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van Weperen VYH, Littman RJ, Arneson DV, Contreras J, Yang X, Ajijola OA. Single-cell transcriptomic profiling of satellite glial cells in stellate ganglia reveals developmental and functional axial dynamics. Glia 2021; 69:1281-1291. [PMID: 33432730 DOI: 10.1002/glia.23965] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Revised: 12/30/2020] [Accepted: 12/31/2020] [Indexed: 12/31/2022]
Abstract
Stellate ganglion neurons, important mediators of cardiopulmonary neurotransmission, are surrounded by satellite glial cells (SGCs), which are essential for the function, maintenance, and development of neurons. However, it remains unknown whether SGCs in adult sympathetic ganglia exhibit any functional diversity, and what role this plays in modulating neurotransmission. We performed single-cell RNA sequencing of mouse stellate ganglia (n = 8 animals), focusing on SGCs (n = 11,595 cells). SGCs were identified by high expression of glial-specific transcripts, S100b and Fabp7. Microglia and Schwann cells were identified by expression of C1qa/C1qb/C1qc and Ncmap/Drp2, respectively, and excluded from further analysis. Dimensionality reduction and clustering of SGCs revealed six distinct transcriptomic subtypes, one of which was characterized the expression of pro-inflammatory markers and excluded from further analyses. The transcriptomic profiles and corresponding biochemical pathways of the remaining subtypes were analyzed and compared with published astrocytic transcriptomes. This revealed gradual shifts of developmental and functional pathways across the subtypes, originating from an immature and pluripotent subpopulation into two mature populations of SGCs, characterized by upregulated functional pathways such as cholesterol metabolism. As SGCs aged, these functional pathways were downregulated while genes and pathways associated with cellular stress responses were upregulated. These findings were confirmed and furthered by an unbiased pseudo-time analysis, which revealed two distinct trajectories involving the five subtypes that were studied. These findings demonstrate that SGCs in mouse stellate ganglia exhibit transcriptomic heterogeneity along maturation or differentiation axes. These subpopulations and their unique biochemical properties suggest dynamic physiological adaptations that modulate neuronal function.
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Affiliation(s)
- Valerie Y H van Weperen
- UCLA Neurocardiology Research Center of Excellence, Los Angeles, California, USA.,UCLA Cardiac Arrhythmia Center, Los Angeles, California, USA
| | - Russell J Littman
- UCLA Bioinformatics Interdepartmental Program, Los Angeles, California, USA.,UCLA Integrative Biology and Physiology, Los Angeles, California, USA
| | - Douglas V Arneson
- UCLA Bioinformatics Interdepartmental Program, Los Angeles, California, USA.,UCLA Integrative Biology and Physiology, Los Angeles, California, USA.,UCSF Bakar Computational Health Sciences Institute, San Francisco, California, USA
| | - Jaime Contreras
- UCLA Neurocardiology Research Center of Excellence, Los Angeles, California, USA.,UCLA Cardiac Arrhythmia Center, Los Angeles, California, USA
| | - Xia Yang
- UCLA Bioinformatics Interdepartmental Program, Los Angeles, California, USA.,UCLA Integrative Biology and Physiology, Los Angeles, California, USA
| | - Olujimi A Ajijola
- UCLA Neurocardiology Research Center of Excellence, Los Angeles, California, USA.,UCLA Cardiac Arrhythmia Center, Los Angeles, California, USA
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5
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Sargento-Freitas J, Aday S, Nunes C, Cordeiro M, Gouveia A, Silva F, Machado C, Rodrigues B, Santo GC, Ferreira C, Amorim A, Sousa S, Gomes AC, Castelo-Branco M, Ferreira L, Cunha L. Endothelial progenitor cells enhance blood-brain barrier permeability in subacute stroke. Neurology 2017; 90:e127-e134. [PMID: 29237797 DOI: 10.1212/wnl.0000000000004801] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2017] [Accepted: 09/29/2017] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To study the association among endothelial progenitor cells (EPCs), subacute blood-brain barrier (BBB) permeability, and clinical outcome after ischemic stroke, determining the micro RNAs of EPCs responsible for good clinical outcome. METHODS We included consecutive patients with nonlacunar acute ischemic strokes in the territory of a middle cerebral artery and ages between 18 and 80 years. Clinical outcome was defined as modified Rankin Scale score at 3 months. Neuroimaging was performed at day 0 and 7 by MRI, including assessment of BBB permeability by dynamic contrast enhancement. EPCs were isolated from peripheral venous blood, quantified, and submitted to in vitro functional tests, including migratory and angiogenic assays. Stroke hemodynamics were evaluated serially by ultrasound. Statistical significance was set at p < 0.05. RESULTS We included 45 patients; mean age was 70.0 ± 10.0 years. The in vitro functional properties of EPCs were associated with BBB permeability, particularly at day 7. The number of each EPC subset at both timepoints was not associated with BBB permeability. Permeability of BBB at day 7 was independently associated with improved clinical outcome (odds ratio 0.897; 95% confidence interval 0.816-0.986; p = 0.025). The EPCs (CD34+ cell subset) of patients with good clinical outcome showed 24 differentially expressed miRNAs, with a common effect on adherens junction pathway. CONCLUSIONS The functional properties of EPCs are associated with enhanced subacute permeability of BBB and improved clinical outcome after acute ischemic stroke.
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Affiliation(s)
- João Sargento-Freitas
- From the Stroke Unit (J.S.-F., A.G., F.S., C.M., B.R., G.C., L.C.), Centro Hospitalar e Universitário de Coimbra; Faculdade de Medicina da Universidade de Coimbra (J.S.-F., M.C.-B., L.F., L.C.); Centro de Neurociências e Biologia Celular (J.S.-F., S.A., A.C.G., L.F.); Instituto de Ciências Nucleares Aplicadas à Saúde (C.N., M.C., C.F., A.A., M.C.-B.), Coimbra; and Genomics Unit, Biocant-Biotechnology Innovation Center (S.S., A.C.G.), Cantanhede, Portugal
| | - Sezin Aday
- From the Stroke Unit (J.S.-F., A.G., F.S., C.M., B.R., G.C., L.C.), Centro Hospitalar e Universitário de Coimbra; Faculdade de Medicina da Universidade de Coimbra (J.S.-F., M.C.-B., L.F., L.C.); Centro de Neurociências e Biologia Celular (J.S.-F., S.A., A.C.G., L.F.); Instituto de Ciências Nucleares Aplicadas à Saúde (C.N., M.C., C.F., A.A., M.C.-B.), Coimbra; and Genomics Unit, Biocant-Biotechnology Innovation Center (S.S., A.C.G.), Cantanhede, Portugal
| | - César Nunes
- From the Stroke Unit (J.S.-F., A.G., F.S., C.M., B.R., G.C., L.C.), Centro Hospitalar e Universitário de Coimbra; Faculdade de Medicina da Universidade de Coimbra (J.S.-F., M.C.-B., L.F., L.C.); Centro de Neurociências e Biologia Celular (J.S.-F., S.A., A.C.G., L.F.); Instituto de Ciências Nucleares Aplicadas à Saúde (C.N., M.C., C.F., A.A., M.C.-B.), Coimbra; and Genomics Unit, Biocant-Biotechnology Innovation Center (S.S., A.C.G.), Cantanhede, Portugal
| | - Miguel Cordeiro
- From the Stroke Unit (J.S.-F., A.G., F.S., C.M., B.R., G.C., L.C.), Centro Hospitalar e Universitário de Coimbra; Faculdade de Medicina da Universidade de Coimbra (J.S.-F., M.C.-B., L.F., L.C.); Centro de Neurociências e Biologia Celular (J.S.-F., S.A., A.C.G., L.F.); Instituto de Ciências Nucleares Aplicadas à Saúde (C.N., M.C., C.F., A.A., M.C.-B.), Coimbra; and Genomics Unit, Biocant-Biotechnology Innovation Center (S.S., A.C.G.), Cantanhede, Portugal
| | - Ana Gouveia
- From the Stroke Unit (J.S.-F., A.G., F.S., C.M., B.R., G.C., L.C.), Centro Hospitalar e Universitário de Coimbra; Faculdade de Medicina da Universidade de Coimbra (J.S.-F., M.C.-B., L.F., L.C.); Centro de Neurociências e Biologia Celular (J.S.-F., S.A., A.C.G., L.F.); Instituto de Ciências Nucleares Aplicadas à Saúde (C.N., M.C., C.F., A.A., M.C.-B.), Coimbra; and Genomics Unit, Biocant-Biotechnology Innovation Center (S.S., A.C.G.), Cantanhede, Portugal
| | - Fernando Silva
- From the Stroke Unit (J.S.-F., A.G., F.S., C.M., B.R., G.C., L.C.), Centro Hospitalar e Universitário de Coimbra; Faculdade de Medicina da Universidade de Coimbra (J.S.-F., M.C.-B., L.F., L.C.); Centro de Neurociências e Biologia Celular (J.S.-F., S.A., A.C.G., L.F.); Instituto de Ciências Nucleares Aplicadas à Saúde (C.N., M.C., C.F., A.A., M.C.-B.), Coimbra; and Genomics Unit, Biocant-Biotechnology Innovation Center (S.S., A.C.G.), Cantanhede, Portugal
| | - Cristina Machado
- From the Stroke Unit (J.S.-F., A.G., F.S., C.M., B.R., G.C., L.C.), Centro Hospitalar e Universitário de Coimbra; Faculdade de Medicina da Universidade de Coimbra (J.S.-F., M.C.-B., L.F., L.C.); Centro de Neurociências e Biologia Celular (J.S.-F., S.A., A.C.G., L.F.); Instituto de Ciências Nucleares Aplicadas à Saúde (C.N., M.C., C.F., A.A., M.C.-B.), Coimbra; and Genomics Unit, Biocant-Biotechnology Innovation Center (S.S., A.C.G.), Cantanhede, Portugal
| | - Bruno Rodrigues
- From the Stroke Unit (J.S.-F., A.G., F.S., C.M., B.R., G.C., L.C.), Centro Hospitalar e Universitário de Coimbra; Faculdade de Medicina da Universidade de Coimbra (J.S.-F., M.C.-B., L.F., L.C.); Centro de Neurociências e Biologia Celular (J.S.-F., S.A., A.C.G., L.F.); Instituto de Ciências Nucleares Aplicadas à Saúde (C.N., M.C., C.F., A.A., M.C.-B.), Coimbra; and Genomics Unit, Biocant-Biotechnology Innovation Center (S.S., A.C.G.), Cantanhede, Portugal
| | - Gustavo Cordeiro Santo
- From the Stroke Unit (J.S.-F., A.G., F.S., C.M., B.R., G.C., L.C.), Centro Hospitalar e Universitário de Coimbra; Faculdade de Medicina da Universidade de Coimbra (J.S.-F., M.C.-B., L.F., L.C.); Centro de Neurociências e Biologia Celular (J.S.-F., S.A., A.C.G., L.F.); Instituto de Ciências Nucleares Aplicadas à Saúde (C.N., M.C., C.F., A.A., M.C.-B.), Coimbra; and Genomics Unit, Biocant-Biotechnology Innovation Center (S.S., A.C.G.), Cantanhede, Portugal
| | - Carlos Ferreira
- From the Stroke Unit (J.S.-F., A.G., F.S., C.M., B.R., G.C., L.C.), Centro Hospitalar e Universitário de Coimbra; Faculdade de Medicina da Universidade de Coimbra (J.S.-F., M.C.-B., L.F., L.C.); Centro de Neurociências e Biologia Celular (J.S.-F., S.A., A.C.G., L.F.); Instituto de Ciências Nucleares Aplicadas à Saúde (C.N., M.C., C.F., A.A., M.C.-B.), Coimbra; and Genomics Unit, Biocant-Biotechnology Innovation Center (S.S., A.C.G.), Cantanhede, Portugal
| | - André Amorim
- From the Stroke Unit (J.S.-F., A.G., F.S., C.M., B.R., G.C., L.C.), Centro Hospitalar e Universitário de Coimbra; Faculdade de Medicina da Universidade de Coimbra (J.S.-F., M.C.-B., L.F., L.C.); Centro de Neurociências e Biologia Celular (J.S.-F., S.A., A.C.G., L.F.); Instituto de Ciências Nucleares Aplicadas à Saúde (C.N., M.C., C.F., A.A., M.C.-B.), Coimbra; and Genomics Unit, Biocant-Biotechnology Innovation Center (S.S., A.C.G.), Cantanhede, Portugal
| | - Susana Sousa
- From the Stroke Unit (J.S.-F., A.G., F.S., C.M., B.R., G.C., L.C.), Centro Hospitalar e Universitário de Coimbra; Faculdade de Medicina da Universidade de Coimbra (J.S.-F., M.C.-B., L.F., L.C.); Centro de Neurociências e Biologia Celular (J.S.-F., S.A., A.C.G., L.F.); Instituto de Ciências Nucleares Aplicadas à Saúde (C.N., M.C., C.F., A.A., M.C.-B.), Coimbra; and Genomics Unit, Biocant-Biotechnology Innovation Center (S.S., A.C.G.), Cantanhede, Portugal
| | - Ana Catarina Gomes
- From the Stroke Unit (J.S.-F., A.G., F.S., C.M., B.R., G.C., L.C.), Centro Hospitalar e Universitário de Coimbra; Faculdade de Medicina da Universidade de Coimbra (J.S.-F., M.C.-B., L.F., L.C.); Centro de Neurociências e Biologia Celular (J.S.-F., S.A., A.C.G., L.F.); Instituto de Ciências Nucleares Aplicadas à Saúde (C.N., M.C., C.F., A.A., M.C.-B.), Coimbra; and Genomics Unit, Biocant-Biotechnology Innovation Center (S.S., A.C.G.), Cantanhede, Portugal
| | - Miguel Castelo-Branco
- From the Stroke Unit (J.S.-F., A.G., F.S., C.M., B.R., G.C., L.C.), Centro Hospitalar e Universitário de Coimbra; Faculdade de Medicina da Universidade de Coimbra (J.S.-F., M.C.-B., L.F., L.C.); Centro de Neurociências e Biologia Celular (J.S.-F., S.A., A.C.G., L.F.); Instituto de Ciências Nucleares Aplicadas à Saúde (C.N., M.C., C.F., A.A., M.C.-B.), Coimbra; and Genomics Unit, Biocant-Biotechnology Innovation Center (S.S., A.C.G.), Cantanhede, Portugal
| | - Lino Ferreira
- From the Stroke Unit (J.S.-F., A.G., F.S., C.M., B.R., G.C., L.C.), Centro Hospitalar e Universitário de Coimbra; Faculdade de Medicina da Universidade de Coimbra (J.S.-F., M.C.-B., L.F., L.C.); Centro de Neurociências e Biologia Celular (J.S.-F., S.A., A.C.G., L.F.); Instituto de Ciências Nucleares Aplicadas à Saúde (C.N., M.C., C.F., A.A., M.C.-B.), Coimbra; and Genomics Unit, Biocant-Biotechnology Innovation Center (S.S., A.C.G.), Cantanhede, Portugal.
| | - Luís Cunha
- From the Stroke Unit (J.S.-F., A.G., F.S., C.M., B.R., G.C., L.C.), Centro Hospitalar e Universitário de Coimbra; Faculdade de Medicina da Universidade de Coimbra (J.S.-F., M.C.-B., L.F., L.C.); Centro de Neurociências e Biologia Celular (J.S.-F., S.A., A.C.G., L.F.); Instituto de Ciências Nucleares Aplicadas à Saúde (C.N., M.C., C.F., A.A., M.C.-B.), Coimbra; and Genomics Unit, Biocant-Biotechnology Innovation Center (S.S., A.C.G.), Cantanhede, Portugal.
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7
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Li J, Miao L, Shieh D, Spiotto E, Li J, Zhou B, Paul A, Schwartz RJ, Firulli AB, Singer HA, Huang G, Wu M. Single-Cell Lineage Tracing Reveals that Oriented Cell Division Contributes to Trabecular Morphogenesis and Regional Specification. Cell Rep 2016; 15:158-170. [PMID: 27052172 DOI: 10.1016/j.celrep.2016.03.012] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2015] [Revised: 01/20/2016] [Accepted: 02/26/2016] [Indexed: 01/07/2023] Open
Abstract
The cardiac trabeculae are sheet-like structures extending from the myocardium that function to increase surface area. A lack of trabeculation causes embryonic lethality due to compromised cardiac function. To understand the cellular and molecular mechanisms of trabecular formation, we genetically labeled individual cardiomyocytes prior to trabeculation via the brainbow multicolor system and traced and analyzed the labeled cells during trabeculation by whole-embryo clearing and imaging. The clones derived from labeled single cells displayed four different geometric patterns that are derived from different patterns of oriented cell division (OCD) and migration. Of the four types of clones, the inner, transmural, and mixed clones contributed to trabecular cardiomyocytes. Further studies showed that perpendicular OCD is an extrinsic asymmetric cell division that putatively contributes to trabecular regional specification. Furthermore, N-Cadherin deletion in labeled clones disrupted the clonal patterns. In summary, our data demonstrate that OCD contributes to trabecular morphogenesis and specification.
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Affiliation(s)
- Jingjing Li
- Center for Cardiovascular Sciences, Albany Medical College, Albany, NY 12208, USA
| | - Lianjie Miao
- Center for Cardiovascular Sciences, Albany Medical College, Albany, NY 12208, USA
| | - David Shieh
- Center for Cardiovascular Sciences, Albany Medical College, Albany, NY 12208, USA
| | - Ernest Spiotto
- Center for Cardiovascular Sciences, Albany Medical College, Albany, NY 12208, USA
| | - Jian Li
- Key Laboratory of Molecular Medicine, Ministry of Education, Fudan University, Shanghai 200032, China
| | - Bin Zhou
- Department of Genetics, Albert Einstein College of Medicine, Yeshiva University, Bronx, NY 10461, USA
| | - Antoni Paul
- Center for Cardiovascular Sciences, Albany Medical College, Albany, NY 12208, USA
| | - Robert J Schwartz
- Biology and Biochemistry, University of Houston, Houston, TX 77204-5001, USA
| | - Anthony B Firulli
- Riley Heart Research Center, Indiana University, Indianapolis, IN 46202, USA
| | - Harold A Singer
- Center for Cardiovascular Sciences, Albany Medical College, Albany, NY 12208, USA
| | - Guoying Huang
- Key Laboratory of Molecular Medicine, Ministry of Education, Fudan University, Shanghai 200032, China
| | - Mingfu Wu
- Center for Cardiovascular Sciences, Albany Medical College, Albany, NY 12208, USA.
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