our cell culture and molecular docking experiments, we found that β-chitosan prefers shielding the MD-2 pocket, thus blocking the activation of TLR4-MD-2 complex to suppress NF-κB signaling pathway activation. Together, our findings highlight the extensive therapeutic potential of β-chitosan in reversing aged-related/LPS-induced cognitive impairment via the liver-brain axis.
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Affiliation(s)
- Chenming Zou
- The Engineering Technological Center of Mushroom Industry, Minnan Normal University, Zhangzhou 363000, China
- Fujian Fungal Active Substance Engineering Technology Center, Zhangzhou 363000, China
| | - Ruihua Cai
- The Engineering Technological Center of Mushroom Industry, Minnan Normal University, Zhangzhou 363000, China
- Fujian Fungal Active Substance Engineering Technology Center, Zhangzhou 363000, China
| | - Yunbing Li
- The Engineering Technological Center of Mushroom Industry, Minnan Normal University, Zhangzhou 363000, China
- Fujian Fungal Active Substance Engineering Technology Center, Zhangzhou 363000, China
| | - Yu Xue
- The Engineering Technological Center of Mushroom Industry, Minnan Normal University, Zhangzhou 363000, China
- Fujian Fungal Active Substance Engineering Technology Center, Zhangzhou 363000, China
| | - Guoguang Zhang
- School of Biological Science and Biotechnology, Minnan Normal University, Zhangzhou 363000, China
| | - Gulimiran Alitongbieke
- The Engineering Technological Center of Mushroom Industry, Minnan Normal University, Zhangzhou 363000, China
- Fujian Fungal Active Substance Engineering Technology Center, Zhangzhou 363000, China
| | - Yutian Pan
- The Engineering Technological Center of Mushroom Industry, Minnan Normal University, Zhangzhou 363000, China
- Fujian Fungal Active Substance Engineering Technology Center, Zhangzhou 363000, China
| | - Sanguo Zhang
- The Engineering Technological Center of Mushroom Industry, Minnan Normal University, Zhangzhou 363000, China
- Fujian Fungal Active Substance Engineering Technology Center, Zhangzhou 363000, China
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10
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Fang Y, Chen J, Wang H, Wang S, Chang M, Chen Q, Shi Q, Xian L, Feng M, Hu B, Wang R. Integrating large-scale single-cell RNA sequencing in central nervous system disease using self-supervised contrastive learning. Commun Biol 2024; 7:1107. [PMID: 39251817 PMCID: PMC11383967 DOI: 10.1038/s42003-024-06813-2] [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: 12/14/2023] [Accepted: 08/30/2024] [Indexed: 09/11/2024] Open
Abstract
The central nervous system (CNS) comprises a diverse range of brain cell types with distinct functions and gene expression profiles. Although single-cell RNA sequencing (scRNA-seq) provides new insights into the brain cell atlases, integrating large-scale CNS scRNA-seq data still encounters challenges due to the complexity and heterogeneity among CNS cell types/subtypes. In this study, we introduce a self-supervised contrastive learning method, called scCM, for integrating large-scale CNS scRNA-seq data. scCM brings functionally related cells close together while simultaneously pushing apart dissimilar cells by comparing the variations of gene expression, effectively revealing the heterogeneous relationships within the CNS cell types/subtypes. The effectiveness of scCM is evaluated on 20 CNS datasets covering 4 species and 10 CNS diseases. Leveraging these strengths, we successfully integrate the collected human CNS datasets into a large-scale reference to annotate cell types and subtypes in neural tissues. Results demonstrate that scCM provides an accurate annotation, along with rich spatial information of cell state. In summary, scCM is a robust and promising method for integrating large-scale CNS scRNA-seq data, enabling researchers to gain insights into the cellular and molecular mechanisms underlying CNS functions and diseases.
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Affiliation(s)
- Yi Fang
- Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Junjie Chen
- School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Guangdong, China
| | - He Wang
- Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Neurospine center, China International Neuroscience Institute, Beijing, China
| | - Shousen Wang
- Department of Neurosurgery, 900th Hospital, Fuzong Clinical Medical College of Fujian Medical University, Fuzhou, Fujian, China
| | - Mengqi Chang
- Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Qingcai Chen
- School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Guangdong, China
| | - Qinglei Shi
- Chinese University of Hong Kong (Shenzhen) School of Medicine, People's Republic of China, Shenzhen, Guangdong, China
| | - Liang Xian
- Department of Neurosurgery, 900th Hospital, Fuzong Clinical Medical College of Fujian Medical University, Fuzhou, Fujian, China
| | - Ming Feng
- Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Baotian Hu
- School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Guangdong, China.
| | - Renzhi Wang
- Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
- Chinese University of Hong Kong (Shenzhen) School of Medicine, People's Republic of China, Shenzhen, Guangdong, China.
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11
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Matteoli M. The role of microglial TREM2 in development: A path toward neurodegeneration? Glia 2024; 72:1544-1554. [PMID: 38837837 DOI: 10.1002/glia.24574] [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: 01/20/2024] [Revised: 05/11/2024] [Accepted: 05/21/2024] [Indexed: 06/07/2024]
Abstract
The nervous and the immune systems undergo a continuous cross talk, starting from early development and continuing throughout adulthood and aging. Defects in this cross talk contribute to neurodevelopmental and neurodegenerative diseases. Microglia are the resident immune cells in the brain that are primarily involved in this bidirectional communication. Among the microglial genes, trem2 is a key player, controlling the functional state of microglia and being at the forefront of many processes that require interaction between microglia and other brain components, such as neurons and oligodendrocytes. The present review focuses on the early developmental window, describing the early brain processes in which TREM2 is primarily involved, including the modulation of synapse formation and elimination, the control of neuronal bioenergetic states as well as the contribution to myelination processes and neuronal circuit formation. By causing imbalances during these early maturation phases, dysfunctional TREM2 may have a striking impact on the adult brain, making it a more sensitive target for insults occurring during adulthood and aging.
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Affiliation(s)
- Michela Matteoli
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- Neuro Center, IRCCS Humanitas Research Hospital, Milan, Italy
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12
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Du S, Drieu A, Cheng Y, Storck SE, Rustenhoven J, Mamuladze T, Bhattarai B, Brioschi S, Nguyen K, Ou F, Cao J, Rodrigues PF, Smirnov I, DeNardo D, Ginhoux F, Cella M, Colonna M, Kipnis J. Brain-Engrafted Monocyte-derived Macrophages from Blood and Skull-Bone Marrow Exhibit Distinct Identities from Microglia. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.08.606900. [PMID: 39211090 PMCID: PMC11361186 DOI: 10.1101/2024.08.08.606900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
Microglia are thought to originate exclusively from primitive macrophage progenitors in the yolk sac (YS) and to persist throughout life without much contribution from definitive hematopoiesis. Here, using lineage tracing, pharmacological manipulation, and RNA-sequencing, we elucidated the presence and characteristics of monocyte-derived macrophages (MDMs) in the brain parenchyma at baseline and during microglia repopulation, and defined the core transcriptional signatures of brain-engrafted MDMs. Lineage tracing mouse models revealed that MDMs transiently express CD206 during brain engraftment as CD206 + microglia precursors in the YS. We found that brain-engrafted MDMs exhibit transcriptional and epigenetic characteristics akin to meningeal macrophages, likely due to environmental imprinting within the meningeal space. Utilizing parabiosis and skull transplantation, we demonstrated that monocytes from both peripheral blood and skull bone marrow can repopulate microglia-depleted brains. Our results reveal the heterogeneous origins and cellular dynamics of brain parenchymal macrophages at baseline and in models of microglia depletion.
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13
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Shang G, Shao Q, Lv K, Xu W, Ji J, Fan S, Kang X, Cheng F, Wang X, Wang Q. Hypercholesterolemia and the Increased Risk of Vascular Dementia: a Cholesterol Perspective. Curr Atheroscler Rep 2024; 26:435-449. [PMID: 38814418 DOI: 10.1007/s11883-024-01217-3] [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] [Accepted: 05/17/2024] [Indexed: 05/31/2024]
Abstract
PURPOSE OF REVIEW Vascular dementia (VaD) is the second most prevalent type of dementia after Alzheimer's disease.Hypercholesterolemia may increase the risk of dementia, but the association between cholesterol and cognitive function is very complex. From the perspective of peripheral and brain cholesterol, we review the relationship between hypercholesterolemia and increased risk of VaD and how the use of lipid-lowering therapies affects cognition. RECENT FINDINGS Epidemiologic studies show since 1980, non-HDL-C levels of individuals has increased rapidly in Asian countries.The study has suggested that vascular risk factors increase the risk of VaD, such as disordered lipid metabolism. Dyslipidemia has been found to interact with chronic cerebral hypoperfusion to promote inflammation resulting in cognitive dysfunction in the brain.Hypercholesterolemia may be a risk factor for VaD. Inflammation could potentially serve as a link between hypercholesterolemia and VaD. Additionally, the potential impact of lipid-lowering therapy on cognitive function is also worth considering. Finding strategies to prevent and treat VaD is critical given the aging of the population to lessen the load on society. Currently, controlling underlying vascular risk factors is considered one of the most effective methods of preventing VaD. Understanding the relationship between abnormal cholesterol levels and VaD, as well as discovering potential serum biomarkers, is important for the early prevention and treatment of VaD.
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Affiliation(s)
- Guojiao Shang
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, No.11 East Beisanhuan Road, Chaoyang District, Beijing, China
| | - Qi Shao
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, No.11 East Beisanhuan Road, Chaoyang District, Beijing, China
| | - Kai Lv
- Department of Geratology, The Third Affiliated Hospital of Beijing University of Traditional Chinese Medicine, No.51 Xiaoguan Street, Andingmenwai, Chaoyang District, Beijing, China
| | - Wenxiu Xu
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, No.11 East Beisanhuan Road, Chaoyang District, Beijing, China
| | - Jing Ji
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, No.11 East Beisanhuan Road, Chaoyang District, Beijing, China
| | - Shuning Fan
- Dongzhimen Hospital of Beijing University of Chinese Medicine, No.5 Haiyuncang, Dongcheng District, Beijing, China
| | - Xiangdong Kang
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, No.11 East Beisanhuan Road, Chaoyang District, Beijing, China
| | - Fafeng Cheng
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, No.11 East Beisanhuan Road, Chaoyang District, Beijing, China.
| | - Xueqian Wang
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, No.11 East Beisanhuan Road, Chaoyang District, Beijing, China.
| | - Qingguo Wang
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, No.11 East Beisanhuan Road, Chaoyang District, Beijing, China.
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14
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Zhou X, Song H, He J, Han W, Li Q. Deciphering microglial activation and neuronal apoptosis post‑traumatic brain injury: The role of TYROBP in inflammation regulation networks. Mol Med Rep 2024; 29:104. [PMID: 38639190 PMCID: PMC11063751 DOI: 10.3892/mmr.2024.13228] [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: 11/30/2023] [Accepted: 02/01/2024] [Indexed: 04/20/2024] Open
Abstract
Traumatic Brain Injury (TBI) represents a significant public health challenge. Recovery from brain injury necessitates the collaborative efforts of various resident neural cells, predominantly microglia. The present study analyzed rat and mouse RNA expression micro‑arrays, high‑throughput RNA sequencing and single‑cell sequencing data sourced from public databases. To construct an inflammation regulation network around TYRO protein tyrosine kinase‑binding protein (TYROBP), to evaluate the role of TYROBP in cell death after TBI. These findings indicate that following TBI, neurons predominantly communicate with one another through the CXC chemokine ligand (CXCL) and CC chemokine ligand (CCL) signaling pathways, employing a paracrine mechanism to activate microglia. These activated microglia intensify the pathological progression of brain injury by releasing factors such as tumor necrosis factor α (TNF‑α), vascular endothelial growth factor and transforming growth factor β via the NF‑κB pathway. Cells co‑culture experiments demonstrated that neurons, impaired by mechanical injury, interact with microglia through non‑contact mechanisms. Activated microglia secrete cytokines, including TNF‑α, CXCL‑8 and CCL2, which trigger an inflammatory response and facilitate neuronal apoptosis. TYROBP gene knockout in microglia was demonstrated to reduce this interaction and reduce neuronal cell apoptosis rates.
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Affiliation(s)
- Xudong Zhou
- The First Clinical College, Shandong University of Traditional Chinese Medicine, Jinan, Shandong 250355, P.R. China
- Emergency Department, Shenzhen University General Hospital, Shenzhen University, Shenzhen, Guangdong 518060, P.R. China
| | - Huiping Song
- The First Clinical College, Shandong University of Traditional Chinese Medicine, Jinan, Shandong 250355, P.R. China
| | - Jingjing He
- The First Clinical College, Shandong University of Traditional Chinese Medicine, Jinan, Shandong 250355, P.R. China
| | - Wei Han
- Emergency Department, Shenzhen University General Hospital, Shenzhen University, Shenzhen, Guangdong 518060, P.R. China
| | - Qin Li
- The First Clinical College, Shandong University of Traditional Chinese Medicine, Jinan, Shandong 250355, P.R. China
- Emergency Department, Shenzhen University General Hospital, Shenzhen University, Shenzhen, Guangdong 518060, P.R. China
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15
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Shippy DC, Oliai SF, Ulland TK. Zinc utilization by microglia in Alzheimer's disease. J Biol Chem 2024; 300:107306. [PMID: 38648940 PMCID: PMC11103939 DOI: 10.1016/j.jbc.2024.107306] [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: 02/18/2024] [Revised: 04/10/2024] [Accepted: 04/15/2024] [Indexed: 04/25/2024] Open
Abstract
Alzheimer's disease (AD) is the most common form of dementia defined by two key pathological characteristics in the brain, amyloid-β (Aβ) plaques and neurofibrillary tangles (NFTs) composed of hyperphosphorylated tau. Microglia, the primary innate immune cells of the central nervous system (CNS), provide neuroprotection through Aβ and tau clearance but may also be neurotoxic by promoting neuroinflammation to exacerbate Aβ and tau pathogenesis in AD. Recent studies have demonstrated the importance of microglial utilization of nutrients and trace metals in controlling their activation and effector functions. Trace metals, such as zinc, have essential roles in brain health and immunity, and zinc dyshomeostasis has been implicated in AD pathogenesis. As a result of these advances, the mechanisms by which zinc homeostasis influences microglial-mediated neuroinflammation in AD is a topic of continuing interest since new strategies to treat AD are needed. Here, we review the roles of zinc in AD, including zinc activation of microglia, the associated neuroinflammatory response, and the application of these findings in new therapeutic strategies.
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Affiliation(s)
- Daniel C Shippy
- Department of Pathology and Laboratory Medicine, School of Medicine and Public Health, University of Wisconsin, Madison, Wisconsin, USA
| | - Sophia F Oliai
- Department of Pathology and Laboratory Medicine, School of Medicine and Public Health, University of Wisconsin, Madison, Wisconsin, USA
| | - Tyler K Ulland
- Department of Pathology and Laboratory Medicine, School of Medicine and Public Health, University of Wisconsin, Madison, Wisconsin, USA; Wisconsin Alzheimer's Disease Research Center, School of Medicine and Public Health, University of Wisconsin, Madison, Wisconsin, USA.
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16
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Li L, He YL, Xu N, Wang XF, Song B, Tang BQ, Lee SMY. A natural small molecule aspidosperma-type alkaloid, hecubine, as a new TREM2 activator for alleviating lipopolysaccharide-induced neuroinflammation in vitro and in vivo. Redox Biol 2024; 70:103057. [PMID: 38325196 PMCID: PMC10863309 DOI: 10.1016/j.redox.2024.103057] [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: 11/22/2023] [Revised: 01/02/2024] [Accepted: 01/23/2024] [Indexed: 02/09/2024] Open
Abstract
Neuroinflammation and oxidative stress play a crucial role in the pathogenesis of neurodegenerative diseases, including Alzheimer's disease. The triggering receptor expressed on myeloid cells 2 (TREM2), highly expressed by microglia in the central nervous system (CNS), can modulate neuroinflammatory responses. Currently, there are no approved drugs specifically targeting TREM2 for CNS diseases. Aspidosperma alkaloids have shown potential as anti-inflammatory and neuroprotective agents. This study aimed to elucidate the potential therapeutic effect of Hecubine, a natural aspidosperma-type alkaloid, as a TREM2 activator in lipopolysaccharide (LPS)-stimulated neuroinflammation in in vitro and in vivo models. In this study, molecular docking and cellular thermal shift assay (CTSA) were employed to investigate the interaction between Hecubine and TREM2. Enzyme-linked immunosorbent assay (ELISA), quantitative PCR, immunofluorescence, Western blotting, and shRNA gene knockdown were used to assess the anti-neuroinflammatory and antioxidant effects of Hecubine in microglial cells and zebrafish. Our results revealed that Hecubine directly interacted with TREM2, leading to its activation. Knockdown of TREM2 mRNA expression significantly abolished the anti-inflammatory and antioxidant effects of Hecubine on LPS-stimulated proinflammatory mediators (NO, TNF-α, IL-6, and IL-1β) and oxidative stress in microglia cells. Furthermore, Hecubine upregulated Nrf2 expression levels while downregulating TLR4 signaling expression levels both in vivo and in vitro. Silencing TREM2 upregulated TLR4 and downregulated Nrf2 signaling pathways, mimicking the effect of Hecubine, further supporting TREM2 as the drug target by which Hecubine inhibits neuroinflammation. In conclusion, this is the first study to identify a small molecule, namely Hecubine directly targeting TREM2 to mediate anti-neuroinflammation and anti-oxidative effects, which serves as a potential therapeutic agent for the treatment of neural inflammation-associated CNS diseases.
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Affiliation(s)
- Lin Li
- State Key Laboratory of Quality Research in Chinese Medicine and Institute of Chinese Medical Sciences, University of Macau, Macau, China
| | - Yu-Lin He
- State Key Laboratory of Quality Research in Chinese Medicine and Institute of Chinese Medical Sciences, University of Macau, Macau, China; Department of Food Science and Nutrition, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, China
| | - Nan Xu
- State Key Laboratory of Quality Research in Chinese Medicine and Institute of Chinese Medical Sciences, University of Macau, Macau, China
| | - Xiu-Fen Wang
- State Key Laboratory of Quality Research in Chinese Medicine and Institute of Chinese Medical Sciences, University of Macau, Macau, China; Department of Medical Science, Shunde Polytechnic, Foshan, 528333, China
| | - Bing Song
- Department of Dermatology, The First Hospital of China Medical University, 110001, Shenyang, China; School of Dentistry, Cardiff University, Heath Park, Cardiff, CF14 4XY, UK; Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Ben-Qin Tang
- Department of Food Science and Nutrition, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, China; Research Centre for Chinese Medicine Innovation, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, China; Department of Medical Science, Shunde Polytechnic, Foshan, 528333, China.
| | - Simon Ming-Yuen Lee
- State Key Laboratory of Quality Research in Chinese Medicine and Institute of Chinese Medical Sciences, University of Macau, Macau, China; Department of Food Science and Nutrition, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, China; Research Centre for Chinese Medicine Innovation, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, China.
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17
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Wang R, Sun H, Cao Y, Zhang Z, Chen Y, Wang X, Liu L, Wu J, Xu H, Wu D, Mu C, Hao Z, Qin S, Ren H, Han J, Fang M, Wang G. Glucosylceramide accumulation in microglia triggers STING-dependent neuroinflammation and neurodegeneration in mice. Sci Signal 2024; 17:eadk8249. [PMID: 38530880 DOI: 10.1126/scisignal.adk8249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 03/06/2024] [Indexed: 03/28/2024]
Abstract
Mutations in the gene encoding the lysosomal enzyme glucocerebrosidase (GCase) are responsible for Gaucher disease (GD) and are considered the strongest genetic risk factor for Parkinson's disease (PD) and Lewy body dementia (LBD). GCase deficiency leads to extensive accumulation of glucosylceramides (GCs) in cells and contributes to the neuropathology of GD, PD, and LBD by triggering chronic neuroinflammation. Here, we investigated the mechanisms by which GC accumulation induces neuroinflammation. We found that GC accumulation within microglia induced by pharmacological inhibition of GCase triggered STING-dependent inflammation, which contributed to neuronal loss both in vitro and in vivo. GC accumulation in microglia induced mitochondrial DNA (mtDNA) leakage to the cytosol to trigger STING-dependent inflammation. Rapamycin, a compound that promotes lysosomal activity, improved mitochondrial function, thereby decreasing STING signaling. Furthermore, lysosomal damage caused by GC accumulation led to defects in the degradation of activated STING, further exacerbating inflammation mediated by microglia. Thus, limiting STING activity may be a strategy to suppress neuroinflammation caused by GCase deficiency.
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Affiliation(s)
- Rui Wang
- School of Life Science and Technology, Key Laboratory of Developmental Genes and Human Disease, Southeast University, Nanjing, Jiangsu 210096, China
- Center of Translational Medicine, First People's Hospital of Taicang, Taicang Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215400, China
| | - Hongyang Sun
- Laboratory of Molecular Neuropathology, Department of Pharmacology, Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Soochow University, Suzhou, Jiangsu 215123, China
| | - Yifan Cao
- Laboratory of Molecular Neuropathology, Department of Pharmacology, Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Soochow University, Suzhou, Jiangsu 215123, China
| | - Zhixiong Zhang
- Laboratory of Molecular Neuropathology, Department of Pharmacology, Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Soochow University, Suzhou, Jiangsu 215123, China
| | - Yajing Chen
- Department of Pharmacy, Children's Hospital of Soochow University, Suzhou, Jiangsu 215000, China
| | - Xiying Wang
- Department of Neurology, Shanghai Jiao Tong University School of Medicine Affiliated Renji Hospital, Shanghai 200000, China
| | - Lele Liu
- Laboratory of Molecular Neuropathology, Department of Pharmacology, Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Soochow University, Suzhou, Jiangsu 215123, China
| | - Jin Wu
- Laboratory of Molecular Neuropathology, Department of Pharmacology, Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Soochow University, Suzhou, Jiangsu 215123, China
| | - Hao Xu
- Laboratory of Molecular Neuropathology, Department of Pharmacology, Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Soochow University, Suzhou, Jiangsu 215123, China
| | - Dan Wu
- Laboratory of Molecular Neuropathology, Department of Pharmacology, Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Soochow University, Suzhou, Jiangsu 215123, China
| | - Chenchen Mu
- Laboratory of Molecular Neuropathology, Department of Pharmacology, Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Soochow University, Suzhou, Jiangsu 215123, China
| | - Zongbing Hao
- Laboratory of Molecular Neuropathology, Department of Pharmacology, Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Soochow University, Suzhou, Jiangsu 215123, China
| | - Song Qin
- Department of Anatomy, Histology and Embryology, School of Basic Medical Sciences, Fudan University, Shanghai 200000, China
| | - Haigang Ren
- Laboratory of Molecular Neuropathology, Department of Pharmacology, Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Soochow University, Suzhou, Jiangsu 215123, China
- Jiangsu Provincial Medical Innovation Center of Trauma Medicine, Institute of Trauma Medicine, Suzhou, Jiangsu 215123, China
- MOE Key Laboratory of Geriatric Diseases and Immunology, Soochow University, Suzhou, Jiangsu 215123, China
| | - Junhai Han
- School of Life Science and Technology, Key Laboratory of Developmental Genes and Human Disease, Southeast University, Nanjing, Jiangsu 210096, China
| | - Ming Fang
- School of Life Science and Technology, Key Laboratory of Developmental Genes and Human Disease, Southeast University, Nanjing, Jiangsu 210096, China
| | - Guanghui Wang
- Center of Translational Medicine, First People's Hospital of Taicang, Taicang Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215400, China
- Laboratory of Molecular Neuropathology, Department of Pharmacology, Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Soochow University, Suzhou, Jiangsu 215123, China
- MOE Key Laboratory of Geriatric Diseases and Immunology, Soochow University, Suzhou, Jiangsu 215123, China
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18
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Ouyang D, Huang C, Liu H, Xie W, Chen C, Su B, Guo L. Comprehensive analysis of genetic associations and single-cell expression profiles reveals potential links between migraine and multiple diseases: a phenome-wide association study. Front Neurol 2024; 15:1301208. [PMID: 38385040 PMCID: PMC10879407 DOI: 10.3389/fneur.2024.1301208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Accepted: 01/19/2024] [Indexed: 02/23/2024] Open
Abstract
Migraine is a common neurological disorder that affects more than one billion people worldwide. Recent genome-wide association studies have identified 123 genetic loci associated with migraine risk. However, the biological mechanisms underlying migraine and its relationships with other complex diseases remain unclear. We performed a phenome-wide association study (PheWAS) using UK Biobank data to investigate associations between migraine and 416 phenotypes. Mendelian randomization was employed using the IVW method. For loci associated with multiple diseases, pleiotropy was tested using MR-Egger. Single-cell RNA sequencing data was analyzed to profile the expression of 73 migraine susceptibility genes across brain cell types. qPCR was used to validate the expression of selected genes in microglia. PheWAS identified 15 disorders significantly associated with migraine, with one association detecting potential pleiotropy. Single-cell analysis revealed elevated expression of seven susceptibility genes (including ZEB2, RUNX1, SLC24A3, ANKDD1B, etc.) in brain glial cells. And qPCR confirmed the upregulation of these genes in LPS-treated microglia. This multimodal analysis provides novel insights into the link between migraine and other diseases. The single-cell profiling suggests the involvement of specific brain cells and molecular pathways. Validation of gene expression in microglia supports their potential role in migraine pathology. Overall, this study uncovers pleiotropic relationships and the biological underpinnings of migraine susceptibility.
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Affiliation(s)
- Di Ouyang
- Nanjing University of Chinese Medicine, Nanjing, China
- Traditional Chinese Medicine Hospital of Yulin, Yulin, China
| | - Chunying Huang
- Traditional Chinese Medicine Hospital of Yulin, Yulin, China
| | - Huihua Liu
- Traditional Chinese Medicine Hospital of Yulin, Yulin, China
| | | | | | - Ben Su
- Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Lizhong Guo
- Nanjing University of Chinese Medicine, Nanjing, China
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19
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Wei W, Zhang L, Xin W, Pan Y, Tatenhorst L, Hao Z, Gerner ST, Huber S, Juenemann M, Butz M, Huttner HB, Bähr M, Fitzner D, Jia F, Doeppner TR. TREM2 regulates microglial lipid droplet formation and represses post-ischemic brain injury. Biomed Pharmacother 2024; 170:115962. [PMID: 38042110 DOI: 10.1016/j.biopha.2023.115962] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 11/14/2023] [Accepted: 11/27/2023] [Indexed: 12/04/2023] Open
Abstract
Triggering receptor expressed on myeloid cells 2 (TREM2) is a transmembrane receptor protein predominantly expressed in microglia within the central nervous system (CNS). TREM2 regulates multiple microglial functions, including lipid metabolism, immune reaction, inflammation, and microglial phagocytosis. Recent studies have found that TREM2 is highly expressed in activated microglia after ischemic stroke. However, the role of TREM2 in the pathologic response after stroke remains unclear. Herein, TREM2-deficient microglia exhibit an impaired phagocytosis rate and cholesteryl ester (CE) accumulation, leading to lipid droplet formation and upregulation of Perilipin-2 (PLIN2) expression after hypoxia. Knockdown of TREM2 results in increased lipid synthesis (PLIN2, SOAT1) and decreased cholesterol clearance and lipid hydrolysis (LIPA, ApoE, ABCA1, NECH1, and NPC2), further impacting microglial phenotypes. In these lipid droplet-rich microglia, the TGF-β1/Smad2/3 signaling pathway is downregulated, driving microglia towards a pro-inflammatory phenotype. Meanwhile, in a neuron-microglia co-culture system under hypoxic conditions, we found that microglia lost their protective effect against neuronal injury and apoptosis when TREM2 was knocked down. Under in vivo conditions, TREM2 knockdown mice express lower TGF-β1 expression levels and a lower number of anti-inflammatory M2 phenotype microglia, resulting in increased cerebral infarct size, exacerbated neuronal apoptosis, and aggravated neuronal impairment. Our work suggests that TREM2 attenuates stroke-induced neuroinflammation by modulating the TGF-β1/Smad2/3 signaling pathway. TREM2 may play a direct role in the regulation of inflammation and also exert an influence on the post-ischemic inflammation and the stroke pathology progression via regulation of lipid metabolism processes. Thus, underscoring the therapeutic potential of TREM2 agonists in ischemic stroke and making TREM2 an attractive new clinical target for the treatment of ischemic stroke and other inflammation-related diseases.
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Affiliation(s)
- Wei Wei
- Department of Neurology, University Medical Center Göttingen, Göttingen, Germany
| | - Lin Zhang
- Department of Neurosurgery, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Wenqiang Xin
- Department of Neurology, University Medical Center Göttingen, Göttingen, Germany
| | - Yongli Pan
- Department of Neurology, University Medical Center Göttingen, Göttingen, Germany
| | - Lars Tatenhorst
- Department of Neurology, University Medical Center Göttingen, Göttingen, Germany
| | - Zhongnan Hao
- Department of Neurology, University Medical Center Göttingen, Göttingen, Germany
| | - Stefan T Gerner
- Department of Neurology, University of Giessen Medical School, Giessen, Germany
| | - Sabine Huber
- Department of Neurology, University of Giessen Medical School, Giessen, Germany
| | - Martin Juenemann
- Department of Neurology, University of Giessen Medical School, Giessen, Germany
| | - Marius Butz
- Heart and Brain Research Group, Kerckhoff Heart and Thorax Center, Bad Nauheim, Germany
| | - Hagen B Huttner
- Department of Neurology, University of Giessen Medical School, Giessen, Germany
| | - Mathias Bähr
- Department of Neurology, University Medical Center Göttingen, Göttingen, Germany
| | - Dirk Fitzner
- Department of Neurology, University Medical Center Göttingen, Göttingen, Germany.
| | - Feng Jia
- Department of Neurosurgery, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Department of Neurosurgery, Nantong First People's Hospital, Affiliated Hospital 2 of Nantong University, Nantong, China.
| | - Thorsten R Doeppner
- Department of Neurology, University Medical Center Göttingen, Göttingen, Germany; Department of Neurology, University of Giessen Medical School, Giessen, Germany; Department of Anatomy and Cell Biology, Medical University of Varna, Varna, Bulgaria; Center for Mind, Brain and Behavior (CMBB), University of Marburg and Justus Liebig University Giessen, Giessen, Germany; Research Institute for Health Sciences and Technologies (SABITA), Medipol University, Istanbul, Turkey.
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20
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Wu Z, Yang S, Fang X, Shu Q, Chen Q. Function and mechanism of TREM2 in bacterial infection. PLoS Pathog 2024; 20:e1011895. [PMID: 38236825 PMCID: PMC10796033 DOI: 10.1371/journal.ppat.1011895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2024] Open
Abstract
Triggering receptor expressed on myeloid cells 2 (TREM2), which is a lipid sensing and phagocytosis receptor, plays a key role in immunity and inflammation in response to pathogens. Here, we review the function and signaling of TREM2 in microbial binding, engulfment and removal, and describe TREM2-mediated inhibition of inflammation by negatively regulating the Toll-like receptor (TLR) response. We further illustrate the role of TREM2 in restoring organ homeostasis in sepsis and soluble TREM2 (sTREM2) as a diagnostic marker for sepsis-associated encephalopathy (SAE). Finally, we discuss the prospect of TREM2 as an interesting therapeutic target for sepsis.
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Affiliation(s)
- Zehua Wu
- Department of the Clinical Research Center, Children’s Hospital, National Clinical Research Center for Child Health, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
| | - Shiyue Yang
- Department of Anesthesiology, First Affiliated Hospital of Soochow University, Soochow, People’s Republic of China
| | - Xiangming Fang
- Department of Anesthesiology and Intensive Care, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
| | - Qiang Shu
- Department of the Clinical Research Center, Children’s Hospital, National Clinical Research Center for Child Health, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
- Key Laboratory of Diagnosis and Treatment of Neonatal Diseases of Zhejiang Province, Hangzhou, People’s Republic of China
| | - Qixing Chen
- Department of the Clinical Research Center, Children’s Hospital, National Clinical Research Center for Child Health, Zhejiang University School of Medicine, Hangzhou, People’s Republic of China
- Key Laboratory of Diagnosis and Treatment of Neonatal Diseases of Zhejiang Province, Hangzhou, People’s Republic of China
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21
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Kwak C, Finan GM, Park YR, Garg A, Harari O, Mun JY, Rhee HW, Kim TW. Proximity Proteome Analysis Reveals Novel TREM2 Interactors in the ER-Mitochondria Interface of Human Microglia. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.21.533722. [PMID: 38014048 PMCID: PMC10680561 DOI: 10.1101/2023.03.21.533722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
Triggering receptor expressed on myeloid cells 2 (TREM2) plays a central role in microglial biology and the pathogenesis of Alzheimer's disease (AD). Besides DNAX-activating protein 12 (DAP12), a communal adaptor for TREM2 and many other receptors, other cellular interactors of TREM2 remain largely elusive. We employed a 'proximity labeling' approach using a biotin ligase, TurboID, for mapping protein-protein interactions in live mammalian cells. We discovered novel TREM2-proximal proteins with diverse functions, including those localized to the Mitochondria-ER contact sites (MERCs), a dynamic subcellular 'hub' implicated in a number of crucial cell physiology such as lipid metabolism. TREM2 deficiency alters the thickness (inter-organelle distance) of MERCs, a structural parameter of metabolic state, in microglia derived from human induced pluripotent stem cells. Our TurboID-based TREM2 interactome study suggest novel roles for TREM2 in the structural plasticity of the MERCs, raising the possibility that dysregulation of MERC-related TREM2 functions contribute to AD pathobiology.
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22
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Mamuladze T, Kipnis J. Type 2 immunity in the brain and brain borders. Cell Mol Immunol 2023; 20:1290-1299. [PMID: 37429945 PMCID: PMC10616183 DOI: 10.1038/s41423-023-01043-8] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Accepted: 05/16/2023] [Indexed: 07/12/2023] Open
Abstract
Recent research in neuroimmunology has revolutionized our understanding of the intricate interactions between the immune system and the central nervous system (CNS). The CNS, an "immune-privileged organ", is now known to be intimately connected to the immune system through different cell types and cytokines. While type 2 immune responses have traditionally been associated with allergy and parasitic infections, emerging evidence suggests that these responses also play a crucial role in CNS homeostasis and disease pathogenesis. Type 2 immunity encompasses a delicate interplay among stroma, Th2 cells, innate lymphoid type 2 cells (ILC2s), mast cells, basophils, and the cytokines interleukin (IL)-4, IL-5, IL-13, IL-25, TSLP and IL-33. In this review, we discuss the beneficial and detrimental roles of type 2 immune cells and cytokines in CNS injury and homeostasis, cognition, and diseases such as tumors, Alzheimer's disease and multiple sclerosis.
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Affiliation(s)
- Tornike Mamuladze
- Center for Brain Immunology and Glia (BIG), Washington University in St. Louis, St. Louis, MO, 63110, USA.
- Department of Pathology and Immunology, School of Medicine, Washington University in St. Louis, St. Louis, MO, 63110, USA.
- Immunology Graduate Program, School of Medicine, Washington University in St. Louis, St. Louis, MO, 63110, USA.
| | - Jonathan Kipnis
- Center for Brain Immunology and Glia (BIG), Washington University in St. Louis, St. Louis, MO, 63110, USA.
- Department of Pathology and Immunology, School of Medicine, Washington University in St. Louis, St. Louis, MO, 63110, USA.
- Immunology Graduate Program, School of Medicine, Washington University in St. Louis, St. Louis, MO, 63110, USA.
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23
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Chen H, Fan L, Guo Q, Wong MY, Yu F, Foxe N, Wang W, Nessim A, Carling G, Liu B, Lopez-Lee C, Huang Y, Amin S, Patel T, Mok SA, Song WM, Zhang B, Ma Q, Fu H, Gan L, Luo W. DAP12 deficiency alters microglia-oligodendrocyte communication and enhances resilience against tau toxicity. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.26.563970. [PMID: 37961594 PMCID: PMC10634844 DOI: 10.1101/2023.10.26.563970] [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
Pathogenic tau accumulation fuels neurodegeneration in Alzheimer's disease (AD). Enhancing aging brain's resilience to tau pathology would lead to novel therapeutic strategies. DAP12 (DNAX-activation protein 12) is critically involved in microglial immune responses. Previous studies have showed that mice lacking DAP12 in tauopathy mice exhibit higher tau pathology but are protected from tau-induced cognitive deficits. However, the exact mechanism remains elusive. Our current study uncovers a novel resilience mechanism via microglial interaction with oligodendrocytes. Despite higher tau inclusions, Dap12 deletion curbs tau-induced brain inflammation and ameliorates myelin and synapse loss. Specifically, removal of Dap12 abolished tau-induced disease-associated clusters in microglia (MG) and intermediate oligodendrocytes (iOli), which are spatially correlated with tau pathology in AD brains. Our study highlights the critical role of interactions between microglia and oligodendrocytes in tau toxicity and DAP12 signaling as a promising target for enhancing resilience in AD.
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Affiliation(s)
- Hao Chen
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Li Fan
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Qi Guo
- Department of Biomedical Informatics, College of Medicine, Ohio State University, Columbus, OH 43210 USA
| | - Man Ying Wong
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Fangmin Yu
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Nessa Foxe
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | | | - Aviram Nessim
- The State University of New York at Stony Brook, Long Island, New York, USA
| | - Gillian Carling
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
- Program of Neuroscience, Weill Graduate School of Medical Sciences of Cornell University, New York, NY, USA
| | - Bangyan Liu
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
- Program of Neuroscience, Weill Graduate School of Medical Sciences of Cornell University, New York, NY, USA
| | - Chloe Lopez-Lee
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
- Program of Neuroscience, Weill Graduate School of Medical Sciences of Cornell University, New York, NY, USA
| | - Yige Huang
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
- Program of Neuroscience, Weill Graduate School of Medical Sciences of Cornell University, New York, NY, USA
| | - Sadaf Amin
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Tark Patel
- Department of Biochemistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB Canada
| | - Sue-Ann Mok
- Department of Biochemistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB Canada
| | - Won-min Song
- Department of Genetics and Genomic Sciences, Mount Sinai Center for Transformative Disease Modeling, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Bin Zhang
- Department of Genetics and Genomic Sciences, Mount Sinai Center for Transformative Disease Modeling, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Qin Ma
- Department of Biomedical Informatics, College of Medicine, Ohio State University, Columbus, OH 43210 USA
| | - Hongjun Fu
- Department of Neuroscience, College of Medicine, Ohio State University, Columbus, OH 43210 USA
| | - Li Gan
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
- Millburn High School, New Jersey, NJ, USA
| | - Wenjie Luo
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
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24
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Chen H, Fan L, Guo Q, Wong MY, Yu F, Foxe N, Wang W, Nessim A, Carling G, Liu B, Lopez-Lee C, Huang Y, Amin S, Mok SA, Song WM, Zhang B, Ma Q, Fu H, Gan L, Luo W. DAP12 deficiency alters microglia-oligodendrocyte communication and enhances resilience against tau toxicity. RESEARCH SQUARE 2023:rs.3.rs-3454358. [PMID: 37961627 PMCID: PMC10635319 DOI: 10.21203/rs.3.rs-3454358/v1] [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
Pathogenic tau accumulation fuels neurodegeneration in Alzheimer's disease (AD). Enhancing aging brain's resilience to tau pathology would lead to novel therapeutic strategies. DAP12 (DNAX-activation protein 12) is critically involved in microglial immune responses. Previous studies have showed that mice lacking DAP12 in tauopathy mice exhibit higher tau pathology but are protected from tau-induced cognitive deficits. However, the exact mechanism remains elusive. Our current study uncovers a novel resilience mechanism via microglial interaction with oligodendrocytes. Despite higher tau inclusions, Dap12 deletion curbs tau-induced brain inflammation and ameliorates myelin and synapse loss. Specifically, removal of Dap12 abolished tau-induced disease-associated clusters in microglia (MG) and intermediate oligodendrocytes (iOli), which are spatially correlated with tau pathology in AD brains. Our study highlights the critical role of interactions between microglia and oligodendrocytes in tau toxicity and DAP12 signaling as a promising target for enhancing resilience in AD.
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Affiliation(s)
- Hao Chen
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Li Fan
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Qi Guo
- Department of Biomedical Informatics, College of Medicine, Ohio State University, Columbus, OH 43210 USA
| | - Man Ying Wong
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Fangmin Yu
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Nessa Foxe
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | | | - Aviram Nessim
- The State University of New York at Stony Brook, Long Island, New York, USA
| | - Gillian Carling
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
- Program of Neuroscience, Weill Graduate School of Medical Sciences of Cornell University, New York, NY, USA
| | - Bangyan Liu
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
- Program of Neuroscience, Weill Graduate School of Medical Sciences of Cornell University, New York, NY, USA
| | - Chloe Lopez-Lee
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
- Program of Neuroscience, Weill Graduate School of Medical Sciences of Cornell University, New York, NY, USA
| | - Yige Huang
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
- Program of Neuroscience, Weill Graduate School of Medical Sciences of Cornell University, New York, NY, USA
| | - Sadaf Amin
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Sue-Ann Mok
- Department of Biochemistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB Canada
| | - Won-min Song
- Department of Genetics and Genomic Sciences, Mount Sinai Center for Transformative Disease Modeling, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Bin Zhang
- Department of Genetics and Genomic Sciences, Mount Sinai Center for Transformative Disease Modeling, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Qin Ma
- Department of Biomedical Informatics, College of Medicine, Ohio State University, Columbus, OH 43210 USA
| | - Hongjun Fu
- Department of Neuroscience, College of Medicine, Ohio State University, Columbus, OH 43210 USA
| | - Li Gan
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
- Millburn High School, New Jersey, NJ, USA
| | - Wenjie Luo
- Helen and Robert Appel Alzheimer Disease Research Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
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25
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Wickstead ES. Using Stems to Bear Fruit: Deciphering the Role of Alzheimer's Disease Risk Loci in Human-Induced Pluripotent Stem Cell-Derived Microglia. Biomedicines 2023; 11:2240. [PMID: 37626736 PMCID: PMC10452566 DOI: 10.3390/biomedicines11082240] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 08/03/2023] [Accepted: 08/08/2023] [Indexed: 08/27/2023] Open
Abstract
Alzheimer's disease (AD) is the most common neurodegenerative disorder globally. In people aged 65 and older, it is estimated that 1 in 9 currently live with the disease. With aging being the greatest risk factor for disease onset, the physiological, social and economic burden continues to rise. Thus, AD remains a public health priority. Since 2007, genome-wide association studies (GWAS) have identified over 80 genomic loci with variants associated with increased AD risk. Although some variants are beginning to be characterized, the effects of many risk loci remain to be elucidated. One advancement which may help provide a patient-focused approach to tackle this issue is the application of gene editing technology and human-induced pluripotent stem cells (hiPSCs). The relatively non-invasive acquisition of cells from patients with known AD risk loci may provide important insights into the pathological role of these risk variants. Of the risk genes identified, many have been associated with the immune system, including ABCA7, CLU, MEF2C, PICALM and TREM2-genes known to be highly expressed in microglia. This review will detail the potential of using hiPSC-derived microglia to help clarify the role of immune-associated genetic risk variants in AD.
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Affiliation(s)
- Edward S Wickstead
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
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26
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Li JH, Hepworth MR, O'Sullivan TE. Regulation of systemic metabolism by tissue-resident immune cell circuits. Immunity 2023; 56:1168-1186. [PMID: 37315533 PMCID: PMC10321269 DOI: 10.1016/j.immuni.2023.05.001] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 04/11/2023] [Accepted: 05/02/2023] [Indexed: 06/16/2023]
Abstract
Recent studies have demonstrated that tissue homeostasis and metabolic function are dependent on distinct tissue-resident immune cells that form functional cell circuits with structural cells. Within these cell circuits, immune cells integrate cues from dietary contents and commensal microbes in addition to endocrine and neuronal signals present in the tissue microenvironment to regulate structural cell metabolism. These tissue-resident immune circuits can become dysregulated during inflammation and dietary overnutrition, contributing to metabolic diseases. Here, we review the evidence describing key cellular networks within and between the liver, gastrointestinal tract, and adipose tissue that control systemic metabolism and how these cell circuits become dysregulated during certain metabolic diseases. We also identify open questions in the field that have the potential to enhance our understanding of metabolic health and disease.
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Affiliation(s)
- Joey H Li
- Department of Microbiology, Immunology, and Molecular Genetics, David Geffen School of Medicine at UCLA, Los Angeles, CA 900953, USA; Medical Scientist Training Program, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Matthew R Hepworth
- Division of Immunology, Immunity to Infection and Respiratory Medicine, Faculty of Biology, Medicine and Health, Manchester Collaborative Centre for Inflammation Research, Lydia Becker Institute of Immunology and Inflammation, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK
| | - Timothy E O'Sullivan
- Department of Microbiology, Immunology, and Molecular Genetics, David Geffen School of Medicine at UCLA, Los Angeles, CA 900953, USA.
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27
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Filipello F, You SF, Mirfakhar FS, Mahali S, Bollman B, Acquarone M, Korvatska O, Marsh JA, Sivaraman A, Martinez R, Cantoni C, De Feo L, Ghezzi L, Minaya MA, Renganathan A, Cashikar AG, Satoh JI, Beatty W, Iyer AK, Cella M, Raskind WH, Piccio L, Karch CM. Defects in lysosomal function and lipid metabolism in human microglia harboring a TREM2 loss of function mutation. Acta Neuropathol 2023; 145:749-772. [PMID: 37115208 PMCID: PMC10175346 DOI: 10.1007/s00401-023-02568-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 03/29/2023] [Accepted: 03/30/2023] [Indexed: 04/29/2023]
Abstract
TREM2 is an innate immune receptor expressed by microglia in the adult brain. Genetic variation in the TREM2 gene has been implicated in risk for Alzheimer's disease and frontotemporal dementia, while homozygous TREM2 mutations cause a rare leukodystrophy, Nasu-Hakola disease (NHD). Despite extensive investigation, the role of TREM2 in NHD pathogenesis remains poorly understood. Here, we investigate the mechanisms by which a homozygous stop-gain TREM2 mutation (p.Q33X) contributes to NHD. Induced pluripotent stem cell (iPSC)-derived microglia (iMGLs) were generated from two NHD families: three homozygous TREM2 p.Q33X mutation carriers (termed NHD), two heterozygous mutation carriers, one related non-carrier, and two unrelated non-carriers. Transcriptomic and biochemical analyses revealed that iMGLs from NHD patients exhibited lysosomal dysfunction, downregulation of cholesterol genes, and reduced lipid droplets compared to controls. Also, NHD iMGLs displayed defective activation and HLA antigen presentation. This defective activation and lipid droplet content were restored by enhancing lysosomal biogenesis through mTOR-dependent and independent pathways. Alteration in lysosomal gene expression, such as decreased expression of genes implicated in lysosomal acidification (ATP6AP2) and chaperone mediated autophagy (LAMP2), together with reduction in lipid droplets were also observed in post-mortem brain tissues from NHD patients, thus closely recapitulating in vivo the phenotype observed in iMGLs in vitro. Our study provides the first cellular and molecular evidence that the TREM2 p.Q33X mutation in microglia leads to defects in lysosomal function and that compounds targeting lysosomal biogenesis restore a number of NHD microglial defects. A better understanding of how microglial lipid metabolism and lysosomal machinery are altered in NHD and how these defects impact microglia activation may provide new insights into mechanisms underlying NHD and other neurodegenerative diseases.
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Affiliation(s)
- Fabia Filipello
- Department of Psychiatry, Washington University in St Louis, St Louis, MO, USA
| | - Shih-Feng You
- Department of Psychiatry, Washington University in St Louis, St Louis, MO, USA
| | | | - Sidhartha Mahali
- Department of Psychiatry, Washington University in St Louis, St Louis, MO, USA
| | - Bryan Bollman
- Department of Neurology, Washington University in St Louis, St Louis, MO, USA
| | - Mariana Acquarone
- Department of Psychiatry, Washington University in St Louis, St Louis, MO, USA
| | - Olena Korvatska
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Jacob A Marsh
- Department of Psychiatry, Washington University in St Louis, St Louis, MO, USA
| | - Anirudh Sivaraman
- Department of Psychiatry, Washington University in St Louis, St Louis, MO, USA
| | - Rita Martinez
- Department of Psychiatry, Washington University in St Louis, St Louis, MO, USA
| | - Claudia Cantoni
- Department of Neurology, Washington University in St Louis, St Louis, MO, USA
| | - Luca De Feo
- Department of Neurology, Washington University in St Louis, St Louis, MO, USA
| | - Laura Ghezzi
- Department of Neurology, Washington University in St Louis, St Louis, MO, USA
| | - Miguel A Minaya
- Department of Psychiatry, Washington University in St Louis, St Louis, MO, USA
| | - Arun Renganathan
- Department of Psychiatry, Washington University in St Louis, St Louis, MO, USA
| | - Anil G Cashikar
- Department of Psychiatry, Washington University in St Louis, St Louis, MO, USA
| | - Jun-Ichi Satoh
- Department of Bioinformatics and Molecular Neuropathology, Meiji Pharmaceutical University, Tokyo, Japan
| | - Wandy Beatty
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Abhirami K Iyer
- Department of Psychiatry, Washington University in St Louis, St Louis, MO, USA
| | - Marina Cella
- Department Of Pathology and Immunology, Washington University in St Louis, St Louis, MO, USA
| | - Wendy H Raskind
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
- Department of Medicine, Division of Medical Genetics, University of Washington, Seattle, WA, USA
| | - Laura Piccio
- Department of Neurology, Washington University in St Louis, St Louis, MO, USA.
- Charles Perkins Centre and Brain and Mind Centre, School of Medical Sciences (Neuroscience), University of Sydney, Sydney, NSW, Australia.
- School of Medical Sciences, Brain and Mind Centre, University of Sydney, 94 Mallett St, Camperdown, Sydney, NSW, 2050, Australia.
| | - Celeste M Karch
- Department of Psychiatry, Washington University in St Louis, St Louis, MO, USA.
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28
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Schreiber S, Bernal J, Arndt P, Schreiber F, Müller P, Morton L, Braun-Dullaeus RC, Valdés-Hernández MDC, Duarte R, Wardlaw JM, Meuth SG, Mietzner G, Vielhaber S, Dunay IR, Dityatev A, Jandke S, Mattern H. Brain Vascular Health in ALS Is Mediated through Motor Cortex Microvascular Integrity. Cells 2023; 12:957. [PMID: 36980297 PMCID: PMC10047140 DOI: 10.3390/cells12060957] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 03/07/2023] [Accepted: 03/15/2023] [Indexed: 03/30/2023] Open
Abstract
Brain vascular health appears to be critical for preventing the development of amyotrophic lateral sclerosis (ALS) and slowing its progression. ALS patients often demonstrate cardiovascular risk factors and commonly suffer from cerebrovascular disease, with evidence of pathological alterations in their small cerebral blood vessels. Impaired vascular brain health has detrimental effects on motor neurons: vascular endothelial growth factor levels are lowered in ALS, which can compromise endothelial cell formation and the integrity of the blood-brain barrier. Increased turnover of neurovascular unit cells precedes their senescence, which, together with pericyte alterations, further fosters the failure of toxic metabolite removal. We here provide a comprehensive overview of the pathogenesis of impaired brain vascular health in ALS and how novel magnetic resonance imaging techniques can aid its detection. In particular, we discuss vascular patterns of blood supply to the motor cortex with the number of branches from the anterior and middle cerebral arteries acting as a novel marker of resistance and resilience against downstream effects of vascular risk and events in ALS. We outline how certain interventions adapted to patient needs and capabilities have the potential to mechanistically target the brain microvasculature towards favorable motor cortex blood supply patterns. Through this strategy, we aim to guide novel approaches to ALS management and a better understanding of ALS pathophysiology.
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Affiliation(s)
- Stefanie Schreiber
- Department of Neurology, Otto von Guericke University Magdeburg, Medical Faculty, 39120 Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany
- Center for Behavioral Brain Sciences (CBBS), 39106 Magdeburg, Germany
| | - Jose Bernal
- Department of Neurology, Otto von Guericke University Magdeburg, Medical Faculty, 39120 Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany
| | - Philipp Arndt
- Department of Neurology, Otto von Guericke University Magdeburg, Medical Faculty, 39120 Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany
| | - Frank Schreiber
- Department of Neurology, Otto von Guericke University Magdeburg, Medical Faculty, 39120 Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany
| | - Patrick Müller
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany
- Department of Internal Medicine/Cardiology and Angiology, Otto von Guericke University Magdeburg, 39120 Magdeburg, Germany
| | - Lorena Morton
- Institute of Inflammation and Neurodegeneration, Otto von Guericke University Magdeburg, 39120 Magdeburg, Germany
| | | | | | - Roberto Duarte
- Centre for Clinical Brain Sciences, The University of Edinburgh, UK Dementia Research Institute Centre, Edinburgh EH16 4UX, UK
| | - Joanna Marguerite Wardlaw
- Centre for Clinical Brain Sciences, The University of Edinburgh, UK Dementia Research Institute Centre, Edinburgh EH16 4UX, UK
| | - Sven Günther Meuth
- Department of Neurology, Medical Faculty, Heinrich Heine University Düsseldorf, 40225 Düsseldorf, Germany
| | - Grazia Mietzner
- Department of Neurology, Otto von Guericke University Magdeburg, Medical Faculty, 39120 Magdeburg, Germany
| | - Stefan Vielhaber
- Department of Neurology, Otto von Guericke University Magdeburg, Medical Faculty, 39120 Magdeburg, Germany
- Center for Behavioral Brain Sciences (CBBS), 39106 Magdeburg, Germany
| | - Ildiko Rita Dunay
- Center for Behavioral Brain Sciences (CBBS), 39106 Magdeburg, Germany
- Institute of Inflammation and Neurodegeneration, Otto von Guericke University Magdeburg, 39120 Magdeburg, Germany
| | - Alexander Dityatev
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany
- Center for Behavioral Brain Sciences (CBBS), 39106 Magdeburg, Germany
- Medical Faculty, Otto von Guericke University, 39120 Magdeburg, Germany
| | - Solveig Jandke
- Department of Neurology, Otto von Guericke University Magdeburg, Medical Faculty, 39120 Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany
| | - Hendrik Mattern
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany
- Center for Behavioral Brain Sciences (CBBS), 39106 Magdeburg, Germany
- Department of Biomedical Magnetic Resonance, Faculty of Natural Sciences, Otto von Guericke University Magdeburg, 39120 Magdeburg, Germany
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29
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Bennett ML. A polarizing answer - microglia in Nasu-Hakola disease. Nat Immunol 2023; 24:379-381. [PMID: 36823406 DOI: 10.1038/s41590-023-01440-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2023]
Affiliation(s)
- Mariko L Bennett
- Department of Pediatrics, Division of Neurology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
- Department of Neuroscience, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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