1
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Weng C, Groh AM, Yaqubi M, Cui QL, Stratton JA, Moore GRW, Antel JP. Heterogeneity of mature oligodendrocytes in the central nervous system. Neural Regen Res 2025; 20:1336-1349. [PMID: 38934385 PMCID: PMC11624867 DOI: 10.4103/nrr.nrr-d-24-00055] [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: 01/15/2024] [Revised: 03/26/2024] [Accepted: 06/06/2024] [Indexed: 06/28/2024] Open
Abstract
Mature oligodendrocytes form myelin sheaths that are crucial for the insulation of axons and efficient signal transmission in the central nervous system. Recent evidence has challenged the classical view of the functionally static mature oligodendrocyte and revealed a gamut of dynamic functions such as the ability to modulate neuronal circuitry and provide metabolic support to axons. Despite the recognition of potential heterogeneity in mature oligodendrocyte function, a comprehensive summary of mature oligodendrocyte diversity is lacking. We delve into early 20 th -century studies by Robertson and Río-Hortega that laid the foundation for the modern identification of regional and morphological heterogeneity in mature oligodendrocytes. Indeed, recent morphologic and functional studies call into question the long-assumed homogeneity of mature oligodendrocyte function through the identification of distinct subtypes with varying myelination preferences. Furthermore, modern molecular investigations, employing techniques such as single cell/nucleus RNA sequencing, consistently unveil at least six mature oligodendrocyte subpopulations in the human central nervous system that are highly transcriptomically diverse and vary with central nervous system region. Age and disease related mature oligodendrocyte variation denotes the impact of pathological conditions such as multiple sclerosis, Alzheimer's disease, and psychiatric disorders. Nevertheless, caution is warranted when subclassifying mature oligodendrocytes because of the simplification needed to make conclusions about cell identity from temporally confined investigations. Future studies leveraging advanced techniques like spatial transcriptomics and single-cell proteomics promise a more nuanced understanding of mature oligodendrocyte heterogeneity. Such research avenues that precisely evaluate mature oligodendrocyte heterogeneity with care to understand the mitigating influence of species, sex, central nervous system region, age, and disease, hold promise for the development of therapeutic interventions targeting varied central nervous system pathology.
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Affiliation(s)
- Chao Weng
- Neuroimmunology Unit, Montreal Neurological Institute-Hospital, Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada
- Department of Neurology, Renmin Hospital of Wuhan University, Wuhan, Hubei Province, China
| | - Adam M.R. Groh
- Neuroimmunology Unit, Montreal Neurological Institute-Hospital, Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada
| | - Moein Yaqubi
- Neuroimmunology Unit, Montreal Neurological Institute-Hospital, Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada
| | - Qiao-Ling Cui
- Neuroimmunology Unit, Montreal Neurological Institute-Hospital, Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada
| | - Jo Anne Stratton
- Neuroimmunology Unit, Montreal Neurological Institute-Hospital, Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada
| | - G. R. Wayne Moore
- Neuroimmunology Unit, Montreal Neurological Institute-Hospital, Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada
| | - Jack P. Antel
- Neuroimmunology Unit, Montreal Neurological Institute-Hospital, Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada
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2
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Macnair W, Calini D, Agirre E, Bryois J, Jäkel S, Smith RS, Kukanja P, Stokar-Regenscheit N, Ott V, Foo LC, Collin L, Schippling S, Urich E, Nutma E, Marzin M, Ansaloni F, Amor S, Magliozzi R, Heidari E, Robinson MD, Ffrench-Constant C, Castelo-Branco G, Williams A, Malhotra D. snRNA-seq stratifies multiple sclerosis patients into distinct white matter glial responses. Neuron 2024:S0896-6273(24)00873-0. [PMID: 39708806 DOI: 10.1016/j.neuron.2024.11.016] [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: 11/16/2023] [Revised: 09/11/2024] [Accepted: 11/25/2024] [Indexed: 12/23/2024]
Abstract
Poor understanding of the cellular and molecular basis of clinical and genetic heterogeneity in progressive multiple sclerosis (MS) has hindered the search for new effective therapies. To address this gap, we analyzed 632,000 single-nucleus RNA sequencing profiles from 156 brain tissue samples of MS and control donors to examine inter- and intra-donor heterogeneity. We found distinct cell type-specific gene expression changes between MS gray and white matter, highlighting clear pathology differences. MS lesion subtypes had different cellular compositions but surprisingly similar cell-type gene expression patterns both within and across patients, suggesting global changes. Most gene expression variability was instead explained by patient effects, allowing us to stratify patients and describe the different pathological processes occurring between patient subgroups. Future mapping of these brain molecular profiles with blood and/or CSF profiles from living MS patients will allow precision medicine approaches anchored in patient-specific pathological processes.
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Affiliation(s)
- Will Macnair
- Roche Pharma Research and Early Development, Neuroscience and Rare Diseases, Roche Innovation Center, Basel, Switzerland.
| | - Daniela Calini
- Roche Pharma Research and Early Development, Neuroscience and Rare Diseases, Roche Innovation Center, Basel, Switzerland
| | - Eneritz Agirre
- Laboratory of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, 17177 Stockholm, Sweden
| | - Julien Bryois
- Roche Pharma Research and Early Development, Neuroscience and Rare Diseases, Roche Innovation Center, Basel, Switzerland
| | - Sarah Jäkel
- Institute for Stroke and Dementia Research (ISD), Klinikum der Universität München, Ludwig-Maximilians Universität, Munich, Germany; Munich Cluster of Systems Neurology (SyNergy), Munich, Germany
| | - Rebecca Sherrard Smith
- Centre for Regenerative Medicine, Institute for Regeneration and Repair, MS Society Edinburgh Centre for MS Research, The University of Edinburgh, 5 Little France Drive, Edinburgh EH16 4UU, UK
| | - Petra Kukanja
- Laboratory of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, 17177 Stockholm, Sweden
| | - Nadine Stokar-Regenscheit
- Roche Pharma Research and Early Development (pRED), Pharmaceutical Sciences, Pathology and Applied Safety Sciences, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, 4070 Basel, Switzerland
| | - Virginie Ott
- Roche Pharma Research and Early Development (pRED), Pharmaceutical Sciences, Pathology and Applied Safety Sciences, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, 4070 Basel, Switzerland
| | - Lynette C Foo
- Roche Pharma Research and Early Development, Neuroscience and Rare Diseases, Roche Innovation Center, Basel, Switzerland
| | - Ludovic Collin
- Roche Pharma Research and Early Development, Neuroscience and Rare Diseases, Roche Innovation Center, Basel, Switzerland
| | - Sven Schippling
- Roche Pharma Research and Early Development, Neuroscience and Rare Diseases, Roche Innovation Center, Basel, Switzerland
| | - Eduard Urich
- Roche Pharma Research and Early Development, Neuroscience and Rare Diseases, Roche Innovation Center, Basel, Switzerland
| | - Erik Nutma
- Department of Neurobiology and Aging, Biomedical Primate Research Centre, Rijswijk, the Netherlands
| | - Manuel Marzin
- Department of Neurobiology and Aging, Biomedical Primate Research Centre, Rijswijk, the Netherlands
| | - Federico Ansaloni
- Laboratory of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, 17177 Stockholm, Sweden
| | - Sandra Amor
- Department of Neurobiology and Aging, Biomedical Primate Research Centre, Rijswijk, the Netherlands
| | - Roberta Magliozzi
- Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Elyas Heidari
- Department of Molecular Life Sciences and SIB Swiss Institute of Bioinformatics, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
| | - Mark D Robinson
- Department of Molecular Life Sciences and SIB Swiss Institute of Bioinformatics, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
| | - Charles Ffrench-Constant
- Faculty of Medicine and Health Sciences, University of East Anglia, Norwich Research Park, Norwich NR4 7TJ, UK.
| | - Gonçalo Castelo-Branco
- Laboratory of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, 17177 Stockholm, Sweden.
| | - Anna Williams
- Centre for Regenerative Medicine, Institute for Regeneration and Repair, MS Society Edinburgh Centre for MS Research, The University of Edinburgh, 5 Little France Drive, Edinburgh EH16 4UU, UK.
| | - Dheeraj Malhotra
- Roche Pharma Research and Early Development, Neuroscience and Rare Diseases, Roche Innovation Center, Basel, Switzerland.
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3
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Sun ED, Zhou OY, Hauptschein M, Rappoport N, Xu L, Navarro Negredo P, Liu L, Rando TA, Zou J, Brunet A. Spatial transcriptomic clocks reveal cell proximity effects in brain ageing. Nature 2024:10.1038/s41586-024-08334-8. [PMID: 39695234 DOI: 10.1038/s41586-024-08334-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 11/01/2024] [Indexed: 12/20/2024]
Abstract
Old age is associated with a decline in cognitive function and an increase in neurodegenerative disease risk1. Brain ageing is complex and is accompanied by many cellular changes2. Furthermore, the influence that aged cells have on neighbouring cells and how this contributes to tissue decline is unknown. More generally, the tools to systematically address this question in ageing tissues have not yet been developed. Here we generate a spatially resolved single-cell transcriptomics brain atlas of 4.2 million cells from 20 distinct ages across the adult lifespan and across two rejuvenating interventions-exercise and partial reprogramming. We build spatial ageing clocks, machine learning models trained on this spatial transcriptomics atlas, to identify spatial and cell-type-specific transcriptomic fingerprints of ageing, rejuvenation and disease, including for rare cell types. Using spatial ageing clocks and deep learning, we find that T cells, which increasingly infiltrate the brain with age, have a marked pro-ageing proximity effect on neighbouring cells. Surprisingly, neural stem cells have a strong pro-rejuvenating proximity effect on neighbouring cells. We also identify potential mediators of the pro-ageing effect of T cells and the pro-rejuvenating effect of neural stem cells on their neighbours. These results suggest that rare cell types can have a potent influence on their neighbours and could be targeted to counter tissue ageing. Spatial ageing clocks represent a useful tool for studying cell-cell interactions in spatial contexts and should allow scalable assessment of the efficacy of interventions for ageing and disease.
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Affiliation(s)
- Eric D Sun
- Biomedical Data Science Graduate Program, Stanford University, Stanford, CA, USA
- Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
- Department of Genetics, Stanford University, Stanford, CA, USA
| | - Olivia Y Zhou
- Department of Genetics, Stanford University, Stanford, CA, USA
- Biophysics Graduate Program, Stanford University, Stanford, CA, USA
- Medical Scientist Training Program, Stanford University, Stanford, CA, USA
| | - Max Hauptschein
- Department of Genetics, Stanford University, Stanford, CA, USA
| | | | - Lucy Xu
- Department of Genetics, Stanford University, Stanford, CA, USA
- Biology Graduate Program, Stanford University, Stanford, CA, USA
| | | | - Ling Liu
- Department of Neurology, Stanford University, Stanford, CA, USA
- Department of Neurology, UCLA, Los Angeles, CA, USA
- Eli and Edythe Broad Center for Regenerative Medicine and Stem Cell Biology, UCLA, Los Angeles, CA, USA
| | - Thomas A Rando
- Department of Neurology, Stanford University, Stanford, CA, USA
- Department of Neurology, UCLA, Los Angeles, CA, USA
- Eli and Edythe Broad Center for Regenerative Medicine and Stem Cell Biology, UCLA, Los Angeles, CA, USA
| | - James Zou
- Department of Biomedical Data Science, Stanford University, Stanford, CA, USA.
| | - Anne Brunet
- Department of Genetics, Stanford University, Stanford, CA, USA.
- Glenn Center for the Biology of Aging, Stanford University, Stanford, CA, USA.
- Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA, USA.
- The Phil & Penny Knight Initiative for Brain Resilience at the Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA, USA.
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4
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Shi R, Chen H, Zhang W, Leak RK, Lou D, Chen K, Chen J. Single-cell RNA sequencing in stroke and traumatic brain injury: Current achievements, challenges, and future perspectives on transcriptomic profiling. J Cereb Blood Flow Metab 2024:271678X241305914. [PMID: 39648853 PMCID: PMC11626557 DOI: 10.1177/0271678x241305914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 10/19/2024] [Accepted: 11/06/2024] [Indexed: 12/10/2024]
Abstract
Single-cell RNA sequencing (scRNA-seq) is a high-throughput transcriptomic approach with the power to identify rare cells, discover new cellular subclusters, and describe novel genes. scRNA-seq can simultaneously reveal dynamic shifts in cellular phenotypes and heterogeneities in cellular subtypes. Since the publication of the first protocol on scRNA-seq in 2009, this evolving technology has continued to improve, through the use of cell-specific barcodes, adoption of droplet-based systems, and development of advanced computational methods. Despite induction of the cellular stress response during the tissue dissociation process, scRNA-seq remains a popular technology, and commercially available scRNA-seq methods have been applied to the brain. Recent advances in spatial transcriptomics now allow the researcher to capture the positional context of transcriptional activity, strengthening our knowledge of cellular organization and cell-cell interactions in spatially intact tissues. A combination of spatial transcriptomic data with proteomic, metabolomic, or chromatin accessibility data is a promising direction for future research. Herein, we provide an overview of the workflow, data analyses methods, and pros and cons of scRNA-seq technology. We also summarize the latest achievements of scRNA-seq in stroke and acute traumatic brain injury, and describe future applications of scRNA-seq and spatial transcriptomics.
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Affiliation(s)
- Ruyu Shi
- Department of Human Genetics, School of Public Health, University of Pittsburgh, USA
| | - Huaijun Chen
- Pittsburgh Institute of Brain Disorders & Recovery and Department of Neurology, University of Pittsburgh, Pittsburgh, PA, USA
- Geriatric Research, Education and Clinical Center, Veterans Affairs Pittsburgh Health Care System, Pittsburgh, PA, USA
| | - Wenting Zhang
- Pittsburgh Institute of Brain Disorders & Recovery and Department of Neurology, University of Pittsburgh, Pittsburgh, PA, USA
- Geriatric Research, Education and Clinical Center, Veterans Affairs Pittsburgh Health Care System, Pittsburgh, PA, USA
| | - Rehana K Leak
- Graduate School of Pharmaceutical Sciences, School of Pharmacy, Duquesne University, Pittsburgh, PA, USA
| | - Dequan Lou
- Department of Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Kong Chen
- Department of Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jun Chen
- Pittsburgh Institute of Brain Disorders & Recovery and Department of Neurology, University of Pittsburgh, Pittsburgh, PA, USA
- Geriatric Research, Education and Clinical Center, Veterans Affairs Pittsburgh Health Care System, Pittsburgh, PA, USA
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5
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Carling GK, Fan L, Foxe NR, Norman K, Wong MY, Zhu D, Corona C, Razzoli A, Yu F, Yarahmady A, Ye P, Chen H, Huang Y, Amin S, Sereda R, Lopez-Lee C, Zacharioudakis E, Chen X, Xu J, Cheng F, Gavathiotis E, Cuervo AM, Holtzman DM, Mok SA, Sinha SC, Sidoli S, Ratan RR, Luo W, Gong S, Gan L. Alzheimer's disease-linked risk alleles elevate microglial cGAS-associated senescence and neurodegeneration in a tauopathy model. Neuron 2024; 112:3877-3896.e8. [PMID: 39353433 PMCID: PMC11624100 DOI: 10.1016/j.neuron.2024.09.006] [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: 01/18/2024] [Revised: 07/02/2024] [Accepted: 09/04/2024] [Indexed: 10/04/2024]
Abstract
The strongest risk factors for late-onset sporadic Alzheimer's disease (AD) include the ε4 allele of apolipoprotein E (APOE), the R47H variant of triggering receptor expressed on myeloid cells 2 (TREM2), and female sex. Here, we combine APOE4 and TREM2R47H (R47H) in female P301S tauopathy mice to identify the pathways activated when AD risk is the strongest, thereby highlighting detrimental disease mechanisms. We find that R47H induces neurodegeneration in 9- to 10-month-old female APOE4 tauopathy mice. The combination of APOE4 and R47H (APOE4-R47H) worsened hyperphosphorylated tau pathology in the frontal cortex and amplified tauopathy-induced microglial cyclic guanosine monophosphate (GMP)-AMP synthase (cGAS)-stimulator of interferon genes (STING) signaling and downstream interferon response. APOE4-R47H microglia displayed cGAS- and BAX-dependent upregulation of senescence, showing association between neurotoxic signatures and implicating mitochondrial permeabilization in pathogenesis. By uncovering pathways enhanced by the strongest AD risk factors, our study points to cGAS-STING signaling and associated microglial senescence as potential drivers of AD risk.
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Affiliation(s)
- Gillian K Carling
- Helen and Robert Appel Alzheimer's Disease Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10065, USA; Neuroscience Graduate Program, Weill Cornell Medicine, New York, NY 10065, USA
| | - Li Fan
- Helen and Robert Appel Alzheimer's Disease Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10065, USA
| | - Nessa R Foxe
- Helen and Robert Appel Alzheimer's Disease Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10065, USA; Neuroscience Graduate Program, Weill Cornell Medicine, New York, NY 10065, USA
| | - Kendra Norman
- Helen and Robert Appel Alzheimer's Disease Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10065, USA
| | - Man Ying Wong
- Helen and Robert Appel Alzheimer's Disease Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10065, USA
| | - Daphne Zhu
- Helen and Robert Appel Alzheimer's Disease Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10065, USA
| | - Carlo Corona
- Burke Neurological Institute, Weill Cornell Medicine, White Plains, NY 10605, USA
| | - Agnese Razzoli
- Transfusion Medicine Unit, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia 42122, Italy; Clinical and Experimental PhD Program, University of Modena and Reggio Emilia, Modena 41121, Italy
| | - Fangmin Yu
- Helen and Robert Appel Alzheimer's Disease Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10065, USA
| | - Allan Yarahmady
- Department of Biochemistry, University of Alberta, Edmonton, AB T6G 2H7, Canada
| | - Pearly Ye
- Helen and Robert Appel Alzheimer's Disease Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10065, USA
| | - Hao Chen
- Helen and Robert Appel Alzheimer's Disease Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10065, USA
| | - Yige Huang
- Helen and Robert Appel Alzheimer's Disease Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10065, USA; Biochemistry, Structural Biology, Cell Biology, Developmental Biology, and Molecular Biology Graduate Program, Weill Cornell Medicine, New York, NY 10065, USA
| | - Sadaf Amin
- Helen and Robert Appel Alzheimer's Disease Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10065, USA
| | - Rebecca Sereda
- Department of Developmental and Molecular Biology, Institute for Aging Research, Albert Einstein College of Medicine, Bronx, New York, NY 10461, USA
| | - Chloe Lopez-Lee
- Helen and Robert Appel Alzheimer's Disease Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10065, USA; Neuroscience Graduate Program, Weill Cornell Medicine, New York, NY 10065, USA
| | - Emmanouil Zacharioudakis
- Department of Biochemistry, Department of Medicine, Montefiore Einstein Comprehensive Cancer Center, Institute for Aging Research, Albert Einstein College of Medicine, New York, NY 10461, USA
| | - Xiaoying Chen
- Department of Neurology, Hope Center for Neurological Disorders, Knight Alzheimer's Disease Research Center, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Jielin Xu
- Cleveland Clinic Genome Center and Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44106, USA
| | - Feixiong Cheng
- Cleveland Clinic Genome Center and Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44106, USA
| | - Evripidis Gavathiotis
- Department of Biochemistry, Department of Medicine, Montefiore Einstein Comprehensive Cancer Center, Institute for Aging Research, Albert Einstein College of Medicine, New York, NY 10461, USA
| | - Ana Maria Cuervo
- Department of Developmental and Molecular Biology, Institute for Aging Research, Albert Einstein College of Medicine, Bronx, New York, NY 10461, USA
| | - David M Holtzman
- Department of Neurology, Hope Center for Neurological Disorders, Knight Alzheimer's Disease Research Center, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Sue-Ann Mok
- Department of Biochemistry, University of Alberta, Edmonton, AB T6G 2H7, Canada
| | - Subhash C Sinha
- Helen and Robert Appel Alzheimer's Disease Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10065, USA
| | - Simone Sidoli
- Department of Biochemistry, Department of Medicine, Montefiore Einstein Comprehensive Cancer Center, Institute for Aging Research, Albert Einstein College of Medicine, New York, NY 10461, USA
| | - Rajiv R Ratan
- Burke Neurological Institute, Weill Cornell Medicine, White Plains, NY 10605, USA
| | - Wenjie Luo
- Helen and Robert Appel Alzheimer's Disease Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10065, USA
| | - Shiaoching Gong
- Helen and Robert Appel Alzheimer's Disease Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10065, USA
| | - Li Gan
- Helen and Robert Appel Alzheimer's Disease Institute, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10065, USA.
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6
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Lopez-Lee C, Kodama L, Fan L, Zhu D, Zhu J, Wong MY, Ye P, Norman K, Foxe NR, Ijaz L, Yu F, Chen H, Carling GK, Torres ER, Kim RD, Dubal DB, Liddelow SA, Sinha SC, Luo W, Gan L. Tlr7 drives sex differences in age- and Alzheimer's disease-related demyelination. Science 2024; 386:eadk7844. [PMID: 39607927 DOI: 10.1126/science.adk7844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 06/30/2024] [Accepted: 10/10/2024] [Indexed: 11/30/2024]
Abstract
Alzheimer's disease (AD) and other age-related disorders associated with demyelination exhibit sex differences. In this work, we used single-nuclei transcriptomics to dissect the contributions of sex chromosomes and gonads in demyelination and AD. In a mouse model of demyelination, we identified the roles of sex chromosomes and gonads in modifying microglia and oligodendrocyte responses before and after myelin loss. In an AD-related mouse model expressing APOE4, XY sex chromosomes heightened interferon (IFN) response and tau-induced demyelination. The X-linked gene, Toll-like receptor 7 (Tlr7), regulated sex-specific IFN response to myelin. Deletion of Tlr7 dampened sex differences while protecting against demyelination. Administering TLR7 inhibitor mitigated tau-induced motor impairment and demyelination in male mice, indicating that Tlr7 plays a role in the male-biased type I Interferon IFN response in aging- and AD-related demyelination.
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Affiliation(s)
- Chloe Lopez-Lee
- Helen and Robert Appel Institute for Alzheimer's Disease Research, Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
- Neuroscience Graduate Program, Weill Cornell Medicine, New York, NY, USA
| | - Lay Kodama
- Helen and Robert Appel Institute for Alzheimer's Disease Research, Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
- Neuroscience Graduate Program, University of California San Francisco, San Francisco, CA, USA
| | - Li Fan
- Helen and Robert Appel Institute for Alzheimer's Disease Research, Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Daphne Zhu
- Helen and Robert Appel Institute for Alzheimer's Disease Research, Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Jingjie Zhu
- Helen and Robert Appel Institute for Alzheimer's Disease Research, Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Man Ying Wong
- Helen and Robert Appel Institute for Alzheimer's Disease Research, Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Pearly Ye
- Helen and Robert Appel Institute for Alzheimer's Disease Research, Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Kendra Norman
- Helen and Robert Appel Institute for Alzheimer's Disease Research, Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Nessa R Foxe
- Helen and Robert Appel Institute for Alzheimer's Disease Research, Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Laraib Ijaz
- Helen and Robert Appel Institute for Alzheimer's Disease Research, Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Fangmin Yu
- Helen and Robert Appel Institute for Alzheimer's Disease Research, Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Hao Chen
- Helen and Robert Appel Institute for Alzheimer's Disease Research, Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Gillian K Carling
- Helen and Robert Appel Institute for Alzheimer's Disease Research, Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
- Neuroscience Graduate Program, Weill Cornell Medicine, New York, NY, USA
| | - Eileen R Torres
- Helen and Robert Appel Institute for Alzheimer's Disease Research, Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Rachel D Kim
- Neuroscience Institute, NYU Grossman School of Medicine, New York, NY, USA
| | - Dena B Dubal
- Department of Neurology, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA
| | - Shane A Liddelow
- Neuroscience Institute, NYU Grossman School of Medicine, New York, NY, USA
- Department of Neuroscience & Physiology, NYU Grossman School of Medicine, New York, NY, USA
- Department of Ophthalmology, NYU Grossman School of Medicine, New York, NY, USA
- Parekh Center for Interdisciplinary Neurology, NYU Grossman School of Medicine, New York, NY, USA
| | - Subhash C Sinha
- Helen and Robert Appel Institute for Alzheimer's Disease Research, Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Wenjie Luo
- Helen and Robert Appel Institute for Alzheimer's Disease Research, Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Li Gan
- Helen and Robert Appel Institute for Alzheimer's Disease Research, Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
- Neuroscience Graduate Program, Weill Cornell Medicine, New York, NY, USA
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7
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Ozgür-Gunes Y, Le Stunff C, Bougnères P. Oligodendrocytes, the Forgotten Target of Gene Therapy. Cells 2024; 13:1973. [PMID: 39682723 DOI: 10.3390/cells13231973] [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: 10/29/2024] [Revised: 11/22/2024] [Accepted: 11/26/2024] [Indexed: 12/18/2024] Open
Abstract
If the billions of oligodendrocytes (OLs) populating the central nervous system (CNS) of patients could express their feelings, they would undoubtedly tell gene therapists about their frustration with the other neural cell populations, neurons, microglia, or astrocytes, which have been the favorite targets of gene transfer experiments. This review questions why OLs have been left out of most gene therapy attempts. The first explanation is that the pathogenic role of OLs is still discussed in most CNS diseases. Another reason is that the so-called ubiquitous CAG, CBA, CBh, or CMV promoters-widely used in gene therapy studies-are unable or poorly able to activate the transcription of episomal transgene copies brought by adeno-associated virus (AAV) vectors in OLs. Accordingly, transgene expression in OLs has either not been found or not been evaluated in most gene therapy studies in rodents or non-human primates. The aims of the current review are to give OLs their rightful place among the neural cells that future gene therapy could target and to encourage researchers to test the effect of OL transduction in various CNS diseases.
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Affiliation(s)
- Yasemin Ozgür-Gunes
- Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Catherine Le Stunff
- MIRCen Institute, Laboratoire des Maladies Neurodégénératives, Commissariat à l'Energie Atomique, 92260 Fontenay-aux-Roses, France
- NEURATRIS at MIRCen, 92260 Fontenay-aux-Roses, France
- UMR1195 Inserm and University Paris Saclay, 94270 Le Kremlin-Bicêtre, France
| | - Pierre Bougnères
- MIRCen Institute, Laboratoire des Maladies Neurodégénératives, Commissariat à l'Energie Atomique, 92260 Fontenay-aux-Roses, France
- NEURATRIS at MIRCen, 92260 Fontenay-aux-Roses, France
- Therapy Design Consulting, 94300 Vincennes, France
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8
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Horiuchi M, Watanabe S, Komine O, Takahashi E, Kaneko K, Itohara S, Shimada M, Ogi T, Yamanaka K. ALS-linked mutant TDP-43 in oligodendrocytes induces oligodendrocyte damage and exacerbates motor dysfunction in mice. Acta Neuropathol Commun 2024; 12:184. [PMID: 39605053 PMCID: PMC11603663 DOI: 10.1186/s40478-024-01893-x] [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: 07/01/2024] [Accepted: 11/17/2024] [Indexed: 11/29/2024] Open
Abstract
Nuclear clearance and cytoplasmic aggregation of TAR DNA-binding protein of 43 kDa (TDP-43) are pathological hallmarks of amyotrophic lateral sclerosis (ALS) and its pathogenic mechanism is mediated by both loss-of-function and gain-of-toxicity of TDP-43. However, the role of TDP-43 gain-of-toxicity in oligodendrocytes remains unclear. To investigate the impact of excess TDP-43 on oligodendrocytes, we established transgenic mice overexpressing the ALS-linked mutant TDP-43M337V in oligodendrocytes through crossbreeding with Mbp-Cre mice. Two-step crossbreeding of floxed TDP-43M337V and Mbp-Cre mice resulted in the heterozygous low-level systemic expression of TDP-43M337V with (Cre-positive) or without (Cre-negative) oligodendrocyte-specific overexpression of TDP-43M337V. Although Cre-negative mice also exhibit subtle motor dysfunction, TDP-43M337V overexpression in oligodendrocytes aggravated clasping signs and gait disturbance accompanied by myelin pallor in the corpus callosum and white matter of the lumbar spinal cord in Cre-positive mice. RNA sequencing analysis of oligodendrocyte lineage cells isolated from whole brains of 12-month-old transgenic mice revealed downregulation of myelinating oligodendrocyte marker genes and cholesterol-related genes crucial for myelination, along with marked upregulation of apoptotic pathway genes. Immunofluorescence staining showed cleaved caspase 3-positive apoptotic oligodendrocytes surrounded by activated microglia and astrocytes in aged transgenic mice. Collectively, our findings demonstrate that an excess amount of ALS-linked mutant TDP-43 expression in oligodendrocytes exacerbates motor dysfunction in mice, likely through oligodendrocyte dysfunction and neuroinflammation. Therefore, targeting oligodendrocyte protection, particularly through ameliorating TDP-43 pathology, could represent a potential therapeutic approach for ALS.
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Affiliation(s)
- Mai Horiuchi
- Department of Neuroscience and Pathobiology, Research Institute of Environmental Medicine, Nagoya University, Chikusa-Ku, Nagoya, Aichi, 464-8601, Japan
- Department of Neuroscience and Pathobiology, Graduate School of Medicine, Nagoya University, Nagoya, Aichi, 466-8550, Japan
| | - Seiji Watanabe
- Department of Neuroscience and Pathobiology, Research Institute of Environmental Medicine, Nagoya University, Chikusa-Ku, Nagoya, Aichi, 464-8601, Japan
- Department of Neuroscience and Pathobiology, Graduate School of Medicine, Nagoya University, Nagoya, Aichi, 466-8550, Japan
| | - Okiru Komine
- Department of Neuroscience and Pathobiology, Research Institute of Environmental Medicine, Nagoya University, Chikusa-Ku, Nagoya, Aichi, 464-8601, Japan
- Department of Neuroscience and Pathobiology, Graduate School of Medicine, Nagoya University, Nagoya, Aichi, 466-8550, Japan
| | - Eiki Takahashi
- Department of Biomedicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka, 812-8582, Japan
| | - Kumi Kaneko
- Support Unit for Bio-Material Analysis, Research Resources Division, RIKEN Center for Brain Science, Saitama, 351-0198, Japan
| | - Shigeyoshi Itohara
- Laboratory of Behavioral Genetics, RIKEN Center for Brain Science, Saitama, 351-0198, Japan
| | - Mayuko Shimada
- Department of Genetics, Research Institute of Environmental Medicine, Nagoya University, Aichi, 464-8601, Japan
- Department of Human Genetics and Molecular Biology, Nagoya University Graduate School of Medicine, Aichi, 466-8550, Japan
| | - Tomoo Ogi
- Department of Genetics, Research Institute of Environmental Medicine, Nagoya University, Aichi, 464-8601, Japan
- Department of Human Genetics and Molecular Biology, Nagoya University Graduate School of Medicine, Aichi, 466-8550, Japan
| | - Koji Yamanaka
- Department of Neuroscience and Pathobiology, Research Institute of Environmental Medicine, Nagoya University, Chikusa-Ku, Nagoya, Aichi, 464-8601, Japan.
- Department of Neuroscience and Pathobiology, Graduate School of Medicine, Nagoya University, Nagoya, Aichi, 466-8550, Japan.
- Institute for Glyco-Core Research (iGCORE), Nagoya University, Aichi, Japan.
- Center for One Medicine Innovative Translational Research (COMIT), Nagoya University, Aichi, Japan.
- Research Institute for Quantum and Chemical Innovation, Institutes of Innovation for Future Society, Nagoya University, Aichi, Japan.
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9
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Soung AL, Kyauk RV, Pandey S, Shen YAA, Reichelt M, Lin H, Jiang Z, Kirshnamoorthy P, Foreman O, Lauffer BE, Yuen TJ. Modulation of OPC Mitochondrial Function by Inhibiting USP30 Promotes Their Differentiation. Glia 2024. [PMID: 39601128 DOI: 10.1002/glia.24648] [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: 11/10/2023] [Revised: 10/03/2024] [Accepted: 11/08/2024] [Indexed: 11/29/2024]
Abstract
Multiple lines of evidence indicate that mitochondrial dysfunction occurs in demyelinating diseases, such as multiple sclerosis (MS). Failure of remyelination is thought to be caused in part by a block of oligodendrocyte progenitor cell (OPC) differentiation into oligodendrocytes, which generate myelin sheaths around axons. The process of OPC differentiation requires a substantial amount of energy and high demand for ATP which is supplied through the mitochondria. In this study, we highlight mitochondrial gene expression changes during OPC differentiation in two murine models of remyelination and in human postmortem MS brains. Given these transcriptional alterations, we then investigate whether genetic alteration of USP30, a mitochondrial deubiquitinase, enhances OPC differentiation and myelination. By genetic knockout of USP30, we observe increased OPC differentiation and myelination without affecting OPC proliferation and survival in in vitro and ex vivo assays. We also find that OPC differentiation is accelerated in vivo following focal demyelination in USP30 knockout mice. The promotion of OPC differentiation and myelination observed is associated with increased oxygen consumption rates in USP30 knockout OPCs. Together, these data indicate a role for mitochondrial function and USP30 in OPC differentiation and myelination.
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Affiliation(s)
- Allison L Soung
- Department of Neuroscience, Genentech Inc, South San Francisco, California, USA
| | - Roxanne V Kyauk
- Department of Neuroscience, Genentech Inc, South San Francisco, California, USA
| | - Shristi Pandey
- Department of Bioinformatics and Computational Biology, Genentech Inc, South San Francisco, California, USA
| | - Yun-An A Shen
- Department of Neuroscience, Genentech Inc, South San Francisco, California, USA
| | - Mike Reichelt
- Department of Pathology, Genentech Inc, South San Francisco, California, USA
| | - Han Lin
- Department of Neuroscience, Genentech Inc, South San Francisco, California, USA
| | - Zhiyu Jiang
- Department of Neuroscience, Genentech Inc, South San Francisco, California, USA
| | | | - Oded Foreman
- Department of Pathology, Genentech Inc, South San Francisco, California, USA
| | - Benjamin E Lauffer
- Department of Neuroscience, Genentech Inc, South San Francisco, California, USA
| | - Tracy J Yuen
- Department of Neuroscience, Genentech Inc, South San Francisco, California, USA
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10
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Zhang FL, Li AY, Niu YL, Zhang K, Zhao MH, Huang JJ, Shen W. Identification of biomarkers in Parkinson's disease by comparative transcriptome analysis and WGCNA highlights the role of oligodendrocyte precursor cells. Front Aging Neurosci 2024; 16:1485722. [PMID: 39634657 PMCID: PMC11615075 DOI: 10.3389/fnagi.2024.1485722] [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: 08/24/2024] [Accepted: 11/07/2024] [Indexed: 12/07/2024] Open
Abstract
Background Parkinson's disease (PD) is an age-related neurodegenerative disease characterized by the death of dopamine neurons in the substantia nigra. A large number of studies have focused on dopamine neurons themselves, but so far, the pathogenesis of PD has not been fully elucidated. Results Here, we explored the significance of oligodendrocyte precursor cells (OPCs)/oligodendrocytes in the pathogenesis of PD using a bioinformatic approach. WGCNA analysis suggested that abnormal development of oligodendrocytes may play a key role in early PD. To verify the transcriptional dynamics of OPCs/oligodendrocytes, we performed differential analysis, cell trajectory construction, cell communication analysis and hdWGCNA analysis using single-cell data from PD patients. Interestingly, the results indicated that there was overlap between hub genes and differentially expressed genes (DEGs) in OPCs not in oligodendrocytes, suggesting that OPCs may be more sensitive to PD drivers. Then, we used ROC binary analysis model to identify five potential biomarkers, including AGPAT4, DNM3, PPP1R12B, PPP2R2B, and LINC00486. Conclusion In conclusion, our work highlights the potential role of OPCs in driving PD.
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Affiliation(s)
- Fa-Li Zhang
- College of Life Sciences, Qingdao Agricultural University, Qingdao, China
- College of Animal Science and Veterinary Medicine, Shandong Agricultural University, Tai'an, China
| | - Ai-Ying Li
- College of Life Sciences, Qingdao Agricultural University, Qingdao, China
| | - Yi-Lin Niu
- College of Life Sciences, Qingdao Agricultural University, Qingdao, China
| | - Kai Zhang
- College of Life Sciences, Qingdao Agricultural University, Qingdao, China
| | - Ming-Hui Zhao
- College of Life Sciences, Qingdao Agricultural University, Qingdao, China
| | - Jiao-Jiao Huang
- College of Life Sciences, Qingdao Agricultural University, Qingdao, China
| | - Wei Shen
- College of Life Sciences, Qingdao Agricultural University, Qingdao, China
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11
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Nishimura H, Li Y. Human pluripotent stem cell-derived models of the hippocampus. Int J Biochem Cell Biol 2024; 177:106695. [PMID: 39557338 DOI: 10.1016/j.biocel.2024.106695] [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: 08/31/2024] [Revised: 11/06/2024] [Accepted: 11/12/2024] [Indexed: 11/20/2024]
Abstract
The hippocampus is a crucial structure of the brain, recognised for its roles in the formation of memory, and our ability to navigate the world. Despite its importance, clear understanding of how the human hippocampus develops and its contribution to disease is limited due to the inaccessible nature of the human brain. In this regard, the advent of human pluripotent stem cell (hPSC) technologies has enabled the study of human biology in an unprecedented manner, through the ability to model development and disease as both 2D monolayers and 3D organoids. In this review, we explore the existing efforts to derive the hippocampal lineage from hPSCs and evaluate the various aspects of the in vivo hippocampus that are replicated in vitro. In addition, we highlight key diseases that have been modelled using hPSC-derived cultures and offer our perspective on future directions for this emerging field.
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Affiliation(s)
- Haruka Nishimura
- Program in Developmental and Stem Cell Biology, The Hospital for Sick Children, 686 Bay Street, Toronto, ON M5G 0A4, Canada; Department of Molecular Genetics, University of Toronto, 1 King's College Circle, Toronto, ON M5S 1A8, Canada
| | - Yun Li
- Program in Developmental and Stem Cell Biology, The Hospital for Sick Children, 686 Bay Street, Toronto, ON M5G 0A4, Canada; Department of Molecular Genetics, University of Toronto, 1 King's College Circle, Toronto, ON M5S 1A8, Canada.
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12
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Zucha D, Abaffy P, Kirdajova D, Jirak D, Kubista M, Anderova M, Valihrach L. Spatiotemporal transcriptomic map of glial cell response in a mouse model of acute brain ischemia. Proc Natl Acad Sci U S A 2024; 121:e2404203121. [PMID: 39499634 PMCID: PMC11573666 DOI: 10.1073/pnas.2404203121] [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: 02/28/2024] [Accepted: 09/30/2024] [Indexed: 11/07/2024] Open
Abstract
The role of nonneuronal cells in the resolution of cerebral ischemia remains to be fully understood. To decode key molecular and cellular processes that occur after ischemia, we performed spatial and single-cell transcriptomic profiling of the male mouse brain during the first week of injury. Cortical gene expression was severely disrupted, defined by inflammation and cell death in the lesion core, and glial scar formation orchestrated by multiple cell types on the periphery. The glial scar was identified as a zone with intense cell-cell communication, with prominent ApoE-Trem2 signaling pathway modulating microglial activation. For each of the three major glial populations, an inflammatory-responsive state, resembling the reactive states observed in neurodegenerative contexts, was observed. The recovered spectrum of ischemia-induced oligodendrocyte states supports the emerging hypothesis that oligodendrocytes actively respond to and modulate the neuroinflammatory stimulus. The findings are further supported by analysis of other spatial transcriptomic datasets from different mouse models of ischemic brain injury. Collectively, we present a landmark transcriptomic dataset accompanied by interactive visualization that provides a comprehensive view of spatiotemporal organization of processes in the postischemic mouse brain.
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Affiliation(s)
- Daniel Zucha
- Laboratory of Gene Expression, Institute of Biotechnology of the Czech Academy of Sciences, Vestec 25250, Czech Republic
- Department of Informatics and Chemistry, Faculty of Chemical Technology, University of Chemistry and Technology, Prague 16000, Czech Republic
| | - Pavel Abaffy
- Laboratory of Gene Expression, Institute of Biotechnology of the Czech Academy of Sciences, Vestec 25250, Czech Republic
| | - Denisa Kirdajova
- Laboratory of Gene Expression, Institute of Biotechnology of the Czech Academy of Sciences, Vestec 25250, Czech Republic
- Department of Cellular Neurophysiology, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague 14220, Czech Republic
| | - Daniel Jirak
- Department of Radiodiagnostic and Interventional Radiology, Institute of Clinical and Experimental Medicine, Prague 14021, Czech Republic
- Faculty of Health Studies, Technical University of Liberec, Liberec 46001, Czech Republic
| | - Mikael Kubista
- Laboratory of Gene Expression, Institute of Biotechnology of the Czech Academy of Sciences, Vestec 25250, Czech Republic
| | - Miroslava Anderova
- Department of Cellular Neurophysiology, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague 14220, Czech Republic
| | - Lukas Valihrach
- Laboratory of Gene Expression, Institute of Biotechnology of the Czech Academy of Sciences, Vestec 25250, Czech Republic
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13
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Groh J, Simons M. White matter aging and its impact on brain function. Neuron 2024:S0896-6273(24)00767-0. [PMID: 39541972 DOI: 10.1016/j.neuron.2024.10.019] [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: 08/20/2024] [Revised: 09/16/2024] [Accepted: 10/18/2024] [Indexed: 11/17/2024]
Abstract
Aging has a detrimental impact on white matter, resulting in reduced volume, compromised structural integrity of myelinated axons, and an increase in white matter hyperintensities. These changes are closely linked to cognitive decline and neurological disabilities. The deterioration of myelin and its diminished ability to regenerate as we age further contribute to the progression of neurodegenerative disorders. Understanding these changes is crucial for devising effective disease prevention strategies. Here, we will discuss the structural alterations in white matter that occur with aging and examine the cellular and molecular mechanisms driving these aging-related transformations. We highlight how the progressive disruption of white matter may initiate a self-perpetuating cycle of inflammation and neural damage.
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Affiliation(s)
- Janos Groh
- Institute of Neuronal Cell Biology, Technical University Munich, Munich, Germany; German Center for Neurodegenerative Diseases (DZNE), Munich, Germany; Munich Cluster of Systems Neurology (SyNergy), Munich, Germany.
| | - Mikael Simons
- Institute of Neuronal Cell Biology, Technical University Munich, Munich, Germany; German Center for Neurodegenerative Diseases (DZNE), Munich, Germany; Munich Cluster of Systems Neurology (SyNergy), Munich, Germany; Institute for Stroke and Dementia Research, University Hospital of Munich, LMU Munich, Munich, Germany.
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14
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Duncan GJ, Ingram SD, Emberley K, Hill J, Cordano C, Abdelhak A, McCane M, Jenks JE, Jabassini N, Ananth K, Ferrara SJ, Stedelin B, Sivyer B, Aicher SA, Scanlan TS, Watkins TA, Mishra A, Nelson JW, Green AJ, Emery B. Remyelination protects neurons from DLK-mediated neurodegeneration. Nat Commun 2024; 15:9148. [PMID: 39443516 PMCID: PMC11500002 DOI: 10.1038/s41467-024-53429-5] [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: 08/29/2024] [Accepted: 10/07/2024] [Indexed: 10/25/2024] Open
Abstract
Chronic demyelination and oligodendrocyte loss deprive neurons of crucial support. It is the degeneration of neurons and their connections that drives progressive disability in demyelinating disease. However, whether chronic demyelination triggers neurodegeneration and how it may do so remain unclear. We characterize two genetic mouse models of inducible demyelination, one distinguished by effective remyelination and the other by remyelination failure and chronic demyelination. While both demyelinating lines feature axonal damage, mice with blocked remyelination have elevated neuronal apoptosis and altered microglial inflammation, whereas mice with efficient remyelination do not feature neuronal apoptosis and have improved functional recovery. Remyelination incapable mice show increased activation of kinases downstream of dual leucine zipper kinase (DLK) and phosphorylation of c-Jun in neuronal nuclei. Pharmacological inhibition or genetic disruption of DLK block c-Jun phosphorylation and the apoptosis of demyelinated neurons. Together, we demonstrate that remyelination is associated with neuroprotection and identify DLK inhibition as protective strategy for chronically demyelinated neurons.
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Affiliation(s)
- Greg J Duncan
- Department of Neurology, Jungers Center for Neurosciences Research, Oregon Health & Science University, Portland, OR, 97239, USA.
| | - Sam D Ingram
- Department of Neurology, Jungers Center for Neurosciences Research, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Katie Emberley
- Department of Neurology, Jungers Center for Neurosciences Research, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Jo Hill
- Department of Chemical Physiology and Biochemistry, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Christian Cordano
- Weill Institute for Neurosciences, Department of Neurology, University of California San Francisco, San Francisco, CA, 94158, USA
- Department of Neurology, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Ahmed Abdelhak
- Weill Institute for Neurosciences, Department of Neurology, University of California San Francisco, San Francisco, CA, 94158, USA
| | - Michael McCane
- Department of Neurology, Jungers Center for Neurosciences Research, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Jennifer E Jenks
- Department of Neurology, Jungers Center for Neurosciences Research, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Nora Jabassini
- Weill Institute for Neurosciences, Department of Neurology, University of California San Francisco, San Francisco, CA, 94158, USA
| | - Kirtana Ananth
- Weill Institute for Neurosciences, Department of Neurology, University of California San Francisco, San Francisco, CA, 94158, USA
| | - Skylar J Ferrara
- Department of Chemical Physiology and Biochemistry, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Brittany Stedelin
- Department of Neurology, Jungers Center for Neurosciences Research, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Benjamin Sivyer
- Department of Ophthalmology, Casey Eye Institute, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Sue A Aicher
- Department of Chemical Physiology and Biochemistry, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Thomas S Scanlan
- Department of Chemical Physiology and Biochemistry, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Trent A Watkins
- Weill Institute for Neurosciences, Department of Neurology, University of California San Francisco, San Francisco, CA, 94158, USA
| | - Anusha Mishra
- Department of Neurology, Jungers Center for Neurosciences Research, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Jonathan W Nelson
- Division of Nephrology and Hypertension, School of Medicine, Oregon Health & Science University, Portland, OR, 97239, USA
- Division of Nephrology and Hypertension, Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA
| | - Ari J Green
- Weill Institute for Neurosciences, Department of Neurology, University of California San Francisco, San Francisco, CA, 94158, USA
| | - Ben Emery
- Department of Neurology, Jungers Center for Neurosciences Research, Oregon Health & Science University, Portland, OR, 97239, USA.
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15
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Fang M, Wang X, Chen L, Li F, Wang S, Shen L, Yang H, Sun L, Wang X, Yang J, Qiu M, Xu X. Hyperactivation of Hedgehog signaling impedes myelin development and repair via cholesterol dysregulation in oligodendrocytes. iScience 2024; 27:111016. [PMID: 39635117 PMCID: PMC11615242 DOI: 10.1016/j.isci.2024.111016] [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: 06/19/2024] [Revised: 08/09/2024] [Accepted: 09/19/2024] [Indexed: 12/07/2024] Open
Abstract
The failure to remyelinate demyelinated axons poses a significant challenge in the treatment of multiple sclerosis (MS), a chronic inflammatory demyelinating disease of the central nervous system. Here, we investigated the role of Hedgehog (Hh) signaling in myelin formation during development and under pathological conditions. Using conditional gain-of-function analyses, we found that hyperactivation of Hh signaling in oligodendrocyte precursor cells (OPCs) inhibits oligodendrocyte (OL) differentiation and myelination. Notably, sustained activation of Hh signaling in adult OPCs hinders myelin repair following LPC-induced focal demyelination. Through RNA sequencing, we discovered that genes associated with cholesterol synthesis were upregulated, and observed intracellular cholesterol accumulation in Hh-activated OPCs. Importantly, pharmacological stimulation of cholesterol transport was able to rescue the OL differentiation and myelination defects in mice. These findings establish a functional connection between Hh signaling, cholesterol homeostasis, and remyelination, providing insights for the strategic design of employing Hh signaling modulators in treating demyelinating neurodegenerative diseases.
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Affiliation(s)
- Minxi Fang
- College of Life Sciences, Zhejiang University, Hangzhou 310058, China
- Zhejiang Key Laboratory of Organ Development and Regeneration, College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou 311121, China
| | - Xuan Wang
- College of Life Sciences, Zhejiang University, Hangzhou 310058, China
- Zhejiang Key Laboratory of Organ Development and Regeneration, College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou 311121, China
| | - Lixia Chen
- Zhejiang Key Laboratory of Organ Development and Regeneration, College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou 311121, China
| | - Fang Li
- Zhejiang Key Laboratory of Organ Development and Regeneration, College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou 311121, China
| | - Sitong Wang
- Zhejiang Key Laboratory of Organ Development and Regeneration, College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou 311121, China
| | - Leyi Shen
- Zhejiang Key Laboratory of Organ Development and Regeneration, College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou 311121, China
| | - Huanyi Yang
- Zhejiang Key Laboratory of Organ Development and Regeneration, College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou 311121, China
| | - Lifen Sun
- Zhejiang Key Laboratory of Organ Development and Regeneration, College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou 311121, China
| | - Xue Wang
- Zhejiang Key Laboratory of Organ Development and Regeneration, College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou 311121, China
| | - Junlin Yang
- Zhejiang Key Laboratory of Organ Development and Regeneration, College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou 311121, China
| | - Mengsheng Qiu
- College of Life Sciences, Zhejiang University, Hangzhou 310058, China
- Zhejiang Key Laboratory of Organ Development and Regeneration, College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou 311121, China
| | - Xiaofeng Xu
- Zhejiang Key Laboratory of Organ Development and Regeneration, College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou 311121, China
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16
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Garcia ED, Chan JR. Oligodendrocytes go with the flow: Meningeal lymphatics promote myelin integrity. Immunity 2024; 57:2255-2257. [PMID: 39383839 DOI: 10.1016/j.immuni.2024.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2024] [Revised: 09/10/2024] [Accepted: 09/11/2024] [Indexed: 10/11/2024]
Abstract
The meningeal lymphatics system plays diverse roles in facilitating neuroimmune function at brain borders, yet its specific contribution toward glial function and homeostasis is not known. In this issue of Immunity, Das Neves et al. (2024) describe a novel role for the meningeal lymphatics in maintaining oligodendrocyte survival and myelination.
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Affiliation(s)
- Eric D Garcia
- Department of Neurology, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA; Neuroscience Graduate Program, University of California San Francisco, San Francisco, CA, USA.
| | - Jonah R Chan
- Department of Neurology, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA; Neuroscience Graduate Program, University of California San Francisco, San Francisco, CA, USA.
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17
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das Neves SP, Delivanoglou N, Ren Y, Cucuzza CS, Makuch M, Almeida F, Sanchez G, Barber MJ, Rego S, Schrader R, Faroqi AH, Thomas JL, McLean PJ, Oliveira TG, Irani SR, Piehl F, Da Mesquita S. Meningeal lymphatic function promotes oligodendrocyte survival and brain myelination. Immunity 2024; 57:2328-2343.e8. [PMID: 39217987 PMCID: PMC11464205 DOI: 10.1016/j.immuni.2024.08.004] [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: 06/15/2023] [Revised: 04/17/2024] [Accepted: 08/02/2024] [Indexed: 09/04/2024]
Abstract
The precise neurophysiological changes prompted by meningeal lymphatic dysfunction remain unclear. Here, we showed that inducing meningeal lymphatic vessel ablation in adult mice led to gene expression changes in glial cells, followed by reductions in mature oligodendrocyte numbers and specific lipid species in the brain. These phenomena were accompanied by altered meningeal adaptive immunity and brain myeloid cell activation. During brain remyelination, meningeal lymphatic dysfunction provoked a state of immunosuppression that contributed to delayed spontaneous oligodendrocyte replenishment and axonal loss. The deficiencies in mature oligodendrocytes and neuroinflammation due to impaired meningeal lymphatic function were solely recapitulated in immunocompetent mice. Patients diagnosed with multiple sclerosis presented reduced vascular endothelial growth factor C in the cerebrospinal fluid, particularly shortly after clinical relapses, possibly indicative of poor meningeal lymphatic function. These data demonstrate that meningeal lymphatics regulate oligodendrocyte function and brain myelination, which might have implications for human demyelinating diseases.
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Affiliation(s)
- Sofia P das Neves
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL 32224, USA
| | | | - Yingxue Ren
- Department of Quantitative Health Sciences, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Chiara Starvaggi Cucuzza
- Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden; Centre for Neurology, Academic Specialist Center, Stockholm Health Services, Stockholm, Sweden
| | - Mateusz Makuch
- Oxford Autoimmune Neurology Group, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Francisco Almeida
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Campus Gualtar, 4710-057 Braga, Portugal; ICVS/3B's - PT Government Associate Laboratory, Braga, Guimarães, Portugal
| | - Guadalupe Sanchez
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL 32224, USA; Neuroscience Ph.D. Program, Mayo Clinic Graduate School of Biomedical Sciences, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Megan J Barber
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Shanon Rego
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL 32224, USA; Post-baccalaureate Research Education Program, Mayo Clinic Graduate School of Biomedical Sciences, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Racquelle Schrader
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL 32224, USA; Post-baccalaureate Research Education Program, Mayo Clinic Graduate School of Biomedical Sciences, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Ayman H Faroqi
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL 32224, USA; Neuroscience Ph.D. Program, Mayo Clinic Graduate School of Biomedical Sciences, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Jean-Leon Thomas
- Department of Neurology, Yale University School of Medicine, New Haven, CT, USA; Paris Brain Institute, Université Pierre et Marie Curie Paris 06 UMRS1127, Sorbonne Université, Paris Brain Institute, Paris, France
| | - Pamela J McLean
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL 32224, USA; Neuroscience Ph.D. Program, Mayo Clinic Graduate School of Biomedical Sciences, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Tiago Gil Oliveira
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Campus Gualtar, 4710-057 Braga, Portugal; ICVS/3B's - PT Government Associate Laboratory, Braga, Guimarães, Portugal; Department of Neuroradiology, Hospital de Braga, 4710-243 Braga, Portugal
| | - Sarosh R Irani
- Oxford Autoimmune Neurology Group, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK; Department of Clinical Neurology, John Radcliffe Hospital, Oxford, UK
| | - Fredrik Piehl
- Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden; Centre for Neurology, Academic Specialist Center, Stockholm Health Services, Stockholm, Sweden
| | - Sandro Da Mesquita
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL 32224, USA; Neuroscience Ph.D. Program, Mayo Clinic Graduate School of Biomedical Sciences, Mayo Clinic, Jacksonville, FL 32224, USA.
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18
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Amodeo G, Magni G, Galimberti G, Riboldi B, Franchi S, Sacerdote P, Ceruti S. Neuroinflammation in osteoarthritis: From pain to mood disorders. Biochem Pharmacol 2024; 228:116182. [PMID: 38556026 DOI: 10.1016/j.bcp.2024.116182] [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: 02/06/2024] [Revised: 03/19/2024] [Accepted: 03/28/2024] [Indexed: 04/02/2024]
Abstract
Osteoarthritis (OA) is the most common form of musculoskeletal disease, and its prevalence is increasing due to the aging of the population. Chronic pain is the most burdensome symptom of OA that significantly lowers patients' quality of life, also due to its frequent association with emotional comorbidities, such as anxiety and depression. In recent years, both chronic pain and mood alterations have been linked to the development of neuroinflammation in the peripheral nervous system, spinal cord and supraspinal brain areas. Thus, mechanisms at the basis of the development of the neuroinflammatory process may indicate promising targets for novel treatment for pain and affective comorbidities that accompany OA. In order to assess the key role of neuroinflammation in the maintenance of chronic pain and its potential involvement in development of psychiatric components, the monoiodoacetate (MIA) model of OA in rodents has been used and validated. In the present commentary article, we aim to summarize up-to-date results achieved in this experimental model of OA, focusing on glia activation and cytokine production in the sciatic nerve, dorsal root ganglia (DRGs), spinal cord and brain areas. The association of a neuroinflammatory state with the development of pain and anxiety- and depression-like behaviors are discussed. Results suggest that cells and molecules involved in neuroinflammation may represent novel targets for innovative pharmacological treatments of OA pain and mood comorbidities.
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Affiliation(s)
- Giada Amodeo
- Laboratory of Pain Therapy and Neuroimmunology, Department of Pharmacological and Biomolecular Sciences "Rodolfo Paoletti", Università degli Studi di Milano, Via Balzaretti, 9 -20133 Milan (IT), Italy
| | - Giulia Magni
- Laboratory of Pain Therapy and Neuroimmunology, Department of Pharmacological and Biomolecular Sciences "Rodolfo Paoletti", Università degli Studi di Milano, Via Balzaretti, 9 -20133 Milan (IT), Italy
| | - Giulia Galimberti
- Laboratory of Pain Therapy and Neuroimmunology, Department of Pharmacological and Biomolecular Sciences "Rodolfo Paoletti", Università degli Studi di Milano, Via Balzaretti, 9 -20133 Milan (IT), Italy
| | - Benedetta Riboldi
- Laboratory of Pain Therapy and Neuroimmunology, Department of Pharmacological and Biomolecular Sciences "Rodolfo Paoletti", Università degli Studi di Milano, Via Balzaretti, 9 -20133 Milan (IT), Italy
| | - Silvia Franchi
- Laboratory of Pain Therapy and Neuroimmunology, Department of Pharmacological and Biomolecular Sciences "Rodolfo Paoletti", Università degli Studi di Milano, Via Balzaretti, 9 -20133 Milan (IT), Italy
| | - Paola Sacerdote
- Laboratory of Pain Therapy and Neuroimmunology, Department of Pharmacological and Biomolecular Sciences "Rodolfo Paoletti", Università degli Studi di Milano, Via Balzaretti, 9 -20133 Milan (IT), Italy
| | - Stefania Ceruti
- Laboratory of Pain Therapy and Neuroimmunology, Department of Pharmacological and Biomolecular Sciences "Rodolfo Paoletti", Università degli Studi di Milano, Via Balzaretti, 9 -20133 Milan (IT), Italy.
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19
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Castelo-Branco G, Kukanja P, Guerreiro-Cacais AO, Rubio Rodríguez-Kirby LA. Disease-associated oligodendroglia: a putative nexus in neurodegeneration. Trends Immunol 2024; 45:750-759. [PMID: 39322475 DOI: 10.1016/j.it.2024.08.003] [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: 07/19/2024] [Revised: 08/20/2024] [Accepted: 08/23/2024] [Indexed: 09/27/2024]
Abstract
Neural cells in our central nervous system (CNS) have long been thought to be mere targets of neuroinflammatory events in neurodegenerative diseases such as multiple sclerosis (MS) or Alzheimer's disease. While glial populations such as microglia and astrocytes emerged as active responders and modifiers of pathological environments, oligodendroglia and neurons have been associated with altered homeostasis and eventual cell death. The advent of single-cell and spatial omics technologies has demonstrated transitions of CNS-resident glia, including oligodendroglia, into disease-associated (DA) states. Anchored in recent findings of their roles in MS, we propose that DA glia constitute key nexus of disease progression, with DA oligodendroglia contributing to the modulation of neuroinflammation in certain neurodegenerative diseases, constituting novel putative pharmacological targets for such pathologies.
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Affiliation(s)
- Gonçalo Castelo-Branco
- Laboratory of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Biomedicum, Karolinska Institutet, 17177 Stockholm, Sweden.
| | - Petra Kukanja
- Laboratory of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Biomedicum, Karolinska Institutet, 17177 Stockholm, Sweden
| | - André O Guerreiro-Cacais
- Center for Molecular Medicine, Department of Clinical Neuroscience, Karolinska Institutet, Karolinska University Hospital, 171 76 Solna, Sweden
| | - Leslie A Rubio Rodríguez-Kirby
- Laboratory of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Biomedicum, Karolinska Institutet, 17177 Stockholm, Sweden
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20
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Butto T, Chongtham MC, Mungikar K, Hartwich D, Linke M, Ruffini N, Radyushkin K, Schweiger S, Winter J, Gerber S. Characterization of transcriptional profiles associated with stress-induced neuronal activation in Arc-GFP mice. Mol Psychiatry 2024; 29:3010-3023. [PMID: 38649752 PMCID: PMC11449785 DOI: 10.1038/s41380-024-02555-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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 03/21/2024] [Accepted: 04/05/2024] [Indexed: 04/25/2024]
Abstract
Chronic stress has become a predominant factor associated with a variety of psychiatric disorders, such as depression and anxiety, in both human and animal models. Although multiple studies have looked at transcriptional changes after social defeat stress, these studies primarily focus on bulk tissues, which might dilute important molecular signatures of social interaction in activated cells. In this study, we employed the Arc-GFP mouse model in conjunction with chronic social defeat (CSD) to selectively isolate activated nuclei (AN) populations in the ventral hippocampus (vHIP) and prefrontal cortex (PFC) of resilient and susceptible animals. Nuclear RNA-seq of susceptible vs. resilient populations revealed distinct transcriptional profiles linked predominantly with neuronal and synaptic regulation mechanisms. In the vHIP, susceptible AN exhibited increased expression of genes related to the cytoskeleton and synaptic organization. At the same time, resilient AN showed upregulation of cell adhesion genes and differential expression of major glutamatergic subunits. In the PFC, susceptible mice exhibited upregulation of synaptotagmins and immediate early genes (IEGs), suggesting a potentially over-amplified neuronal activity state. Our findings provide a novel view of stress-exposed neuronal activation and the molecular response mechanisms in stress-susceptible vs. resilient animals, which may have important implications for understanding mental resilience.
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Affiliation(s)
- Tamer Butto
- Institute for Pharmaceutical and Biomedical Sciences, Johannes Gutenberg-University, 55128, Mainz, Germany
| | | | - Kanak Mungikar
- Institute of Human Genetics, University Medical Center of the Johannes Gutenberg University Mainz, Langenbeckstr. 1, 55131, Mainz, Germany
| | - Dewi Hartwich
- Institute of Human Genetics, University Medical Center of the Johannes Gutenberg University Mainz, Langenbeckstr. 1, 55131, Mainz, Germany
| | - Matthias Linke
- Institute of Human Genetics, University Medical Center of the Johannes Gutenberg University Mainz, Langenbeckstr. 1, 55131, Mainz, Germany
| | - Nicolas Ruffini
- Leibniz Institute for Resilience Research, Wallstr 7, 55122, Mainz, Germany
| | | | - Susann Schweiger
- Leibniz Institute for Resilience Research, Wallstr 7, 55122, Mainz, Germany
- Institute of Human Genetics, University Medical Center of the Johannes Gutenberg University Mainz, Langenbeckstr. 1, 55131, Mainz, Germany
| | - Jennifer Winter
- Leibniz Institute for Resilience Research, Wallstr 7, 55122, Mainz, Germany.
- Institute of Human Genetics, University Medical Center of the Johannes Gutenberg University Mainz, Langenbeckstr. 1, 55131, Mainz, Germany.
| | - Susanne Gerber
- Institute of Human Genetics, University Medical Center of the Johannes Gutenberg University Mainz, Langenbeckstr. 1, 55131, Mainz, Germany.
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21
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Hoshino T, Takase H, Hamanaka G, Kimura S, Fukuda N, Mandeville ET, Lok J, Lo EH, Arai K. Transcriptomic changes in oligodendrocyte lineage cells during the juvenile to adult transition in the mouse corpus callosum. Sci Rep 2024; 14:22334. [PMID: 39333617 PMCID: PMC11436962 DOI: 10.1038/s41598-024-72311-4] [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: 04/12/2024] [Accepted: 09/05/2024] [Indexed: 09/29/2024] Open
Abstract
The corpus callosum, a major white matter tract in the brain, undergoes age-related functional changes. To extend our investigation of age-related gene expression dynamics in the mouse corpus callosum, we compared RNA-seq data from 2 week-old and 12 week-old wild-type C57BL/6 J mice and identified the differentially expressed genes (e.g., Marcksl1, Chst3, C4b, Neat1, Ndrg1, Emid1, etc.) between these ages. Interestingly, we found that genes highly expressed in myelinating oligodendrocytes were upregulated in 12 week-old mice compared to 2 week-old mice, while genes highly expressed in oligodendrocyte precursor cells (OPCs) and newly formed oligodendrocytes were downregulated. Furthermore, by comparing these genes with the datasets from 20 week-old and 96 week-old mice, we identified novel sets of genes with age-dependent variations in the corpus callosum. These gene expression changes potentially affect key biological pathways and may be closely linked to age-related neurological disorders, including dementia and stroke. Therefore, our results provide an additional dataset to explore age-dependent gene expression dynamics of oligodendrocyte lineage cells in the corpus callosum.
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Affiliation(s)
- Tomonori Hoshino
- Neuroprotection Research Laboratories, Departments of Radiology and Neurology, Massachusetts General Hospital and Harvard Medical School, 149 Thirteenth Street, Room 2401, Charlestown, MA, 02129-2000, USA.
| | - Hajime Takase
- Neuroprotection Research Laboratories, Departments of Radiology and Neurology, Massachusetts General Hospital and Harvard Medical School, 149 Thirteenth Street, Room 2401, Charlestown, MA, 02129-2000, USA
| | - Gen Hamanaka
- Neuroprotection Research Laboratories, Departments of Radiology and Neurology, Massachusetts General Hospital and Harvard Medical School, 149 Thirteenth Street, Room 2401, Charlestown, MA, 02129-2000, USA
| | - Shintaro Kimura
- Neuroprotection Research Laboratories, Departments of Radiology and Neurology, Massachusetts General Hospital and Harvard Medical School, 149 Thirteenth Street, Room 2401, Charlestown, MA, 02129-2000, USA
| | - Norito Fukuda
- Neuroprotection Research Laboratories, Departments of Radiology and Neurology, Massachusetts General Hospital and Harvard Medical School, 149 Thirteenth Street, Room 2401, Charlestown, MA, 02129-2000, USA
| | - Emiri T Mandeville
- Neuroprotection Research Laboratories, Departments of Radiology and Neurology, Massachusetts General Hospital and Harvard Medical School, 149 Thirteenth Street, Room 2401, Charlestown, MA, 02129-2000, USA
| | - Josephine Lok
- Neuroprotection Research Laboratories, Departments of Radiology and Neurology, Massachusetts General Hospital and Harvard Medical School, 149 Thirteenth Street, Room 2401, Charlestown, MA, 02129-2000, USA
| | - Eng H Lo
- Neuroprotection Research Laboratories, Departments of Radiology and Neurology, Massachusetts General Hospital and Harvard Medical School, 149 Thirteenth Street, Room 2401, Charlestown, MA, 02129-2000, USA
| | - Ken Arai
- Neuroprotection Research Laboratories, Departments of Radiology and Neurology, Massachusetts General Hospital and Harvard Medical School, 149 Thirteenth Street, Room 2401, Charlestown, MA, 02129-2000, USA.
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22
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Li M, Hao X, Hu Z, Tian J, Shi J, Ma D, Guo M, Li S, Zuo C, Liang Y, Tang M, Mao C, Xu Y, Shi C. Microvascular and cellular dysfunctions in Alzheimer's disease: an integrative analysis perspective. Sci Rep 2024; 14:20944. [PMID: 39251797 PMCID: PMC11385648 DOI: 10.1038/s41598-024-71888-0] [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: 05/08/2024] [Accepted: 09/02/2024] [Indexed: 09/11/2024] Open
Abstract
Alzheimer's disease (AD) is the most common cause of dementia, characterized by memory loss, cognitive decline, personality changes, and various neurological symptoms. The role of blood-brain barrier (BBB) injury, extracellular matrix (ECM) abnormalities, and oligodendrocytes (ODCs) dysfunction in AD has gained increasing attention, yet the detailed pathogenesis remains elusive. This study integrates single-cell sequencing of AD patients' cerebrovascular system with a genome-wide association analysis. It aims to elucidate the associations and potential mechanisms behind pericytes injury, ECM disorder, and ODCs dysfunction in AD pathogenesis. Finally, we identified that abnormalities in the pericyte PI3K-AKT-FOXO signaling pathway may be involved in the pathogenic process of AD. This comprehensive approach sheds new light on the complex etiology of AD and opens avenues for advanced research into its pathogenesis and therapeutic strategies.
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Affiliation(s)
- Mengjie Li
- Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Xiaoyan Hao
- Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Zhengwei Hu
- Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Jie Tian
- Zhengzhou Railway Vocational and Technical College, Zhengzhou, 450000, Henan, China
| | - Jingjing Shi
- Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Dongrui Ma
- Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Mengnan Guo
- Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Shuangjie Li
- Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Chunyan Zuo
- Zhengzhou University, Zhengzhou, 450000, Henan, China
| | | | - Mibo Tang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, 1 Jian-she East Road, Zhengzhou, 450000, Henan, China
| | - Chengyuan Mao
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, 1 Jian-she East Road, Zhengzhou, 450000, Henan, China
| | - Yuming Xu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, 1 Jian-she East Road, Zhengzhou, 450000, Henan, China
- NHC Key Laboratory of Prevention and Treatment of Cerebrovascular Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou, 450000, Henan, China
- Institute of Neuroscience, Zhengzhou University, Zhengzhou, 450000, Henan, China
- Henan Key Laboratory of Cerebrovascular Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Changhe Shi
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, 1 Jian-she East Road, Zhengzhou, 450000, Henan, China.
- NHC Key Laboratory of Prevention and Treatment of Cerebrovascular Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou, 450000, Henan, China.
- Institute of Neuroscience, Zhengzhou University, Zhengzhou, 450000, Henan, China.
- Henan Key Laboratory of Cerebrovascular Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou, 450000, Henan, China.
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23
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Green GS, Fujita M, Yang HS, Taga M, Cain A, McCabe C, Comandante-Lou N, White CC, Schmidtner AK, Zeng L, Sigalov A, Wang Y, Regev A, Klein HU, Menon V, Bennett DA, Habib N, De Jager PL. Cellular communities reveal trajectories of brain ageing and Alzheimer's disease. Nature 2024; 633:634-645. [PMID: 39198642 DOI: 10.1038/s41586-024-07871-6] [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: 02/22/2023] [Accepted: 07/24/2024] [Indexed: 09/01/2024]
Abstract
Alzheimer's disease (AD) has recently been associated with diverse cell states1-11, yet when and how these states affect the onset of AD remains unclear. Here we used a data-driven approach to reconstruct the dynamics of the brain's cellular environment and identified a trajectory leading to AD that is distinct from other ageing-related effects. First, we built a comprehensive cell atlas of the aged prefrontal cortex from 1.65 million single-nucleus RNA-sequencing profiles sampled from 437 older individuals, and identified specific glial and neuronal subpopulations associated with AD-related traits. Causal modelling then prioritized two distinct lipid-associated microglial subpopulations-one drives amyloid-β proteinopathy while the other mediates the effect of amyloid-β on tau proteinopathy-as well as an astrocyte subpopulation that mediates the effect of tau on cognitive decline. To model the dynamics of cellular environments, we devised the BEYOND methodology, which identified two distinct trajectories of brain ageing, each defined by coordinated progressive changes in certain cellular communities that lead to (1) AD dementia or (2) alternative brain ageing. Thus, we provide a cellular foundation for a new perspective on AD pathophysiology that informs personalized therapeutic development, targeting different cellular communities for individuals on the path to AD or to alternative brain ageing.
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Affiliation(s)
- Gilad Sahar Green
- Edmond & Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Masashi Fujita
- Center for Translational & Computational Neuroimmunology, Department of Neurology and Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY, USA
| | - Hyun-Sik Yang
- Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA
| | - Mariko Taga
- Center for Translational & Computational Neuroimmunology, Department of Neurology and Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY, USA
| | - Anael Cain
- Edmond & Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Cristin McCabe
- Klarman Cell Observatory, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Natacha Comandante-Lou
- Center for Translational & Computational Neuroimmunology, Department of Neurology and Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY, USA
| | | | - Anna K Schmidtner
- Edmond & Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Lu Zeng
- Center for Translational & Computational Neuroimmunology, Department of Neurology and Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY, USA
| | - Alina Sigalov
- Center for Translational & Computational Neuroimmunology, Department of Neurology and Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY, USA
| | - Yangling Wang
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
| | - Aviv Regev
- Klarman Cell Observatory, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Biology, Koch Institute of Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Genentech, San Francisco, CA, USA
| | - Hans-Ulrich Klein
- Center for Translational & Computational Neuroimmunology, Department of Neurology and Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY, USA
| | - Vilas Menon
- Center for Translational & Computational Neuroimmunology, Department of Neurology and Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY, USA.
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
| | - Naomi Habib
- Edmond & Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel.
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.
| | - Philip L De Jager
- Center for Translational & Computational Neuroimmunology, Department of Neurology and Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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24
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Armstrong RC, Sullivan GM, Perl DP, Rosarda JD, Radomski KL. White matter damage and degeneration in traumatic brain injury. Trends Neurosci 2024; 47:677-692. [PMID: 39127568 DOI: 10.1016/j.tins.2024.07.003] [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: 04/18/2024] [Revised: 06/17/2024] [Accepted: 07/19/2024] [Indexed: 08/12/2024]
Abstract
Traumatic brain injury (TBI) is a complex condition that can resolve over time but all too often leads to persistent symptoms, and the risk of poor patient outcomes increases with aging. TBI damages neurons and long axons within white matter tracts that are critical for communication between brain regions; this causes slowed information processing and neuronal circuit dysfunction. This review focuses on white matter injury after TBI and the multifactorial processes that underlie white matter damage, potential for recovery, and progression of degeneration. A multiscale perspective across clinical and preclinical advances is presented to encourage interdisciplinary insights from whole-brain neuroimaging of white matter tracts down to cellular and molecular responses of axons, myelin, and glial cells within white matter tissue.
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Affiliation(s)
- Regina C Armstrong
- Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA; Military Traumatic Brain Injury Initiative (MTBI(2)), Bethesda, MD, USA.
| | - Genevieve M Sullivan
- Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA; Military Traumatic Brain Injury Initiative (MTBI(2)), Bethesda, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Daniel P Perl
- Pathology, School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, USA; Department of Defense - Uniformed Services University Brain Tissue Repository, Bethesda, MD, USA
| | - Jessica D Rosarda
- Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Kryslaine L Radomski
- Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
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25
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Schauer SP, Cho CH, Novikova G, Roth GA, Lee J, Sharma AD, Foley AR, Ng C, Shen P, Choi M, Ma TP, Phu L, Budayeva HG, Cheung TK, Lalehzadeh G, Imperio J, Ngu H, Etxeberria A, Liang Y, Rezzonico MG, Dourado M, Huang K, Lai Z, Hokom M, Pandya NJ, Newton D, Abdel‐Haleem AM, Chan P, Lee D, Tassew NG, Sangaraju D, O'Connor D, Hötzel I, Stark KL, Chou C, Foreman O, Easton A, Wildsmith KR, Sperinde G, Rose CM, Friedman BA, Fuji RN, Weimer RM, Meilandt WJ, Sadekar S, Nugent AA, Biever A. Primate cerebrospinal fluid CHI3L1 reflects brain TREM2 agonism. Alzheimers Dement 2024; 20:5861-5888. [PMID: 39090679 PMCID: PMC11497760 DOI: 10.1002/alz.13921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 03/22/2024] [Accepted: 03/25/2024] [Indexed: 08/04/2024]
Abstract
INTRODUCTION Triggering receptor expressed on myeloid cells 2 (TREM2) agonists are being clinically evaluated as disease-modifying therapeutics for Alzheimer's disease. Clinically translatable pharmacodynamic (PD) biomarkers are needed to confirm drug activity and select the appropriate therapeutic dose in clinical trials. METHODS We conducted multi-omic analyses on paired non-human primate brain and cerebrospinal fluid (CSF), and stimulation of human induced pluripotent stem cell-derived microglia cultures after TREM2 agonist treatment, followed by validation of candidate fluid PD biomarkers using immunoassays. We immunostained microglia to characterize proliferation and clustering. RESULTS We report CSF soluble TREM2 (sTREM2) and CSF chitinase-3-like protein 1 (CHI3L1/YKL-40) as PD biomarkers for the TREM2 agonist hPara.09. The respective reduction of sTREM2 and elevation of CHI3L1 in brain and CSF after TREM2 agonist treatment correlated with transient microglia proliferation and clustering. DISCUSSION CSF CHI3L1 and sTREM2 reflect microglial TREM2 agonism and can be used as clinical PD biomarkers to monitor TREM2 activity in the brain. HIGHLIGHTS CSF soluble triggering receptor expressed on myeloid cells 2 (sTREM2) reflects brain target engagement for a novel TREM2 agonist, hPara.09. CSF chitinase-3-like protein 1 reflects microglial TREM2 agonism. Both can be used as clinical fluid biomarkers to monitor TREM2 activity in brain.
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Affiliation(s)
- Stephen P. Schauer
- Department of Translational MedicineGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Chang Hoon Cho
- Department of Human Pathobiology and OMNI Reverse TranslationGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Gloriia Novikova
- Department of BioinformaticsGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Gillie A. Roth
- Department of Preclinical and Translational Pharmacokinetics and PharmacodynamicsGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Julie Lee
- Department of Translational MedicineGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Anup D. Sharma
- Department of Human Pathobiology and OMNI Reverse TranslationGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Alejandro R. Foley
- Department of BioAnalytical SciencesGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Carl Ng
- Department of BioAnalytical SciencesGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Philip Shen
- Department of Safety Assessment PathologyGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Meena Choi
- Department of MicrochemistryProteomics, Lipidomics, and Next Generation SequencingGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Taylur P. Ma
- Department of MicrochemistryProteomics, Lipidomics, and Next Generation SequencingGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Lilian Phu
- Department of MicrochemistryProteomics, Lipidomics, and Next Generation SequencingGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Hanna G. Budayeva
- Department of MicrochemistryProteomics, Lipidomics, and Next Generation SequencingGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Tommy K. Cheung
- Department of MicrochemistryProteomics, Lipidomics, and Next Generation SequencingGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Guita Lalehzadeh
- Department of NeuroscienceGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Jose Imperio
- Department of NeuroscienceGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Hai Ngu
- Department of Research PathologyGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Ainhoa Etxeberria
- Department of NeuroscienceGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Yuxin Liang
- Department of MicrochemistryProteomics, Lipidomics, and Next Generation SequencingGenentech, Inc.South San FranciscoCaliforniaUSA
| | | | - Michelle Dourado
- Department of NeuroscienceGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Kevin Huang
- Department of Translational MedicineGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Zijuan Lai
- Department of Drug Metabolism and PharmacokineticsGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Martha Hokom
- Department of BioAnalytical SciencesGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Nikhil J. Pandya
- Department of Human Pathobiology and OMNI Reverse TranslationGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Dwight Newton
- Roche InformaticsHoffmann‐La Roche, Ltd.MississaugaOntarioCanada
| | | | - Pamela Chan
- Department of Biochemical and Cellular PharmacologyGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Donna Lee
- Department of Safety Assessment ToxicologyGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Nardos G. Tassew
- Department of Safety Assessment ToxicologyGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Dewakar Sangaraju
- Department of Drug Metabolism and PharmacokineticsGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Deborah O'Connor
- Department of ChemistryManufacturing, and ControlsGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Isidro Hötzel
- Department of Antibody EngineeringGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Kimberly L. Stark
- Department of NeuroscienceGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Carolina Chou
- Department of Safety Assessment Nonclinical OperationsGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Oded Foreman
- Department of Research PathologyGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Amy Easton
- Department of NeuroscienceGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Kristin R. Wildsmith
- Department of Translational MedicineGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Gizette Sperinde
- Department of BioAnalytical SciencesGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Christopher M. Rose
- Department of MicrochemistryProteomics, Lipidomics, and Next Generation SequencingGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Brad A. Friedman
- Department of BioinformaticsGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Reina N. Fuji
- Department of Safety Assessment PathologyGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Robby M. Weimer
- Department of Translational ImagingGenentech, Inc.South San FranciscoCaliforniaUSA
| | | | - Shraddha Sadekar
- Department of Preclinical and Translational Pharmacokinetics and PharmacodynamicsGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Alicia A. Nugent
- Department of Human Pathobiology and OMNI Reverse TranslationGenentech, Inc.South San FranciscoCaliforniaUSA
| | - Anne Biever
- Department of Translational MedicineGenentech, Inc.South San FranciscoCaliforniaUSA
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26
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Spieth L, Simons M. Remember oligodendrocytes: Uncovering their overlooked role in Alzheimer's disease. PLoS Biol 2024; 22:e3002798. [PMID: 39264958 PMCID: PMC11421816 DOI: 10.1371/journal.pbio.3002798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 09/24/2024] [Indexed: 09/14/2024] Open
Abstract
Our understanding of Alzheimer's disease (AD) has evolved from focusing solely on neurons to recognizing the role of glia. A recent study in PLOS Biology revealed that oligodendrocytes are an important source of Aβ that impairs neuronal function.
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Affiliation(s)
- Lena Spieth
- Institute of Neuronal Cell Biology, Technical University Munich, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Mikael Simons
- Institute of Neuronal Cell Biology, Technical University Munich, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Munich Cluster of Systems Neurology (SyNergy), Munich, Germany
- Institute for Stroke and Dementia Research, University Hospital of Munich, LMU Munich, Munich, Germany
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27
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Duncan GJ, Ingram SD, Emberley K, Hill J, Cordano C, Abdelhak A, McCane M, Jenks JE, Jabassini N, Ananth K, Ferrara SJ, Stedelin B, Sivyer B, Aicher SA, Scanlan T, Watkins TA, Mishra A, Nelson JW, Green AJ, Emery B. Remyelination protects neurons from DLK-mediated neurodegeneration. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.09.30.560267. [PMID: 37873342 PMCID: PMC10592610 DOI: 10.1101/2023.09.30.560267] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Chronic demyelination and oligodendrocyte loss deprive neurons of crucial support. It is the degeneration of neurons and their connections that drives progressive disability in demyelinating disease. However, whether chronic demyelination triggers neurodegeneration and how it may do so remain unclear. We characterize two genetic mouse models of inducible demyelination, one distinguished by effective remyelination and the other by remyelination failure and chronic demyelination. While both demyelinating lines feature axonal damage, mice with blocked remyelination have elevated neuronal apoptosis and altered microglial inflammation, whereas mice with efficient remyelination do not feature neuronal apoptosis and have improved functional recovery. Remyelination incapable mice show increased activation of kinases downstream of dual leucine zipper kinase (DLK) and phosphorylation of c-Jun in neuronal nuclei. Pharmacological inhibition or genetic disruption of DLK block c-Jun phosphorylation and the apoptosis of demyelinated neurons. Together, we demonstrate that remyelination is associated with neuroprotection and identify DLK inhibition as protective strategy for chronically demyelinated neurons.
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Affiliation(s)
- Greg J. Duncan
- Department of Neurology, Jungers Center for Neurosciences Research, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Sam D Ingram
- Department of Neurology, Jungers Center for Neurosciences Research, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Katie Emberley
- Department of Neurology, Jungers Center for Neurosciences Research, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Jo Hill
- Department of Chemical Physiology and Biochemistry, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Christian Cordano
- Weill Institute for Neurosciences, Department of Neurology, University of California San Francisco, San Francisco, CA, 94158, USA
- Department of Neurology, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), University of Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Ahmed Abdelhak
- Weill Institute for Neurosciences, Department of Neurology, University of California San Francisco, San Francisco, CA, 94158, USA
| | - Michael McCane
- Department of Neurology, Jungers Center for Neurosciences Research, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Jennifer E. Jenks
- Department of Neurology, Jungers Center for Neurosciences Research, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Nora Jabassini
- Weill Institute for Neurosciences, Department of Neurology, University of California San Francisco, San Francisco, CA, 94158, USA
| | - Kirtana Ananth
- Weill Institute for Neurosciences, Department of Neurology, University of California San Francisco, San Francisco, CA, 94158, USA
| | - Skylar J. Ferrara
- Department of Chemical Physiology and Biochemistry, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Brittany Stedelin
- Department of Neurology, Jungers Center for Neurosciences Research, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Benjamin Sivyer
- Department of Ophthalmology, Casey Eye Institute, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Sue A. Aicher
- Department of Chemical Physiology and Biochemistry, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Thomas Scanlan
- Department of Chemical Physiology and Biochemistry, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Trent A. Watkins
- Weill Institute for Neurosciences, Department of Neurology, University of California San Francisco, San Francisco, CA, 94158, USA
| | - Anusha Mishra
- Department of Neurology, Jungers Center for Neurosciences Research, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Jonathan W. Nelson
- Division of Nephrology and Hypertension, School of Medicine, Oregon Health & Science University, Portland, OR, 97239, USA
- Division of Nephrology and Hypertension, Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA
| | - Ari J. Green
- Weill Institute for Neurosciences, Department of Neurology, University of California San Francisco, San Francisco, CA, 94158, USA
| | - Ben Emery
- Department of Neurology, Jungers Center for Neurosciences Research, Oregon Health & Science University, Portland, OR, 97239, USA
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28
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Pan J, Fores-Martos J, Delpirou Nouh C, Jensen TD, Vallejo K, Cayrol R, Ahmadian S, Ashley EA, Greicius MD, Cobos I. Deciphering glial contributions to CSF1R-related disorder via single-nuclear transcriptomic profiling: a case study. Acta Neuropathol Commun 2024; 12:139. [PMID: 39217398 PMCID: PMC11365264 DOI: 10.1186/s40478-024-01853-5] [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: 06/28/2024] [Accepted: 08/20/2024] [Indexed: 09/04/2024] Open
Abstract
CSF1R-related disorder (CSF1R-RD) is a neurodegenerative condition that predominantly affects white matter due to genetic alterations in the CSF1R gene, which is expressed by microglia. We studied an elderly man with a hereditary, progressive dementing disorder of unclear etiology. Standard genetic testing for leukodystrophy and other neurodegenerative conditions was negative. Brain autopsy revealed classic features of adult-onset leukoencephalopathy with axonal spheroids and pigmented glia (ALSP), including confluent white matter degeneration with axonal spheroids and pigmented glial cells in the affected white matter, consistent with CSF1R-RD. Subsequent long-read sequencing identified a novel deletion in CSF1R that was not detectable with short-read exome sequencing. To gain insight into potential mechanisms underlying white matter degeneration in CSF1R-RD, we studied multiple brain regions exhibiting varying degrees of white matter pathology. We found decreased CSF1R transcript and protein across brain regions, including intact white matter. Single nuclear RNA sequencing (snRNAseq) identified two disease-associated microglial cell states: lipid-laden microglia (expressing GPNMB, ATG7, LGALS1, LGALS3) and inflammatory microglia (expressing IL2RA, ATP2C1, FCGBP, VSIR, SESN3), along with a small population of CD44+ peripheral monocyte-derived macrophages exhibiting migratory and phagocytic signatures. GPNMB+ lipid-laden microglia with ameboid morphology represented the end-stage disease microglia state. Disease-associated oligodendrocytes exhibited cell stress signatures and dysregulated apoptosis-related genes. Disease-associated oligodendrocyte precursor cells (OPCs) displayed a failure in their differentiation into mature myelin-forming oligodendrocytes, as evidenced by upregulated LRP1, PDGFRA, SOX5, NFIA, and downregulated NKX2-2, NKX6.2, SOX4, SOX8, TCF7L2, YY1, ZNF488. Overall, our findings highlight microglia-oligodendroglia crosstalk in demyelination, with CSF1R dysfunction promoting phagocytic and inflammatory microglia states, an arrest in OPC differentiation, and oligodendrocyte depletion.
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Affiliation(s)
- Jie Pan
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Jaume Fores-Martos
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Claire Delpirou Nouh
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Tanner D Jensen
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Kristen Vallejo
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Romain Cayrol
- Department of Pathology and Cell Biology, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada
| | - Saman Ahmadian
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Euan A Ashley
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Michael D Greicius
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Inma Cobos
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA.
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29
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Louie AY, Drnevich J, Johnson JL, Woodard M, Kukekova AV, Johnson RW, Steelman AJ. Respiratory infection with influenza A virus delays remyelination and alters oligodendrocyte metabolism. iScience 2024; 27:110464. [PMID: 39104416 PMCID: PMC11298649 DOI: 10.1016/j.isci.2024.110464] [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: 02/09/2024] [Revised: 05/31/2024] [Accepted: 07/02/2024] [Indexed: 08/07/2024] Open
Abstract
Peripheral viral infection disrupts oligodendrocyte (OL) homeostasis such that endogenous remyelination may be affected. Here, we demonstrate that influenza A virus infection perpetuated a demyelination- and disease-associated OL phenotype following cuprizone-induced demyelination that resulted in delayed OL maturation and remyelination in the prefrontal cortex. Furthermore, we assessed cellular metabolism ex vivo, and found that infection altered brain OL and microglia metabolism in a manner that opposed the metabolic profile induced by remyelination. Specifically, infection increased glycolytic capacity of OLs and microglia, an effect that was recapitulated by lipopolysaccharide (LPS) stimulation of mixed glia cultures. In contrast, mitochondrial dependence was increased in OLs during remyelination, which was similarly observed in OLs of myelinating P14 mice compared to adult and aged mice. Collectively, our data indicate that respiratory viral infection is capable of suppressing remyelination, and suggest that metabolic dysfunction of OLs is implicated in remyelination impairment.
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Affiliation(s)
- Allison Y. Louie
- Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Jenny Drnevich
- Roy J. Carver Biotechnology Center, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Jennifer L. Johnson
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Meagan Woodard
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Anna V. Kukekova
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Rodney W. Johnson
- Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Andrew J. Steelman
- Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA
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30
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Rodrigues-Amorim D, Bozzelli PL, Kim T, Liu L, Gibson O, Yang CY, Murdock MH, Galiana-Melendez F, Schatz B, Davison A, Islam MR, Shin Park D, Raju RM, Abdurrob F, Nelson AJ, Min Ren J, Yang V, Stokes MP, Tsai LH. Multisensory gamma stimulation mitigates the effects of demyelination induced by cuprizone in male mice. Nat Commun 2024; 15:6744. [PMID: 39112447 PMCID: PMC11306744 DOI: 10.1038/s41467-024-51003-7] [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: 09/02/2023] [Accepted: 07/08/2024] [Indexed: 08/10/2024] Open
Abstract
Demyelination is a common pathological feature in a wide range of diseases, characterized by the loss of myelin sheath and myelin-supporting oligodendrocytes. These losses lead to impaired axonal function, increased vulnerability of axons to damage, and result in significant brain atrophy and neuro-axonal degeneration. Multiple pathomolecular processes contribute to neuroinflammation, oligodendrocyte cell death, and progressive neuronal dysfunction. In this study, we use the cuprizone mouse model of demyelination to investigate long-term non-invasive gamma entrainment using sensory stimulation as a potential therapeutic intervention for promoting myelination and reducing neuroinflammation in male mice. Here, we show that multisensory gamma stimulation mitigates demyelination, promotes oligodendrogenesis, preserves functional integrity and synaptic plasticity, attenuates oligodendrocyte ferroptosis-induced cell death, and reduces brain inflammation. Thus, the protective effects of multisensory gamma stimulation on myelin and anti-neuroinflammatory properties support its potential as a therapeutic approach for demyelinating disorders.
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Grants
- R01 AG069232 NIA NIH HHS
- R01 AT011460 NCCIH NIH HHS
- R01 NS122742 NINDS NIH HHS
- R56 AG069232 NIA NIH HHS
- We would like to acknowledge the following individuals and organizations for their support: Fundacion Bancaria la Caixa, The JPB Foundation, Carol and Gene Ludwig Family Foundation, Lester A. Gimpelson, Eduardo Eurnekian, The Dolby Family, Kathy and Miguel Octavio, the Marc Haas Foundation, Ben Lenail and Laurie Yoler, and NIH RO1 grants AG069232, AT011460 and R01NS122742 to L.-H.T.
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Affiliation(s)
- Daniela Rodrigues-Amorim
- Department of Brain and Cognitive Sciences, Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - P Lorenzo Bozzelli
- Department of Brain and Cognitive Sciences, Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - TaeHyun Kim
- Department of Brain and Cognitive Sciences, Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Liwang Liu
- Department of Brain and Cognitive Sciences, Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA, USA
| | | | - Cheng-Yi Yang
- Department of Brain and Cognitive Sciences, Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Mitchell H Murdock
- Department of Brain and Cognitive Sciences, Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Fabiola Galiana-Melendez
- Department of Brain and Cognitive Sciences, Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Brooke Schatz
- Department of Brain and Cognitive Sciences, Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Alexis Davison
- Department of Brain and Cognitive Sciences, Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Md Rezaul Islam
- Department of Brain and Cognitive Sciences, Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Dong Shin Park
- Department of Brain and Cognitive Sciences, Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Ravikiran M Raju
- Department of Brain and Cognitive Sciences, Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA, USA
- Division of Newborn Medicine, Harvard Medical School, Boston Children's Hospital, Boston, MA, USA
| | - Fatema Abdurrob
- Department of Brain and Cognitive Sciences, Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA, USA
| | | | - Jian Min Ren
- Cell Signaling Technology, 3 Trask Lane, Danvers, MA, USA
| | - Vicky Yang
- Cell Signaling Technology, 3 Trask Lane, Danvers, MA, USA
| | | | - Li-Huei Tsai
- Department of Brain and Cognitive Sciences, Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA, USA.
- Broad Institute of Harvard and MIT, Cambridge, MA, USA.
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31
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Liu Y, Guo J, Matoga M, Korotkova M, Jakobsson PJ, Aguzzi A. NG2 glia protect against prion neurotoxicity by inhibiting microglia-to-neuron prostaglandin E2 signaling. Nat Neurosci 2024; 27:1534-1544. [PMID: 38802591 PMCID: PMC11303249 DOI: 10.1038/s41593-024-01663-x] [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: 04/10/2023] [Accepted: 04/22/2024] [Indexed: 05/29/2024]
Abstract
Oligodendrocyte-lineage cells, including NG2 glia, undergo prominent changes in various neurodegenerative disorders. Here, we identify a neuroprotective role for NG2 glia against prion toxicity. NG2 glia were activated after prion infection in cerebellar organotypic cultured slices (COCS) and in brains of prion-inoculated mice. In both model systems, depletion of NG2 glia exacerbated prion-induced neurodegeneration and accelerated prion pathology. Loss of NG2 glia enhanced the biosynthesis of prostaglandin E2 (PGE2) by microglia, which augmented prion neurotoxicity through binding to the EP4 receptor. Pharmacological or genetic inhibition of PGE2 biosynthesis attenuated prion-induced neurodegeneration in COCS and mice, reduced the enhanced neurodegeneration in NG2-glia-depleted COCS after prion infection, and dampened the acceleration of prion disease in NG2-glia-depleted mice. These data unveil a non-cell-autonomous interaction between NG2 glia and microglia in prion disease and suggest that PGE2 signaling may represent an actionable target against prion diseases.
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Affiliation(s)
- Yingjun Liu
- Institute of Neuropathology, University of Zurich, Zurich, Switzerland.
| | - Jingjing Guo
- Institute of Neuropathology, University of Zurich, Zurich, Switzerland
| | - Maja Matoga
- Institute of Neuropathology, University of Zurich, Zurich, Switzerland
| | - Marina Korotkova
- Karolinska Institutet, Department of Medicine Solna, Division of Rheumatology, Stockholm, Sweden
- Karolinska University Hospital at Solna, Stockholm, Sweden
| | - Per-Johan Jakobsson
- Karolinska Institutet, Department of Medicine Solna, Division of Rheumatology, Stockholm, Sweden
- Karolinska University Hospital at Solna, Stockholm, Sweden
| | - Adriano Aguzzi
- Institute of Neuropathology, University of Zurich, Zurich, Switzerland.
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32
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Kedia S, Ji H, Feng R, Androvic P, Spieth L, Liu L, Franz J, Zdiarstek H, Anderson KP, Kaboglu C, Liu Q, Mattugini N, Cherif F, Prtvar D, Cantuti-Castelvetri L, Liesz A, Schifferer M, Stadelmann C, Tahirovic S, Gokce O, Simons M. T cell-mediated microglial activation triggers myelin pathology in a mouse model of amyloidosis. Nat Neurosci 2024; 27:1468-1474. [PMID: 38937583 PMCID: PMC11303250 DOI: 10.1038/s41593-024-01682-8] [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: 08/31/2023] [Accepted: 05/14/2024] [Indexed: 06/29/2024]
Abstract
Age-related myelin damage induces inflammatory responses, yet its involvement in Alzheimer's disease remains uncertain, despite age being a major risk factor. Using a mouse model of Alzheimer's disease, we found that amyloidosis itself triggers age-related oligodendrocyte and myelin damage. Mechanistically, CD8+ T cells promote the progressive accumulation of abnormally interferon-activated microglia that display myelin-damaging activity. Thus, our data suggest that immune responses against myelinating oligodendrocytes may contribute to neurodegenerative diseases with amyloidosis.
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Affiliation(s)
- Shreeya Kedia
- Institute of Neuronal Cell Biology, Technical University Munich, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Hao Ji
- Institute for Stroke and Dementia Research, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Ruoqing Feng
- Institute of Neuronal Cell Biology, Technical University Munich, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Peter Androvic
- Institute for Stroke and Dementia Research, University Hospital of Munich, LMU Munich, Munich, Germany
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany
| | - Lena Spieth
- Institute of Neuronal Cell Biology, Technical University Munich, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Lu Liu
- Institute for Stroke and Dementia Research, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Jonas Franz
- Department of Neuropathology, University Medical Center Göttingen, Göttingen, Germany
| | - Hanna Zdiarstek
- Department of Neuropathology, University Medical Center Göttingen, Göttingen, Germany
| | - Katrin Perez Anderson
- Institute for Stroke and Dementia Research, University Hospital of Munich, LMU Munich, Munich, Germany
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany
| | - Cem Kaboglu
- Institute of Neuronal Cell Biology, Technical University Munich, Munich, Germany
- Institute for Stroke and Dementia Research, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Qian Liu
- Institute for Stroke and Dementia Research, University Hospital of Munich, LMU Munich, Munich, Germany
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany
| | - Nicola Mattugini
- Institute of Neuronal Cell Biology, Technical University Munich, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Fatma Cherif
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Danilo Prtvar
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Ludovico Cantuti-Castelvetri
- Institute of Neuronal Cell Biology, Technical University Munich, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Arthur Liesz
- Institute for Stroke and Dementia Research, University Hospital of Munich, LMU Munich, Munich, Germany
- Munich Cluster of Systems Neurology (SyNergy), Munich, Germany
| | - Martina Schifferer
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Munich Cluster of Systems Neurology (SyNergy), Munich, Germany
| | - Christine Stadelmann
- Department of Neuropathology, University Medical Center Göttingen, Göttingen, Germany
| | - Sabina Tahirovic
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Ozgun Gokce
- Institute for Stroke and Dementia Research, University Hospital of Munich, LMU Munich, Munich, Germany
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany
- Munich Cluster of Systems Neurology (SyNergy), Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Mikael Simons
- Institute of Neuronal Cell Biology, Technical University Munich, Munich, Germany.
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany.
- Institute for Stroke and Dementia Research, University Hospital of Munich, LMU Munich, Munich, Germany.
- Munich Cluster of Systems Neurology (SyNergy), Munich, Germany.
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33
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Bormann D, Knoflach M, Poreba E, Riedl CJ, Testa G, Orset C, Levilly A, Cottereau A, Jauk P, Hametner S, Stranzl N, Golabi B, Copic D, Klas K, Direder M, Kühtreiber H, Salek M, Zur Nedden S, Baier-Bitterlich G, Kiechl S, Haider C, Endmayr V, Höftberger R, Ankersmit HJ, Mildner M. Single-nucleus RNA sequencing reveals glial cell type-specific responses to ischemic stroke in male rodents. Nat Commun 2024; 15:6232. [PMID: 39043661 PMCID: PMC11266704 DOI: 10.1038/s41467-024-50465-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: 01/08/2024] [Accepted: 07/09/2024] [Indexed: 07/25/2024] Open
Abstract
Neuroglia critically shape the brain´s response to ischemic stroke. However, their phenotypic heterogeneity impedes a holistic understanding of the cellular composition of the early ischemic lesion. Here we present a single cell resolution transcriptomics dataset of the brain´s acute response to infarction. Oligodendrocyte lineage cells and astrocytes range among the most transcriptionally perturbed populations and exhibit infarction- and subtype-specific molecular signatures. Specifically, we find infarction restricted proliferating oligodendrocyte precursor cells (OPCs), mature oligodendrocytes and reactive astrocytes, exhibiting transcriptional commonalities in response to ischemic injury. OPCs and reactive astrocytes are involved in a shared immuno-glial cross talk with stroke-specific myeloid cells. Within the perilesional zone, osteopontin positive myeloid cells accumulate in close proximity to CD44+ proliferating OPCs and reactive astrocytes. In vitro, osteopontin increases the migratory capacity of OPCs. Collectively, our study highlights molecular cross talk events which might govern the cellular composition of acutely infarcted brain tissue.
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Affiliation(s)
- Daniel Bormann
- Applied Immunology Laboratory, Department of Thoracic Surgery, Medical University of Vienna, 1090, Vienna, Austria
- Aposcience AG, 1200, Vienna, Austria
| | - Michael Knoflach
- Department of Neurology, Medical University of Innsbruck, Anichstraße 35, 6020, Innsbruck, Austria
- VASCage, Centre on Clinical Stroke Research, 6020, Innsbruck, Austria
| | - Emilia Poreba
- Department of Dermatology, Medical University of Vienna, 1090, Vienna, Austria
| | - Christian J Riedl
- Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, 1090, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Giulia Testa
- Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, 1090, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Cyrille Orset
- Normandie University, UNICAEN, ESR3P, INSERM UMR-S U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), Institut Blood and Brain @ Caen-Normandie (BB@C), GIP Cyceron, Caen, France
- Department of Clinical Research, Caen-Normandie University Hospital, Caen, France
| | - Anthony Levilly
- Normandie University, UNICAEN, ESR3P, INSERM UMR-S U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), Institut Blood and Brain @ Caen-Normandie (BB@C), GIP Cyceron, Caen, France
- Department of Clinical Research, Caen-Normandie University Hospital, Caen, France
| | - Andréa Cottereau
- Normandie University, UNICAEN, ESR3P, INSERM UMR-S U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), Institut Blood and Brain @ Caen-Normandie (BB@C), GIP Cyceron, Caen, France
- Department of Clinical Research, Caen-Normandie University Hospital, Caen, France
| | - Philipp Jauk
- Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, 1090, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, 1090, Vienna, Austria
| | - Simon Hametner
- Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, 1090, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Nadine Stranzl
- Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, 1090, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Bahar Golabi
- Department of Dermatology, Medical University of Vienna, 1090, Vienna, Austria
| | - Dragan Copic
- Applied Immunology Laboratory, Department of Thoracic Surgery, Medical University of Vienna, 1090, Vienna, Austria
- Aposcience AG, 1200, Vienna, Austria
- Division of Nephrology and Dialysis, Department of Internal Medicine III, Medical University of Vienna, 1090, Vienna, Austria
| | - Katharina Klas
- Applied Immunology Laboratory, Department of Thoracic Surgery, Medical University of Vienna, 1090, Vienna, Austria
- Aposcience AG, 1200, Vienna, Austria
| | - Martin Direder
- Applied Immunology Laboratory, Department of Thoracic Surgery, Medical University of Vienna, 1090, Vienna, Austria
- Aposcience AG, 1200, Vienna, Austria
- Department of Orthopedics and Trauma Surgery, Medical University of Vienna, 1090, Vienna, Austria
| | - Hannes Kühtreiber
- Applied Immunology Laboratory, Department of Thoracic Surgery, Medical University of Vienna, 1090, Vienna, Austria
- Aposcience AG, 1200, Vienna, Austria
| | - Melanie Salek
- Applied Immunology Laboratory, Department of Thoracic Surgery, Medical University of Vienna, 1090, Vienna, Austria
- Aposcience AG, 1200, Vienna, Austria
| | - Stephanie Zur Nedden
- Institute of Neurobiochemistry, CCB-Biocenter, Medical University of Innsbruck, 6020, Innsbruck, Austria
| | - Gabriele Baier-Bitterlich
- Institute of Neurobiochemistry, CCB-Biocenter, Medical University of Innsbruck, 6020, Innsbruck, Austria
| | - Stefan Kiechl
- Department of Neurology, Medical University of Innsbruck, Anichstraße 35, 6020, Innsbruck, Austria
- VASCage, Centre on Clinical Stroke Research, 6020, Innsbruck, Austria
| | - Carmen Haider
- Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, 1090, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Verena Endmayr
- Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, 1090, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Romana Höftberger
- Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, 1090, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Hendrik J Ankersmit
- Applied Immunology Laboratory, Department of Thoracic Surgery, Medical University of Vienna, 1090, Vienna, Austria.
- Aposcience AG, 1200, Vienna, Austria.
| | - Michael Mildner
- Department of Dermatology, Medical University of Vienna, 1090, Vienna, Austria.
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Sun ED, Zhou OY, Hauptschein M, Rappoport N, Xu L, Navarro Negredo P, Liu L, Rando TA, Zou J, Brunet A. Spatiotemporal transcriptomic profiling and modeling of mouse brain at single-cell resolution reveals cell proximity effects of aging and rejuvenation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.16.603809. [PMID: 39071282 PMCID: PMC11275735 DOI: 10.1101/2024.07.16.603809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/30/2024]
Abstract
Old age is associated with a decline in cognitive function and an increase in neurodegenerative disease risk1. Brain aging is complex and accompanied by many cellular changes2-20. However, the influence that aged cells have on neighboring cells and how this contributes to tissue decline is unknown. More generally, the tools to systematically address this question in aging tissues have not yet been developed. Here, we generate spatiotemporal data at single-cell resolution for the mouse brain across lifespan, and we develop the first machine learning models based on spatial transcriptomics ('spatial aging clocks') to reveal cell proximity effects during brain aging and rejuvenation. We collect a single-cell spatial transcriptomics brain atlas of 4.2 million cells from 20 distinct ages and across two rejuvenating interventions-exercise and partial reprogramming. We identify spatial and cell type-specific transcriptomic fingerprints of aging, rejuvenation, and disease, including for rare cell types. Using spatial aging clocks and deep learning models, we find that T cells, which infiltrate the brain with age, have a striking pro-aging proximity effect on neighboring cells. Surprisingly, neural stem cells have a strong pro-rejuvenating effect on neighboring cells. By developing computational tools to identify mediators of these proximity effects, we find that pro-aging T cells trigger a local inflammatory response likely via interferon-γ whereas pro-rejuvenating neural stem cells impact the metabolism of neighboring cells possibly via growth factors (e.g. vascular endothelial growth factor) and extracellular vesicles, and we experimentally validate some of these predictions. These results suggest that rare cells can have a drastic influence on their neighbors and could be targeted to counter tissue aging. We anticipate that these spatial aging clocks will not only allow scalable assessment of the efficacy of interventions for aging and disease but also represent a new tool for studying cell-cell interactions in many spatial contexts.
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Affiliation(s)
- Eric D. Sun
- Department of Biomedical Data Science, Stanford University, CA, USA
- Department of Genetics, Stanford University, CA, USA
| | - Olivia Y. Zhou
- Department of Genetics, Stanford University, CA, USA
- Stanford Biophysics Program, Stanford University, CA, USA
- Stanford Medical Scientist Training Program, Stanford University, CA, USA
| | | | | | - Lucy Xu
- Department of Genetics, Stanford University, CA, USA
- Department of Biology, Stanford University, CA, USA
| | | | - Ling Liu
- Department of Neurology, Stanford University, CA, USA
- Department of Neurology, UCLA, Los Angeles, CA, USA
- Eli and Edythe Broad Center for Regenerative Medicine and Stem Cell Biology, UCLA, Los Angeles, CA, USA
| | - Thomas A. Rando
- Department of Neurology, Stanford University, CA, USA
- Department of Neurology, UCLA, Los Angeles, CA, USA
- Eli and Edythe Broad Center for Regenerative Medicine and Stem Cell Biology, UCLA, Los Angeles, CA, USA
| | - James Zou
- Department of Biomedical Data Science, Stanford University, CA, USA
- These authors contributed equally: James Zou, Anne Brunet
| | - Anne Brunet
- Department of Genetics, Stanford University, CA, USA
- Glenn Center for the Biology of Aging, Stanford University, CA, USA
- Wu Tsai Neurosciences Institute, Stanford University, CA, USA
- These authors contributed equally: James Zou, Anne Brunet
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Gao Y, Slomnicki LP, Kilanczyk E, Forston MD, Pietrzak M, Rouchka EC, Howard RM, Whittemore SR, Hetman M. Reduced Expression of Oligodendrocyte Linage-Enriched Transcripts During the Endoplasmic Reticulum Stress/Integrated Stress Response. ASN Neuro 2024; 16:2371162. [PMID: 39024571 PMCID: PMC11262469 DOI: 10.1080/17590914.2024.2371162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Accepted: 04/12/2024] [Indexed: 07/20/2024] Open
Abstract
Endoplasmic reticulum (ER) stress in oligodendrocyte (OL) linage cells contributes to several CNS pathologies including traumatic spinal cord injury (SCI) and multiple sclerosis. Therefore, primary rat OL precursor cell (OPC) transcriptomes were analyzed using RNASeq after treatments with two ER stress-inducing drugs, thapsigargin (TG) or tunicamycin (TM). Gene ontology term (GO) enrichment showed that both drugs upregulated mRNAs associated with the general stress response. The GOs related to ER stress were only enriched for TM-upregulated mRNAs, suggesting greater ER stress selectivity of TM. Both TG and TM downregulated cell cycle/cell proliferation-associated transcripts, indicating the anti-proliferative effects of ER stress. Interestingly, many OL lineage-enriched mRNAs were downregulated, including those for transcription factors that drive OL identity such as Olig2. Moreover, ER stress-associated decreases of OL-specific gene expression were found in mature OLs from mouse models of white matter pathologies including contusive SCI, toxin-induced demyelination, and Alzheimer's disease-like neurodegeneration. Taken together, the disrupted transcriptomic fingerprint of OL lineage cells may facilitate myelin degeneration and/or dysfunction when pathological ER stress persists in OL lineage cells.
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Affiliation(s)
- Yonglin Gao
- Kentucky Spinal Cord Injury Research Center, University of Louisville School of Medicine, Louisville, Kentucky, USA
- Departments of Neurological Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Lukasz P Slomnicki
- Kentucky Spinal Cord Injury Research Center, University of Louisville School of Medicine, Louisville, Kentucky, USA
- Departments of Neurological Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Ewa Kilanczyk
- Kentucky Spinal Cord Injury Research Center, University of Louisville School of Medicine, Louisville, Kentucky, USA
- Departments of Neurological Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Michael D Forston
- Kentucky Spinal Cord Injury Research Center, University of Louisville School of Medicine, Louisville, Kentucky, USA
- Departments of Neurological Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Maciej Pietrzak
- Department of Biomedical Informatics, The Ohio State University, Columbus, Ohio, USA
| | - Eric C Rouchka
- Kentucky Biomedical Research Infrastructure Network Bioinformatics Core, University of Louisville, Louisville, Kentucky, USA
| | - Russell M Howard
- Kentucky Spinal Cord Injury Research Center, University of Louisville School of Medicine, Louisville, Kentucky, USA
- Departments of Neurological Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Scott R Whittemore
- Kentucky Spinal Cord Injury Research Center, University of Louisville School of Medicine, Louisville, Kentucky, USA
- Departments of Neurological Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
- Anatomical Sciences & Neurobiology, University of Louisville School of Medicine, Louisville, Kentucky, USA
- Pharmacology & Toxicology, University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Michal Hetman
- Kentucky Spinal Cord Injury Research Center, University of Louisville School of Medicine, Louisville, Kentucky, USA
- Departments of Neurological Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
- Anatomical Sciences & Neurobiology, University of Louisville School of Medicine, Louisville, Kentucky, USA
- Pharmacology & Toxicology, University of Louisville School of Medicine, Louisville, Kentucky, USA
- Biochemistry and Molecular Genetics, University of Louisville School of Medicine, Louisville, Kentucky, USA
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36
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Woo MS, Engler JB, Friese MA. The neuropathobiology of multiple sclerosis. Nat Rev Neurosci 2024; 25:493-513. [PMID: 38789516 DOI: 10.1038/s41583-024-00823-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/30/2024] [Indexed: 05/26/2024]
Abstract
Chronic low-grade inflammation and neuronal deregulation are two components of a smoldering disease activity that drives the progression of disability in people with multiple sclerosis (MS). Although several therapies exist to dampen the acute inflammation that drives MS relapses, therapeutic options to halt chronic disability progression are a major unmet clinical need. The development of such therapies is hindered by our limited understanding of the neuron-intrinsic determinants of resilience or vulnerability to inflammation. In this Review, we provide a neuron-centric overview of recent advances in deciphering neuronal response patterns that drive the pathology of MS. We describe the inflammatory CNS environment that initiates neurotoxicity by imposing ion imbalance, excitotoxicity and oxidative stress, and by direct neuro-immune interactions, which collectively lead to mitochondrial dysfunction and epigenetic dysregulation. The neuronal demise is further amplified by breakdown of neuronal transport, accumulation of cytosolic proteins and activation of cell death pathways. Continuous neuronal damage perpetuates CNS inflammation by activating surrounding glia cells and by directly exerting toxicity on neighbouring neurons. Further, we explore strategies to overcome neuronal deregulation in MS and compile a selection of neuronal actuators shown to impact neurodegeneration in preclinical studies. We conclude by discussing the therapeutic potential of targeting such neuronal actuators in MS, including some that have already been tested in interventional clinical trials.
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Affiliation(s)
- Marcel S Woo
- Institut für Neuroimmunologie und Multiple Sklerose, Zentrum für Molekulare Neurobiologie Hamburg, Universitätsklinikum Hamburg-Eppendorf, Hamburg, Germany
| | - Jan Broder Engler
- Institut für Neuroimmunologie und Multiple Sklerose, Zentrum für Molekulare Neurobiologie Hamburg, Universitätsklinikum Hamburg-Eppendorf, Hamburg, Germany
| | - Manuel A Friese
- Institut für Neuroimmunologie und Multiple Sklerose, Zentrum für Molekulare Neurobiologie Hamburg, Universitätsklinikum Hamburg-Eppendorf, Hamburg, Germany.
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37
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Parra Bravo C, Krukowski K, Barker S, Wang C, Li Y, Fan L, Vázquez-Rosa E, Shin MK, Wong MY, McCullough LD, Kitagawa RS, Choi HA, Cacace A, Sinha SC, Pieper AA, Rosi S, Chen X, Gan L. Anti-acetylated-tau immunotherapy is neuroprotective in tauopathy and brain injury. Mol Neurodegener 2024; 19:51. [PMID: 38915105 PMCID: PMC11197196 DOI: 10.1186/s13024-024-00733-9] [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: 02/23/2024] [Accepted: 05/15/2024] [Indexed: 06/26/2024] Open
Abstract
BACKGROUND Tau is aberrantly acetylated in various neurodegenerative conditions, including Alzheimer's disease, frontotemporal lobar degeneration (FTLD), and traumatic brain injury (TBI). Previously, we reported that reducing acetylated tau by pharmacologically inhibiting p300-mediated tau acetylation at lysine 174 reduces tau pathology and improves cognitive function in animal models. METHODS We investigated the therapeutic efficacy of two different antibodies that specifically target acetylated lysine 174 on tau (ac-tauK174). We treated PS19 mice, which harbor the P301S tauopathy mutation that causes FTLD, with anti-ac-tauK174 and measured effects on tau pathology, neurodegeneration, and neurobehavioral outcomes. Furthermore, PS19 mice received treatment post-TBI to evaluate the ability of the immunotherapy to prevent TBI-induced exacerbation of tauopathy phenotypes. Ac-tauK174 measurements in human plasma following TBI were also collected to establish a link between trauma and acetylated tau levels, and single nuclei RNA-sequencing of post-TBI brain tissues from treated mice provided insights into the molecular mechanisms underlying the observed treatment effects. RESULTS Anti-ac-tauK174 treatment mitigates neurobehavioral impairment and reduces tau pathology in PS19 mice. Ac-tauK174 increases significantly in human plasma 24 h after TBI, and anti-ac-tauK174 treatment of PS19 mice blocked TBI-induced neurodegeneration and preserved memory functions. Anti-ac-tauK174 treatment rescues alterations of microglial and oligodendrocyte transcriptomic states following TBI in PS19 mice. CONCLUSIONS The ability of anti-ac-tauK174 treatment to rescue neurobehavioral impairment, reduce tau pathology, and rescue glial responses demonstrates that targeting tau acetylation at K174 is a promising neuroprotective therapeutic approach to human tauopathies resulting from TBI or genetic disease.
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Affiliation(s)
- Celeste Parra Bravo
- Brain and Mind Research Institute, Helen and Appel Alzheimer Disease Research Institute, Weill Cornell Medicine, New York, NY, USA
- Weill Cornell Graduate School of Medical Sciences, Weill Cornell Medicine, New York, NY, USA
| | - Karen Krukowski
- Department of Physical Therapy & Rehabilitation Science, Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Sarah Barker
- Brain Health Medicines Center, Harrington Discovery Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
- Institute for Transformative Molecular Medicine, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
- Department of Psychiatry, Case Western Reserve University, Cleveland, OH, USA
- Geriatric Psychiatry, GRECC, Louis Stokes VA Medical Center, Cleveland, OH, USA
- Department of Pathology, Case Western Reserve University, Cleveland, OH, USA
| | - Chao Wang
- Gladstone Institute of Neurological Disease, San Francisco, CA, USA
| | - Yaqiao Li
- Gladstone Institute of Neurological Disease, San Francisco, CA, USA
| | - Li Fan
- Brain and Mind Research Institute, Helen and Appel Alzheimer Disease Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Edwin Vázquez-Rosa
- Brain Health Medicines Center, Harrington Discovery Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
- Institute for Transformative Molecular Medicine, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
- Department of Psychiatry, Case Western Reserve University, Cleveland, OH, USA
- Geriatric Psychiatry, GRECC, Louis Stokes VA Medical Center, Cleveland, OH, USA
| | - Min-Kyoo Shin
- Brain Health Medicines Center, Harrington Discovery Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
- Institute for Transformative Molecular Medicine, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
- Department of Psychiatry, Case Western Reserve University, Cleveland, OH, USA
- Geriatric Psychiatry, GRECC, Louis Stokes VA Medical Center, Cleveland, OH, USA
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul, Republic of Korea
| | - Man Ying Wong
- Brain and Mind Research Institute, Helen and Appel Alzheimer Disease Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Louise D McCullough
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Ryan S Kitagawa
- Department of Neurosurgery, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - H Alex Choi
- Department of Neurosurgery, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | | | - Subhash C Sinha
- Brain and Mind Research Institute, Helen and Appel Alzheimer Disease Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Andrew A Pieper
- Brain Health Medicines Center, Harrington Discovery Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
- Institute for Transformative Molecular Medicine, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
- Department of Psychiatry, Case Western Reserve University, Cleveland, OH, USA
- Geriatric Psychiatry, GRECC, Louis Stokes VA Medical Center, Cleveland, OH, USA
- Department of Pathology, Case Western Reserve University, Cleveland, OH, USA
- Department of Neurosciences, Case Western Reserve University, Cleveland, OH, USA
| | - Susanna Rosi
- Department of Physical Therapy & Rehabilitation Science, Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA.
- Weill Institute for Neuroscience, University of California San Francisco, San Francisco, CA, USA.
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA.
| | - Xu Chen
- Gladstone Institute of Neurological Disease, San Francisco, CA, USA.
- Department of Neurosciences, School of Medicine, University of California, San Diego, USA.
| | - Li Gan
- Brain and Mind Research Institute, Helen and Appel Alzheimer Disease Research Institute, Weill Cornell Medicine, New York, NY, USA.
- Weill Cornell Graduate School of Medical Sciences, Weill Cornell Medicine, New York, NY, USA.
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Roy ER, Li S, Saroukhani S, Wang Y, Cao W. Fate-mapping and functional dissection reveal perilous influence of type I interferon signaling in mouse brain aging. Mol Neurodegener 2024; 19:48. [PMID: 38886816 PMCID: PMC11184889 DOI: 10.1186/s13024-024-00736-6] [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: 10/18/2023] [Accepted: 05/31/2024] [Indexed: 06/20/2024] Open
Abstract
BACKGROUND Aging significantly elevates the risk of developing neurodegenerative diseases. Neuroinflammation is a universal hallmark of neurodegeneration as well as normal brain aging. Which branches of age-related neuroinflammation, and how they precondition the brain toward pathological progression, remain ill-understood. The presence of elevated type I interferon (IFN-I) has been documented in the aged brain, but its role in promoting degenerative processes, such as the loss of neurons in vulnerable regions, has not been studied in depth. METHODS To comprehend the scope of IFN-I activity in the aging brain, we surveyed IFN-I-responsive reporter mice at multiple ages. We also examined 5- and 24-month-old mice harboring selective ablation of Ifnar1 in microglia to observe the effects of manipulating this pathway during the aging process using bulk RNA sequencing and histological parameters. RESULTS We detected age-dependent IFN-I signal escalation in multiple brain cell types from various regions, especially in microglia. Selective ablation of Ifnar1 from microglia in aged mice significantly reduced overall brain IFN-I signature, dampened microglial reactivity, lessened neuronal loss, restored expression of key neuronal genes and pathways, and diminished the accumulation of lipofuscin, a core hallmark of cellular aging in the brain. CONCLUSIONS Overall, our study demonstrates pervasive IFN-I activity during normal mouse brain aging and reveals a pathogenic, pro-degenerative role played by microglial IFN-I signaling in perpetuating neuroinflammation, neuronal dysfunction, and molecular aggregation. These findings extend the understanding of a principal axis of age-related inflammation in the brain, one likely shared with multiple neurological disorders, and provide a rationale to modulate aberrant immune activation to mitigate neurodegenerative process at all stages.
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Affiliation(s)
- Ethan R Roy
- Department of Anesthesiology, Critical Care and Pain Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, 6431 Fannin St, Houston, TX, 77030, USA.
| | - Sanming Li
- Department of Anesthesiology, Critical Care and Pain Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, 6431 Fannin St, Houston, TX, 77030, USA
| | - Sepideh Saroukhani
- Division of Clinical and Translational Sciences, Department of Internal Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
- Biostatistics, Epidemiology and Research Design, Center for Clinical and Translational Sciences, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Yanyu Wang
- Department of Anesthesiology, Critical Care and Pain Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, 6431 Fannin St, Houston, TX, 77030, USA
| | - Wei Cao
- Department of Anesthesiology, Critical Care and Pain Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, 6431 Fannin St, Houston, TX, 77030, USA.
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Emery B, Wood TL. Regulators of Oligodendrocyte Differentiation. Cold Spring Harb Perspect Biol 2024; 16:a041358. [PMID: 38503504 PMCID: PMC11146316 DOI: 10.1101/cshperspect.a041358] [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] [Indexed: 03/21/2024]
Abstract
Myelination has evolved as a mechanism to ensure fast and efficient propagation of nerve impulses along axons. Within the central nervous system (CNS), myelination is carried out by highly specialized glial cells, oligodendrocytes. The formation of myelin is a prolonged aspect of CNS development that occurs well into adulthood in humans, continuing throughout life in response to injury or as a component of neuroplasticity. The timing of myelination is tightly tied to the generation of oligodendrocytes through the differentiation of their committed progenitors, oligodendrocyte precursor cells (OPCs), which reside throughout the developing and adult CNS. In this article, we summarize our current understanding of some of the signals and pathways that regulate the differentiation of OPCs, and thus the myelination of CNS axons.
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Affiliation(s)
- Ben Emery
- Jungers Center for Neurosciences Research, Department of Neurology, Oregon Health & Science University, Portland, Oregon 97239, USA
| | - Teresa L Wood
- Department of Pharmacology, Physiology and Neuroscience, New Jersey Medical School, Rutgers University, Newark, New Jersey 07103, USA
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40
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Raghav D, Shukla S, Jadiya P. Mitochondrial calcium signaling in non-neuronal cells: Implications for Alzheimer's disease pathogenesis. Biochim Biophys Acta Mol Basis Dis 2024; 1870:167169. [PMID: 38631408 PMCID: PMC11111334 DOI: 10.1016/j.bbadis.2024.167169] [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: 01/07/2024] [Revised: 03/22/2024] [Accepted: 04/08/2024] [Indexed: 04/19/2024]
Abstract
Mitochondrial dysregulation is pivotal in Alzheimer's disease (AD) pathogenesis. Calcium governs vital mitochondrial processes impacting energy conversion, oxidative stress, and cell death signaling. Disruptions in mitochondrial calcium (mCa2+) handling induce calcium overload and trigger the opening of mitochondrial permeability transition pore, ensuing energy deprivation and resulting in AD-related neuronal cell death. However, the role of mCa2+ in non-neuronal cells (microglia, astrocytes, oligodendrocytes, endothelial cells, and pericytes) remains elusive. This review provides a comprehensive exploration of mitochondrial heterogeneity and calcium signaling, offering insights into specific differences among various brain cell types in AD.
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Affiliation(s)
- Darpan Raghav
- Department of Internal Medicine, Section of Gerontology and Geriatric Medicine, Section of Molecular Medicine, Wake Forest University School of Medicine, Winston-Salem, NC 27157, USA
| | - Shatakshi Shukla
- Department of Internal Medicine, Section of Gerontology and Geriatric Medicine, Section of Molecular Medicine, Wake Forest University School of Medicine, Winston-Salem, NC 27157, USA
| | - Pooja Jadiya
- Department of Internal Medicine, Section of Gerontology and Geriatric Medicine, Section of Molecular Medicine, Wake Forest University School of Medicine, Winston-Salem, NC 27157, USA.
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Roy ER, Li S, Wang Y, Cao W. Fate-mapping and functional dissection reveal perilous influence of type I interferon signaling in mouse brain aging. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.20.595027. [PMID: 38826478 PMCID: PMC11142053 DOI: 10.1101/2024.05.20.595027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2024]
Abstract
Although aging significantly elevates the risk of developing neurodegenerative diseases, how age-related neuroinflammation preconditions the brain toward pathological progression is ill-understood. To comprehend the scope of type I interferon (IFN-I) activity in the aging brain, we surveyed IFN-I-responsive reporter mice and detected age-dependent signal escalation in multiple brain cell types from various regions. Selective ablation of Ifnar1 from microglia in aged mice significantly reduced overall brain IFN-I signature, dampened microglial reactivity, lessened neuronal loss, and diminished the accumulation of lipofuscin, a core hallmark of cellular aging in the brain. Overall, our study demonstrates pervasive IFN-I activity during normal mouse brain aging and reveals a pathogenic role played by microglial IFN-I signaling in perpetuating neuroinflammation, neuronal dysfunction, and molecular aggregation. These findings extend the understanding of a principal axis of age-related inflammation in the brain, and provide a rationale to modulate aberrant immune activation to mitigate neurodegenerative process at all stages.
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Yan H, Lu C, Lan C, Wang S, Zhang W, He Z, Hu J, Ai J, Liu GH, Ma S, Zhou Y, Qu J. Degeneration Directory: a multi-omics web resource for degenerative diseases. Protein Cell 2024; 15:385-392. [PMID: 38153694 PMCID: PMC11074994 DOI: 10.1093/procel/pwad066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2023] [Accepted: 12/07/2023] [Indexed: 12/29/2023] Open
Affiliation(s)
- Haoteng Yan
- State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
- State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
- Key Laboratory of Organ Regeneration and Reconstruction, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
- Advanced Innovation Center for Human Brain Protection, and National Clinical Research Center for Geriatric Disorders, Xuanwu HospitalCapital Medical University, Beijing 100053, China
- Aging Translational Medicine Center, International Center for Aging and Cancer, Beijing Municipal Geriatric Medical Research Center, XuanwuHospital, Capital Medical University, Beijing 100053, China
| | - Changfa Lu
- Computer Network Information Center, Chinese Academy of Sciences, Beijing 100190, China
| | - Chenyang Lan
- Computer Network Information Center, Chinese Academy of Sciences, Beijing 100190, China
| | - Si Wang
- Advanced Innovation Center for Human Brain Protection, and National Clinical Research Center for Geriatric Disorders, Xuanwu HospitalCapital Medical University, Beijing 100053, China
- Aging Translational Medicine Center, International Center for Aging and Cancer, Beijing Municipal Geriatric Medical Research Center, XuanwuHospital, Capital Medical University, Beijing 100053, China
- The Fifth People’s Hospital of Chongqing, Chongqing 400062, China
- Aging Biomarker Consortium, Beijing 100101, China
| | - Weiqi Zhang
- Aging Biomarker Consortium, Beijing 100101, China
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences and China NationalCenter for Bioinformation, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
- Sino-Danish College, University of Chinese Academy of Sciences, Beijing 101408, China
| | - Zan He
- Advanced Innovation Center for Human Brain Protection, and National Clinical Research Center for Geriatric Disorders, Xuanwu HospitalCapital Medical University, Beijing 100053, China
- Aging Translational Medicine Center, International Center for Aging and Cancer, Beijing Municipal Geriatric Medical Research Center, XuanwuHospital, Capital Medical University, Beijing 100053, China
| | - Jinghao Hu
- Advanced Innovation Center for Human Brain Protection, and National Clinical Research Center for Geriatric Disorders, Xuanwu HospitalCapital Medical University, Beijing 100053, China
- Aging Translational Medicine Center, International Center for Aging and Cancer, Beijing Municipal Geriatric Medical Research Center, XuanwuHospital, Capital Medical University, Beijing 100053, China
| | - Jiaqi Ai
- Advanced Innovation Center for Human Brain Protection, and National Clinical Research Center for Geriatric Disorders, Xuanwu HospitalCapital Medical University, Beijing 100053, China
- Aging Translational Medicine Center, International Center for Aging and Cancer, Beijing Municipal Geriatric Medical Research Center, XuanwuHospital, Capital Medical University, Beijing 100053, China
| | - Guang-Hui Liu
- State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
- Key Laboratory of Organ Regeneration and Reconstruction, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
- Advanced Innovation Center for Human Brain Protection, and National Clinical Research Center for Geriatric Disorders, Xuanwu HospitalCapital Medical University, Beijing 100053, China
- Aging Translational Medicine Center, International Center for Aging and Cancer, Beijing Municipal Geriatric Medical Research Center, XuanwuHospital, Capital Medical University, Beijing 100053, China
- Aging Biomarker Consortium, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
- Beijing Institute for Stem Cell and Regenerative Medicine, Beijing 100101, China
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing 100101, China
| | - Shuai Ma
- State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
- Key Laboratory of Organ Regeneration and Reconstruction, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
- Aging Biomarker Consortium, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
- Beijing Institute for Stem Cell and Regenerative Medicine, Beijing 100101, China
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing 100101, China
| | - Yuanchun Zhou
- Computer Network Information Center, Chinese Academy of Sciences, Beijing 100190, China
| | - Jing Qu
- State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
- Key Laboratory of Organ Regeneration and Reconstruction, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
- Aging Biomarker Consortium, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
- Beijing Institute for Stem Cell and Regenerative Medicine, Beijing 100101, China
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing 100101, China
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Thornton MA, Futia GL, Stockton ME, Budoff SA, Ramirez AN, Ozbay B, Tzang O, Kilborn K, Poleg-Polsky A, Restrepo D, Gibson EA, Hughes EG. Long-term in vivo three-photon imaging reveals region-specific differences in healthy and regenerative oligodendrogenesis. Nat Neurosci 2024; 27:846-861. [PMID: 38539013 PMCID: PMC11104262 DOI: 10.1038/s41593-024-01613-7] [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: 01/04/2023] [Accepted: 02/26/2024] [Indexed: 04/09/2024]
Abstract
The generation of new myelin-forming oligodendrocytes in the adult central nervous system is critical for cognitive function and regeneration following injury. Oligodendrogenesis varies between gray and white matter regions, suggesting that local cues drive regional differences in myelination and the capacity for regeneration. However, the layer- and region-specific regulation of oligodendrocyte populations is unclear due to the inability to monitor deep brain structures in vivo. Here we harnessed the superior imaging depth of three-photon microscopy to permit long-term, longitudinal in vivo three-photon imaging of the entire cortical column and subcortical white matter in adult mice. We find that cortical oligodendrocyte populations expand at a higher rate in the adult brain than those of the white matter. Following demyelination, oligodendrocyte replacement is enhanced in the white matter, while the deep cortical layers show deficits in regenerative oligodendrogenesis and the restoration of transcriptional heterogeneity. Together, our findings demonstrate that regional microenvironments regulate oligodendrocyte population dynamics and heterogeneity in the healthy and diseased brain.
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Affiliation(s)
- Michael A Thornton
- Department of Cell and Developmental Biology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Gregory L Futia
- Bioengineering, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Michael E Stockton
- Department of Cell and Developmental Biology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Samuel A Budoff
- Physiology and Biophysics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Alexandra N Ramirez
- Department of Cell and Developmental Biology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Baris Ozbay
- Intelligent Imaging Innovations, Denver, CO, USA
| | - Omer Tzang
- Intelligent Imaging Innovations, Denver, CO, USA
| | - Karl Kilborn
- Intelligent Imaging Innovations, Denver, CO, USA
| | - Alon Poleg-Polsky
- Physiology and Biophysics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Diego Restrepo
- Department of Cell and Developmental Biology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Emily A Gibson
- Bioengineering, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Ethan G Hughes
- Department of Cell and Developmental Biology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
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44
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Henry RJ, Barrett JP, Vaida M, Khan NZ, Makarevich O, Ritzel RM, Faden AI, Stoica BA. Interaction of high-fat diet and brain trauma alters adipose tissue macrophages and brain microglia associated with exacerbated cognitive dysfunction. J Neuroinflammation 2024; 21:113. [PMID: 38685031 PMCID: PMC11058055 DOI: 10.1186/s12974-024-03107-6] [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: 09/24/2023] [Accepted: 04/22/2024] [Indexed: 05/02/2024] Open
Abstract
Obesity increases the morbidity and mortality of traumatic brain injury (TBI). Detailed analyses of transcriptomic changes in the brain and adipose tissue were performed to elucidate the interactive effects between high-fat diet-induced obesity (DIO) and TBI. Adult male mice were fed a high-fat diet (HFD) for 12 weeks prior to experimental TBI and continuing after injury. High-throughput transcriptomic analysis using Nanostring panels of the total visceral adipose tissue (VAT) and cellular components in the brain, followed by unsupervised clustering, principal component analysis, and IPA pathway analysis were used to determine shifts in gene expression patterns and molecular pathway activity. Cellular populations in the cortex and hippocampus, as well as in VAT, during the chronic phase after combined TBI-HFD showed amplification of central and peripheral microglia/macrophage responses, including superadditive changes in selected gene expression signatures and pathways. Furthermore, combined TBI and HFD caused additive dysfunction in Y-Maze, Novel Object Recognition (NOR), and Morris water maze (MWM) cognitive function tests. These novel data suggest that HFD-induced obesity and TBI can independently prime and support the development of altered states in brain microglia and VAT, including the disease-associated microglia/macrophage (DAM) phenotype observed in neurodegenerative disorders. The interaction between HFD and TBI promotes a shift toward chronic reactive microglia/macrophage transcriptomic signatures and associated pro-inflammatory disease-altered states that may, in part, underlie the exacerbation of cognitive deficits. Thus, targeting of HFD-induced reactive cellular phenotypes, including in peripheral adipose tissue immune cell populations, may serve to reduce microglial maladaptive states after TBI, attenuating post-traumatic neurodegeneration and neurological dysfunction.
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Affiliation(s)
- Rebecca J Henry
- Department of Anesthesiology and Shock, Trauma and Anesthesiology Research (STAR) Center, University of Maryland School of Medicine, Baltimore, MD, USA.
- Department of Anatomy and Neuroscience, School of Medicine, University College Cork, Cork, Ireland.
| | - James P Barrett
- Department of Anesthesiology and Shock, Trauma and Anesthesiology Research (STAR) Center, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Maria Vaida
- Harrisburg University of Science and Technology, 326 Market St, Harrisburg, PA, USA
| | - Niaz Z Khan
- Department of Anesthesiology and Shock, Trauma and Anesthesiology Research (STAR) Center, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Oleg Makarevich
- Department of Anesthesiology and Shock, Trauma and Anesthesiology Research (STAR) Center, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Rodney M Ritzel
- Department of Anesthesiology and Shock, Trauma and Anesthesiology Research (STAR) Center, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Alan I Faden
- Department of Anesthesiology and Shock, Trauma and Anesthesiology Research (STAR) Center, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Bogdan A Stoica
- Department of Anesthesiology and Shock, Trauma and Anesthesiology Research (STAR) Center, University of Maryland School of Medicine, Baltimore, MD, USA
- VA Maryland Health Care System, Baltimore VA Medical Center, Baltimore, MD, 21201, USA
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45
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Kukanja P, Langseth CM, Rubio Rodríguez-Kirby LA, Agirre E, Zheng C, Raman A, Yokota C, Avenel C, Tiklová K, Guerreiro-Cacais AO, Olsson T, Hilscher MM, Nilsson M, Castelo-Branco G. Cellular architecture of evolving neuroinflammatory lesions and multiple sclerosis pathology. Cell 2024; 187:1990-2009.e19. [PMID: 38513664 DOI: 10.1016/j.cell.2024.02.030] [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: 06/18/2023] [Revised: 12/13/2023] [Accepted: 02/23/2024] [Indexed: 03/23/2024]
Abstract
Multiple sclerosis (MS) is a neurological disease characterized by multifocal lesions and smoldering pathology. Although single-cell analyses provided insights into cytopathology, evolving cellular processes underlying MS remain poorly understood. We investigated the cellular dynamics of MS by modeling temporal and regional rates of disease progression in mouse experimental autoimmune encephalomyelitis (EAE). By performing single-cell spatial expression profiling using in situ sequencing (ISS), we annotated disease neighborhoods and found centrifugal evolution of active lesions. We demonstrated that disease-associated (DA)-glia arise independently of lesions and are dynamically induced and resolved over the disease course. Single-cell spatial mapping of human archival MS spinal cords confirmed the differential distribution of homeostatic and DA-glia, enabled deconvolution of active and inactive lesions into sub-compartments, and identified new lesion areas. By establishing a spatial resource of mouse and human MS neuropathology at a single-cell resolution, our study unveils the intricate cellular dynamics underlying MS.
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Affiliation(s)
- Petra Kukanja
- Laboratory of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Biomedicum, Karolinska Institutet, 17177 Stockholm, Sweden.
| | - Christoffer M Langseth
- Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Solna, 17154 Stockholm, Sweden.
| | - Leslie A Rubio Rodríguez-Kirby
- Laboratory of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Biomedicum, Karolinska Institutet, 17177 Stockholm, Sweden
| | - Eneritz Agirre
- Laboratory of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Biomedicum, Karolinska Institutet, 17177 Stockholm, Sweden
| | - Chao Zheng
- Laboratory of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Biomedicum, Karolinska Institutet, 17177 Stockholm, Sweden
| | - Amitha Raman
- Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Solna, 17154 Stockholm, Sweden
| | - Chika Yokota
- Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Solna, 17154 Stockholm, Sweden
| | - Christophe Avenel
- Department of Information Technology, Uppsala University, 752 37 Uppsala, Sweden; BioImage Informatics Facility, Science for Life Laboratory, SciLifeLab, 751 05 Uppsala, Sweden
| | - Katarina Tiklová
- Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Solna, 17154 Stockholm, Sweden
| | - André O Guerreiro-Cacais
- Center for Molecular Medicine, Department of Clinical Neuroscience, Karolinska Institutet, Karolinska University Hospital, 171 76 Solna, Sweden
| | - Tomas Olsson
- Center for Molecular Medicine, Department of Clinical Neuroscience, Karolinska Institutet, Karolinska University Hospital, 171 76 Solna, Sweden
| | - Markus M Hilscher
- Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Solna, 17154 Stockholm, Sweden
| | - Mats Nilsson
- Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Solna, 17154 Stockholm, Sweden.
| | - Gonçalo Castelo-Branco
- Laboratory of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Biomedicum, Karolinska Institutet, 17177 Stockholm, Sweden.
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46
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Niso-Santano M, Fuentes JM, Galluzzi L. Immunological aspects of central neurodegeneration. Cell Discov 2024; 10:41. [PMID: 38594240 PMCID: PMC11004155 DOI: 10.1038/s41421-024-00666-z] [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: 12/05/2023] [Accepted: 03/02/2024] [Indexed: 04/11/2024] Open
Abstract
The etiology of various neurodegenerative disorders that mainly affect the central nervous system including (but not limited to) Alzheimer's disease, Parkinson's disease and Huntington's disease has classically been attributed to neuronal defects that culminate with the loss of specific neuronal populations. However, accumulating evidence suggests that numerous immune effector cells and the products thereof (including cytokines and other soluble mediators) have a major impact on the pathogenesis and/or severity of these and other neurodegenerative syndromes. These observations not only add to our understanding of neurodegenerative conditions but also imply that (at least in some cases) therapeutic strategies targeting immune cells or their products may mediate clinically relevant neuroprotective effects. Here, we critically discuss immunological mechanisms of central neurodegeneration and propose potential strategies to correct neurodegeneration-associated immunological dysfunction with therapeutic purposes.
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Affiliation(s)
- Mireia Niso-Santano
- Departamento de Bioquímica y Biología Molecular y Genética, Facultad de Enfermería y Terapia Ocupacional, Universidad de Extremadura, Cáceres, Spain.
- Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas-Instituto de Salud Carlos III (CIBER-CIBERNED-ISCIII), Madrid, Spain.
- Instituto Universitario de Investigación Biosanitaria de Extremadura (INUBE), Cáceres, Spain.
| | - José M Fuentes
- Departamento de Bioquímica y Biología Molecular y Genética, Facultad de Enfermería y Terapia Ocupacional, Universidad de Extremadura, Cáceres, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas-Instituto de Salud Carlos III (CIBER-CIBERNED-ISCIII), Madrid, Spain
- Instituto Universitario de Investigación Biosanitaria de Extremadura (INUBE), Cáceres, Spain
| | - Lorenzo Galluzzi
- Department of Radiation Oncology, Weill Cornell Medical College, New York, NY, USA.
- Sandra and Edward Meyer Cancer Center, New York, NY, USA.
- Caryl and Israel Englander Institute for Precision Medicine, New York, NY, USA.
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47
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Andersson D, Kebede FT, Escobar M, Österlund T, Ståhlberg A. Principles of digital sequencing using unique molecular identifiers. Mol Aspects Med 2024; 96:101253. [PMID: 38367531 DOI: 10.1016/j.mam.2024.101253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 01/26/2024] [Accepted: 02/03/2024] [Indexed: 02/19/2024]
Abstract
Massively parallel sequencing technologies have long been used in both basic research and clinical routine. The recent introduction of digital sequencing has made previously challenging applications possible by significantly improving sensitivity and specificity to now allow detection of rare sequence variants, even at single molecule level. Digital sequencing utilizes unique molecular identifiers (UMIs) to minimize sequencing-induced errors and quantification biases. Here, we discuss the principles of UMIs and how they are used in digital sequencing. We outline the properties of different UMI types and the consequences of various UMI approaches in relation to experimental protocols and bioinformatics. Finally, we describe how digital sequencing can be applied in specific research fields, focusing on cancer management where it can be used in screening of asymptomatic individuals, diagnosis, treatment prediction, prognostication, monitoring treatment efficacy and early detection of treatment resistance as well as relapse.
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Affiliation(s)
- Daniel Andersson
- Sahlgrenska Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, 413 90, Gothenburg, Sweden
| | - Firaol Tamiru Kebede
- Sahlgrenska Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, 413 90, Gothenburg, Sweden
| | - Mandy Escobar
- Sahlgrenska Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, 413 90, Gothenburg, Sweden
| | - Tobias Österlund
- Sahlgrenska Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, 413 90, Gothenburg, Sweden; Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, 413 90, Gothenburg, Sweden; Department of Clinical Genetics and Genomics, Sahlgrenska University Hospital, 413 45, Gothenburg, Sweden
| | - Anders Ståhlberg
- Sahlgrenska Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, 413 90, Gothenburg, Sweden; Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, 413 90, Gothenburg, Sweden; Department of Clinical Genetics and Genomics, Sahlgrenska University Hospital, 413 45, Gothenburg, Sweden.
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48
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Song S, Oft H, Metwally S, Paruchuri S, Bielanin J, Fiesler V, Sneiderman C, Kohanbash G, Sun D. Deletion of Slc9a1 in Cx3cr1 + cells stimulated microglial subcluster CREB1 signaling and microglia-oligodendrocyte crosstalk. J Neuroinflammation 2024; 21:69. [PMID: 38509618 PMCID: PMC10953158 DOI: 10.1186/s12974-024-03065-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: 12/05/2023] [Accepted: 03/15/2024] [Indexed: 03/22/2024] Open
Abstract
Microglial Na/H exchanger-1 (NHE1) protein, encoded by Slc9a1, plays a role in white matter demyelination of ischemic stroke brains. To explore underlying mechanisms, we conducted single cell RNA-seq transcriptome analysis in conditional Slc9a1 knockout (cKO) and wild-type (WT) mouse white matter tissues at 3 days post-stroke. Compared to WT, Nhe1 cKO brains expanded a microglial subgroup with elevated transcription of white matter myelination genes including Spp1, Lgals3, Gpnmb, and Fabp5. This subgroup also exhibited more acidic pHi and significantly upregulated CREB signaling detected by ingenuity pathway analysis and flow cytometry. Moreover, the Nhe1 cKO white matter tissues showed enrichment of a corresponding oligodendrocyte subgroup, with pro-phagocytosis and lactate shuffling gene expression, where activated CREB signaling is a likely upstream regulator. These findings demonstrate that attenuation of NHE1-mediated H+ extrusion acidifies microglia/macrophage and may underlie the stimulation of CREB1 signaling, giving rise to restorative microglia-oligodendrocyte interactions for remyelination.
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Affiliation(s)
- Shanshan Song
- Department of Neurology, University of Pittsburgh, 3501 Fifth Avenue, Pittsburgh, PA, 15213, USA.
- Pittsburgh Institute for Neurodegenerative Disorders, University of Pittsburgh, Pittsburgh, PA, USA.
- Veterans Affairs Pittsburgh Health Care System, Pittsburgh, PA, 15213, USA.
| | - Helena Oft
- Department of Neurology, University of Pittsburgh, 3501 Fifth Avenue, Pittsburgh, PA, 15213, USA
- Pittsburgh Institute for Neurodegenerative Disorders, University of Pittsburgh, Pittsburgh, PA, USA
| | - Shamseldin Metwally
- Department of Neurology, University of Pittsburgh, 3501 Fifth Avenue, Pittsburgh, PA, 15213, USA
- Pittsburgh Institute for Neurodegenerative Disorders, University of Pittsburgh, Pittsburgh, PA, USA
| | - Satya Paruchuri
- Department of Neurology, University of Pittsburgh, 3501 Fifth Avenue, Pittsburgh, PA, 15213, USA
- Pittsburgh Institute for Neurodegenerative Disorders, University of Pittsburgh, Pittsburgh, PA, USA
| | - John Bielanin
- Department of Neurology, University of Pittsburgh, 3501 Fifth Avenue, Pittsburgh, PA, 15213, USA
- Pittsburgh Institute for Neurodegenerative Disorders, University of Pittsburgh, Pittsburgh, PA, USA
| | - Victoria Fiesler
- Department of Neurology, University of Pittsburgh, 3501 Fifth Avenue, Pittsburgh, PA, 15213, USA
- Pittsburgh Institute for Neurodegenerative Disorders, University of Pittsburgh, Pittsburgh, PA, USA
| | - Chaim Sneiderman
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Gary Kohanbash
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Dandan Sun
- Department of Neurology, University of Pittsburgh, 3501 Fifth Avenue, Pittsburgh, PA, 15213, USA.
- Pittsburgh Institute for Neurodegenerative Disorders, University of Pittsburgh, Pittsburgh, PA, USA.
- Veterans Affairs Pittsburgh Health Care System, Pittsburgh, PA, 15213, USA.
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49
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Iram T, Garcia MA, Amand J, Kaur A, Atkins M, Iyer M, Lam M, Ambiel N, Jorgens DM, Keller A, Wyss-Coray T, Kern F, Zuchero JB. SRF transcriptionally regulates the oligodendrocyte cytoskeleton during CNS myelination. Proc Natl Acad Sci U S A 2024; 121:e2307250121. [PMID: 38483990 PMCID: PMC10962977 DOI: 10.1073/pnas.2307250121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Accepted: 02/10/2024] [Indexed: 03/19/2024] Open
Abstract
Myelination of neuronal axons is essential for nervous system development. Myelination requires dramatic cytoskeletal dynamics in oligodendrocytes, but how actin is regulated during myelination is poorly understood. We recently identified serum response factor (SRF)-a transcription factor known to regulate expression of actin and actin regulators in other cell types-as a critical driver of myelination in the aged brain. Yet, a major gap remains in understanding the mechanistic role of SRF in oligodendrocyte lineage cells. Here, we show that SRF is required cell autonomously in oligodendrocytes for myelination during development. Combining ChIP-seq with RNA-seq identifies SRF-target genes in oligodendrocyte precursor cells and oligodendrocytes that include actin and other key cytoskeletal genes. Accordingly, SRF knockout oligodendrocytes exhibit dramatically reduced actin filament levels early in differentiation, consistent with its role in actin-dependent myelin sheath initiation. Surprisingly, oligodendrocyte-restricted loss of SRF results in upregulation of gene signatures associated with aging and neurodegenerative diseases. Together, our findings identify SRF as a transcriptional regulator that controls the expression of cytoskeletal genes required in oligodendrocytes for myelination. This study identifies an essential pathway regulating oligodendrocyte biology with high relevance to brain development, aging, and disease.
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Affiliation(s)
- Tal Iram
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA94305
- Wu Tsai Neurosciences Institute, Stanford University School of Medicine, Stanford, CA94305
| | - Miguel A. Garcia
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA94305
| | - Jérémy Amand
- Department of Clinical Bioinformatics, Helmholtz Institute for Pharmaceutical Research Saarland–Helmholtz Centre for Infection Research, Saarland University Campus, Saarbrücken66123, Germany
- Clinical Bioinformatics, Saarland University, Saarbrücken66123, Germany
| | - Achint Kaur
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA94305
- Wu Tsai Neurosciences Institute, Stanford University School of Medicine, Stanford, CA94305
| | - Micaiah Atkins
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA94305
- Wu Tsai Neurosciences Institute, Stanford University School of Medicine, Stanford, CA94305
| | - Manasi Iyer
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA94305
| | - Mable Lam
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA94305
| | - Nicholas Ambiel
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA94305
| | | | - Andreas Keller
- Department of Clinical Bioinformatics, Helmholtz Institute for Pharmaceutical Research Saarland–Helmholtz Centre for Infection Research, Saarland University Campus, Saarbrücken66123, Germany
- Clinical Bioinformatics, Saarland University, Saarbrücken66123, Germany
| | - Tony Wyss-Coray
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA94305
- Wu Tsai Neurosciences Institute, Stanford University School of Medicine, Stanford, CA94305
| | - Fabian Kern
- Department of Clinical Bioinformatics, Helmholtz Institute for Pharmaceutical Research Saarland–Helmholtz Centre for Infection Research, Saarland University Campus, Saarbrücken66123, Germany
- Clinical Bioinformatics, Saarland University, Saarbrücken66123, Germany
| | - J. Bradley Zuchero
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA94305
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Wang J, Zhen Y, Yang J, Yang S, Zhu G. Recognizing Alzheimer's disease from perspective of oligodendrocytes: Phenomena or pathogenesis? CNS Neurosci Ther 2024; 30:e14688. [PMID: 38516808 PMCID: PMC10958408 DOI: 10.1111/cns.14688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Accepted: 03/11/2024] [Indexed: 03/23/2024] Open
Abstract
BACKGROUND Accumulation of amyloid beta, tau hyperphosphorylation, and microglia activation are the three highly acknowledged pathological factors of Alzheimer's disease (AD). However, oligodendrocytes (OLs) were also widely investigated in the pathogenesis and treatment for AD. AIMS We aimed to update the regulatory targets of the differentiation and maturation of OLs, and emphasized the key role of OLs in the occurrence and treatment of AD. METHODS This review first concluded the targets of OL differentiation and maturation with AD pathogenesis, and then advanced the key role of OLs in the pathogenesis of AD based on both clinic and basic experiments. Later, we extensively discussed the possible application of the current progress in the diagnosis and treatment of this complex disease. RESULTS Molecules involving in OLs' differentiation or maturation, including various transcriptional factors, cholesterol homeostasis regulators, and microRNAs could also participate in the pathogenesis of AD. Clinical data point towards the impairment of OLs in AD patients. Basic research further supports the central role of OLs in the regulation of AD pathologies. Additionally, classic drugs, including donepezil, edaravone, fluoxetine, and clemastine demonstrate their potential in remedying OL impairment in AD models, and new therapeutics from the perspective of OLs is constantly being developed. CONCLUSIONS We believe that OL dysfunction is one important pathogenesis of AD. Factors regulating OLs might be biomarkers for early diagnosis and agents stimulating OLs warrant the development of anti-AD drugs.
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Affiliation(s)
- Jingji Wang
- Center for Xin'an Medicine and Modernization of Traditional Chinese Medicine of IHM, and Key Laboratory of Molecular Biology (Brain Diseases)Anhui University of Chinese MedicineHefeiChina
- Acupuncture and Moxibustion Clinical Medical Research Center of Anhui ProvinceThe Second Affiliation Hospital of Anhui University of Chinese MedicineHefeiChina
| | - Yilan Zhen
- Center for Xin'an Medicine and Modernization of Traditional Chinese Medicine of IHM, and Key Laboratory of Molecular Biology (Brain Diseases)Anhui University of Chinese MedicineHefeiChina
| | - Jun Yang
- Center for Xin'an Medicine and Modernization of Traditional Chinese Medicine of IHM, and Key Laboratory of Molecular Biology (Brain Diseases)Anhui University of Chinese MedicineHefeiChina
- The First Affiliation Hospital of Anhui University of Chinese MedicineHefeiChina
| | - Shaojie Yang
- Center for Xin'an Medicine and Modernization of Traditional Chinese Medicine of IHM, and Key Laboratory of Molecular Biology (Brain Diseases)Anhui University of Chinese MedicineHefeiChina
| | - Guoqi Zhu
- Center for Xin'an Medicine and Modernization of Traditional Chinese Medicine of IHM, and Key Laboratory of Molecular Biology (Brain Diseases)Anhui University of Chinese MedicineHefeiChina
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