1
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Yue Q, Li S, Lei CL, Wan H, Zhang Z, Hoi MPM. Insights into the transcriptomic heterogeneity of brain endothelial cells in normal aging and Alzheimer's disease. Neural Regen Res 2026; 21:569-576. [PMID: 39688567 DOI: 10.4103/nrr.nrr-d-24-00695] [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: 06/23/2024] [Accepted: 12/03/2024] [Indexed: 12/18/2024] Open
Abstract
Drug development for Alzheimer's disease is extremely challenging, as demonstrated by the repeated failures of amyloid-β-targeted therapeutics and the controversies surrounding the amyloid-β cascade hypothesis. More recently, advances in the development of Lecanemab, an anti-amyloid-β monoclonal antibody, have shown positive results in reducing brain A burden and slowing cognitive decline in patients with early-stage Alzheimer's disease in the Phase III clinical trial (Clarity Alzheimer's disease). Despite these promising results, side effects such as amyloid-related imaging abnormalities (ARIA) may limit its usage. ARIA can manifest as ARIA-E (cerebral edema or effusions) and ARIA-H (microhemorrhages or superficial siderosis) and is thought to be caused by increased vascular permeability due to inflammatory responses, leading to leakages of blood products and protein-rich fluid into brain parenchyma. Endothelial dysfunction is an early pathological feature of Alzheimer's disease, and the blood-brain barrier becomes increasingly leaky as the disease progresses. In addition, APOE4, the strongest genetic risk factor for Alzheimer's disease, is associated with higher vascular amyloid burden, increased ARIA incidence, and accelerated blood-brain barrier disruptions. These interconnected vascular abnormalities highlight the importance of vascular contributions to the pathophysiology of Alzheimer's disease. Here, we will closely examine recent research evaluating the heterogeneity of brain endothelial cells in the microvasculature of different brain regions and their relationships with Alzheimer's disease progression.
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Affiliation(s)
- Qian Yue
- The Fifth Affiliated Hospital of Jinan University (Heyuan Shenhe People's Hospital), Heyuan, Guangdong Province, China
- Department of Cardiology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong Province, China
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao Special Administrative Region, China
- Department of Pharmaceutical Sciences, Faculty of Health Sciences, University of Macau, Macao Special Administrative Region, China
| | - Shang Li
- Laboratory for Accelerated Vascular Research, Department of Surgery, University of California San Francisco, San Francisco, CA, USA
| | - Chon Lok Lei
- Department of Biological Sciences, Faculty of Health Sciences, University of Macau, Macao Special Administrative Region, China
| | - Huaibin Wan
- The Fifth Affiliated Hospital of Jinan University (Heyuan Shenhe People's Hospital), Heyuan, Guangdong Province, China
| | - Zaijun Zhang
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, and Guangzhou Key Laboratory of Innovative Chemical Drug Research in Cardio-cerebrovascular Diseases, and Institute of New Drug Research, Jinan University, Guangzhou, Guangdong Province, China
- Guangdong-Hong Kong-Macau Joint Laboratory for Pharmacodynamic Constituents of TCM and New Drugs Research, and Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, Jinan University College of Pharmacy, Guangzhou, Guangdong Province, China
- International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE), Jinan University College of Pharmacy, Guangzhou, Guangdong Province, China
| | - Maggie Pui Man Hoi
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao Special Administrative Region, China
- Department of Pharmaceutical Sciences, Faculty of Health Sciences, University of Macau, Macao Special Administrative Region, China
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2
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Liu X, Wu W, Li X, Wang C, Chai K, Yuan F, Zheng H, Yao Y, Li C, Ye ZC, Zha D. The compound (E)-2-(3,4-dihydroxystyryl)-3-hydroxy-4H-pyran-4-one alleviates neuroinflammation and cognitive impairment in a mouse model of Alzheimer's disease. Neural Regen Res 2025; 20:3330-3344. [PMID: 39715098 PMCID: PMC11881737 DOI: 10.4103/nrr.nrr-d-23-01890] [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: 11/18/2023] [Revised: 04/17/2024] [Accepted: 06/02/2024] [Indexed: 12/25/2024] Open
Abstract
JOURNAL/nrgr/04.03/01300535-202511000-00034/figure1/v/2024-12-20T164640Z/r/image-tiff Previous studies have shown that the compound (E)-2-(3,4-dihydroxystyryl)-3-hydroxy-4H-pyran-4-one (D30), a pyromeconic acid derivative, possesses antioxidant and anti-inflammatory properties, inhibits amyloid-β aggregation, and alleviates scopolamine-induced cognitive impairment, similar to the phase III clinical drug resveratrol. In this study, we established a mouse model of Alzheimer's disease via intracerebroventricular injection of fibrillar amyloid-β to investigate the effect of D30 on fibrillar amyloid-β-induced neuropathology. Our results showed that D30 alleviated fibrillar amyloid-β-induced cognitive impairment, promoted fibrillar amyloid-β clearance from the hippocampus and cortex, suppressed oxidative stress, and inhibited activation of microglia and astrocytes. D30 also reversed the fibrillar amyloid-β-induced loss of dendritic spines and synaptic protein expression. Notably, we demonstrated that exogenous fibrillar amyloid-β introduced by intracerebroventricular injection greatly increased galectin-3 expression levels in the brain, and this increase was blocked by D30. Considering the role of D30 in clearing amyloid-β, inhibiting neuroinflammation, protecting synapses, and improving cognition, this study highlights the potential of galectin-3 as a promising treatment target for patients with Alzheimer's disease.
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Affiliation(s)
- Xueyan Liu
- Department of Medicinal Chemistry, School of Pharmacy, Fujian Medical University, Fuzhou, Fujian Province, China
- Fujian Provincial Key Laboratory of Brain Aging and Neurodegenerative Diseases, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, Fujian Province, China
| | - Wei Wu
- Fujian Provincial Key Laboratory of Brain Aging and Neurodegenerative Diseases, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, Fujian Province, China
| | - Xuejuan Li
- Department of Medicinal Chemistry, School of Pharmacy, Fujian Medical University, Fuzhou, Fujian Province, China
- Fujian Provincial Key Laboratory of Brain Aging and Neurodegenerative Diseases, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, Fujian Province, China
| | - Chengyan Wang
- Institute of Laboratory Animal Center, Fujian Medical University, Fuzhou, Fujian Province, China
| | - Ke Chai
- Fujian Provincial Key Laboratory of Brain Aging and Neurodegenerative Diseases, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, Fujian Province, China
| | - Fanru Yuan
- Department of Medicinal Chemistry, School of Pharmacy, Fujian Medical University, Fuzhou, Fujian Province, China
- Fujian Provincial Key Laboratory of Brain Aging and Neurodegenerative Diseases, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, Fujian Province, China
| | - Huijuan Zheng
- Department of Medicinal Chemistry, School of Pharmacy, Fujian Medical University, Fuzhou, Fujian Province, China
- Fujian Provincial Key Laboratory of Brain Aging and Neurodegenerative Diseases, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, Fujian Province, China
| | - Yuxing Yao
- Department of Medicinal Chemistry, School of Pharmacy, Fujian Medical University, Fuzhou, Fujian Province, China
| | - Chenlu Li
- Department of Neurosurgery, Neurosurgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian Province, China
- Department of Hyperbaric Oxygen, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian Province, China
| | - Zu-Cheng Ye
- Fujian Provincial Key Laboratory of Brain Aging and Neurodegenerative Diseases, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, Fujian Province, China
| | - Daijun Zha
- Department of Medicinal Chemistry, School of Pharmacy, Fujian Medical University, Fuzhou, Fujian Province, China
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3
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Zhang Z, Yang J, Zhou Q, Zhong S, Liu J, Zhang X, Chang X, Wang H. The cGAS-STING-mediated ROS and ferroptosis are involved in manganese neurotoxicity. J Environ Sci (China) 2025; 152:71-86. [PMID: 39617588 DOI: 10.1016/j.jes.2024.05.003] [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: 01/31/2024] [Revised: 04/12/2024] [Accepted: 05/01/2024] [Indexed: 12/12/2024]
Abstract
Manganese (Mn) has been characterized as an environmental pollutant. Excessive releases of Mn due to human activities have increased Mn levels in the environment over the years, posing a threat to human health and the environment. Long-term exposure to high concentrations of Mn can induce neurotoxicity. Therefore, toxicological studies on Mn are of paramount importance. Mn induces oxidative stress through affecting the level of reactive oxygen species (ROS), and the overabundance of ROS further triggers ferroptosis. Additionally, Mn2+ was found to be a novel activator of the cyclic guanosine-adenosine synthase (cGAS)-stimulator of interferon genes (STING) pathway in the innate immune system. Thus, we speculate that Mn exposure may promote ROS production by activating the cGAS-STING pathway, which further induces oxidative stress and ferroptosis, and ultimately triggers Mn neurotoxicity. This review discusses the mechanism between Mn-induced oxidative stress and ferroptosis via activation of the cGAS-STING pathway, which may offer a prospective direction for future in-depth studies on the mechanism of Mn neurotoxicity.
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Affiliation(s)
- Zhimin Zhang
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou 730000, China
| | - Jirui Yang
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou 730000, China
| | - Qiongli Zhou
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou 730000, China
| | - Shiyin Zhong
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou 730000, China
| | - Jingjing Liu
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou 730000, China
| | - Xin Zhang
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou 730000, China
| | - Xuhong Chang
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou 730000, China
| | - Hui Wang
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou 730000, China.
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4
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Chen J, Xu S, Wang L, Liu X, Liu G, Tan Q, Li W, Zhang S, Du Y. Refining the interactions between microglia and astrocytes in Alzheimer's disease pathology. Neuroscience 2025; 573:183-197. [PMID: 40120713 DOI: 10.1016/j.neuroscience.2025.03.033] [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: 12/06/2024] [Revised: 03/03/2025] [Accepted: 03/16/2025] [Indexed: 03/25/2025]
Abstract
Microglia and astrocytes are central to the pathogenesis and progression of Alzheimer's Disease (AD), working both independently and collaboratively to regulate key pathological processes such as β-amyloid protein (Aβ) deposition, tau aggregation, neuroinflammation, and synapse loss. These glial cells interact through complex molecular pathways, including IL-3/IL-3Ra and C3/C3aR, which influence disease progression and cognitive decline. Emerging research suggests that modulating these pathways could offer therapeutic benefits. For instance, recombinant IL-3 administration in mice reduced Aβ plaques and improved cognitive functions, while C3aR inhibition alleviated Aβ and tau pathologies, restored synaptic function, and corrected immune dysregulation. However, the effects of these interactions are context-dependent. Acute C3/C3aR activation enhances microglial Aβ clearance, whereas chronic activation impairs it, highlighting the dual roles of glial signaling in AD. Furthermore, C3/C3aR signaling not only impacts Aβ clearance but also modulates tau pathology and synaptic integrity. Given AD's multifactorial nature, understanding the specific pathological environment is crucial when investigating glial cell contributions. The interplay between microglia and astrocytes can be both neuroprotective and neurotoxic, depending on the disease stage and brain region. This complexity underscores the need for targeted therapies that modulate glial cell activity in a context-specific manner. By elucidating the molecular mechanisms underlying microglia-astrocyte interactions, this research advances our understanding of AD and paves the way for novel therapeutic strategies aimed at mitigating neurodegeneration and cognitive decline in AD and related disorders.
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Affiliation(s)
- Jiangmin Chen
- College of Acupuncture-Moxibustion and Orthopaedics, Hubei University of Chinese Medicine, Wuhan, Hubei 430061, China
| | - Shuyu Xu
- College of Acupuncture-Moxibustion and Orthopaedics, Hubei University of Chinese Medicine, Wuhan, Hubei 430061, China
| | - Li Wang
- College of Acupuncture-Moxibustion and Orthopaedics, Hubei University of Chinese Medicine, Wuhan, Hubei 430061, China
| | - Xinyuan Liu
- The Institute for Brain Research, Collaborative Innovation Center for Brain Science, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Guangya Liu
- College of Acupuncture-Moxibustion and Orthopaedics, Hubei University of Chinese Medicine, Wuhan, Hubei 430061, China
| | - Qian Tan
- College of Acupuncture-Moxibustion and Orthopaedics, Hubei University of Chinese Medicine, Wuhan, Hubei 430061, China
| | - Weixian Li
- College of Acupuncture-Moxibustion and Orthopaedics, Hubei University of Chinese Medicine, Wuhan, Hubei 430061, China
| | - Shuai Zhang
- College of Acupuncture-Moxibustion and Orthopaedics, Hubei University of Chinese Medicine, Wuhan, Hubei 430061, China
| | - Yanjun Du
- College of Acupuncture-Moxibustion and Orthopaedics, Hubei University of Chinese Medicine, Wuhan, Hubei 430061, China; Hubei Shizhen Laboratory, China; Hubei International Science and Technology Cooperation Base of Preventive Treatment by Acupuncture and Moxibustion, China; Hubei Provincial Hospital of Traditional Chinese Medicine, China.
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5
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Heneka MT, van der Flier WM, Jessen F, Hoozemanns J, Thal DR, Boche D, Brosseron F, Teunissen C, Zetterberg H, Jacobs AH, Edison P, Ramirez A, Cruchaga C, Lambert JC, Laza AR, Sanchez-Mut JV, Fischer A, Castro-Gomez S, Stein TD, Kleineidam L, Wagner M, Neher JJ, Cunningham C, Singhrao SK, Prinz M, Glass CK, Schlachetzki JCM, Butovsky O, Kleemann K, De Jaeger PL, Scheiblich H, Brown GC, Landreth G, Moutinho M, Grutzendler J, Gomez-Nicola D, McManus RM, Andreasson K, Ising C, Karabag D, Baker DJ, Liddelow SA, Verkhratsky A, Tansey M, Monsonego A, Aigner L, Dorothée G, Nave KA, Simons M, Constantin G, Rosenzweig N, Pascual A, Petzold GC, Kipnis J, Venegas C, Colonna M, Walter J, Tenner AJ, O'Banion MK, Steinert JR, Feinstein DL, Sastre M, Bhaskar K, Hong S, Schafer DP, Golde T, Ransohoff RM, Morgan D, Breitner J, Mancuso R, Riechers SP. Neuroinflammation in Alzheimer disease. Nat Rev Immunol 2025; 25:321-352. [PMID: 39653749 DOI: 10.1038/s41577-024-01104-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/09/2024] [Indexed: 02/20/2025]
Abstract
Increasing evidence points to a pivotal role of immune processes in the pathogenesis of Alzheimer disease, which is the most prevalent neurodegenerative and dementia-causing disease of our time. Multiple lines of information provided by experimental, epidemiological, neuropathological and genetic studies suggest a pathological role for innate and adaptive immune activation in this disease. Here, we review the cell types and pathological mechanisms involved in disease development as well as the influence of genetics and lifestyle factors. Given the decade-long preclinical stage of Alzheimer disease, these mechanisms and their interactions are driving forces behind the spread and progression of the disease. The identification of treatment opportunities will require a precise understanding of the cells and mechanisms involved as well as a clear definition of their temporal and topographical nature. We will also discuss new therapeutic strategies for targeting neuroinflammation, which are now entering the clinic and showing promise for patients.
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Affiliation(s)
- Michael T Heneka
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Esch-sur-Alzette/Belvaux, Luxembourg.
| | - Wiesje M van der Flier
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, Amsterdam, The Netherlands
| | - Frank Jessen
- Department of Psychiatry and Psychotherapy, University of Cologne, Cologne, Germany
| | - Jeroen Hoozemanns
- Department of Pathology, Amsterdam Neuroscience, Amsterdam University Medical Centre, Amsterdam, The Netherlands
| | - Dietmar Rudolf Thal
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
- Laboratory for Neuropathology, Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
- Laboratory for Neuropathology, Department of Imaging and Pathology, Leuven Brain Institute (LBI), Leuven, Belgium
| | - Delphine Boche
- Clinical Neurosciences, Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | | | - Charlotte Teunissen
- Department of Laboratory Medicine, VUMC Amsterdam, Amsterdam, The Netherlands
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, University of Gothenburg, Gothenburg, Sweden
| | - Andreas H Jacobs
- European Institute for Molecular Imaging, University of Münster, Münster, Germany
| | - Paul Edison
- Division of Neurology, Department of Brain Sciences, Imperial College London, London, UK
| | - Alfredo Ramirez
- Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry and Psychotherapy, University of Cologne, Cologne, Germany
- Cluster of Excellence Cellular Stress Response in Aging-associated Diseases (CECAD), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Carlos Cruchaga
- Department of Psychiatry, Washington School of Medicine in St. Louis, St. Louis, MO, USA
| | - Jean-Charles Lambert
- Université de Lille, Inserm, CHU Lille, Institut Pasteur de Lille, Lille, France
| | - Agustin Ruiz Laza
- ACE Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
| | - Jose Vicente Sanchez-Mut
- Instituto de Neurociencias, Universidad Miguel Hernández-Consejo Superior de Investigaciones Científicas (UMH-CSIC), Alicante, Spain
| | - Andre Fischer
- Clinic for Psychiatry and Psychotherapy, University Medical Center, Georg-August-University Göttingen, Göttingen, Germany
- Epigenetics and Systems Medicine in Neurodegenerative Diseases, German Centre for Neurodegenerative Disease (DZNE), Göttingen, Germany
| | - Sergio Castro-Gomez
- Center for Neurology, Clinic of Parkinson, Sleep and Movement Disorders, University Hospital Bonn, University of Bonn, Bonn, Germany
- Institute of Physiology II, University Hospital Bonn, University of Bonn, Bonn, Germany
- Institute of Clinical Chemistry and Clinical Pharmacology, University Hospital Bonn, University of Bonn, Bonn, Germany
| | - Thor D Stein
- Boston University Alzheimer's Disease Research Center and CTE Center, Department of Pathology & Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Luca Kleineidam
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry, University Hospital Bonn, University of Bonn, Bonn, Germany
| | - Michael Wagner
- Department of Neurodegenerative Disease and Geriatric Psychiatry, University Hospital Bonn, University of Bonn, Bonn, Germany
| | - Jonas J Neher
- Biomedical Center Munich, Biochemistry, Medical Faculty, LMU Munich, Munich, Germany
- Neuroimmunology and Neurodegenerative Diseases, German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Colm Cunningham
- School of Biochemistry and Immunology, Trinity Biomedical Sciences Institute (TBSI), Trinity College Dublin, Dublin, Ireland
- Trinity College Institute of Neuroscience (TCIN), Trinity College Dublin, Dublin, Ireland
| | - Sim K Singhrao
- Brain and Behaviour Centre, Faculty of Clinical and Biomedical Sciences, School of Dentistry, University of Central Lancashire, Preston, UK
| | - Marco Prinz
- Institute of Neuropathology, Medical Faculty, University of Freiburg, Freiburg, Germany
- Signalling Research Centers BIOSS and CIBSS, University of Freiburg, Freiburg, Germany
| | - Christopher K Glass
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, USA
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Johannes C M Schlachetzki
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, USA
- Department of Neurosciences, University of California San Diego, La Jolla, CA, USA
| | - Oleg Butovsky
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Kilian Kleemann
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Philip L De Jaeger
- Center for Translational and Computational Neuroimmunology, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY, USA
| | - Hannah Scheiblich
- Center for Neurology, Clinic of Parkinson, Sleep and Movement Disorders, University Hospital Bonn, University of Bonn, Bonn, Germany
| | - Guy C Brown
- Deparment of Biochemistry, University of Cambridge, Cambridge, UK
| | - Gary Landreth
- School of Medicine, Indiana University, Indianapolis, IN, USA
| | - Miguel Moutinho
- School of Medicine, Indiana University, Indianapolis, IN, USA
| | - Jaime Grutzendler
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
- Department of Neuroscience, Yale School of Medicine, New Haven, CT, USA
| | - Diego Gomez-Nicola
- School of Biological Sciences, University of Southampton, Southampton General Hospital, Southampton, UK
| | - Róisín M McManus
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Katrin Andreasson
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Christina Ising
- Cluster of Excellence Cellular Stress Response in Aging-associated Diseases (CECAD), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- Center for Molecular Medicine Cologne (CMMC), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Deniz Karabag
- Cluster of Excellence Cellular Stress Response in Aging-associated Diseases (CECAD), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Darren J Baker
- Department of Paediatric and Adolescent Medicine, Mayo Clinic, Rochester, MN, USA
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Rochester, MN, USA
| | - Shane A Liddelow
- Neuroscience Institute, NYU Grossman School of Medicine, New York City, NY, USA
- Department of Neuroscience and Physiology, NYU Grossman School of Medicine, New York City, NY, USA
- Department of Ophthalmology, NYU Grossman School of Medicine, New York City, NY, USA
| | - Alexei Verkhratsky
- Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | - Malu Tansey
- College of Medicine, University of Florida, Gainsville, FL, USA
| | - Alon Monsonego
- Department of Microbiology, Immunology and Genetics, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Ludwig Aigner
- Institute of Molecular Regenerative Medicine, Paracelsus Medical University, Salzburg, Austria
| | - Guillaume Dorothée
- Sorbonne Université, Inserm, Centre de Recherche Saint-Antoine (CRSA), Hôpital Saint-Antoine, Paris, France
| | - Klaus-Armin Nave
- Department of Neurogenetics, Max Planck Institute for Multidisciplinary Sciences, Göttingen, Germany
| | - Mikael Simons
- Institute of Neuronal Cell Biology, Technical University Munich, Munich, Germany
| | - Gabriela Constantin
- Section of General Pathology, Department of Medicine, University of Verona, Verona, Italy
| | - Neta Rosenzweig
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Alberto Pascual
- Instituto de Biomedicina de Sevilla (IBiS), Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Seville, Spain
| | - Gabor C Petzold
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Vascular Neurology, University of Bonn, Bonn, Germany
| | - Jonathan Kipnis
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
- Center for Brain Immunology and Glia (BIG), Washington University School of Medicine, St. Louis, MO, USA
| | - Carmen Venegas
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Esch-sur-Alzette/Belvaux, Luxembourg
- Departamento de Fisiología, Facultad de Medicina, Universidad de Granada, Granada, Spain
- Instituto Biosanitario de Granada (ibs.Granada), Granada, Spain
| | - Marco Colonna
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
| | - Jochen Walter
- Center of Neurology, University Hospital Bonn, University of Bonn, Bonn, Germany
| | - Andrea J Tenner
- Department of Molecular Biology & Biochemistry, University of California Irvine, Irvine, CA, USA
- Department of Neurobiology and Behaviour, University of California Irvine, Irvine, CA, USA
- Department of Pathology and Laboratory Medicine, School of Medicine, University of California Irvine, Irvine, CA, USA
| | - M Kerry O'Banion
- Department of Neuroscience, University of Rochester Medical Center, Rochester, NY, USA
- Department of Neurology, University of Rochester Medical Center, Rochester, NY, USA
| | - Joern R Steinert
- Faculty of Medicine and Health Sciences, Queen's Medical Centre, University of Nottingham, Nottingham, UK
| | - Douglas L Feinstein
- Department of NeuroAnesthesia, University of Illinois at Chicago, Chicago, IL, USA
| | - Magdalena Sastre
- Department of Brain Sciences, Imperial College London, Hammersmith Hospital, London, UK
| | - Kiran Bhaskar
- Department of Molecular Genetics & Microbiology and Neurology, University of New Mexico, Albuquerque, NM, USA
| | - Soyon Hong
- UK Dementia Research Institute, Institute of Neurology, University College London, London, UK
| | - Dorothy P Schafer
- Department of Neurobiology, Brudnick Neuropsychiatric Research Institute, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Todd Golde
- Department of Pharmacology and Chemical Biology, Emory Center for Neurodegenerative Disease, Emory University, Atlanta, GA, USA
- Department of Neurology, Emory Center for Neurodegenerative Disease, Emory University, Atlanta, GA, USA
| | | | - David Morgan
- Department of Translational Neuroscience, College of Human Medicine, Michigan State University, Grand Rapids, MI, USA
| | - John Breitner
- Department of Psychiatry, McGill University Faculty of Medicine, Montreal, Québec, Canada
| | - Renzo Mancuso
- Microglia and Inflammation in Neurological Disorders (MIND) Lab, VIB Center for Molecular Neurology, University of Antwerp, Antwerp, Belgium
- Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium
| | - Sean-Patrick Riechers
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Esch-sur-Alzette/Belvaux, Luxembourg
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6
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Ma YN, Xia Y, Karako K, Song P, Tang W, Hu X. Decoding Alzheimer's Disease: Single-Cell Sequencing Uncovers Brain Cell Heterogeneity and Pathogenesis. Mol Neurobiol 2025:10.1007/s12035-025-04997-0. [PMID: 40304967 DOI: 10.1007/s12035-025-04997-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Accepted: 04/23/2025] [Indexed: 05/02/2025]
Abstract
Alzheimer's disease (AD) is a complex neurodegenerative disorder marked by progressive cognitive decline and diverse neuropathological features. Recent advances in single-cell sequencing technologies have provided unprecedented insights into the cellular and molecular heterogeneity of the AD brain. This review systematically summarizes the applications of single-cell transcriptomic and epigenomic approaches in AD research, with a focus on the characterization of cell type- and subtype-specific transcriptomic alterations. This review highlights key discoveries related to selectively vulnerable neuronal and glial subpopulations, as well as transcriptional dysregulation associated with genetic risk loci such as APOE and TREM2. This review also discusses how the integration of single-cell RNA sequencing (scRNA-seq), assays for transposase-accessible chromatin using sequencing (ATAC-seq), and spatial transcriptomics elucidates disease trajectories and cellular communication networks across pathological stages. These insights not only enhance the understanding of the pathogenesis of AD but also pave the way for precision medicine through the identification of novel therapeutic targets and biomarkers.
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Affiliation(s)
- Ya-Nan Ma
- Department of Neurosurgery, Haikou Affiliated Hospital of Central South University Xiangya School of Medicine, Haikou, 570208, China
| | - Ying Xia
- Department of Neurosurgery, Haikou Affiliated Hospital of Central South University Xiangya School of Medicine, Haikou, 570208, China
- Integrated Neuroscience Center, Geriatric Hospital of Hainan, Haikou, 571100, China
| | - Kenji Karako
- Department of Surgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Peipei Song
- Division of Global Health & Medicine, National Center for Global Health and Medicine, Tokyo, Japan.
- National College of Nursing, Tokyo, Japan.
| | - Wei Tang
- Department of Surgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
- Division of Global Health & Medicine, National Center for Global Health and Medicine, Tokyo, Japan
| | - Xiqi Hu
- Department of Neurosurgery, Haikou Affiliated Hospital of Central South University Xiangya School of Medicine, Haikou, 570208, China.
- Integrated Neuroscience Center, Geriatric Hospital of Hainan, Haikou, 571100, China.
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7
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Su G, Wang H, Zhang Y, Wilkins MR, Canete PF, Yu D, Yang Y, Zhang W. Inferring gene regulatory networks by hypergraph generative model. CELL REPORTS METHODS 2025; 5:101026. [PMID: 40220759 DOI: 10.1016/j.crmeth.2025.101026] [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: 06/23/2024] [Revised: 01/16/2025] [Accepted: 03/20/2025] [Indexed: 04/14/2025]
Abstract
We present hypergraph variational autoencoder (HyperG-VAE), a Bayesian deep generative model that leverages hypergraph representation to model single-cell RNA sequencing (scRNA-seq) data. The model features a cell encoder with a structural equation model to account for cellular heterogeneity and construct gene regulatory networks (GRNs) alongside a gene encoder using hypergraph self-attention to identify gene modules. The synergistic optimization of encoders via a decoder improves GRN inference, single-cell clustering, and data visualization, as validated by benchmarks. HyperG-VAE effectively uncovers gene regulation patterns and demonstrates robustness in downstream analyses, as shown in B cell development data from bone marrow. Gene set enrichment analysis of overlapping genes in predicted GRNs confirms the gene encoder's role in refining GRN inference. Offering an efficient solution for scRNA-seq analysis and GRN construction, HyperG-VAE also holds the potential for extending GRN modeling to temporal and multimodal single-cell omics.
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Affiliation(s)
- Guangxin Su
- School of Computer Science and Engineering, The University of New South Wales, Sydney, NSW, Australia; ARC Centre of Excellence for the Mathematical Analysis of Cellular Systems (MACSYS), Melbourne, VIC, Australia
| | - Hanchen Wang
- ARC Centre of Excellence for the Mathematical Analysis of Cellular Systems (MACSYS), Melbourne, VIC, Australia; Australian Artificial Intelligence Institute, The University of Technology Sydney, Sydney, NSW, Australia
| | - Ying Zhang
- School of Computer Science and Technology, Zhejiang Gongshang University, Zhejiang, China
| | - Marc R Wilkins
- ARC Centre of Excellence for the Mathematical Analysis of Cellular Systems (MACSYS), Melbourne, VIC, Australia; Systems Biology Initiative, School of Biotechnology and Biomolecular Sciences, The University of New South Wales, Sydney, NSW, Australia
| | - Pablo F Canete
- Frazer Institute, Faculty of Health, Medicine and Behaviour Sciences, The University of Queensland, Brisbane, QLD, Australia
| | - Di Yu
- Frazer Institute, Faculty of Health, Medicine and Behaviour Sciences, The University of Queensland, Brisbane, QLD, Australia; Ian Frazer Centre for Children's Immunotherapy Research, Child Health Research Centre, Faculty of Health, Medicine and Behaviour Sciences, The University of Queensland, Brisbane, QLD, Australia
| | - Yang Yang
- Frazer Institute, Faculty of Health, Medicine and Behaviour Sciences, The University of Queensland, Brisbane, QLD, Australia.
| | - Wenjie Zhang
- School of Computer Science and Engineering, The University of New South Wales, Sydney, NSW, Australia; ARC Centre of Excellence for the Mathematical Analysis of Cellular Systems (MACSYS), Melbourne, VIC, Australia.
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8
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Zhang Y, Zhang S, Zhao X, Wu P, Ying Y, Wu L, Zhuang J, Chen Z, Chao Y, Dong X, Zhao RC, Wang J. ATP11B Modulates Microglial Lipid Metabolism and Alleviates Alzheimer's Disease Pathology. MedComm (Beijing) 2025; 6:e70139. [PMID: 40123832 PMCID: PMC11928880 DOI: 10.1002/mco2.70139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 11/28/2024] [Accepted: 12/21/2024] [Indexed: 03/25/2025] Open
Abstract
Abnormal lipid metabolism in microglia leads to the formation of pathological lipid droplets (LDs), a phenomenon also observed in neurodegenerative diseases such as Alzheimer's disease (AD). The abnormal accumulation of LDs disrupts normal cellular function and exacerbates the pathological process of AD. ATP11B is a P4-ATPase and the expression of Atp11b changes in the brain of patients with AD and diseases of lipid metabolism. The present study aimed to explore the regulatory role of ATP11B in microglial lipid metabolism and assess the potential of ATP11B as a therapeutic target for AD. Atp11b deficiency caused excessive fatty acid uptake and activated the PPAR signaling pathway, resulting in abnormal synthesis of neutral lipids and mitochondrial energy metabolism in microglia. Further results showed that Atp11b deficiency led to the accumulation of pathological LDs in microglia and AD mice. Conversely, overexpression of Atp11b alleviated exploratory behavior impairment, learning and memory impairment, LD accumulation, beta-amyloid (Aβ) deposition, and inflammatory response in the brain of AD mice. These findings provide important clues for a better understanding of the pathogenesis of AD and for developing novel therapeutic strategies.
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Affiliation(s)
- Yuchen Zhang
- School of Life SciencesShanghai UniversityShanghaiChina
- School of MedicineShanghai UniversityShanghaiChina
| | - Shibo Zhang
- School of Life SciencesShanghai UniversityShanghaiChina
| | - Xuyu Zhao
- School of Life SciencesShanghai UniversityShanghaiChina
| | - Peiru Wu
- School of Life SciencesShanghai UniversityShanghaiChina
| | - Yiwei Ying
- School of Life SciencesShanghai UniversityShanghaiChina
- School of MedicineShanghai UniversityShanghaiChina
| | - Lingling Wu
- School of Life SciencesShanghai UniversityShanghaiChina
- School of MedicineShanghai UniversityShanghaiChina
| | - Junyi Zhuang
- School of Life SciencesShanghai UniversityShanghaiChina
| | - Zixin Chen
- School of Life SciencesShanghai UniversityShanghaiChina
| | - Yufan Chao
- School of MedicineShanghai UniversityShanghaiChina
| | - Xin Dong
- School of MedicineShanghai UniversityShanghaiChina
| | - Robert Chunhua Zhao
- School of Life SciencesShanghai UniversityShanghaiChina
- Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical CollegeBeijingChina
- Centre of Excellence in Tissue EngineeringChinese Academy of Medical SciencesBeijingChina
- Beijing Key Laboratory of New Drug Development and Clinical Trial of Stem Cell Therapy (BZ0381)BeijingChina
| | - Jiao Wang
- School of Life SciencesShanghai UniversityShanghaiChina
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9
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Liu M, Zhu J, Zheng J, Han X, Jiang L, Tong X, Ke Y, Guo Z, Huang W, Cong J, Liu M, Lin SY, Zhu S, Mei L, Zhang X, Zhang W, Xin WJ, Zhang Z, Guo Y, Chen R. GPNMB and ATP6V1A interact to mediate microglia phagocytosis of multiple types of pathological particles. Cell Rep 2025; 44:115343. [PMID: 39992792 DOI: 10.1016/j.celrep.2025.115343] [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: 03/07/2024] [Revised: 10/14/2024] [Accepted: 01/31/2025] [Indexed: 02/26/2025] Open
Abstract
Pronounced elevation of glycoprotein non-metastatic melanoma B (GPNMB) is a common phenomenon in a variety of brain diseases, but the expression patterns, functions, and molecular signaling of GPNMB have not been well studied. Here, we showed that pathological factors, including neuronal degeneration caused by seizures, caspase-3-induced neuronal apoptosis, neuronal debris, and β-amyloid, induced "on-demand" GPNMB expression in hippocampal microglia. Genetic ablation of GPNMB did not affect acute seizures but worsened chronic epileptogenesis. We found that GPNMB functioned in phagocytosis, deficiency of which resulted in defects in both phagocytic engulfment and degradation. GPNMB could be internalized into cells, where it wrapped engulfed pathogenic particles and presented them to lysosomes through interaction with lysosomal vacuolar-type proton ATPase catalytic subunit A (ATP6V1A). Activating ATP6V1A was able to rescue GPNMB-deficiency-caused phagocytosis impairment. Thus, microglial GPNMB-ATP6V1A might be a common treatment target of a batch of chronic neurological disorders, and clearing the degenerative neurons might be more valuable than reserving them to protect the brain.
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Affiliation(s)
- Mei Liu
- Guangdong Province Key Laboratory of Psychiatric Disorders, Department of Neurobiology, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China
| | - Jianping Zhu
- Guangdong Province Key Laboratory of Psychiatric Disorders, Department of Neurobiology, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China
| | - Jiawei Zheng
- The National Key Clinic Specialty, The Engineering Technology Research Center of Education Ministry of China, Guangdong Provincial Key Laboratory on Brain Function Repair and Regeneration, Department of Neurosurgery, Zhujiang Hospital, Southern Medical University, Guangzhou 510282, China; Guangdong Province Key Laboratory of Psychiatric Disorders, Department of Neurobiology, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China
| | - Xuan Han
- Guangdong Province Key Laboratory of Psychiatric Disorders, Department of Neurobiology, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China
| | - Lijuan Jiang
- Guangdong Province Key Laboratory of Psychiatric Disorders, Department of Neurobiology, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China
| | - Xiangzhen Tong
- Guangdong Province Key Laboratory of Psychiatric Disorders, Department of Neurobiology, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China
| | - Yue Ke
- Guangdong Province Key Laboratory of Psychiatric Disorders, Department of Neurobiology, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China
| | - Zhipeng Guo
- Guangdong Province Key Laboratory of Psychiatric Disorders, Department of Neurobiology, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China
| | - Weiyuan Huang
- Guangdong Province Key Laboratory of Psychiatric Disorders, Department of Neurobiology, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China
| | - Jin Cong
- Guangdong Province Key Laboratory of Psychiatric Disorders, Department of Neurobiology, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China
| | - Meiqiu Liu
- Guangdong Province Key Laboratory of Psychiatric Disorders, Department of Neurobiology, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China
| | - Su-Yan Lin
- Guangdong Province Key Laboratory of Brain Function and Disease, Department of Physiology, Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou 510080, China
| | - Shuang Zhu
- Department of Joint and Orthopedics, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong Province, China
| | - Li Mei
- Department of Anesthesiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou 519041, China
| | - Xingmei Zhang
- Key Laboratory of Mental Health of the Ministry of Education, Guangdong-Hong Kong-Macao Greater Bay Area Center for Brain Science and Brain-Inspired Intelligence, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China
| | - Wangming Zhang
- The National Key Clinic Specialty, The Engineering Technology Research Center of Education Ministry of China, Guangdong Provincial Key Laboratory on Brain Function Repair and Regeneration, Department of Neurosurgery, Zhujiang Hospital, Southern Medical University, Guangzhou 510282, China
| | - Wen-Jun Xin
- Guangdong Province Key Laboratory of Brain Function and Disease, Department of Physiology, Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou 510080, China
| | - Zhenhai Zhang
- Center for Precision Medicine, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou 519041, China.
| | - Yanwu Guo
- The National Key Clinic Specialty, The Engineering Technology Research Center of Education Ministry of China, Guangdong Provincial Key Laboratory on Brain Function Repair and Regeneration, Department of Neurosurgery, Zhujiang Hospital, Southern Medical University, Guangzhou 510282, China.
| | - Rongqing Chen
- The National Key Clinic Specialty, The Engineering Technology Research Center of Education Ministry of China, Guangdong Provincial Key Laboratory on Brain Function Repair and Regeneration, Department of Neurosurgery, Zhujiang Hospital, Southern Medical University, Guangzhou 510282, China; Key Laboratory of Mental Health of the Ministry of Education, Guangdong-Hong Kong-Macao Greater Bay Area Center for Brain Science and Brain-Inspired Intelligence, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China.
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10
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Zhan H, Cammann D, Cummings JL, Dong X, Chen J. Biomarker identification for Alzheimer's disease through integration of comprehensive Mendelian randomization and proteomics data. J Transl Med 2025; 23:278. [PMID: 40050982 PMCID: PMC11884171 DOI: 10.1186/s12967-025-06317-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Accepted: 02/23/2025] [Indexed: 03/10/2025] Open
Abstract
BACKGROUND Alzheimer's disease (AD) is the main cause of dementia with few effective therapies. We aimed to identify potential plasma biomarkers or drug targets for AD by investigating the causal association between plasma proteins and AD by integrating comprehensive Mendelian randomization (MR) and multi-omics data. METHODS Using two-sample MR, cis protein quantitative trait loci (cis-pQTLs) for 1,916 plasma proteins were used as an exposure to infer their causal effect on AD liability in individuals of European ancestry, with two large-scale AD genome-wide association study (GWAS) datasets as the outcome for discovery and replication. Significant causal relationships were validated by sensitivity analyses, reverse MR analysis, and Bayesian colocalization analysis. Additionally, we investigated the causal associations at the transcriptional level with cis gene expression quantitative trait loci (cis-eQTLs) data across brain tissues and blood in European ancestry populations, as well as causal plasma proteins in African ancestry populations. RESULTS In those of European ancestry, the genetically predicted levels of five plasma proteins (BLNK, CD2AP, GRN, PILRA, and PILRB) were causally associated with AD. Among these five proteins, GRN was protective against AD, while the rest were risk factors. Consistent causal effects were found in the brain for cis-eQTLs of GRN, BLNK, and CD2AP, while the same was true for PILRA in the blood. None of the plasma proteins were significantly associated with AD in persons of African ancestry. CONCLUSIONS Comprehensive MR analyses with multi-omics data identified five plasma proteins that had causal effects on AD, highlighting potential biomarkers or drug targets for better diagnosis and treatment for AD.
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Affiliation(s)
- Hui Zhan
- Interdisciplinary Neuroscience Program, University of Nevada, Las Vegas (UNLV), Las Vegas, NV, USA
- Nevada Institute of Personalized Medicine, University of Nevada, Las Vegas (UNLV), Las Vegas, NV, USA
| | - Davis Cammann
- Nevada Institute of Personalized Medicine, University of Nevada, Las Vegas (UNLV), Las Vegas, NV, USA
- School of Life Science, University of Nevada, Las Vegas (UNLV), Las Vegas, NV, USA
| | - Jeffrey L Cummings
- Chambers-Grundy Center for Transformative Neuroscience, Department of Brain Health, Kirk Kerkorian School of Medicine, University of Nevada, Las Vegas (UNLV), Las Vegas, NV, USA
| | - Xianjun Dong
- Stephen and Denise Adams Center for Parkinson's Disease Research, Yale School of Medicine, Yale University, New Haven, CT, USA
- Department of Neurology and Section of Biomedical Informatics and Data Science (BIDS), Yale School of Medicine, Yale University, New Haven, CT, USA
| | - Jingchun Chen
- Interdisciplinary Neuroscience Program, University of Nevada, Las Vegas (UNLV), Las Vegas, NV, USA.
- Nevada Institute of Personalized Medicine, University of Nevada, Las Vegas (UNLV), Las Vegas, NV, USA.
- School of Life Science, University of Nevada, Las Vegas (UNLV), Las Vegas, NV, USA.
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11
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Kim GS, Harmon E, Gutierrez MC, Kim S, Vance L, Burrous H, Stephenson JM, Chauhan A, Banerjee A, Wise Z, Doan A, Ahn J, Wu T, Bautista-Garrido J, Lee J, Tan C, Jung JE, McCullough LD, Wythe JD, Marrelli SP. Single-cell analysis identifies Ifi27l2a as a gene regulator of microglial inflammation in the context of aging and stroke in mice. Nat Commun 2025; 16:1639. [PMID: 39953063 PMCID: PMC11828888 DOI: 10.1038/s41467-025-56847-1] [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: 02/06/2023] [Accepted: 02/03/2025] [Indexed: 02/17/2025] Open
Abstract
Inflammation is a significant driver of ischemic stroke pathology in the brain. To identify potential regulators of inflammation, we performed single-cell RNA sequencing (scRNA-seq) of young and aged mouse brains following stroke and found that interferon alpha-inducible protein 27 like 2 A (Ifi27l2a) was significantly up-regulated, particularly in microglia of aged brain. Ifi27l2a is induced by interferons for viral host defense and has been linked with pro-inflammatory cellular mechanisms. However, its potential role in neurodegeneration is unknown. Using a combination of cell culture, experimental stroke models in mice, and human autopsy brain samples, we demonstrated that induction of Ifi27l2a occurs in microglia in response to aging, ischemic stroke, and pro-inflammatory molecules. We further showed that induction of Ifi27l2a in microglia was sufficient to stimulate mitochondrial ROS production and promote a pro-inflammatory phenotype. Lastly, using an ischemic stroke model, we demonstrated that hemizygous deletion of Ifi27l2a (Ifi27l2a+/- mice) reduced gliosis (microgliosis and astrogliosis), acute and chronic brain injury, and motor function deficits. Together, these findings identify Ifi27l2a as a critical neuroinflammatory mediator in ischemic stroke and provide support for the therapeutic strategy of disrupting Ifi27l2a to attenuate inflammation in the post-stroke brain.
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Affiliation(s)
- Gab Seok Kim
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA.
- BRAINS Research Laboratories at UTHealth, Houston, TX, USA.
| | - Elisabeth Harmon
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
- BRAINS Research Laboratories at UTHealth, Houston, TX, USA
| | - Manuel C Gutierrez
- Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA
| | - Sodam Kim
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
- BRAINS Research Laboratories at UTHealth, Houston, TX, USA
| | - Lauren Vance
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
- BRAINS Research Laboratories at UTHealth, Houston, TX, USA
| | - Haven Burrous
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
- BRAINS Research Laboratories at UTHealth, Houston, TX, USA
| | - Jessica M Stephenson
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Anjali Chauhan
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
- BRAINS Research Laboratories at UTHealth, Houston, TX, USA
| | - Anik Banerjee
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
- BRAINS Research Laboratories at UTHealth, Houston, TX, USA
| | - Zachary Wise
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Andrea Doan
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
- BRAINS Research Laboratories at UTHealth, Houston, TX, USA
| | - John Ahn
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Ting Wu
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
- BRAINS Research Laboratories at UTHealth, Houston, TX, USA
| | - Jesus Bautista-Garrido
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Juneyoung Lee
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
- BRAINS Research Laboratories at UTHealth, Houston, TX, USA
| | - Chunfeng Tan
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
- BRAINS Research Laboratories at UTHealth, Houston, TX, USA
| | - Joo Eun Jung
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Louise D McCullough
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
- BRAINS Research Laboratories at UTHealth, Houston, TX, USA
| | - Joshua D Wythe
- Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX, USA
- Department of Cell Biology, University of Virginia School of Medicine, Charlottesville, VA, USA
- Department of Neuroscience, University of Virginia School of Medicine, Charlottesville, VA, USA
- Brain, Immunology, and Glia (BIG) Center, University of Virginia School of Medicine, Charlottesville, VA, USA
- Robert M. Berne Cardiovascular Research Center, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Sean P Marrelli
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA.
- BRAINS Research Laboratories at UTHealth, Houston, TX, USA.
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12
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Nakatsuka N, Adler D, Jiang L, Hartman A, Cheng E, Klann E, Satija R. A Reproducibility Focused Meta-Analysis Method for Single-Cell Transcriptomic Case-Control Studies Uncovers Robust Differentially Expressed Genes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2024.10.15.618577. [PMID: 39463993 PMCID: PMC11507907 DOI: 10.1101/2024.10.15.618577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/29/2024]
Abstract
We assessed the reproducibility of differentially expressed genes (DEGs) in previously published Alzheimer's (AD), Parkinson's (PD), Schizophrenia (SCZ), and COVID-19 scRNA-seq studies. While transcriptional scores from DEGs of individual PD and COVID-19 datasets had moderate predictive power for case-control status of other datasets (AUC=0.77 and 0.75), genes from individual AD and SCZ datasets had poor predictive power (AUC=0.68 and 0.55). We developed a non-parametric meta-analysis method, SumRank, based on reproducibility of relative differential expression ranks across datasets, and found DEGs with improved predictive power (AUC=0.88, 0.91, 0.78, and 0.62). By multiple other metrics, specificity and sensitivity of these genes were substantially higher than those discovered by dataset merging and inverse variance weighted p-value aggregation methods. The DEGs revealed known and novel biological pathways, and we validate BCAT1 as down-regulated in AD mouse oligodendrocytes. Lastly, we evaluate factors influencing reproducibility of individual studies as a prospective guide for experimental design.
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13
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Haglund A, Zuber V, Abouzeid M, Yang Y, Ko JH, Wiemann L, Otero-Jimenez M, Muhammed L, Feleke R, Nott A, Mills JD, Laaniste L, Gveric DO, Clode D, Babtie AC, Pagni S, Bellampalli R, Somani A, McDade K, Anink JJ, Mesarosova L, Fancy N, Willumsen N, Smith A, Jackson J, Alegre-Abarrategui J, Aronica E, Matthews PM, Thom M, Sisodiya SM, Srivastava PK, Malhotra D, Bryois J, Bottolo L, Johnson MR. Cell state-dependent allelic effects and contextual Mendelian randomization analysis for human brain phenotypes. Nat Genet 2025; 57:358-368. [PMID: 39794547 PMCID: PMC11821528 DOI: 10.1038/s41588-024-02050-9] [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: 11/22/2022] [Accepted: 12/04/2024] [Indexed: 01/13/2025]
Abstract
Gene expression quantitative trait loci are widely used to infer relationships between genes and central nervous system (CNS) phenotypes; however, the effect of brain disease on these inferences is unclear. Using 2,348,438 single-nuclei profiles from 391 disease-case and control brains, we report 13,939 genes whose expression correlated with genetic variation, of which 16.7-40.8% (depending on cell type) showed disease-dependent allelic effects. Across 501 colocalizations for 30 CNS traits, 23.6% had a disease dependency, even after adjusting for disease status. To estimate the unconfounded effect of genes on outcomes, we repeated the analysis using nondiseased brains (n = 183) and reported an additional 91 colocalizations not present in the larger mixed disease and control dataset, demonstrating enhanced interpretation of disease-associated variants. Principled implementation of single-cell Mendelian randomization in control-only brains identified 140 putatively causal gene-trait associations, of which 11 were replicated in the UK Biobank, prioritizing candidate peripheral biomarkers predictive of CNS outcomes.
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Grants
- MR/W029790/1 RCUK | Medical Research Council (MRC)
- MR/S02638X/1 RCUK | Medical Research Council (MRC)
- MR/W029790/1) RCUK | Medical Research Council (MRC)
- EP/N510129/1 RCUK | Engineering and Physical Sciences Research Council (EPSRC)
- DH | National Institute for Health Research (NIHR)
- Brain tissue samples and associated clinical and neuropathological data were supplied by the Parkinson’s UK Brain Bank at Imperial, funded by Parkinson’s UK, a charity registered in England and Wales (258197) and in Scotland (SC037554); the Oxford Brain Bank, supported by the Medical Research Council (MRC), Brains for Dementia Research (BDR) (Alzheimer Society and Alzheimer Research UK), Autistica UK and the NIHR Oxford Biomedical Research Centre; the Edinburgh Brain Bank supported by the MRC; and the Amsterdam Medical Centre Brain Bank. In addition, we also acknowledge the support of the Epilepsy Society from the Department of Health’s NIHR Biomedical Research Centres funding scheme.
- UK Dementia Research Institute, which receives its funding from UK DRI Ltd, funded by the UK MRC, Alzheimer’s Society, and Alzheimer’s Research UK
- Epilepsy Society UK
- Brain tissue samples and associated clinical and neuropathological data were supplied by the Parkinson’s UK Brain Bank at Imperial, funded by Parkinson’s UK, a charity registered in England and Wales (258197) and in Scotland (SC037554);
- UK Dementia Research Institute, which receives its funding from UK DRI Ltd, funded by the UK MRC, Alzheimer’s Society, and Alzheimer’s Research UK.
- Alan Turing Institute
- Alan Turing institute under UKRI EPSRC (EP/N510129/1) and Marmaduke Sheild Fund.
- the Edinburgh Brain Bank supported by the MRC
- Amsterdam Medical Centre Brain Bank
- Epilepsy Society from the Department of Health’s NIHR Biomedical Research Centres funding scheme.
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Affiliation(s)
- Alexander Haglund
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK
| | - Verena Zuber
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- MRC Centre for Environment and Health, School of Public Health, Imperial College London, London, UK
- UK Dementia Research Institute at Imperial College, Imperial College London, London, UK
| | - Maya Abouzeid
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK
| | - Yifei Yang
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK
| | - Jeong Hun Ko
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK
| | - Liv Wiemann
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK
| | - Maria Otero-Jimenez
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK
| | - Louwai Muhammed
- Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Rahel Feleke
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK
| | - Alexi Nott
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK
- UK Dementia Research Institute at Imperial College, Imperial College London, London, UK
| | - James D Mills
- Departments of Neuropathology and Clinical and Experimental Epilepsy, UCL Queen Square Institute of Neurology, London, UK
- Chalfont Centre for Epilepsy, Chalfont St Peter, UK
- Amsterdam UMC, University of Amsterdam, Department of (Neuro)pathology, Amsterdam Neuroscience, Amsterdam, The Netherlands
| | - Liisi Laaniste
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK
| | - Djordje O Gveric
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK
| | - Daniel Clode
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK
| | - Ann C Babtie
- University of Exeter Medical School, University of Exeter, Exeter, UK
| | - Susanna Pagni
- Departments of Neuropathology and Clinical and Experimental Epilepsy, UCL Queen Square Institute of Neurology, London, UK
- Chalfont Centre for Epilepsy, Chalfont St Peter, UK
| | - Ravishankara Bellampalli
- Departments of Neuropathology and Clinical and Experimental Epilepsy, UCL Queen Square Institute of Neurology, London, UK
- Chalfont Centre for Epilepsy, Chalfont St Peter, UK
| | - Alyma Somani
- Departments of Neuropathology and Clinical and Experimental Epilepsy, UCL Queen Square Institute of Neurology, London, UK
| | - Karina McDade
- Department of Neuropathology, University of Edinburgh, Edinburgh, UK
| | - Jasper J Anink
- Amsterdam UMC, University of Amsterdam, Department of (Neuro)pathology, Amsterdam Neuroscience, Amsterdam, The Netherlands
| | - Lucia Mesarosova
- Amsterdam UMC, University of Amsterdam, Department of (Neuro)pathology, Amsterdam Neuroscience, Amsterdam, The Netherlands
| | - Nurun Fancy
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK
- UK Dementia Research Institute at Imperial College, Imperial College London, London, UK
| | - Nanet Willumsen
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK
- UK Dementia Research Institute at Imperial College, Imperial College London, London, UK
| | - Amy Smith
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK
- UK Dementia Research Institute at Imperial College, Imperial College London, London, UK
| | - Johanna Jackson
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK
- UK Dementia Research Institute at Imperial College, Imperial College London, London, UK
| | | | - Eleonora Aronica
- Amsterdam UMC, University of Amsterdam, Department of (Neuro)pathology, Amsterdam Neuroscience, Amsterdam, The Netherlands
- Stichting Epilepsie Instellingen Nederland (SEIN), Heemstede, The Netherlands
| | - Paul M Matthews
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK
- UK Dementia Research Institute at Imperial College, Imperial College London, London, UK
| | - Maria Thom
- Departments of Neuropathology and Clinical and Experimental Epilepsy, UCL Queen Square Institute of Neurology, London, UK
| | - Sanjay M Sisodiya
- Departments of Neuropathology and Clinical and Experimental Epilepsy, UCL Queen Square Institute of Neurology, London, UK
- Chalfont Centre for Epilepsy, Chalfont St Peter, UK
| | | | - Dheeraj Malhotra
- Roche Pharma Research and Early Development, Neuroscience and Rare Diseases Research, Roche Innovation Center, Basel, Switzerland
- MS Research Unit, Biogen, Cambridge, MA, USA
| | - Julien Bryois
- Roche Pharma Research and Early Development, Neuroscience and Rare Diseases Research, Roche Innovation Center, Basel, Switzerland
| | - Leonardo Bottolo
- Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge, UK.
- Alan Turing Institute, London, UK.
- MRC Biostatistics Unit, School of Clinical Medicine, University of Cambridge, Cambridge, UK.
| | - Michael R Johnson
- Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, UK.
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14
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Derevyanko A, Tao T, Allen NJ. Common alterations to astrocytes across neurodegenerative disorders. Curr Opin Neurobiol 2025; 90:102970. [PMID: 39879721 DOI: 10.1016/j.conb.2025.102970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 12/16/2024] [Accepted: 01/02/2025] [Indexed: 01/31/2025]
Abstract
Astrocytes perform multiple functions in the nervous system, many of which are altered in neurodegenerative disorders. In this review, we explore shared astrocytic alterations across neurodegenerative disorders, including Alzheimer's disease, Huntington's disease, Parkinson's disease, amyotrophic lateral sclerosis, and frontotemporal lobe degeneration. Assessing recent datasets of single-nucleus RNA-sequencing of human brains, a theme emerges of common alterations in astrocyte state across disorders including in neuroinflammation, synaptic organization, metabolic support, and the cellular stress response. Immune pathways are upregulated by astrocytes across disorders and may exacerbate neurodegeneration. Dysregulated expression of synaptogenic factors could contribute to synaptic loss, while compromised metabolic support affects neuronal homeostasis. On the other hand, upregulated responses to cellular stress may represent a protective response of astrocytes and thus mitigate pathology. Understanding these shared responses offers insights into disease progression and provides potential therapeutic targets for various neurodegenerative disorders.
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Affiliation(s)
- Aksinya Derevyanko
- Salk Institute for Biological Studies, Molecular Neurobiology Laboratory, 10010 North Torrey Pines Rd, La Jolla, CA, 92037, USA
| | - Tao Tao
- Salk Institute for Biological Studies, Molecular Neurobiology Laboratory, 10010 North Torrey Pines Rd, La Jolla, CA, 92037, USA
| | - Nicola J Allen
- Salk Institute for Biological Studies, Molecular Neurobiology Laboratory, 10010 North Torrey Pines Rd, La Jolla, CA, 92037, USA.
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15
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Wehbe F, Adams L, Babadoudou J, Yuen S, Kim YS, Tanaka Y. Inferring disease progression stages in single-cell transcriptomics using a weakly supervised deep learning approach. Genome Res 2025; 35:135-146. [PMID: 39622637 PMCID: PMC11789631 DOI: 10.1101/gr.278812.123] [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: 12/04/2023] [Accepted: 11/26/2024] [Indexed: 01/11/2025]
Abstract
Application of single-cell/nucleus genomic sequencing to patient-derived tissues offers potential solutions to delineate disease mechanisms in humans. However, individual cells in patient-derived tissues are in different pathological stages, and hence, such cellular variability impedes subsequent differential gene expression analyses. To overcome such a heterogeneity issue, we present a novel deep learning approach, scIDST, that infers disease progression levels of individual cells with weak supervision framework. The disease progression-inferred cells display significant differential expression of disease-relevant genes, which cannot be detected by comparative analysis between patients and healthy donors. In addition, we demonstrate that pretrained models by scIDST are applicable to multiple independent data resources and are advantageous to infer cells related to certain disease risks and comorbidities. Taken together, scIDST offers a new strategy of single-cell sequencing analysis to identify bona fide disease-associated molecular features.
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Affiliation(s)
- Fabien Wehbe
- Maisonneuve-Rosemont Hospital Research Center (CRHMR), Department of Medicine, University of Montreal, Quebec H1T 2M4, Canada
| | - Levi Adams
- RWJMS Institute for Neurological Therapeutics, Rutgers-Robert Wood Johnson Medical School, Piscataway, New Jersey 08854, USA
- Department of Biology, Bates College, Lewiston, Maine 04240, USA
| | - Jordan Babadoudou
- Maisonneuve-Rosemont Hospital Research Center (CRHMR), Department of Medicine, University of Montreal, Quebec H1T 2M4, Canada
| | - Samantha Yuen
- Maisonneuve-Rosemont Hospital Research Center (CRHMR), Department of Medicine, University of Montreal, Quebec H1T 2M4, Canada
| | - Yoon-Seong Kim
- RWJMS Institute for Neurological Therapeutics, Rutgers-Robert Wood Johnson Medical School, Piscataway, New Jersey 08854, USA
| | - Yoshiaki Tanaka
- Maisonneuve-Rosemont Hospital Research Center (CRHMR), Department of Medicine, University of Montreal, Quebec H1T 2M4, Canada;
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16
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Liu H, Tan AYS, Mehrabi NF, Turner CP, Curtis MA, Faull RLM, Dragunow M, Singh-Bains MK, Smith AM. Astrocytic proteins involved in regulation of the extracellular environment are increased in the Alzheimer's disease middle temporal gyrus. Neurobiol Dis 2025; 204:106749. [PMID: 39603277 DOI: 10.1016/j.nbd.2024.106749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 11/21/2024] [Accepted: 11/22/2024] [Indexed: 11/29/2024] Open
Abstract
Alzheimer's disease (AD) has complex pathophysiology involving numerous cell types and brain processes. Astrocyte involvement in AD is gaining increased attention, however a complete characterisation of astrocytic changes in the AD human brain is warranted. Astrocytes perform important homeostatic functions including regulation of the extracellular microenvironment, critical for the health of all brain cells. We have investigated changes to key astrocyte proteins involved in the regulation of CNS extracellular environment in the human AD middle temporal gyrus (MTG): aquaporin-4 (AQP-4), glutamate transporter-1 (GLT-1) and inwardly-rectifying potassium channel 4.1 (Kir4.1). We have used a high-throughput human brain tissue microarray platform with automated quantitative image analysis to measure protein changes in a large cohort of neurological control and AD cases. We found increased astrocytic glial acidic fibrillary protein (GFAP), AQP-4, GLT-1 and Kir4.1 expression that correlates with advancing Braak stage, increasing amyloid pathology and, to a greater extent, the degree of tau pathology. We confirmed that Kir4.1 immunostaining is predominantly found in astrocytes and revealed a novel redistribution of Kir4.1 protein expression into astrocytic processes in the AD MTG. Our study presents novel and potentially modifiable glial changes in the AD human brain that are critical to our understanding of disease pathogenesis.
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Affiliation(s)
- Henry Liu
- Centre for Brain Research and Department of Pharmacology and Clinical Pharmacology, University of Auckland, New Zealand
| | - Adelie Y S Tan
- Centre for Brain Research and Department of Anatomy and Medical Imaging, University of Auckland, Auckland, New Zealand
| | - Nasim F Mehrabi
- Centre for Brain Research and Department of Pharmacology and Clinical Pharmacology, University of Auckland, New Zealand
| | - Clinton P Turner
- Department of Anatomical Pathology, Pathology and Laboratory Medicine, Auckland City Hospital, Auckland, New Zealand
| | - Maurice A Curtis
- Centre for Brain Research and Department of Anatomy and Medical Imaging, University of Auckland, Auckland, New Zealand
| | - Richard L M Faull
- Centre for Brain Research and Department of Anatomy and Medical Imaging, University of Auckland, Auckland, New Zealand
| | - Mike Dragunow
- Centre for Brain Research and Department of Pharmacology and Clinical Pharmacology, University of Auckland, New Zealand
| | - Malvindar K Singh-Bains
- Centre for Brain Research and Department of Anatomy and Medical Imaging, University of Auckland, Auckland, New Zealand
| | - Amy M Smith
- Centre for Brain Research and Department of Pharmacology and Clinical Pharmacology, University of Auckland, New Zealand.
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17
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Cabral-Miranda F, Matias I, Gomes FCA. Astrocytic proteostasis in the tale of aging and neurodegeneration. Ageing Res Rev 2025; 103:102580. [PMID: 39557299 DOI: 10.1016/j.arr.2024.102580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 11/05/2024] [Accepted: 11/09/2024] [Indexed: 11/20/2024]
Abstract
Homeostasis of proteins (proteostasis), which governs protein processing, folding, quality control, and degradation, is a fundamental cellular process that plays a pivotal role in various neurodegenerative diseases and in the natural aging process of the mammalian brain. While the role of neuronal proteostasis in neuronal physiology is well characterized, the contribution of proteostasis of glial cells, particularly of astrocytes, has received fairly less attention in this context. Here, we summarize recent data highlighting proteostasis dysfunction in astrocytes and its putative implication to neurodegenerative diseases and aging. We discuss how distinct proteostasis nodes and pathways in astrocytes may specifically contribute to brain function and different age-associated pathologies. Finally, we argue that the understanding of astrocytic proteostasis role in neuronal physiology and functional decay may arise as a potential new avenue of intervention in neurodegenerative diseases and grant relevant data in the biology of aging.
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Affiliation(s)
- Felipe Cabral-Miranda
- Institute of Biomedical Sciences, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.
| | - Isadora Matias
- Institute of Biomedical Sciences, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
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18
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Luo X, Luo B, Fei L, Zhang Q, Liang X, Chen Y, Zhou X. MS4A superfamily molecules in tumors, Alzheimer's and autoimmune diseases. Front Immunol 2024; 15:1481494. [PMID: 39717774 PMCID: PMC11663944 DOI: 10.3389/fimmu.2024.1481494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Accepted: 11/12/2024] [Indexed: 12/25/2024] Open
Abstract
MS4A (membrane-spanning 4-domain, subfamily A) molecules are categorized into tetraspanins, which possess four-transmembrane structures. To date, eighteen MS4A members have been identified in humans, whereas twenty-three different molecules have been identified in mice. MS4A proteins are selectively expressed on the surfaces of various immune cells, such as B cells (MS4A1), mast cells (MS4A2), macrophages (MS4A4A), Foxp3+CD4+ regulatory T cells (MS4A4B), and type 3 innate lymphoid cells (TMEM176A and TMEM176B). Early research confirmed that most MS4A molecules function as ion channels that regulate the transport of calcium ions. Recent studies have revealed that some MS4A proteins also function as chaperones that interact with various immune molecules, such as pattern recognition receptors and/or immunoglobulin receptors, to form immune complexes and transmit downstream signals, leading to cell activation, growth, and development. Evidence from preclinical animal models and human genetic studies suggests that the MS4A superfamily plays critical roles in the pathogenesis of various diseases, including cancer, infection, allergies, neurodegenerative diseases and autoimmune diseases. We review recent progress in this field and focus on elucidating the molecular mechanisms by which different MS4A molecules regulate the progression of tumors, Alzheimer's disease, and autoimmune diseases. Therefore, in-depth research into MS4A superfamily members may clarify their ability to act as candidate biomarkers and therapeutic targets for these diseases. Eighteen distinct members of the MS4A (membrane-spanning four-domain subfamily A) superfamily of four-transmembrane proteins have been identified in humans, whereas the MS4A genes are translated into twenty-three different molecules in mice. These proteins are selectively expressed on the surface of various immune cells, such as B cells (MS4A1), macrophages (MS4A4A), mast cells (MS4A2), Foxp3+CD4+ regulatory T cells (MS4A4B), type 3 innate lymphoid cells (TMEM176A and TMEM176B) and colonic epithelial cells (MS4A12). Functionally, most MS4A molecules function as ion channels that regulate the flow of calcium ions [Ca2+] across cell membranes. Recent studies have revealed that some MS4A proteins also act as molecular chaperones and interact with various types of immune receptors, including pattern recognition receptors (PRRs) and immunoglobulin receptors (IgRs), to form signaling complexes, thereby modulating intracellular signaling and cellular activity. Evidence from preclinical animal models and human genetic studies suggests that MS4A proteins play critical roles in various diseases (2). Therefore, we reviewed the recent progress in understanding the role of the MS4A superfamily in diseases, particularly in elucidating its function as a candidate biomarker and therapeutic target for cancer.
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Affiliation(s)
- Xuejiao Luo
- Department of Dermatology, The Affiliated Hospital of the Non-Commissioned Officer (NCO) School, The Army Medical University, Shijiazhuang, Hebei, China
| | - Bin Luo
- Institute of Immunology, Department of Basic Medicine, The Army Military Medical University, Chongqing, China
| | - Lei Fei
- Institute of Immunology, Department of Basic Medicine, The Army Military Medical University, Chongqing, China
| | - Qinggao Zhang
- Chronic Disease Research Center, Medical College, Dalian University, Dalian, Liaoning, China
| | - Xinyu Liang
- Department of Otolaryngology, The Second Affiliated Hospital of the Army Military Medical University, Chongqing, China
| | - Yongwen Chen
- Institute of Immunology, Department of Basic Medicine, The Army Military Medical University, Chongqing, China
- Chronic Disease Research Center, Medical College, Dalian University, Dalian, Liaoning, China
| | - Xueqin Zhou
- Department of Otolaryngology, The Second Affiliated Hospital of the Army Military Medical University, Chongqing, China
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19
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Lee D, Vicari JM, Porras C, Spencer C, Pjanic M, Wang X, Kinrot S, Weiler P, Kosoy R, Bendl J, Prashant NM, Psychogyiou K, Malakates P, Hennigan E, Monteiro Fortes J, Zheng S, Therrien K, Mathur D, Kleopoulos SP, Shao Z, Argyriou S, Alvia M, Casey C, Hong A, Beaumont KG, Sebra R, Kellner CP, Bennett DA, Yuan GC, Voloudakis G, Theis FJ, Haroutunian V, Hoffman GE, Fullard JF, Roussos P. Plasticity of Human Microglia and Brain Perivascular Macrophages in Aging and Alzheimer's Disease. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2023.10.25.23297558. [PMID: 39677435 PMCID: PMC11643149 DOI: 10.1101/2023.10.25.23297558] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/17/2024]
Abstract
The complex roles of myeloid cells, including microglia and perivascular macrophages, are central to the neurobiology of Alzheimer's disease (AD), yet they remain incompletely understood. Here, we profiled 832,505 human myeloid cells from the prefrontal cortex of 1,607 unique donors covering the human lifespan and varying degrees of AD neuropathology. We delineated 13 transcriptionally distinct myeloid subtypes organized into 6 subclasses and identified AD-associated adaptive changes in myeloid cells over aging and disease progression. The GPNMB subtype, linked to phagocytosis, increased significantly with AD burden and correlated with polygenic AD risk scores. By organizing AD-risk genes into a regulatory hierarchy, we identified and validated MITF as an upstream transcriptional activator of GPNMB, critical for maintaining phagocytosis. Through cell-to-cell interaction networks, we prioritized APOE-SORL1 and APOE-TREM2 ligand-receptor pairs, associated with AD progression. In both human and mouse models, TREM2 deficiency disrupted GPNMB expansion and reduced phagocytic function, suggesting that GPNMB's role in neuroprotection was TREM2-dependent. Our findings clarify myeloid subtypes implicated in aging and AD, advancing the mechanistic understanding of their role in AD and aiding therapeutic discovery.
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Affiliation(s)
- Donghoon Lee
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - James M. Vicari
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Christian Porras
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Collin Spencer
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Milos Pjanic
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Xinyi Wang
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Seon Kinrot
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Philipp Weiler
- Institute of Computational Biology, Helmholtz Center Munich, Munich, Germany
- Department of Mathematics, Technical University of Munich, Munich, Germany
| | - Roman Kosoy
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jaroslav Bendl
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - N M Prashant
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Konstantina Psychogyiou
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Periklis Malakates
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Evelyn Hennigan
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jennifer Monteiro Fortes
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Shiwei Zheng
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Karen Therrien
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Deepika Mathur
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Steven P. Kleopoulos
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Zhiping Shao
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Stathis Argyriou
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Marcela Alvia
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Clara Casey
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Aram Hong
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Kristin G. Beaumont
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Robert Sebra
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - David A. Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
| | - Guo-Cheng Yuan
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - George Voloudakis
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Fabian J. Theis
- Institute of Computational Biology, Helmholtz Center Munich, Munich, Germany
- Department of Mathematics, Technical University of Munich, Munich, Germany
- TUM School of Life Sciences Weihenstephan, Technical University of Munich, Munich, Germany
| | - Vahram Haroutunian
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Mental Illness Research, Education and Clinical Centers, James J. Peters VA Medical Center, Bronx, New York
| | - Gabriel E. Hoffman
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Mental Illness Research, Education and Clinical Centers, James J. Peters VA Medical Center, Bronx, New York
| | - John F. Fullard
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Panos Roussos
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Mental Illness Research, Education and Clinical Centers, James J. Peters VA Medical Center, Bronx, New York
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20
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Serrano-Pozo A, Li H, Li Z, Muñoz-Castro C, Jaisa-Aad M, Healey MA, Welikovitch LA, Jayakumar R, Bryant AG, Noori A, Connors TR, Hu M, Zhao K, Liao F, Lin G, Pastika T, Tamm J, Abdourahman A, Kwon T, Bennett RE, Woodbury ME, Wachter A, Talanian RV, Biber K, Karran EH, Hyman BT, Das S. Astrocyte transcriptomic changes along the spatiotemporal progression of Alzheimer's disease. Nat Neurosci 2024; 27:2384-2400. [PMID: 39528672 PMCID: PMC11614739 DOI: 10.1038/s41593-024-01791-4] [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: 11/11/2022] [Accepted: 09/17/2024] [Indexed: 11/16/2024]
Abstract
Astrocytes are crucial to brain homeostasis, yet their changes along the spatiotemporal progression of Alzheimer's disease (AD) neuropathology remain unexplored. Here we performed single-nucleus RNA sequencing of 628,943 astrocytes from five brain regions representing the stereotypical progression of AD pathology across 32 donors spanning the entire normal aging to severe AD continuum. We mapped out several unique astrocyte subclusters that exhibited varying responses to neuropathology across the AD-vulnerable neural network (spatial axis) or AD pathology stage (temporal axis). The proportion of homeostatic, intermediate and reactive astrocytes changed only along the spatial axis, whereas two other subclusters changed along the temporal axis. One of these, a trophic factor-rich subcluster, declined along pathology stages, whereas the other increased in the late stage but returned to baseline levels in the end stage, suggesting an exhausted response with chronic exposure to neuropathology. Our study underscores the complex dynamics of astrocytic responses in AD.
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Affiliation(s)
- Alberto Serrano-Pozo
- Massachusetts General Hospital, Department of Neurology, Boston, MA, USA
- Massachusetts Alzheimer's Disease Research Center, Charlestown, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Huan Li
- Massachusetts General Hospital, Department of Neurology, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Zhaozhi Li
- Massachusetts General Hospital, Department of Neurology, Boston, MA, USA
| | - Clara Muñoz-Castro
- Massachusetts General Hospital, Department of Neurology, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Methasit Jaisa-Aad
- Massachusetts General Hospital, Department of Neurology, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Molly A Healey
- Massachusetts General Hospital, Department of Neurology, Boston, MA, USA
| | - Lindsay A Welikovitch
- Massachusetts General Hospital, Department of Neurology, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | | | - Annie G Bryant
- Massachusetts General Hospital, Department of Neurology, Boston, MA, USA
| | - Ayush Noori
- Massachusetts General Hospital, Department of Neurology, Boston, MA, USA
| | - Theresa R Connors
- Massachusetts General Hospital, Department of Neurology, Boston, MA, USA
- Massachusetts Alzheimer's Disease Research Center, Charlestown, MA, USA
| | - Miwei Hu
- Massachusetts General Hospital, Department of Neurology, Boston, MA, USA
| | - Karen Zhao
- AbbVie, Cambridge Research Center, Cambridge, MA, USA
| | - Fan Liao
- AbbVie, Cambridge Research Center, Cambridge, MA, USA
| | - Gen Lin
- AbbVie Deutschland GmbH & Co. KG, Genomics Research Center, Ludwigshafen, Germany
| | | | - Joseph Tamm
- AbbVie, Cambridge Research Center, Cambridge, MA, USA
| | | | - Taekyung Kwon
- AbbVie, Cambridge Research Center, Cambridge, MA, USA
| | - Rachel E Bennett
- Massachusetts General Hospital, Department of Neurology, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | | | - Astrid Wachter
- AbbVie Deutschland GmbH & Co. KG, Genomics Research Center, Ludwigshafen, Germany
| | | | - Knut Biber
- AbbVie Deutschland GmbH & Co. KG, Neuroscience Research, Ludwigshafen, Germany
| | - Eric H Karran
- AbbVie, Cambridge Research Center, Cambridge, MA, USA
| | - Bradley T Hyman
- Massachusetts General Hospital, Department of Neurology, Boston, MA, USA
- Massachusetts Alzheimer's Disease Research Center, Charlestown, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Sudeshna Das
- Massachusetts General Hospital, Department of Neurology, Boston, MA, USA.
- Massachusetts Alzheimer's Disease Research Center, Charlestown, MA, USA.
- Harvard Medical School, Boston, MA, USA.
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21
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Sighencea MG, Popescu RȘ, Trifu SC. From Fundamentals to Innovation in Alzheimer's Disease: Molecular Findings and Revolutionary Therapies. Int J Mol Sci 2024; 25:12311. [PMID: 39596378 PMCID: PMC11594972 DOI: 10.3390/ijms252212311] [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: 10/07/2024] [Revised: 11/11/2024] [Accepted: 11/14/2024] [Indexed: 11/28/2024] Open
Abstract
Alzheimer's disease (AD) is a global health concern and the leading cause of dementia in the elderly. The prevalence of this neurodegenerative condition is projected to increase concomitantly with increased life expectancy, resulting in a significant economic burden. With very few FDA-approved disease-modifying drugs available for AD, there is an urgent need to develop new compounds capable of impeding the progression of the disease. Given the unclear etiopathogenesis of AD, this review emphasizes the underlying mechanisms of this condition. It explores not only well-studied aspects, such as the accumulation of Aβ plaques and neurofibrillary tangles, but also novel areas, including glymphatic and lymphatic pathways, microbiota and the gut-brain axis, serotoninergic and autophagy alterations, vascular dysfunction, the metal hypothesis, the olfactory pathway, and oral health. Furthermore, the potential molecular targets arising from all these mechanisms have been reviewed, along with novel promising approaches such as nanoparticle-based therapy, neural stem cell transplantation, vaccines, and CRISPR-Cas9-mediated genome editing techniques. Taking into account the overlap of these various mechanisms, individual and combination therapies emerge as the future direction in the AD strategy.
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Affiliation(s)
| | - Ramona Ștefania Popescu
- Department of Infectious Diseases, “Carol Davila” University of Medicine and Pharmacy Bucharest, 020021 Bucharest, Romania;
| | - Simona Corina Trifu
- Department of Psychiatry, “Carol Davila” University of Medicine and Pharmacy Bucharest, 020021 Bucharest, Romania
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22
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Mittra N, He S, Bao H, Bhattacharjee A, Dodds SG, Dupree JL, Han X. Sulfatide deficiency-induced astrogliosis and myelin lipid dyshomeostasis are independent of Trem2-mediated microglial activation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.14.623651. [PMID: 39605561 PMCID: PMC11601472 DOI: 10.1101/2024.11.14.623651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Disrupted lipid homeostasis and neuroinflammation often co-exist in neurodegenerative disorders including Alzheimer's disease (AD). However, the intrinsic connection and causal relationship between these deficits remain elusive. Our previous studies show that the loss of sulfatide (ST), a class of myelin-enriched lipids, causes AD-like neuroinflammatory responses, cognitive impairment, bladder enlargement, as well as lipid dyshomeostasis. To better understand the relationship between neuroinflammation and lipid disruption induced by ST deficiency, we established a ST-deficient mouse model with constitutive Trem2 knockout and studied the impact of Trem2 in regulating ST deficiency-induced microglia-mediated neuroinflammation, astrocyte activation and lipid disruption. Our study demonstrates that Trem2 regulates ST deficiency-induced microglia-mediated neuroinflammatory pathways and astrogliosis at the transcriptomic level, but not astrocyte activation at the protein level, suggesting that Trem2 is indispensable for ST deficiency-induced microglia-mediated neuroinflammation but not astrogliosis. Meanwhile, ST loss-induced lipidome disruption and free water retention were consistently observed in the absence of Trem2 . Collectively, these results emphasize the essential role of Trem2 in mediating lipid loss-associated microglia-mediated neuroinflammation, but not both astrogliosis and myelin lipid disruption. Moreover, we demonstrated that attenuating neuroinflammation has a limited impact on brain ST loss-induced lipidome alteration or AD-like peripheral disorders. Our findings suggest that preserving lipidome and astrocyte balance may be crucial in decelerating the progression of AD.
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23
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Koskeridis F, Fancy N, Tan PF, Meena D, Evangelou E, Elliott P, Wang D, Matthews PM, Dehghan A, Tzoulaki I. Multi-trait association analysis reveals shared genetic loci between Alzheimer's disease and cardiovascular traits. Nat Commun 2024; 15:9827. [PMID: 39537608 PMCID: PMC11561119 DOI: 10.1038/s41467-024-53452-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 10/14/2024] [Indexed: 11/16/2024] Open
Abstract
Several cardiovascular traits and diseases co-occur with Alzheimer's disease. We mapped their shared genetic architecture using multi-trait genome-wide association studies. Subsequent fine-mapping and colocalisation highlighted 16 genetic loci associated with both Alzheimer's and cardiovascular diseases. We prioritised rs11786896, which colocalised with Alzheimer's disease, atrial fibrillation and expression of PLEC in the heart left ventricle, and rs7529220, which colocalised with Alzheimer's disease, atrial fibrillation and expression of C1Q family genes. Single-cell RNA-sequencing data, co-expression network and protein-protein interaction analyses provided evidence for different mechanisms of PLEC, which is upregulated in left ventricular endothelium and cardiomyocytes with heart failure and in brain astrocytes with Alzheimer's disease. Similar common mechanisms are implicated for C1Q in heart macrophages with heart failure and in brain microglia with Alzheimer's disease. These findings highlight inflammatory and pleomorphic risk determinants for the co-occurrence of Alzheimer's and cardiovascular diseases and suggest PLEC, C1Q and their interacting proteins as potential therapeutic targets.
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Affiliation(s)
- Fotios Koskeridis
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
- Department of Hygiene and Epidemiology, University of Ioannina Medical School, Ioannina, Greece.
- UK Dementia Research Institute, Imperial College London, London, UK.
| | - Nurun Fancy
- UK Dementia Research Institute, Imperial College London, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
| | - Pei Fang Tan
- Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Republic of Singapore
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Republic of Singapore
| | - Devendra Meena
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Evangelos Evangelou
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- Department of Hygiene and Epidemiology, University of Ioannina Medical School, Ioannina, Greece
| | - Paul Elliott
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- UK Dementia Research Institute, Imperial College London, London, UK
| | - Dennis Wang
- Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Republic of Singapore
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Republic of Singapore
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Paul M Matthews
- UK Dementia Research Institute, Imperial College London, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
| | - Abbas Dehghan
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- UK Dementia Research Institute, Imperial College London, London, UK
| | - Ioanna Tzoulaki
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- UK Dementia Research Institute, Imperial College London, London, UK
- Systems Biology, Biomedical Research Institute of the Academy of Athens, Athens, Greece
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24
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Sattarov R, Havers M, Orbjörn C, Stomrud E, Janelidze S, Laurell T, Mattsson-Carlgren N. Phosphorylated tau in cerebrospinal fluid-derived extracellular vesicles in Alzheimer's disease: a pilot study. Sci Rep 2024; 14:25419. [PMID: 39455624 PMCID: PMC11511998 DOI: 10.1038/s41598-024-75406-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Accepted: 10/04/2024] [Indexed: 10/28/2024] Open
Abstract
Alzheimer's disease (AD) is a debilitating neurodegenerative disorder characterized by brain aggregation of β-amyloid (Aβ) peptides and phosphorylated tau (P-tau) proteins. Extracellular vesicles (EVs) can be isolated and studied for potential roles in disease. While several studies have tested plasma-derived EVs in AD, few have analyzed EVs from cerebrospinal fluid (CSF), which are potentially more closely related to brain changes. This study included 20 AD patients and 20 cognitively unimpaired (CU) participants. Using a novel EV isolation method based on acoustic trapping, we isolated and purified EVs from minimal CSF volumes. EVs were lysed and analyzed by immunoassays for P-tau217 and P-tau181. Isolation was confirmed through transmission electron microscopy and the presence of EV-specific markers (CD9, CD63, CD81, ATP1A3). Nanoparticle tracking analysis revealed a high variance in EV distribution. AD patients exhibited increased P-tau181 and decreased P-tau217 in EVs, leading to a higher EV P-tau181/P-tau217 ratio compared to CU. No significant differences in EV counts or sizes were observed between AD and CU groups. This study is the first to use acoustic trapping to isolate EVs from CSF and demonstrates differential P-tau content in AD-derived EVs, warranting further research to understand the relationship between these EV changes and brain pathology.
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Affiliation(s)
- Roman Sattarov
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden.
| | - Megan Havers
- Department of Biomedical Engineering, Lund University, Lund, Sweden.
| | - Camilla Orbjörn
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Erik Stomrud
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
- Wallenberg Center for Molecular Medicine, Lund University, Lund, Sweden
| | - Shorena Janelidze
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
- Wallenberg Center for Molecular Medicine, Lund University, Lund, Sweden
| | - Thomas Laurell
- Department of Biomedical Engineering, Lund University, Lund, Sweden
| | - Niklas Mattsson-Carlgren
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden.
- Wallenberg Center for Molecular Medicine, Lund University, Lund, Sweden.
- Department of Neurology, Skåne University Hospital, Lund, Sweden.
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25
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Chiarini A, Armato U, Gui L, Yin M, Chang S, Dal Prà I. Early divergent modulation of NLRP2's and NLRP3's inflammasome sensors vs. AIM2's one by signals from Aβ·Calcium-sensing receptor complexes in human astrocytes. Brain Res 2024; 1846:149283. [PMID: 39426463 DOI: 10.1016/j.brainres.2024.149283] [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: 07/19/2024] [Revised: 10/04/2024] [Accepted: 10/14/2024] [Indexed: 10/21/2024]
Abstract
Alzheimer's disease (AD), the most prevalent human dementia, is driven by accruals of extracellular Aβ42 senile patches and intracellular neurofibrillary tangles of hyperphosphorylated Tau (p-Tau) proteins. AD's concurrent neuroinflammation is prompted by innate immunity-related cytosolic protein oligomers named inflammasomes. Upon proper "first" (priming) and "second" (activating) signals, inflammasomes overproduce proinflammatory Interleukin (IL)-1β, and IL-18 while cleaving pyroptosis-promoting Gasdermin D's N-terminal fragments. Our earlier studies highlighted that in pure monocultures, exogenous Aβ25-35-treated nonproliferating human cortical astrocytes (HCAs) made and released surpluses of endogenous Aβ42-oligomers (-os) and p-Tau-os, just as alike-treated human cortical neurons did. Aβ25-35-exposed HCAs also over-released NO, VEGFA, and IL-6. Aβ•CaSR (Aβ·Calcium-Sensing Receptor) complexes generated intracellular signals mediating all such neurotoxic effects since CaSR's negative allosteric modulators (aka NAMs or calcilytics, e.g., NPS2143) fully suppressed them. However, it had hitherto remained unexplored whether signals from Aβ·CaSR complexes also induced the early expression and/or activation of NOD-like 2 (NLRP2) and 3 (NLRP3) and of PYHIN absent in melanoma 2 (AIM2) inflammasomes in monocultured HCAs. To clarify this topic, we used in-situ-Proximity Ligation, qRT-PCR, double antibody arrays, immunoblots, and Caspase 1/4 enzymatic assays. Aβ·CaSR complexes quickly assembled on HCAs surface and issued intracellular signals activating Akt and JAK/STAT axes. In turn, the latter upregulated NLRP2 and NLRP3 PRRs (pattern recognition receptors) yet downregulated AIM2. These effects were specific, being significantly hindered by NPS2143 and inhibitors of PI3K (LY294002), AMPKα (Dorsomorphin), mTOR (Torin1), and JAK/TYK (Brepoticinib). A wide-spectrum inhibitor, Bay11-7082, intensified the Aβ·CaSR/Akt/JAK/STAT axis-driven opposite control of NLRP3's and AIM2's PRR proteins without affecting NLRP2 PRR upregulation. However, the said effects on the PRRs proteins vanished within 24-h. Moreover, Aβ·CaSR signals neither concurrently changed ASC, pro-IL-1β, and Gasdermin-D (holo- and fragments) protein levels and Caspases 1 and 4 enzymatic activities nor induced pyroptosis. Therefore, Aβ·CaSR cues acted as "first (priming) signals" temporarily increasing NLRP2 and NLRP3 PRRs expression without activating the corresponding inflammasomes. The neatly divergent modulation of NLRP3's vs. AIM2's PRR proteins by Aβ·CaSR cues and by Bay11-7082 suggests that, when bacterial or viral DNA fragments are absent, AIM2 might play "anti-inflammasomal" or other roles in HCAs. However, Bay11-7082's no effect on NLRP2 PRR overexpression also reveals that CaSR's downstream mechanisms controlling inflammasomes' sensors are quite complex in HCAs, and hence, given AD's impact on human health, well worth further studies.
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Affiliation(s)
- Anna Chiarini
- Department of Surgery, Dentistry, Pediatrics, and Gynecology, University of Verona, 8 Strada Le Grazie, 37134 Verona, Italy.
| | - Ubaldo Armato
- Department of Surgery, Dentistry, Pediatrics, and Gynecology, University of Verona, 8 Strada Le Grazie, 37134 Verona, Italy.
| | - Li Gui
- Department of Neurology, Southwest Hospital, Army Medical University, 29 Gaotanyan Street, Chongqing, 400038, China.
| | - Meifang Yin
- Department of Surgery, Dentistry, Pediatrics, and Gynecology, University of Verona, 8 Strada Le Grazie, 37134 Verona, Italy.
| | - Shusen Chang
- Department of Surgery, Dentistry, Pediatrics, and Gynecology, University of Verona, 8 Strada Le Grazie, 37134 Verona, Italy.
| | - Ilaria Dal Prà
- Department of Surgery, Dentistry, Pediatrics, and Gynecology, University of Verona, 8 Strada Le Grazie, 37134 Verona, Italy.
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26
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Haage V, Tuddenham JF, Bautista A, White CC, Garcia F, Patel R, Comandante-Lou N, Marshe V, Soni RK, Sims PA, Menon V, Sproul AA, De Jager PL. HDAC Inhibitors recapitulate Human Disease-Associated Microglia Signatures in vitro. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.11.617544. [PMID: 39416157 PMCID: PMC11482930 DOI: 10.1101/2024.10.11.617544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Abstract
Disease-associated microglia (DAM), initially described in mouse models of neurodegenerative diseases, have been classified into two related states; starting from a TREM2-independent DAM1 state to a TREM2 dependent state termed DAM2, with each state being characterized by the expression of specific marker genes1. Recently, single-cell (sc)RNA-Seq studies have reported the existence of DAMs in humans2-6; however, whether DAMs play beneficial or detrimental roles in the context of neurodegeneration is still under debate7,8. Here, we present a pharmacological approach to mimic human DAM in vitro by exposing different human microglia models to selected histone deacetylase (HDAC) inhibitors. We also provide an initial functional characterization of our model system, showing a specific increase of amyloid beta phagocytosis along with a reduction of MCP-1 secretion. Additionally, we report an increase in MITF expression, a transcription factor previously described to drive expression towards the DAM phenotype. We further identify CADM1, LIPA and SCIN as DAM-marker genes shared across various proposed DAM signatures and in our model systems. Overall, our strategy for targeted microglial polarization bears great potential to further explore human DAM function and biology.
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Affiliation(s)
- Verena Haage
- Center for Translational & Computational Neuroimmunology, Department of Neurology and the Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center
| | - John F. Tuddenham
- Center for Translational & Computational Neuroimmunology, Department of Neurology and the Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center
- Department of Systems Biology, Columbia University Irving Medical Center, New York, NY, USA
| | - Alex Bautista
- Center for Translational & Computational Neuroimmunology, Department of Neurology and the Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center
| | - Charles C. White
- Center for Translational & Computational Neuroimmunology, Department of Neurology and the Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center
| | - Frankie Garcia
- Center for Translational & Computational Neuroimmunology, Department of Neurology and the Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center
| | - Ronak Patel
- Department of Pathology and Cell Biology and the Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center
| | - Natacha Comandante-Lou
- Center for Translational & Computational Neuroimmunology, Department of Neurology and the Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center
| | - Victoria Marshe
- Center for Translational & Computational Neuroimmunology, Department of Neurology and the Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center
| | - Rajesh Kumar Soni
- Proteomics and Macromolecular Crystallography Shared Resource, Herbert Irving Comprehensive Cancer Center, New York, NY
| | - Peter A. Sims
- Department of Systems Biology, Columbia University Irving Medical Center, New York, NY, USA
| | - Vilas Menon
- Center for Translational & Computational Neuroimmunology, Department of Neurology and the Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center
| | - Andrew A. Sproul
- Department of Pathology and Cell Biology and the Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center
| | - Philip L. De Jager
- Center for Translational & Computational Neuroimmunology, Department of Neurology and the Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center
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27
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Wang J, Wang S, Li Q, Liu F, Wan Y, Liang H. Bibliometric and visual analysis of single-cell multiomics in neurodegenerative disease arrest studies. Front Neurol 2024; 15:1450663. [PMID: 39440247 PMCID: PMC11493674 DOI: 10.3389/fneur.2024.1450663] [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: 06/17/2024] [Accepted: 09/26/2024] [Indexed: 10/25/2024] Open
Abstract
Background Neurodegenerative diseases are progressive disorders that severely diminish the quality of life of patients. However, research on neurodegenerative diseases needs to be refined and deepened. Single-cell polyomics is a technique for obtaining transcriptomic, proteomic, and other information from a single cell. In recent years, the heat of single-cell multiomics as an emerging research tool for brain science has gradually increased. Therefore, the aim of this study was to analyze the current status and trends of studies related to the application of single-cell multiomics in neurodegenerative diseases through bibliometrics. Result A total of 596 publications were included in the bibliometric analysis. Between 2015 and 2022, the number of publications increased annually, with the total number of citations increasing significantly, exhibiting the fastest rate of growth between 2019 and 2022. The country/region collaboration map shows that the United States has the most publications and cumulative citations, and that China and the United States have the most collaborations. The institutions that produced the greatest number of articles were Harvard Medical School, Skupin, Alexander, and Wiendl. Among the authors, Heinz had the highest output. Mathys, H accumulated the most citations and was the authoritative author in the field. The journal Nature Communications has published the most literature in this field. A keyword analysis reveals that neurodegenerative diseases and lesions (e.g., Alzheimer's disease, amyloid beta) are the core and foundation of the field. Conversely, single-cell multiomics related research (e.g., single-cell RNA sequencing, bioinformatics) and brain nerve cells (e.g., microglia, astrocytes, neural stem cells) are the hot frontiers of this specialty. Among the references, the article "Single-cell transcriptomic analysis of Alzheimer's disease" is the most frequently cited (1,146 citations), and the article "Cell types in the mouse cortex and hippocampus revealed by single-cell RNA-seq" was the most cited article in the field. Conclusion The objective of this study is to employ bibliometric methods to visualize studies related to single-cell multiomics in neurodegenerative diseases. This will enable us to summarize the current state of research and to reveal key trends and emerging hotspots in the field.
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Affiliation(s)
- Jieyan Wang
- Department of Urology, People’s Hospital of Longhua, Shenzhen, China
| | - Shuqing Wang
- First Clinical Medical School, Southern Medical University, Guangzhou, China
| | - Qingyu Li
- First Clinical Medical School, Southern Medical University, Guangzhou, China
| | - Fei Liu
- First Clinical Medical School, Southern Medical University, Guangzhou, China
| | - Yantong Wan
- Guangdong Provincial Key Laboratory of Proteomics, Department of Pathophysiology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Hui Liang
- Department of Urology, People’s Hospital of Longhua, Shenzhen, China
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28
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Cao C, Fu G, Xu R, Li N. Coupling of Alzheimer's Disease Genetic Risk Factors with Viral Susceptibility and Inflammation. Aging Dis 2024; 15:2028-2050. [PMID: 37962454 PMCID: PMC11346407 DOI: 10.14336/ad.2023.1017] [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: 06/30/2023] [Accepted: 10/17/2023] [Indexed: 11/15/2023] Open
Abstract
Alzheimer's disease (AD) is a neurodegenerative disease characterized by persistent cognitive decline. Amyloid plaque deposition and neurofibrillary tangles are the main pathological features of AD brain, though mechanisms leading to the formation of lesions remain to be understood. Genetic efforts through genome-wide association studies (GWAS) have identified dozens of risk genes influencing the pathogenesis and progression of AD, some of which have been revealed in close association with increased viral susceptibilities and abnormal inflammatory responses in AD patients. In the present study, we try to present a list of AD candidate genes that have been shown to affect viral infection and inflammatory responses. Understanding of how AD susceptibility genes interact with the viral life cycle and potential inflammatory pathways would provide possible therapeutic targets for both AD and infectious diseases.
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Affiliation(s)
| | | | - Ruodan Xu
- Department of Biomedical Engineering and Technology, Institute of Basic Theory for Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, 100700, China.
| | - Ning Li
- Department of Biomedical Engineering and Technology, Institute of Basic Theory for Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, 100700, China.
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Guvenek A, Parikshak N, Zamolodchikov D, Gelfman S, Moscati A, Dobbyn L, Stahl E, Shuldiner A, Coppola G. Transcriptional profiling in microglia across physiological and pathological states identifies a transcriptional module associated with neurodegeneration. Commun Biol 2024; 7:1168. [PMID: 39294270 PMCID: PMC11411103 DOI: 10.1038/s42003-024-06684-7] [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: 08/08/2023] [Accepted: 08/06/2024] [Indexed: 09/20/2024] Open
Abstract
Microglia are the resident immune cells of the central nervous system and are involved in brain development, homeostasis, and disease. New imaging and genomics technologies are revealing microglial complexity across developmental and functional states, brain regions, and diseases. We curated a set of publicly available gene expression datasets from human microglia spanning disease and health to identify sets of genes reflecting physiological and pathological microglial states. We also integrated multiple human microglial single-cell RNA-seq datasets in Alzheimer's disease (AD), multiple sclerosis (MS), and Parkinson's disease, and identified a distinct microglial transcriptional signature shared across diseases. Analysis of germ-line DNA identified genes with variants associated with AD and MS that are overrepresented in microglial gene sets, including the disease-associated transcriptional signature. This work points to genes that are dysregulated in disease states and provides a resource for the analysis of diseases in which microglia are implicated by genetic evidence.
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Affiliation(s)
- Aysegul Guvenek
- Regeneron Genetics Center, Tarrytown, NY, USA
- Regeneron Pharmaceuticals Inc., Tarrytown, NY, USA
| | | | | | | | | | - Lee Dobbyn
- Regeneron Genetics Center, Tarrytown, NY, USA
| | - Eli Stahl
- Regeneron Genetics Center, Tarrytown, NY, USA
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Penning A, Snoeck S, Garritsen O, Tosoni G, Hof A, de Boer F, van Hasenbroek J, Zhang L, Thrupp N, Craessaerts K, Fiers M, Salta E. NACC2, a molecular effector of miR-132 regulation at the interface between adult neurogenesis and Alzheimer's disease. Sci Rep 2024; 14:21163. [PMID: 39256511 PMCID: PMC11387632 DOI: 10.1038/s41598-024-72096-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Accepted: 09/03/2024] [Indexed: 09/12/2024] Open
Abstract
The generation of new neurons at the hippocampal neurogenic niche, known as adult hippocampal neurogenesis (AHN), and its impairment, have been implicated in Alzheimer's disease (AD). MicroRNA-132 (miR-132), the most consistently downregulated microRNA (miRNA) in AD, was recently identified as a potent regulator of AHN, exerting multilayered proneurogenic effects in adult neural stem cells (NSCs) and their progeny. Supplementing miR-132 in AD mouse brain restores AHN and relevant memory deficits, yet the exact mechanisms involved are still unknown. Here, we identify NACC2 as a novel miR-132 target implicated in both AHN and AD. miR-132 deficiency in mouse hippocampus induces Nacc2 expression and inflammatory signaling in adult NSCs. We show that miR-132-dependent regulation of NACC2 is involved in the initial stages of human NSC differentiation towards astrocytes and neurons. Later, NACC2 function in astrocytic maturation becomes uncoupled from miR-132. We demonstrate that NACC2 is present in reactive astrocytes surrounding amyloid plaques in mouse and human AD hippocampus, and that there is an anticorrelation between miR-132 and NACC2 levels in AD and upon induction of inflammation. Unraveling the molecular mechanisms by which miR-132 regulates neurogenesis and cellular reactivity in AD, will provide valuable insights towards its possible application as a therapeutic target.
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Affiliation(s)
- Amber Penning
- Netherlands Institute for Neuroscience, Amsterdam, The Netherlands
| | - Sarah Snoeck
- Netherlands Institute for Neuroscience, Amsterdam, The Netherlands
| | - Oxana Garritsen
- UMC Utrecht Brain Center, Utrecht University, Utrecht, The Netherlands
| | - Giorgia Tosoni
- Netherlands Institute for Neuroscience, Amsterdam, The Netherlands
| | - Amber Hof
- Netherlands Institute for Neuroscience, Amsterdam, The Netherlands
| | - Fleur de Boer
- Netherlands Institute for Neuroscience, Amsterdam, The Netherlands
| | | | - Lin Zhang
- Netherlands Institute for Neuroscience, Amsterdam, The Netherlands
| | - Nicky Thrupp
- VIB-KU Leuven Center for Brain & Disease Research, Leuven, Belgium
| | | | - Mark Fiers
- VIB-KU Leuven Center for Brain & Disease Research, Leuven, Belgium
| | - Evgenia Salta
- Netherlands Institute for Neuroscience, Amsterdam, The Netherlands.
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31
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Shi Z, Das S, Morabito S, Miyoshi E, Stocksdale J, Emerson N, Srinivasan SS, Shahin A, Rahimzadeh N, Cao Z, Silva J, Castaneda AA, Head E, Thompson L, Swarup V. Single-nucleus multi-omics identifies shared and distinct pathways in Pick's and Alzheimer's disease. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.06.611761. [PMID: 39282421 PMCID: PMC11398495 DOI: 10.1101/2024.09.06.611761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 09/19/2024]
Abstract
The study of neurodegenerative diseases, particularly tauopathies like Pick's disease (PiD) and Alzheimer's disease (AD), offers insights into the underlying regulatory mechanisms. By investigating epigenomic variations in these conditions, we identified critical regulatory changes driving disease progression, revealing potential therapeutic targets. Our comparative analyses uncovered disease-enriched non-coding regions and genome-wide transcription factor (TF) binding differences, linking them to target genes. Notably, we identified a distal human-gained enhancer (HGE) associated with E3 ubiquitin ligase (UBE3A), highlighting disease-specific regulatory alterations. Additionally, fine-mapping of AD risk genes uncovered loci enriched in microglial enhancers and accessible in other cell types. Shared and distinct TF binding patterns were observed in neurons and glial cells across PiD and AD. We validated our findings using CRISPR to excise a predicted enhancer region in UBE3A and developed an interactive database (http://swaruplab.bio.uci.edu/scROAD) to visualize predicted single-cell TF occupancy and regulatory networks.
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Affiliation(s)
- Zechuan Shi
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA 92697, USA
| | - Sudeshna Das
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA 92697, USA
| | - Samuel Morabito
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA 92697, USA
- Mathematical, Computational and Systems Biology Program, University of California, Irvine, CA 92697, USA
| | - Emily Miyoshi
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA 92697, USA
| | - Jennifer Stocksdale
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
- Department of Biological Chemistry, University of California, Irvine, CA 92697, USA
| | - Nora Emerson
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA 92697, USA
| | - Shushrruth Sai Srinivasan
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA 92697, USA
- Mathematical, Computational and Systems Biology Program, University of California, Irvine, CA 92697, USA
- Department of Computer Science, University of California, Irvine, CA 92697, USA
| | - Arshi Shahin
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
| | - Negin Rahimzadeh
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
- Mathematical, Computational and Systems Biology Program, University of California, Irvine, CA 92697, USA
| | - Zhenkun Cao
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
| | - Justine Silva
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
| | - Andres Alonso Castaneda
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
| | - Elizabeth Head
- Department of Pathology and Laboratory Medicine, University of California, Irvine, CA 92697, USA
| | - Leslie Thompson
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA 92697, USA
- Department of Biological Chemistry, University of California, Irvine, CA 92697, USA
| | - Vivek Swarup
- Department of Neurobiology and Behavior, Charlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA
- Mathematical, Computational and Systems Biology Program, University of California, Irvine, CA 92697, USA
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Bedwell L, Mavrotas M, Demchenko N, Yaa RM, Willis B, Demianova Z, Syed N, Whitwell HJ, Nott A. FANS Unfixed: Isolation and Proteomic Analysis of Mouse Cell Type-Specific Brain Nuclei. J Proteome Res 2024; 23:3847-3857. [PMID: 39056441 PMCID: PMC11385383 DOI: 10.1021/acs.jproteome.4c00161] [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] [Indexed: 07/28/2024]
Abstract
Epigenetic-mediated gene regulation orchestrates brain cell-type gene expression programs, and epigenetic dysregulation is a major driver of aging and disease-associated changes. Proteins that mediate gene regulation are mostly localized to the nucleus; however, nuclear-localized proteins are often underrepresented in gene expression studies and have been understudied in the context of the brain. To address this challenge, we have optimized an approach for nuclei isolation that is compatible with proteomic analysis. This was coupled to a mass spectrometry protocol for detecting proteins in low-concentration samples. We have generated nuclear proteomes for neurons, microglia, and oligodendrocytes from the mouse brain cortex and identified cell-type nuclear proteins associated with chromatin structure and organization, chromatin modifiers such as transcription factors, and RNA-binding proteins, among others. Our nuclear proteomics platform paves the way for assessing brain cell type changes in the nuclear proteome across health and disease, such as neurodevelopmental, aging, neurodegenerative, and neuroinflammatory conditions. Data are available via ProteomeXchange with the identifier PXD053515.
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Affiliation(s)
- Lucy Bedwell
- Department of Brain Sciences, Imperial College London, London W12 0NN, U.K
- UK Dementia Research Institute, Imperial College London, London W12 0NN, U.K
| | - Myrto Mavrotas
- Department of Brain Sciences, Imperial College London, London W12 0NN, U.K
| | - Nikita Demchenko
- MRC Laboratory of Medical Sciences, Du Cane Road, London W12 0NN, U.K
| | - Reuben M Yaa
- Department of Brain Sciences, Imperial College London, London W12 0NN, U.K
- UK Dementia Research Institute, Imperial College London, London W12 0NN, U.K
| | - Brittannie Willis
- Department of Brain Sciences, Imperial College London, London W12 0NN, U.K
- Department of Metabolism, Digestion, and Reproduction, Imperial College London, London W12 0NN, U.K
| | | | - Nelofer Syed
- Department of Brain Sciences, Imperial College London, London W12 0NN, U.K
| | - Harry J Whitwell
- Department of Metabolism, Digestion, and Reproduction, Imperial College London, London W12 0NN, U.K
| | - Alexi Nott
- Department of Brain Sciences, Imperial College London, London W12 0NN, U.K
- UK Dementia Research Institute, Imperial College London, London W12 0NN, U.K
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Tournier BB, Ceyzériat K, Badina AM, Gloria Y, Fall AB, Amossé Q, Tsartsalis S, Millet P. Impairment of hippocampal astrocyte-mediated striatal dopamine release and locomotion in Alzheimer's disease. Neuroimage 2024; 298:120778. [PMID: 39122057 DOI: 10.1016/j.neuroimage.2024.120778] [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: 01/08/2024] [Revised: 07/01/2024] [Accepted: 08/06/2024] [Indexed: 08/12/2024] Open
Abstract
BACKGROUND Clinical and translational research has identified deficits in the dopaminergic neurotransmission in the striatum in Alzheimer's disease (AD) and this could be related to the pathophysiology of psychiatric symptoms appearing even at early stages of the pathology. HYPOTHESIS We hypothesized that AD pathology in the hippocampus may influence dopaminergic neurotransmission even in the absence of AD-related lesion in the mesostriatal circuit. METHODS We chemogenetically manipulated the activity of hippocampal neurons and astrocytes in wild-type and hemizygous TgF344-AD (Tg) rats, an animal model of AD pathology. We assessed the brain-wide functional output of this manipulation using in vivo Single Photon Emission Computed Tomography to measure cerebral blood flow and D2/3 receptor binding, in response to acute (3 mg kg-1 i.p.) and chronic (0.015 mg/ml in drinking water, 28 days) stimulation of neurons or astrocytes with clozapine N-oxide. We also assessed the effects of the chronic chemogenetic manipulations on D2 receptor density, low or high aggregated forms of amyloid Aβ40 and Aβ42, astrocytes and microglial reactivity, and the capacity of astrocytes and microglia to surround and phagocytize Aβ both locally and in the striatum. RESULTS We showed that acute and chronic neuronal and astrocytic stimulation induces widespread effects on the brain regional activation pattern, notably with an inhibition of striatal activation. In the Tg rats, both these effects were blunted. Chemogenetic stimulation in the hippocampus increased microglial density and its capacity to limit AD pathology, whereas these effects were absent in the striatum perhaps as a consequence of the altered connectivity between the hippocampus and the striatum. CONCLUSIONS Our work suggests that hippocampal AD pathology may alter mesostriatal signalling and induce widespread alterations of brain activity. Neuronal and astrocytic activation may induce a protective, Aβ-limiting phenotype of microglia, which surrounds Aβ plaques and limits Αβ concentration more efficiently.
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Affiliation(s)
- Benjamin B Tournier
- Department of Psychiatry, University Hospitals of Geneva, Geneva, Switzerland; Department of Psychiatry, University of Geneva, Geneva, Switzerland.
| | - Kelly Ceyzériat
- Department of Psychiatry, University Hospitals of Geneva, Geneva, Switzerland; Division of Nuclear medicine and Molecular Imaging, University Hospitals of Geneva, Geneva, Switzerland; Division of Radiation Oncology, Department of Oncology, University Hospitals of Geneva, Geneva, Switzerland
| | | | - Yesica Gloria
- Department of Psychiatry, University Hospitals of Geneva, Geneva, Switzerland; Department of Psychiatry, University of Geneva, Geneva, Switzerland; Present address: Bertarelli Foundation Gene Therapy Platform, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), Geneva, Switzerland
| | - Aïda B Fall
- Department of Psychiatry, University Hospitals of Geneva, Geneva, Switzerland; Division of Geriatric Psychiatry, Department of Psychiatry, University Hospitals of Geneva, Geneva, Switzerland
| | - Quentin Amossé
- Department of Psychiatry, University Hospitals of Geneva, Geneva, Switzerland; Department of Psychiatry, University of Geneva, Geneva, Switzerland
| | - Stergios Tsartsalis
- Department of Psychiatry, University Hospitals of Geneva, Geneva, Switzerland; Department of Psychiatry, University of Geneva, Geneva, Switzerland
| | - Philippe Millet
- Department of Psychiatry, University Hospitals of Geneva, Geneva, Switzerland; Department of Psychiatry, University of Geneva, Geneva, Switzerland
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Chen C, Lan Z, Tang X, Chen W, Zhou X, Su H, Su R, Chen Z, Chen H, Guo Y, Deng W. Human-Derived Induced GABAergic Progenitor Cells Improve Cognitive Function in Mice and Inhibit Astrocyte Activation with Anti-Inflammatory Exosomes. Ann Neurol 2024; 96:488-507. [PMID: 38860520 DOI: 10.1002/ana.27001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 04/17/2024] [Accepted: 05/10/2024] [Indexed: 06/12/2024]
Abstract
OBJECTIVE The role of gamma-aminobutyric acid-ergic (GABAergic) neuron impairment in Alzheimer's disease (AD), and if and how transplantation of healthy GABAergic neurons can improve AD, remain unknown. METHODS Human-derived medial ganglionic eminence progenitors (hiMGEs) differentiated from programmed induced neural precursor cells (hiNPCs) were injected into the dentate gyrus region of the hippocampus (HIP). RESULTS We showed that grafts migrate to the whole brain and form functional synaptic connections in amyloid precursor protein gene/ presenilin-1 (APP/PS1) chimeric mice. Following transplantation of hiMGEs, behavioral deficits and AD-related pathology were alleviated and defective neurons were repaired. Notably, exosomes secreted from hiMGEs, which are rich in anti-inflammatory miRNA, inhibited astrocyte activation invitro and in vivo, and the mechanism was related to regulation of CD4+ Th1 cells mediated tumor necrosis factor (TNF) pathway. INTERPRETATION Taken together, these findings support the hypothesis that hiMGEs transplantation is an alternative treatment for neuronal loss in AD and demonstrate that exosomes with anti-inflammatory activity derived from hiMGEs are important factors for graft survival. ANN NEUROL 2024;96:488-507.
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Affiliation(s)
- Chunxia Chen
- Department of Pharmacy, The People's Hospital of Guangxi Zhuang Autonomous Region & Guangxi Academy of Medical Sciences, Nanning, P. R. China
- School of Pharmaceutical Sciences (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, P. R. China
| | - Zhaohui Lan
- Center for Brain Health and Brain Technology, Global Institute of Future Technology, Shanghai Jiao Tong University, Shanghai, China
| | - Xihe Tang
- Department of Neurosurgery, Aviation General Hospital, Beijing, P. R. China
- Department of Neurosurgery, The People's Hospital of Guangxi Zhuang Autonomous Region & Guangxi Academy of Medical Sciences, Nanning, P. R. China
| | - Wan Chen
- Department of Emergency, The People's Hospital of Guangxi Zhuang Autonomous Region & Guangxi Academy of Medical Sciences, Nanning, P. R. China
| | - Xing Zhou
- Department of Pharmacy, The People's Hospital of Guangxi Zhuang Autonomous Region & Guangxi Academy of Medical Sciences, Nanning, P. R. China
| | - Hua Su
- Department of Pharmacology, Guangxi Institute of Chinese Medicine & Pharmaceutical Science, Nanning, P. R. China
| | - Rixiang Su
- Department of Pharmacy, The People's Hospital of Guangxi Zhuang Autonomous Region & Guangxi Academy of Medical Sciences, Nanning, P. R. China
| | - Zhaolin Chen
- School of Pharmaceutical Sciences (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, P. R. China
| | - Hongbo Chen
- School of Pharmaceutical Sciences (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, P. R. China
| | - Ying Guo
- School of Pharmaceutical Sciences (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, P. R. China
| | - Wenbin Deng
- School of Pharmaceutical Sciences (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, P. R. China
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35
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Botella Lucena P, Heneka MT. Inflammatory aspects of Alzheimer's disease. Acta Neuropathol 2024; 148:31. [PMID: 39196440 DOI: 10.1007/s00401-024-02790-2] [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: 04/26/2024] [Revised: 08/14/2024] [Accepted: 08/15/2024] [Indexed: 08/29/2024]
Abstract
Alzheimer´s disease (AD) stands out as the most common chronic neurodegenerative disorder. AD is characterized by progressive cognitive decline and memory loss, with neurodegeneration as its primary pathological feature. The role of neuroinflammation in the disease course has become a focus of intense research. While microglia, the brain's resident macrophages, have been pivotal to study central immune inflammation, recent evidence underscores the contributions of other cellular entities to the neuroinflammatory process. In this article, we review the inflammatory role of microglia and astrocytes, focusing on their interactions with AD's core pathologies, amyloid beta deposition, and tau tangle formation. Additionally, we also discuss how different modes of regulated cell death in AD may impact the chronic neuroinflammatory environment. This review aims to highlight the evolving landscape of neuroinflammatory research in AD and underscores the importance of considering multiple cellular contributors when developing new therapeutic strategies.
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Affiliation(s)
- Pablo Botella Lucena
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, 6, Avenue du Swing, Belvaux, L-4367, Esch-Belval, Luxembourg
| | - Michael T Heneka
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, 6, Avenue du Swing, Belvaux, L-4367, Esch-Belval, Luxembourg.
- Department of Infectious Diseases and Immunology, University of Massachusetts Medical School, Worcester, MA, USA.
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36
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Sierra A, Miron VE, Paolicelli RC, Ransohoff RM. Microglia in Health and Diseases: Integrative Hubs of the Central Nervous System (CNS). Cold Spring Harb Perspect Biol 2024; 16:a041366. [PMID: 38438189 PMCID: PMC11293550 DOI: 10.1101/cshperspect.a041366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2024]
Abstract
Microglia are usually referred to as "the innate immune cells of the brain," "the resident macrophages of the central nervous system" (CNS), or "CNS parenchymal macrophages." These labels allude to their inherent immune function, related to their macrophage lineage. However, beyond their classic innate immune responses, microglia also play physiological roles crucial for proper brain development and maintenance of adult brain homeostasis. Microglia sense both external and local stimuli through a variety of surface receptors. Thus, they might serve as integrative hubs at the interface between the external environment and the CNS, able to decode, filter, and buffer cues from outside, with the aim of preserving and maintaining brain homeostasis. In this perspective, we will cast a critical look at how these multiple microglial functions are acquired and coordinated, and we will speculate on their impact on human brain physiology and pathology.
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Affiliation(s)
- Amanda Sierra
- Achucarro Basque Center for Neuroscience, Glial Cell Biology Laboratory, Science Park of UPV/EHU, E-48940 Leioa, Bizkaia, Spain
- Department of Biochemistry and Molecular Biology, University of the Basque Country EHU/UPV, 48940 Leioa, Spain
- Ikerbasque Foundation, Bilbao 48009, Spain
| | - Veronique E Miron
- BARLO Multiple Sclerosis Centre, Keenan Research Centre for Biomedical Science at St. Michael's Hospital, Toronto M5B 1T8, Canada
- Department of Immunology, University of Toronto, Toronto M5S 1A8, Canada
- UK Dementia Research Institute at the University of Edinburgh, Edinburgh BioQuarter, Edinburgh EH16 4TJ, United Kingdom
| | - Rosa C Paolicelli
- Department of Biomedical Sciences, Faculty of Biology and Medicine, University of Lausanne, CH-1005 Lausanne, Switzerland
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Kawahara K, Hasegawa T, Hasegawa N, Izumi T, Sato K, Sakamaki T, Ando M, Maeda T. Truncated GPNMB, a microglial transmembrane protein, serves as a scavenger receptor for oligomeric β-amyloid peptide 1-42 in primary type 1 microglia. J Neurochem 2024; 168:1317-1339. [PMID: 38361142 DOI: 10.1111/jnc.16078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 01/27/2024] [Accepted: 01/31/2024] [Indexed: 02/17/2024]
Abstract
Glycoprotein non-metastatic melanoma protein B (GPNMB) is up-regulated in one subtype of microglia (MG) surrounding senile plaque depositions of amyloid-beta (Aβ) peptides. However, whether the microglial GPNMB can recognize the fibrous Aβ peptides as ligands remains unknown. In this study, we report that the truncated form of GPNMB, the antigen for 9F5, serves as a scavenger receptor for oligomeric Aβ1-42 (o-Aβ1-42) in rat primary type 1 MG. 125I-labeled o-Aβ1-42 exhibited specific and saturable endosomal/lysosomal degradation in primary-cultured type 1 MG from GPNMB-expressing wild-type mice, whereas the degradation activity was markedly reduced in cells from Gpnmb-knockout mice. The Gpnmb-siRNA significantly inhibits the degradation of 125I-o-Aβ1-42 by murine microglial MG5 cells. Therefore, GPNMB contributes to mouse MG's o-Aβ1-42 clearance. In rat primary type 1 MG, the cell surface expression of truncated GPNMB was confirmed by a flow cytometric analysis using a previously established 9F5 antibody. 125I-labeled o-Aβ1-42 underwent endosomal/lysosomal degradation by rat primary type 1 MG in a dose-dependent fashion, while the 9F5 antibody inhibited the degradation. The binding of 125I-o-Aβ1-42 to the rat primary type 1 MG was inhibited by 42% by excess unlabeled o-Aβ1-42, and by 52% by the 9F5 antibody. Interestingly, the 125I-o-Aβ1-42 degradations by MG-like cells from human-induced pluripotent stem cells was inhibited by the 9F5 antibody, suggesting that truncated GPNMB also serve as a scavenger receptor for o-Aβ1-42 in human MG. Our study demonstrates that the truncated GPNMB (the antigen for 9F5) binds to oligomeric form of Aβ1-42 and functions as a scavenger receptor on MG, and 9F5 antibody can act as a blocking antibody for the truncated GPNMB.
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Affiliation(s)
- Kohichi Kawahara
- Department of Pharmacology, Niigata University of Pharmacy and Medical and Life Sciences, Niigata, Japan
- Department of Bio-analytical Chemistry, Niigata University of Pharmacy and Medical and Life Sciences, Niigata, Japan
| | - Takuya Hasegawa
- Department of Pharmacology, Niigata University of Pharmacy and Medical and Life Sciences, Niigata, Japan
| | - Noa Hasegawa
- Department of Pharmacology, Niigata University of Pharmacy and Medical and Life Sciences, Niigata, Japan
| | - Taisei Izumi
- Department of Pharmacology, Niigata University of Pharmacy and Medical and Life Sciences, Niigata, Japan
| | - Koji Sato
- Laboratory of Health Chemistry, Niigata University of Pharmacy and Medical and Life Sciences, Niigata, Japan
| | - Toshiyuki Sakamaki
- Laboratory of Health Chemistry, Niigata University of Pharmacy and Medical and Life Sciences, Niigata, Japan
| | - Masayuki Ando
- Education Center for Pharmacy, Faculty of Pharmacy, Niigata University of Pharmacy and Medical and Life Sciences, Niigata, Japan
| | - Takehiko Maeda
- Department of Pharmacology, Niigata University of Pharmacy and Medical and Life Sciences, Niigata, Japan
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Wei J, Wang M, Li S, Han R, Xu W, Zhao A, Yu Q, Li H, Li M, Chi G. Reprogramming of astrocytes and glioma cells into neurons for central nervous system repair and glioblastoma therapy. Biomed Pharmacother 2024; 176:116806. [PMID: 38796971 DOI: 10.1016/j.biopha.2024.116806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Revised: 05/18/2024] [Accepted: 05/20/2024] [Indexed: 05/29/2024] Open
Abstract
Central nervous system (CNS) damage is usually irreversible owing to the limited regenerative capability of neurons. Following CNS injury, astrocytes are reactively activated and are the key cells involved in post-injury repair mechanisms. Consequently, research on the reprogramming of reactive astrocytes into neurons could provide new directions for the restoration of neural function after CNS injury and in the promotion of recovery in various neurodegenerative diseases. This review aims to provide an overview of the means through which reactive astrocytes around lesions can be reprogrammed into neurons, to elucidate the intrinsic connection between the two cell types from a neurogenesis perspective, and to summarize what is known about the neurotranscription factors, small-molecule compounds and MicroRNA that play major roles in astrocyte reprogramming. As the malignant proliferation of astrocytes promotes the development of glioblastoma multiforme (GBM), this review also examines the research advances on and the theoretical basis for the reprogramming of GBM cells into neurons and discusses the advantages of such approaches over traditional treatment modalities. This comprehensive review provides new insights into the field of GBM therapy and theoretical insights into the mechanisms of neurological recovery following neurological injury and in GBM treatment.
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Affiliation(s)
- Junyuan Wei
- The Key Laboratory of Pathobiology, Ministry of Education, and College of Basic Medical Sciences, Jilin University, Changchun 130021, China.
| | - Miaomiao Wang
- The Key Laboratory of Pathobiology, Ministry of Education, and College of Basic Medical Sciences, Jilin University, Changchun 130021, China.
| | - Shilin Li
- School of Public Health, Jilin University, Changchun 130021, China.
| | - Rui Han
- Department of Neurovascular Surgery, First Hospital of Jilin University, 1xinmin Avenue, Changchun, Jilin Province 130021, China.
| | - Wenhong Xu
- The Key Laboratory of Pathobiology, Ministry of Education, and College of Basic Medical Sciences, Jilin University, Changchun 130021, China.
| | - Anqi Zhao
- The Key Laboratory of Pathobiology, Ministry of Education, and College of Basic Medical Sciences, Jilin University, Changchun 130021, China.
| | - Qi Yu
- The Key Laboratory of Pathobiology, Ministry of Education, and College of Basic Medical Sciences, Jilin University, Changchun 130021, China.
| | - Haokun Li
- The Key Laboratory of Pathobiology, Ministry of Education, and College of Basic Medical Sciences, Jilin University, Changchun 130021, China.
| | - Meiying Li
- The Key Laboratory of Pathobiology, Ministry of Education, and College of Basic Medical Sciences, Jilin University, Changchun 130021, China.
| | - Guangfan Chi
- The Key Laboratory of Pathobiology, Ministry of Education, and College of Basic Medical Sciences, Jilin University, Changchun 130021, China.
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Uchiyama-Tanaka Y, Yamakage H, Inui T. The Effects of Dietary Intervention and Macrophage-Activating Factor Supplementation on Cognitive Function in Elderly Users of Outpatient Rehabilitation. Nutrients 2024; 16:2078. [PMID: 38999825 PMCID: PMC11242981 DOI: 10.3390/nu16132078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Revised: 06/24/2024] [Accepted: 06/26/2024] [Indexed: 07/14/2024] Open
Abstract
BACKGROUND Age, genetic, and environmental factors are noted to contribute to dementia risk. Neuroplasticity, protection from degeneration and cell death, and early intervention are desirable for preventing dementia. The linkage between neurons and microglia has been a research focus. In this study, we examined the effects of dietary modification (a reduction in advanced glycation end products [AGEs]) and macrophage-activating factor (MAF; a macrophage regulator) supplementation on cognitive function in elderly participants undergoing rehabilitation. METHODS Participants were older than 60 years of age and had been attending a daycare rehabilitation facility for at least three months without cognitive dysfunction, severe anemia, terminal cancer, or neurodegenerative diseases such as Parkinson's disease. The exercise protocol at the rehabilitation facility was not changed during the study period. Forty-three participates were randomly divided into three groups: a control group receiving placebo, a group receiving dietary guidance, and a group receiving dietary guidance and MAF supplementation. The amyloid-β40/42 ratio, dietary AGE intake, plasma AGE levels, dietary caloric intake, and mild cognitive impairment (MCI) screen test were evaluated. RESULTS Four participants withdrew from the study. MCI screening scores significantly improved in the MAF supplementation group, especially after 6 months. Dietary modulation was also more effective than placebo at improving cognitive function after 12 months. Only the control group exhibited significantly increased plasma AGEs while the dietary modulation and MAF supplementation groups showed no change in plasma AGEs after 12 months. CONCLUSIONS MAF supplementation improved cognitive function, especially after 6 months, in elderly people undergoing rehabilitation. Dietary modulation was also effective for improving cognitive function after 12 months compared to that in the control group. It was difficult to supervise meals during dietary guidance at the daycare service. However, simple guidance could show improvements in cognitive function through diet.
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Affiliation(s)
- Yoko Uchiyama-Tanaka
- Yoko Clinic, 3-3-13 Takami, Yahatahigashiku, Kitakyushu 805-0016, Fukuoka, Japan
| | - Hajime Yamakage
- Satista Co., Ltd., 77-1, Minamiochiai, Makishimama-cho, Uji 611-0041, Kyoto, Japan;
| | - Toshio Inui
- Inui Clinic, 3-34, 8-2, Okubo-cho, Moriguchi 570-0012, Osaka, Japan;
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40
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Tang J, Huang H, Muirhead RCJ, Zhou Y, Li J, DeFelice J, Kopanitsa MV, Serneels L, Davey K, Tilley BS, Gentleman S, Matthews PM. Associations of amyloid-β oligomers and plaques with neuropathology in the App NL-G-F mouse. Brain Commun 2024; 6:fcae218. [PMID: 39035420 PMCID: PMC11258573 DOI: 10.1093/braincomms/fcae218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 03/22/2024] [Accepted: 06/23/2024] [Indexed: 07/23/2024] Open
Abstract
Amyloid-β pathology and neurofibrillary tangles lead to glial activation and neurodegeneration in Alzheimer's disease. In this study, we investigated the relationships between the levels of amyloid-β oligomers, amyloid-β plaques, glial activation and markers related to neurodegeneration in the App NL-G-F triple mutation mouse line and in a knock-in line homozygous for the common human amyloid precursor protein (App hu mouse). The relationships between neuropathological features were characterized with immunohistochemistry and imaging mass cytometry. Markers assessing human amyloid-β proteins, microglial and astrocytic activation and neuronal and synaptic densities were used in mice between 2.5 and 12 months of age. We found that amyloid-β oligomers were abundant in the brains of App hu mice in the absence of classical amyloid-β plaques. These brains showed morphological changes consistent with astrocyte activation but no evidence of microglial activation or synaptic or neuronal pathology. In contrast, both high levels of amyloid-β oligomers and numerous plaques accumulated in App NL-G-F mice in association with substantial astrocytic and microglial activation. The increase in amyloid-β oligomers over time was more strongly correlated with astrocytic than with microglia activation. Spatial analyses suggested that activated microglia were more closely associated with amyloid-β oligomers than with amyloid-β plaques in App NL-G-F mice, which also showed age-dependent decreases in neuronal and synaptic density markers. A comparative study of the two models highlighted the dependence of glial and neuronal pathology on the nature and aggregation state of the amyloid-β peptide. Astrocyte activation and neuronal pathology appeared to be more strongly associated with amyloid-β oligomers than with amyloid-β plaques, although amyloid-β plaques were associated with microglia activation.
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Affiliation(s)
- Jiabin Tang
- UK Dementia Research Institute, Uren Building, Imperial College London, White City Campus, London W12 0BZ, UK
- Department of Brain Sciences, Burlington Danes Building, Imperial College London, Hammersmith Campus, London W12 0NN, UK
- Department of Anesthesiology, Weill Cornell Medicine, Cornell University, New York, NY 11106, USA
| | - Helen Huang
- Department of Metabolism, Digestion and Reproduction, Imperial College London, South Kensington Campus, London SW7 2AZ, UK
| | - Robert C J Muirhead
- UK Dementia Research Institute, Uren Building, Imperial College London, White City Campus, London W12 0BZ, UK
- Randall Centre for Cell and Molecular Biophysics, Kings College London, London SE5 9RX, UK
| | - Yue Zhou
- Department of Mechanical Engineering, Roberts Engineering Building, University College London, London WC1E 7JE, UK
| | - Junheng Li
- UK Dementia Research Institute, Uren Building, Imperial College London, White City Campus, London W12 0BZ, UK
| | - John DeFelice
- Department of Brain Sciences, Burlington Danes Building, Imperial College London, Hammersmith Campus, London W12 0NN, UK
| | - Maksym V Kopanitsa
- UK Dementia Research Institute, Uren Building, Imperial College London, White City Campus, London W12 0BZ, UK
- The Francis Crick Institute, London NW1 1AT, UK
| | - Lutgarde Serneels
- Centre for Brain and Disease Research, Flanders Institute for Biotechnology (VIB), 9052 Gent, Belgium
| | - Karen Davey
- UK Dementia Research Institute, Uren Building, Imperial College London, White City Campus, London W12 0BZ, UK
- UK Dementia Research Institute, Kings College London, Denmark Hill Campus, London SE5 9RX, UK
| | - Bension S Tilley
- Department of Brain Sciences, Burlington Danes Building, Imperial College London, Hammersmith Campus, London W12 0NN, UK
| | - Steve Gentleman
- Department of Brain Sciences, Burlington Danes Building, Imperial College London, Hammersmith Campus, London W12 0NN, UK
| | - Paul M Matthews
- UK Dementia Research Institute, Uren Building, Imperial College London, White City Campus, London W12 0BZ, UK
- Department of Brain Sciences, Burlington Danes Building, Imperial College London, Hammersmith Campus, London W12 0NN, UK
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41
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Wang N, Cai L, Pei X, Lin Z, Huang L, Liang C, Wei M, Shao L, Guo T, Huang F, Luo H, Zheng H, Chen XF, Leng L, Zhang YW, Wang X, Zhang J, Guo K, Wang Z, Zhang H, Zhao Y, Xu H. Microglial apolipoprotein E particles contribute to neuronal senescence and synaptotoxicity. iScience 2024; 27:110006. [PMID: 38868202 PMCID: PMC11167441 DOI: 10.1016/j.isci.2024.110006] [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: 08/24/2023] [Revised: 12/13/2023] [Accepted: 05/14/2024] [Indexed: 06/14/2024] Open
Abstract
Apolipoprotein E (apoE) plays a crucial role in the pathogenesis of Alzheimer's disease (AD). Microglia exhibit a substantial upregulation of apoE in AD-associated circumstances, despite astrocytes being the primary source of apoE expression and secretion in the brain. Although the role of astrocytic apoE in the brain has been extensively investigated, it remains unclear that whether and how apoE particles generated from astrocytes and microglia differ in biological characteristic and function. Here, we demonstrate the differences in size between apoE particles generated from microglia and astrocytes. Microglial apoE particles impair neurite growth and synapses, and promote neuronal senescence, whereas depletion of GPNMB (glycoprotein non-metastatic melanoma protein B) in microglial apoE particles mitigated these deleterious effects. In addition, human APOE4-expressing microglia are more neurotoxic than APOE3-bearing microglia. For the first time, these results offer concrete evidence that apoE particles produced by microglia are involved in neuronal senescence and toxicity.
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Affiliation(s)
- Na Wang
- Center for Brain Sciences, First Affiliated Hospital of Xiamen University, Institute of Neuroscience, Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, School of Medicine, Xiamen University, Xiamen, Fujian 361005, China
| | - Lujian Cai
- Center for Brain Sciences, First Affiliated Hospital of Xiamen University, Institute of Neuroscience, Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, School of Medicine, Xiamen University, Xiamen, Fujian 361005, China
| | - Xinyu Pei
- Center for Brain Sciences, First Affiliated Hospital of Xiamen University, Institute of Neuroscience, Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, School of Medicine, Xiamen University, Xiamen, Fujian 361005, China
| | - Zhihao Lin
- Center for Brain Sciences, First Affiliated Hospital of Xiamen University, Institute of Neuroscience, Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, School of Medicine, Xiamen University, Xiamen, Fujian 361005, China
| | - Lihong Huang
- Center for Brain Sciences, First Affiliated Hospital of Xiamen University, Institute of Neuroscience, Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, School of Medicine, Xiamen University, Xiamen, Fujian 361005, China
- State Key Laboratory of Cellular Stress Biology, Xiamen University, Xiamen 361102, China
| | - Chensi Liang
- Center for Brain Sciences, First Affiliated Hospital of Xiamen University, Institute of Neuroscience, Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, School of Medicine, Xiamen University, Xiamen, Fujian 361005, China
| | - Min Wei
- Center for Brain Sciences, First Affiliated Hospital of Xiamen University, Institute of Neuroscience, Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, School of Medicine, Xiamen University, Xiamen, Fujian 361005, China
| | - Lin Shao
- Center for Brain Sciences, First Affiliated Hospital of Xiamen University, Institute of Neuroscience, Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, School of Medicine, Xiamen University, Xiamen, Fujian 361005, China
| | - Tiantian Guo
- Center for Brain Sciences, First Affiliated Hospital of Xiamen University, Institute of Neuroscience, Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, School of Medicine, Xiamen University, Xiamen, Fujian 361005, China
| | - Fang Huang
- Institute for Brain Science and Disease, Chongqing Medical University, Chongqing 400016, China
- Key Laboratory of Major Brain Disease and Aging Research (Ministry of Education), Chongqing 400016, China
| | - Hong Luo
- Center for Brain Sciences, First Affiliated Hospital of Xiamen University, Institute of Neuroscience, Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, School of Medicine, Xiamen University, Xiamen, Fujian 361005, China
| | - Honghua Zheng
- Center for Brain Sciences, First Affiliated Hospital of Xiamen University, Institute of Neuroscience, Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, School of Medicine, Xiamen University, Xiamen, Fujian 361005, China
| | - Xiao-fen Chen
- Center for Brain Sciences, First Affiliated Hospital of Xiamen University, Institute of Neuroscience, Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, School of Medicine, Xiamen University, Xiamen, Fujian 361005, China
| | - Lige Leng
- Center for Brain Sciences, First Affiliated Hospital of Xiamen University, Institute of Neuroscience, Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, School of Medicine, Xiamen University, Xiamen, Fujian 361005, China
| | - Yun-wu Zhang
- Center for Brain Sciences, First Affiliated Hospital of Xiamen University, Institute of Neuroscience, Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, School of Medicine, Xiamen University, Xiamen, Fujian 361005, China
| | - Xin Wang
- Center for Brain Sciences, First Affiliated Hospital of Xiamen University, Institute of Neuroscience, Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, School of Medicine, Xiamen University, Xiamen, Fujian 361005, China
- State Key Laboratory of Cellular Stress Biology, Xiamen University, Xiamen 361102, China
| | - Jie Zhang
- Center for Brain Sciences, First Affiliated Hospital of Xiamen University, Institute of Neuroscience, Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, School of Medicine, Xiamen University, Xiamen, Fujian 361005, China
| | - Kai Guo
- Institute for Brain Science and Disease, Chongqing Medical University, Chongqing 400016, China
- Key Laboratory of Major Brain Disease and Aging Research (Ministry of Education), Chongqing 400016, China
| | - Zhanxiang Wang
- Center for Brain Sciences, First Affiliated Hospital of Xiamen University, Institute of Neuroscience, Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, School of Medicine, Xiamen University, Xiamen, Fujian 361005, China
| | - Hongsheng Zhang
- Institute for Brain Science and Disease, Chongqing Medical University, Chongqing 400016, China
- Key Laboratory of Major Brain Disease and Aging Research (Ministry of Education), Chongqing 400016, China
| | - Yingjun Zhao
- Center for Brain Sciences, First Affiliated Hospital of Xiamen University, Institute of Neuroscience, Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, School of Medicine, Xiamen University, Xiamen, Fujian 361005, China
| | - Huaxi Xu
- Center for Brain Sciences, First Affiliated Hospital of Xiamen University, Institute of Neuroscience, Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, School of Medicine, Xiamen University, Xiamen, Fujian 361005, China
- Institute for Brain Science and Disease, Chongqing Medical University, Chongqing 400016, China
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42
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Adeoye T, Shah SI, Ullah G. Systematic Analysis of Biological Processes Reveals Gene Co-expression Modules Driving Pathway Dysregulation in Alzheimer's Disease. Aging Dis 2024; 16:1598-1625. [PMID: 38913039 PMCID: PMC12096932 DOI: 10.14336/ad.2024.0429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 06/12/2024] [Indexed: 06/25/2024] Open
Abstract
Alzheimer's disease (AD) manifests as a complex systems pathology with intricate interplay among various genes and biological processes. Traditional differential gene expression (DEG) analysis, while commonly employed to characterize AD-driven perturbations, does not sufficiently capture the full spectrum of underlying biological processes. Utilizing single-nucleus RNA-sequencing data from postmortem brain samples across key regions-middle temporal gyrus, superior frontal gyrus, and entorhinal cortex-we provide a comprehensive systematic analysis of disrupted processes in AD. We go beyond the DEG-centric analysis by integrating pathway activity analysis with weighted gene co-expression patterns to comprehensively map gene interconnectivity, identifying region- and cell-type-specific drivers of biological processes associated with AD. Our analysis reveals profound modular heterogeneity in neurons and glia as well as extensive AD-related functional disruptions. Co-expression networks highlighted the extended involvement of astrocytes and microglia in biological processes beyond neuroinflammation, such as calcium homeostasis, glutamate regulation, lipid metabolism, vesicle-mediated transport, and TOR signaling. We find limited representation of DEGs within dysregulated pathways across neurons and glial cells, suggesting that differential gene expression alone may not adequately represent the disease complexity. Further dissection of inferred gene modules revealed distinct dynamics of hub DEGs in neurons versus glia, suggesting that DEGs exert more impact on neurons compared to glial cells in driving modular dysregulations underlying perturbed biological processes. Interestingly, we observe an overall downregulation of astrocyte and microglia modules across all brain regions in AD, indicating a prevailing trend of functional repression in glial cells across these regions. Notable genes from the CALM and HSP90 families emerged as hub genes across neuronal modules in all brain regions, suggesting conserved roles as drivers of synaptic dysfunction in AD. Our findings demonstrate the importance of an integrated, systems-oriented approach combining pathway and network analysis to comprehensively understand the cell-type-specific roles of genes in AD-related biological processes.
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Affiliation(s)
| | | | - Ghanim Ullah
- Department of Physics, University of South Florida, Tampa, FL 33620, USA.
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43
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Fancy NN, Smith AM, Caramello A, Tsartsalis S, Davey K, Muirhead RCJ, McGarry A, Jenkyns MH, Schneegans E, Chau V, Thomas M, Boulger S, Cheung TKD, Adair E, Papageorgopoulou M, Willumsen N, Khozoie C, Gomez-Nicola D, Jackson JS, Matthews PM. Characterisation of premature cell senescence in Alzheimer's disease using single nuclear transcriptomics. Acta Neuropathol 2024; 147:78. [PMID: 38695952 PMCID: PMC11065703 DOI: 10.1007/s00401-024-02727-9] [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: 01/04/2024] [Revised: 03/11/2024] [Accepted: 03/28/2024] [Indexed: 05/05/2024]
Abstract
Aging is associated with cell senescence and is the major risk factor for AD. We characterized premature cell senescence in postmortem brains from non-diseased controls (NDC) and donors with Alzheimer's disease (AD) using imaging mass cytometry (IMC) and single nuclear RNA (snRNA) sequencing (> 200,000 nuclei). We found increases in numbers of glia immunostaining for galactosidase beta (> fourfold) and p16INK4A (up to twofold) with AD relative to NDC. Increased glial expression of genes related to senescence was associated with greater β-amyloid load. Prematurely senescent microglia downregulated phagocytic pathways suggesting reduced capacity for β-amyloid clearance. Gene set enrichment and pseudo-time trajectories described extensive DNA double-strand breaks (DSBs), mitochondrial dysfunction and ER stress associated with increased β-amyloid leading to premature senescence in microglia. We replicated these observations with independent AD snRNA-seq datasets. Our results describe a burden of senescent glia with AD that is sufficiently high to contribute to disease progression. These findings support the hypothesis that microglia are a primary target for senolytic treatments in AD.
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Affiliation(s)
- Nurun N Fancy
- Department of Brain Sciences, Imperial College London, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Amy M Smith
- Department of Brain Sciences, Imperial College London, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK
- Centre for Brain Research and Department of Pharmacology and Clinical Pharmacology, University of Auckland, Auckland, New Zealand
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Alessia Caramello
- Department of Brain Sciences, Imperial College London, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Stergios Tsartsalis
- Department of Brain Sciences, Imperial College London, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK
- Department of Psychiatry, University of Geneva, Geneva, Switzerland
| | - Karen Davey
- Department of Brain Sciences, Imperial College London, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
- UK Dementia Research Institute Centre, King's College London, London, UK
| | - Robert C J Muirhead
- Department of Brain Sciences, Imperial College London, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
- UK Dementia Research Institute Centre, King's College London, London, UK
| | - Aisling McGarry
- Department of Brain Sciences, Imperial College London, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
- Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Marion H Jenkyns
- Department of Brain Sciences, Imperial College London, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK
| | - Eleonore Schneegans
- Department of Brain Sciences, Imperial College London, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Vicky Chau
- Department of Brain Sciences, Imperial College London, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Michael Thomas
- Department of Brain Sciences, Imperial College London, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Sam Boulger
- Department of Brain Sciences, Imperial College London, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - To Ka Dorcas Cheung
- Department of Brain Sciences, Imperial College London, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Emily Adair
- Department of Brain Sciences, Imperial College London, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Marianna Papageorgopoulou
- Department of Brain Sciences, Imperial College London, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Nanet Willumsen
- Department of Brain Sciences, Imperial College London, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Combiz Khozoie
- Department of Brain Sciences, Imperial College London, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Diego Gomez-Nicola
- School of Biological Sciences, University of Southampton, Southampton, UK
| | - Johanna S Jackson
- Department of Brain Sciences, Imperial College London, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Paul M Matthews
- Department of Brain Sciences, Imperial College London, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK.
- UK Dementia Research Institute Centre, Imperial College London, London, UK.
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Shi YS, Zhang Y, Luo X, Yang HK, He YS. 1,7-diphenyl-4-hepten-3-one mitigates Alzheimer's-like pathology by inhibiting pyroptosis via activating the Nrf2 pathway. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2024; 397:3065-3075. [PMID: 37878046 DOI: 10.1007/s00210-023-02765-2] [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: 04/23/2023] [Accepted: 09/30/2023] [Indexed: 10/26/2023]
Abstract
Pyroptosis-mediated neuron death plays a crucial role in neurodegenerative diseases, such as Alzheimer's disease (AD). However, the effect of 1,7-diphenyl-4-hepten-3-one (C1), a natural diarylheptanoid, on AD is unclear. Herein, we investigated the therapeutic effect of C1 on APP/PS1 mice and β-amyloid (Aβ)-induced HT22 cells. Our findings showed that C1 attenuated cognitive impairment and mitigated pathological damage in APP/PS1 mice. Furthermore, we found that C1 prevented oxidative stress damage and decreased the levels of pyroptosis-related proteins. In vitro experiments showed that C1 can improve the proliferation of Aβ-induced HT22 cells and decrease the levels of pyroptosis-related proteins in them. When Nrf2 was silenced, the positive effects of C1 in inhibiting pyroptosis were inhibited. Particularly, the production of pyroptosis-associated proteins, including NLRP3, GSDMD, and caspase-1, and the secretion of pro-inflammatory molecules, including IL-1 and IL-18, were increased. Altogether, these findings indicate that C1 can mitigate AD-like pathology via the inhibition of pyroptosis by activating the Nrf2 pathway. We believe that this study can provide alternative strategies for the prevention and treatment of AD.
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Affiliation(s)
- Yu-Sheng Shi
- Ma'anshan People's Hospital, Ma'anshan, 243000, China
- Anhui Medical University, Hefei, 230032, China
| | - Yan Zhang
- Ma'anshan People's Hospital, Ma'anshan, 243000, China
- Anhui Medical University, Hefei, 230032, China
- Chiba University, Matsudo, 2718501, Japan
| | - Xiao Luo
- Ma'anshan People's Hospital, Ma'anshan, 243000, China
| | - Hong-Kai Yang
- Ma'anshan People's Hospital, Ma'anshan, 243000, China
| | - Yong-Sheng He
- Ma'anshan People's Hospital, Ma'anshan, 243000, China.
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45
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Wu J, Wang J, Duan C, Han C, Hou X. Identifying MS4A6A + macrophages as potential contributors to the pathogenesis of nonalcoholic fatty liver disease, periodontitis, and type 2 diabetes mellitus. Heliyon 2024; 10:e29340. [PMID: 38644829 PMCID: PMC11033123 DOI: 10.1016/j.heliyon.2024.e29340] [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: 01/18/2024] [Revised: 03/14/2024] [Accepted: 04/05/2024] [Indexed: 04/23/2024] Open
Abstract
Purpose Concrete epidemiological evidence has suggested the mutually-contributing effect respectively between nonalcoholic fatty liver disease (NAFLD), type 2 diabetes mellitus (T2DM), and periodontitis (PD); however, their shared crosstalk mechanism remains an open issue. Method The NAFLD, PD, and T2DM-related datasets were obtained from the NCBI GEO repository. Their common differentially expressed genes (DEGs) were identified and the functional enrichment analysis performed by the DAVID platform determined relevant biological processes and pathways. Then, the STRING database established a PPI network of such DEGs and topological analysis through Cytoscape 3.7.1 software along with the machine-learning analysis by the least absolute shrinkage and selection operator (LASSO) algorithm screened out hub characteristic genes. Their efficacy was validated by external datasets using the receiver operating characteristic (ROC) curve, and gene expression and location of the most robust one was determined using single-cell sequencing and immunohistochemical staining. Finally, the promising drugs were predicted through the CTD database, and the CB-DOCK 2 and Pymol platform mimicked molecular docking. Result Intersection of differentially expressed genes from three datasets identified 25 shared DEGs of the three diseases, which were enriched in MHC II-mediated antigen presenting process. PPI network and LASSO machine-learning analysis determined 4 feature genes, of which the MS4A6A gene mainly expressed by macrophages was the hub gene and key immune cell type. Molecular docking simulation chosen fenretinide as the most promising medicant for MS4A6A+ macrophages. Conclusion MS4A6A+ macrophages were suggested to be important immune-related mediators in the progression of NAFLD, PD, and T2DM pathologies.
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Affiliation(s)
- Junhao Wu
- Division of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Jinsheng Wang
- Department of Gastroenterology, Sir Run Run Shaw Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310016, China
| | - Caihan Duan
- Division of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Chaoqun Han
- Division of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Xiaohua Hou
- Division of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
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46
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Feng X, Qi F, Huang Y, Zhang G, Deng W. Reduced Expression of CLEC4G in Neurons Is Associated with Alzheimer's Disease. Int J Mol Sci 2024; 25:4621. [PMID: 38731839 PMCID: PMC11083414 DOI: 10.3390/ijms25094621] [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: 03/10/2024] [Revised: 04/16/2024] [Accepted: 04/17/2024] [Indexed: 05/13/2024] Open
Abstract
CLEC4G, a glycan-binding receptor, has previously been demonstrated to inhibit Aβ generation, yet its brain localization and functions in Alzheimer's disease (AD) are not clear. We explored the localization, function, and regulatory network of CLEC4G via experiments and analysis of RNA-seq databases. CLEC4G transcripts and proteins were identified in brain tissues, with the highest expression observed in neurons. Notably, AD was associated with reduced levels of CLEC4G transcripts. Bioinformatic analyses revealed interactions between CLEC4G and relevant genes such as BACE1, NPC1, PILRA, TYROBP, MGAT1, and MGAT3, all displaying a negative correlation trend. We further identified the upstream transcriptional regulators NR2F6 and XRCC4 for CLEC4G and confirmed a decrease in CLEC4G expression in APP/PS1 transgenic mice. This study highlights the role of CLEC4G in protecting against AD progression and the significance of CLEC4G for AD research and management.
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Affiliation(s)
- Xinwei Feng
- School of Pharmaceutical Sciences (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen 510631, China
| | - Fangfang Qi
- Department of Neurology, Mayo Clinic, Rochester, MN 55901, USA
- Department of Anatomy and Physiology, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Yuying Huang
- Department of Microbial and Biochemical Pharmacy, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, China
| | - Ge Zhang
- Department of Microbial and Biochemical Pharmacy, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, China
| | - Wenbin Deng
- School of Pharmaceutical Sciences (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen 510631, China
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47
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Yang F, Beltran-Lobo P, Sung K, Goldrick C, Croft CL, Nishimura A, Hedges E, Mahiddine F, Troakes C, Golde TE, Perez-Nievas BG, Hanger DP, Noble W, Jimenez-Sanchez M. Reactive astrocytes secrete the chaperone HSPB1 to mediate neuroprotection. SCIENCE ADVANCES 2024; 10:eadk9884. [PMID: 38507480 PMCID: PMC10954207 DOI: 10.1126/sciadv.adk9884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 02/14/2024] [Indexed: 03/22/2024]
Abstract
Molecular chaperones are protective in neurodegenerative diseases by preventing protein misfolding and aggregation, such as extracellular amyloid plaques and intracellular tau neurofibrillary tangles in Alzheimer's disease (AD). In addition, AD is characterized by an increase in astrocyte reactivity. The chaperone HSPB1 has been proposed as a marker for reactive astrocytes; however, its astrocytic functions in neurodegeneration remain to be elucidated. Here, we identify that HSPB1 is secreted from astrocytes to exert non-cell-autonomous protective functions. We show that in human AD brain, HSPB1 levels increase in astrocytes that cluster around amyloid plaques, as well as in the adjacent extracellular space. Moreover, in conditions that mimic an inflammatory reactive response, astrocytes increase HSPB1 secretion. Concomitantly, astrocytes and neurons can uptake astrocyte-secreted HSPB1, which is accompanied by an attenuation of the inflammatory response in reactive astrocytes and reduced pathological tau inclusions. Our findings highlight a protective mechanism in disease conditions that encompasses the secretion of a chaperone typically regarded as intracellular.
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Affiliation(s)
- Fangjia Yang
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, 5 Cutcombe Road, London SE5 9RX, UK
| | - Paula Beltran-Lobo
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, 5 Cutcombe Road, London SE5 9RX, UK
| | - Katherine Sung
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, 5 Cutcombe Road, London SE5 9RX, UK
| | - Caoimhe Goldrick
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, 5 Cutcombe Road, London SE5 9RX, UK
| | - Cara L. Croft
- UK Dementia Research Institute, UCL Institute of Neurology, University College London, London, UK
- Centre for Neuroscience, Surgery and Trauma, Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Agnes Nishimura
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, 5 Cutcombe Road, London SE5 9RX, UK
| | - Erin Hedges
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, 5 Cutcombe Road, London SE5 9RX, UK
| | - Farah Mahiddine
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, 5 Cutcombe Road, London SE5 9RX, UK
| | - Claire Troakes
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, 5 Cutcombe Road, London SE5 9RX, UK
- London Neurodegenerative Diseases Brain Bank, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Todd E. Golde
- Department of Neuroscience, College of Medicine, University of Florida, Gainesville, FL, USA
- Center for Translational Research in Neurodegenerative Disease, College of Medicine, University of Florida, Gainesville, FL, USA
- McKnight Brain Institute, College of Medicine, University of Florida, Gainesville, FL, USA
- Department of Pharmacology and Chemical Biology, Department of Neurology, Emory Center for Neurodegenerative Disease, Emory University, Atlanta, GA, USA
| | - Beatriz G. Perez-Nievas
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, 5 Cutcombe Road, London SE5 9RX, UK
| | - Diane P. Hanger
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, 5 Cutcombe Road, London SE5 9RX, UK
| | - Wendy Noble
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, 5 Cutcombe Road, London SE5 9RX, UK
- Department of Biomedical and Clinical Sciences, University of Exeter, Exeter, UK
| | - Maria Jimenez-Sanchez
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, 5 Cutcombe Road, London SE5 9RX, UK
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48
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Adeoye T, Shah SI, Ullah G. Systematic Analysis of Biological Processes Reveals Gene Co-expression Modules Driving Pathway Dysregulation in Alzheimer's Disease. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.15.585267. [PMID: 38559218 PMCID: PMC10980062 DOI: 10.1101/2024.03.15.585267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
Alzheimer's disease (AD) manifests as a complex systems pathology with intricate interplay among various genes and biological processes. Traditional differential gene expression (DEG) analysis, while commonly employed to characterize AD-driven perturbations, does not sufficiently capture the full spectrum of underlying biological processes. Utilizing single-nucleus RNA-sequencing data from postmortem brain samples across key regions-middle temporal gyrus, superior frontal gyrus, and entorhinal cortex-we provide a comprehensive systematic analysis of disrupted processes in AD. We go beyond the DEG-centric analysis by integrating pathway activity analysis with weighted gene co-expression patterns to comprehensively map gene interconnectivity, identifying region- and cell-type-specific drivers of biological processes associated with AD. Our analysis reveals profound modular heterogeneity in neurons and glia as well as extensive AD-related functional disruptions. Co-expression networks highlighted the extended involvement of astrocytes and microglia in biological processes beyond neuroinflammation, such as calcium homeostasis, glutamate regulation, lipid metabolism, vesicle-mediated transport, and TOR signaling. We find limited representation of DEGs within dysregulated pathways across neurons and glial cells, indicating that differential gene expression alone may not adequately represent the disease complexity. Further dissection of inferred gene modules revealed distinct dynamics of hub DEGs in neurons versus glia, highlighting the differential impact of DEGs on neurons compared to glial cells in driving modular dysregulations underlying perturbed biological processes. Interestingly, we note an overall downregulation of both astrocyte and microglia modules in AD across all brain regions, suggesting a prevailing trend of functional repression in glial cells across these regions. Notable genes, including those of the CALM and HSP90 family genes emerged as hub genes across neuronal modules in all brain regions, indicating conserved roles as drivers of synaptic dysfunction in AD. Our findings demonstrate the importance of an integrated, systems-oriented approach combining pathway and network analysis for a comprehensive understanding of the cell-type-specific roles of genes in AD-related biological processes.
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Affiliation(s)
- Temitope Adeoye
- Department of Physics, University of South Florida, Tampa, FL 33620
| | - Syed I Shah
- Department of Physics, University of South Florida, Tampa, FL 33620
| | - Ghanim Ullah
- Department of Physics, University of South Florida, Tampa, FL 33620
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Tsartsalis S, Sleven H, Fancy N, Wessely F, Smith AM, Willumsen N, Cheung TKD, Rokicki MJ, Chau V, Ifie E, Khozoie C, Ansorge O, Yang X, Jenkyns MH, Davey K, McGarry A, Muirhead RCJ, Debette S, Jackson JS, Montagne A, Owen DR, Miners JS, Love S, Webber C, Cader MZ, Matthews PM. A single nuclear transcriptomic characterisation of mechanisms responsible for impaired angiogenesis and blood-brain barrier function in Alzheimer's disease. Nat Commun 2024; 15:2243. [PMID: 38472200 PMCID: PMC10933340 DOI: 10.1038/s41467-024-46630-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 02/29/2024] [Indexed: 03/14/2024] Open
Abstract
Brain perfusion and blood-brain barrier (BBB) integrity are reduced early in Alzheimer's disease (AD). We performed single nucleus RNA sequencing of vascular cells isolated from AD and non-diseased control brains to characterise pathological transcriptional signatures responsible for this. We show that endothelial cells (EC) are enriched for expression of genes associated with susceptibility to AD. Increased β-amyloid is associated with BBB impairment and a dysfunctional angiogenic response related to a failure of increased pro-angiogenic HIF1A to increased VEGFA signalling to EC. This is associated with vascular inflammatory activation, EC senescence and apoptosis. Our genomic dissection of vascular cell risk gene enrichment provides evidence for a role of EC pathology in AD and suggests that reducing vascular inflammatory activation and restoring effective angiogenesis could reduce vascular dysfunction contributing to the genesis or progression of early AD.
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Affiliation(s)
- Stergios Tsartsalis
- Department of Brain Sciences, Imperial College London, London, UK
- Department of Psychiatry, University of Geneva, Geneva, Switzerland
| | - Hannah Sleven
- Nuffield Department of Clinical Neurosciences, Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, Sherrington Road, University of Oxford, Oxford, UK
| | - Nurun Fancy
- Department of Brain Sciences, Imperial College London, London, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Frank Wessely
- UK Dementia Research Institute Centre, Cardiff University, Cardiff, UK
| | - Amy M Smith
- Department of Brain Sciences, Imperial College London, London, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
- Centre for Brain Research and Department of Pharmacology and Clinical Pharmacology, University of Auckland, Auckland, New Zealand
| | - Nanet Willumsen
- Department of Brain Sciences, Imperial College London, London, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - To Ka Dorcas Cheung
- Department of Brain Sciences, Imperial College London, London, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Michal J Rokicki
- UK Dementia Research Institute Centre, Cardiff University, Cardiff, UK
| | - Vicky Chau
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Eseoghene Ifie
- Neuropathology Unit, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Combiz Khozoie
- Department of Brain Sciences, Imperial College London, London, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Olaf Ansorge
- Neuropathology Unit, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Xin Yang
- Department of Brain Sciences, Imperial College London, London, UK
- St Edmund Hall, University of Oxford, Oxford, UK
| | - Marion H Jenkyns
- Department of Brain Sciences, Imperial College London, London, UK
| | - Karen Davey
- Department of Brain Sciences, Imperial College London, London, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Aisling McGarry
- Department of Brain Sciences, Imperial College London, London, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Robert C J Muirhead
- Department of Brain Sciences, Imperial College London, London, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Stephanie Debette
- University of Bordeaux, Inserm, Bordeaux Population Health Research Center, Team ELEANOR, UMR 1219, 33000, Bordeaux, France
| | - Johanna S Jackson
- Department of Brain Sciences, Imperial College London, London, UK
- UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Axel Montagne
- Centre for Clinical Brain Sciences, and UK Dementia Research Institute, University of Edinburgh, Edinburgh, EH16 4SB, UK
| | - David R Owen
- Department of Brain Sciences, Imperial College London, London, UK
| | - J Scott Miners
- Dementia Research Group, University of Bristol, Bristol, UK
| | - Seth Love
- Dementia Research Group, University of Bristol, Bristol, UK
| | - Caleb Webber
- UK Dementia Research Institute Centre, Cardiff University, Cardiff, UK
| | - M Zameel Cader
- Nuffield Department of Clinical Neurosciences, Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, Sherrington Road, University of Oxford, Oxford, UK
| | - Paul M Matthews
- Department of Brain Sciences, Imperial College London, London, UK.
- UK Dementia Research Institute Centre, Imperial College London, London, UK.
- St Edmund Hall, University of Oxford, Oxford, UK.
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50
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Söderman J, Almer S. Discerning Endoscopic Severity of Inflammatory Bowel Disease by Scoping the Peripheral Blood Transcriptome. GASTRO HEP ADVANCES 2024; 3:618-633. [PMID: 39165421 PMCID: PMC11330933 DOI: 10.1016/j.gastha.2024.02.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Accepted: 02/29/2024] [Indexed: 08/22/2024]
Abstract
Background and Aims Ulcerative colitis (UC) and Crohn's disease (CD) are chronic inflammatory bowel diseases (IBDs) with an incompletely understood etiology and pathogenesis. Identification of suitable drug targets and assessment of disease severity are crucial for optimal management. Methods Using RNA sequencing, we investigated differential gene expression in peripheral blood samples from IBD patients and non-inflamed controls, analyzed pathway enrichment, and identified genes whose expression correlated with endoscopic disease severity. Results Neutrophil degranulation emerged as the most significant pathway across all IBD sample types. Signaling by interleukins was prominent in patients with active intestinal inflammation but also enriched in CD and UC patients without intestinal inflammation. Nevertheless, genes correlated to endoscopic disease severity implicated the primary cilium in CD patients and translation and focal adhesion in UC patients. Moreover, several of these genes were located in genome-wide associated loci linked to IBD, cholesterol levels, blood cell counts, and levels of markers assessing liver and kidney function. These genes also suggested connections to intestinal epithelial barrier dysfunction, contemporary IBD drug treatment, and new actionable drug targets. A large number of genes associated with endoscopic disease severity corresponded to noncoding RNAs. Conclusion This study revealed biological pathways associated with IBD disease state and endoscopic disease severity, thus providing insights into the underlying mechanisms of IBD pathogenesis as well as identifying potential biomarkers and therapies. Peripheral blood might constitute a suitable noninvasive diagnostic sample type, in which gene expression profiles might serve as indicators of ongoing mucosal inflammation, and thus guide personalized treatment decisions.
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Affiliation(s)
- Jan Söderman
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
- Laboratory Medicine, Jönköping, Region Jönköping County, Sweden
| | - Sven Almer
- Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
- IBD-Unit, Division of Gastroenterology, Karolinska University Hospital, Stockholm, Sweden
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