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Haferkamp U, Hartmann C, Abid CL, Brachner A, Höchner A, Gerhartl A, Harwardt B, Leckzik S, Leu J, Metzger M, Nastainczyk-Wulf M, Neuhaus W, Oerter S, Pless O, Rujescu D, Jung M, Appelt-Menzel A. Human isogenic cells of the neurovascular unit exert transcriptomic cell type-specific effects on a blood-brain barrier in vitro model of late-onset Alzheimer disease. Fluids Barriers CNS 2023; 20:78. [PMID: 37907966 PMCID: PMC10617216 DOI: 10.1186/s12987-023-00471-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 10/01/2023] [Indexed: 11/02/2023] Open
Abstract
BACKGROUND The function of the blood-brain barrier (BBB) is impaired in late-onset Alzheimer disease (LOAD), but the associated molecular mechanisms, particularly with respect to the high-risk APOE4/4 genotype, are not well understood. For this purpose, we developed a multicellular isogenic model of the neurovascular unit (NVU) based on human induced pluripotent stem cells. METHODS The human NVU was modeled in vitro using isogenic co-cultures of astrocytes, brain capillary endothelial-like cells (BCECs), microglia-like cells, neural stem cells (NSCs), and pericytes. Physiological and pathophysiological properties were investigated as well as the influence of each single cell type on the characteristics and function of BCECs. The barriers established by BCECs were analyzed for specific gene transcription using high-throughput quantitative PCR. RESULTS Co-cultures were found to tighten the barrier of BCECs and alter its transcriptomic profile under both healthy and disease conditions. In vitro differentiation of brain cell types that constitute the NVU was not affected by the LOAD background. The supportive effect of NSCs on the barrier established by BCECs was diminished under LOAD conditions. Transcriptomes of LOAD BCECs were modulated by different brain cell types. NSCs were found to have the strongest effect on BCEC gene regulation and maintenance of the BBB. Co-cultures showed cell type-specific functional contributions to BBB integrity under healthy and LOAD conditions. CONCLUSIONS Cell type-dependent transcriptional effects on LOAD BCECs were identified. Our study suggests that different brain cell types of the NVU have unique roles in maintaining barrier integrity that vary under healthy and LOAD conditions. .
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Affiliation(s)
- Undine Haferkamp
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Discovery Research ScreeningPort, 22525, Hamburg, Germany
| | - Carla Hartmann
- Institute for Physiological Chemistry, Medical Faculty of the Martin, Luther University Halle-Wittenberg, Hollystrasse 1, 06114, Halle (Saale), Germany
| | - Chaudhry Luqman Abid
- Institute for Physiological Chemistry, Medical Faculty of the Martin, Luther University Halle-Wittenberg, Hollystrasse 1, 06114, Halle (Saale), Germany
| | - Andreas Brachner
- Center Health and Bioresources, Competence Unit Molecular Diagnostics, AIT Austrian Institute of Technology GmbH, Vienna, 1210, Austria
| | - Alevtina Höchner
- Fraunhofer Institute for Silicate Research ISC, Translational Center Regenerative Therapies (TLC-RT), 97070, Würzburg, Germany
| | - Anna Gerhartl
- Center Health and Bioresources, Competence Unit Molecular Diagnostics, AIT Austrian Institute of Technology GmbH, Vienna, 1210, Austria
| | - Bernadette Harwardt
- Institute for Physiological Chemistry, Medical Faculty of the Martin, Luther University Halle-Wittenberg, Hollystrasse 1, 06114, Halle (Saale), Germany
| | - Selin Leckzik
- Institute for Physiological Chemistry, Medical Faculty of the Martin, Luther University Halle-Wittenberg, Hollystrasse 1, 06114, Halle (Saale), Germany
| | - Jennifer Leu
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Discovery Research ScreeningPort, 22525, Hamburg, Germany
| | - Marco Metzger
- Fraunhofer Institute for Silicate Research ISC, Translational Center Regenerative Therapies (TLC-RT), 97070, Würzburg, Germany
- Chair Tissue Engineering and Regenerative Medicine (TERM), University Hospital Würzburg, 97070, Würzburg, Germany
| | | | - Winfried Neuhaus
- Center Health and Bioresources, Competence Unit Molecular Diagnostics, AIT Austrian Institute of Technology GmbH, Vienna, 1210, Austria
- Department of Medicine, Faculty of Medicine and Dentistry, Danube Private University, Krems, 3500, Austria
| | - Sabrina Oerter
- Fraunhofer Institute for Silicate Research ISC, Translational Center Regenerative Therapies (TLC-RT), 97070, Würzburg, Germany
- Chair Tissue Engineering and Regenerative Medicine (TERM), University Hospital Würzburg, 97070, Würzburg, Germany
| | - Ole Pless
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Discovery Research ScreeningPort, 22525, Hamburg, Germany
| | - Dan Rujescu
- Department of Psychiatry and Psychotherapy, Division of General Psychiatry, Medical University of Vienna, Vienna, 1090, Austria
| | - Matthias Jung
- Institute for Physiological Chemistry, Medical Faculty of the Martin, Luther University Halle-Wittenberg, Hollystrasse 1, 06114, Halle (Saale), Germany.
| | - Antje Appelt-Menzel
- Fraunhofer Institute for Silicate Research ISC, Translational Center Regenerative Therapies (TLC-RT), 97070, Würzburg, Germany.
- Chair Tissue Engineering and Regenerative Medicine (TERM), University Hospital Würzburg, 97070, Würzburg, Germany.
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Cardona K, Medina J, Orrego-Cardozo M, Restrepo de Mejía F, Elcoroaristizabal X, Naranjo Galvis CA. Inflammatory gene expression profiling in peripheral blood from patients with Alzheimer's disease reveals key pathways and hub genes with potential diagnostic utility: a preliminary study. PeerJ 2021; 9:e12016. [PMID: 34484988 PMCID: PMC8381883 DOI: 10.7717/peerj.12016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 07/29/2021] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Alzheimer's disease (AD) is an age-related neurodegenerative disease caused by central nervous system disorders. Late-onset Alzheimer disease (LOAD) is the most common neurodegenerative disorder worldwide. Differences at the expression level of certain genes, resulting from either genetic variations or environmental interactions, might be one of the mechanisms underlying differential risks for developing AD. Peripheral blood genome transcriptional profiling may provide a powerful and minimally invasive tool for the identification of novel targets beyond Aβ and tau for AD research. METHODS This preliminary study explores molecular pathogenesis of LOAD-related inflammation through next generation sequencing, to assess RNA expression profiles in peripheral blood from five patients with LOAD and 10 healthy controls. RESULTS The analysis of RNA expression profiles revealed 94 genes up-regulated and 147 down-regulated. Gene function analysis, including Gene Ontology (GO) and KOBAS-Kyoto Encyclopedia of DEGs and Genomes (KEGG) pathways indicated upregulation of interferon family (INF) signaling, while the down-regulated genes were mainly associated with the cell cycle process. KEGG metabolic pathways mapping showed gene expression alterations in the signaling pathways of JAK/STAT, chemokines, MAP kinases and Alzheimer disease. The results of this preliminary study provided not only a comprehensive picture of gene expression, but also the key processes associated with pathology for the regulation of neuroinflammation, to improve the current mechanisms to treat LOAD.
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Affiliation(s)
- Kelly Cardona
- Facultad de Salud, Universidad Autónoma de Manizales, Manizales, Caldas, Colombia
| | - Javier Medina
- Facultad de Salud, Universidad Autónoma de Manizales, Manizales, Caldas, Colombia
| | - Mary Orrego-Cardozo
- Facultad de Salud, Universidad Autónoma de Manizales, Manizales, Caldas, Colombia
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Wattmo C, Wallin ÅK. Early-versus Late-Onset Alzheimer Disease: Long-Term Functional Outcomes, Nursing Home Placement, and Risk Factors for Rate of Progression. Dement Geriatr Cogn Dis Extra 2017. [PMID: 28626471 PMCID: PMC5471791 DOI: 10.1159/000455943] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND/AIMS Whether age at onset influences functional deterioration in Alzheimer disease (AD) is unclear. We, therefore, investigated risk factors for progression in activities of daily living (ADL) and nursing home placement (NHP) in cholinesterase inhibitor (ChEI)-treated patients with early-onset AD (EOAD) versus late-onset AD (LOAD). METHODS This 3-year, prospective, observational, multicenter study included 1,017 participants with mild-to-moderate AD; 143 had EOAD (onset <65 years) and 874 LOAD (onset ≥65 years). Possible sociodemographic and clinical factors that could affect functional outcome and NHP were analyzed using mixed-effects models and logistic regression, respectively. RESULTS Younger individuals exhibited longer illness duration before AD diagnosis, whereas 6-month functional response to ChEI therapy, 3-year changes in ADL capacities, time from diagnosis to NHP, and survival time in nursing homes were similar between the groups. In LOAD, a higher ChEI dose, no antidepressant use, and lower education level were protective factors for slower instrumental ADL (IADL) decline. In EOAD, antihypertensives/cardiac therapy implied faster IADL progression but lower risk of NHP. CONCLUSION This study highlights the clinical importance of an earlier diagnosis and treatment initiation and the need for functional evaluations in EOAD. Despite the age differences between EOAD and LOAD, a similar need for nursing homes was observed.
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Affiliation(s)
- Carina Wattmo
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Malmö, Sweden
| | - Åsa K Wallin
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Malmö, Sweden
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Humphries C, Kohli MA, Whitehead P, Mash DC, Pericak-Vance MA, Gilbert J. Alzheimer disease (AD) specific transcription, DNA methylation and splicing in twenty AD associated loci. Mol Cell Neurosci 2015; 67:37-45. [PMID: 26004081 DOI: 10.1016/j.mcn.2015.05.003] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2014] [Revised: 05/15/2015] [Accepted: 05/20/2015] [Indexed: 12/15/2022] Open
Abstract
Genome-wide association studies have identified twenty loci associated with late-onset Alzheimer disease (LOAD). We examined each of the twenty loci, specifically the ±50kb region surrounding the most strongly associated variant, for changes in gene(s) transcription specific to LOAD. Post-mortem human brain samples were examined for expression, methylation, and splicing differences. LOAD specific differences were detected by comparing LOAD to normal and "disease" controls. Eight loci, prominently ABCA7, contain LOAD specific differences. Significant changes in the CELF1 and ZCWPW1 loci occurred in genes not located nearest the associated variant, suggesting that these genes should be investigated further as LOAD candidates.
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Affiliation(s)
- Crystal Humphries
- John P. Hussman Institute for Human Genomics, University of Miami, Miller School of Medicine, Miami, FL 33136, USA; Dr. John T. Macdonald Foundation Department of Human Genetics, University of Miami, Miller School of Medicine, Miami, FL 33136, USA
| | - Martin A Kohli
- John P. Hussman Institute for Human Genomics, University of Miami, Miller School of Medicine, Miami, FL 33136, USA
| | - Patrice Whitehead
- John P. Hussman Institute for Human Genomics, University of Miami, Miller School of Medicine, Miami, FL 33136, USA
| | - Deborah C Mash
- Department of Neurology, University of Miami, Miller School of Medicine, FL 33136, USA
| | - Margaret A Pericak-Vance
- John P. Hussman Institute for Human Genomics, University of Miami, Miller School of Medicine, Miami, FL 33136, USA; Dr. John T. Macdonald Foundation Department of Human Genetics, University of Miami, Miller School of Medicine, Miami, FL 33136, USA
| | - John Gilbert
- John P. Hussman Institute for Human Genomics, University of Miami, Miller School of Medicine, Miami, FL 33136, USA; Dr. John T. Macdonald Foundation Department of Human Genetics, University of Miami, Miller School of Medicine, Miami, FL 33136, USA.
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Webster J, Reiman EM, Zismann VL, Joshipura KD, Pearson JV, Hu-Lince D, Huentelman MJ, Craig DW, Coon KD, Beach T, Rohrer KC, Zhao AS, Leung D, Bryden L, Marlowe L, Kaleem M, Mastroeni D, Grover A, Rogers J, Heun R, Jessen F, Kölsch H, Heward CB, Ravid R, Hutton ML, Melquist S, Petersen RC, Caselli RJ, Papassotiropoulos A, Stephan DA, Hardy J, Myers A. Whole genome association analysis shows that ACE is a risk factor for Alzheimer's disease and fails to replicate most candidates from Meta-analysis. Int J Mol Epidemiol Genet 2009; 1:19-30. [PMID: 21537449 PMCID: PMC3076748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Received: 06/17/2009] [Accepted: 07/20/2009] [Indexed: 05/30/2023]
Abstract
For late onset Alzheimer's disease (LOAD), the only confirmed, genetic association is with the apolipoprotein E (APOE) locus on chromosome 19. Meta-analysis is often employed to sort the true associations from the false positives. LOAD research has the advantage of a continuously updated meta-analysis of candidate gene association studies in the web-based AlzGene database. The top 30 AlzGene loci on May 1(st), 2007 were investigated in our whole genome association data set consisting of 1411 LOAD cases and neuropathoiogicaiiy verified controls genotyped at 312,316 SNPs using the Affymetrix 500K Mapping Platform. Of the 30 "top AlzGenes", 32 SNPs in 24 genes had odds ratios (OR) whose 95% confidence intervals that did not include 1. Of these 32 SNPs, six were part of the Affymetrix 500K Mapping panel and another ten had proxies on the Affymetrix array that had >80% power to detect an association with α=0.001. Two of these 16 SNPs showed significant association with LOAD in our sample series. One was rs4420638 at the APOE locus (uncorrected p-value=4.58E-37) and the other was rs4293, located in the angiotensin converting enzyme (ACE) locus (uncorrected p-value=0.014). Since this result was nominally significant, but did not survive multiple testing correction for 16 independent tests, this association at rs4293 was verified in a geographically distinct German cohort (p-value=0.03). We present the results of our ACE replication aiongwith a discussion of the statistical limitations of multiple test corrections in whole genome studies.
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Affiliation(s)
- Jennifer Webster
- Neurogenomics Division, Translational Genomics Research Institute (TGen)Phoenix, AZ85004, USA
- Arizona Alzheimer's ConsortiumPhoenix AZ85006, USA
| | - Eric M Reiman
- Neurogenomics Division, Translational Genomics Research Institute (TGen)Phoenix, AZ85004, USA
- Banner Alzheimer's InstitutePhoenix, AZ85006, USA
- Department of Psychiatry, University of ArizonaTucson, AZ85724, USA
- Arizona Alzheimer's ConsortiumPhoenix AZ85006, USA
| | - Victoria L Zismann
- Neurogenomics Division, Translational Genomics Research Institute (TGen)Phoenix, AZ85004, USA
- Arizona Alzheimer's ConsortiumPhoenix AZ85006, USA
| | - Keta D Joshipura
- Neurogenomics Division, Translational Genomics Research Institute (TGen)Phoenix, AZ85004, USA
- Arizona Alzheimer's ConsortiumPhoenix AZ85006, USA
| | - John v Pearson
- Neurogenomics Division, Translational Genomics Research Institute (TGen)Phoenix, AZ85004, USA
- Arizona Alzheimer's ConsortiumPhoenix AZ85006, USA
| | - Diane Hu-Lince
- Neurogenomics Division, Translational Genomics Research Institute (TGen)Phoenix, AZ85004, USA
- Arizona Alzheimer's ConsortiumPhoenix AZ85006, USA
| | - Matthew J Huentelman
- Neurogenomics Division, Translational Genomics Research Institute (TGen)Phoenix, AZ85004, USA
- Arizona Alzheimer's ConsortiumPhoenix AZ85006, USA
| | - David W Craig
- Neurogenomics Division, Translational Genomics Research Institute (TGen)Phoenix, AZ85004, USA
- Arizona Alzheimer's ConsortiumPhoenix AZ85006, USA
| | - Keith D Coon
- Neurogenomics Division, Translational Genomics Research Institute (TGen)Phoenix, AZ85004, USA
- Arizona Alzheimer's ConsortiumPhoenix AZ85006, USA
- Division of Thoracic Oncology Research, St. Joseph's Hospital and Medical CenterPhoenix, AZ85013, USA
| | - Thomas Beach
- Arizona Alzheimer's ConsortiumPhoenix AZ85006, USA
- Sun Health Research InstituteSun City, AZ85351, USA
| | - Kristen C Rohrer
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of HealthBethesda, MD20892, USA
| | - Alice S Zhao
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of HealthBethesda, MD20892, USA
| | - Doris Leung
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of HealthBethesda, MD20892, USA
| | - Leslie Bryden
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of HealthBethesda, MD20892, USA
| | - Lauren Marlowe
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of HealthBethesda, MD20892, USA
| | - Mona Kaleem
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of HealthBethesda, MD20892, USA
| | | | - Andrew Grover
- Arizona Alzheimer's ConsortiumPhoenix AZ85006, USA
- Sun Health Research InstituteSun City, AZ85351, USA
| | - Joseph Rogers
- Arizona Alzheimer's ConsortiumPhoenix AZ85006, USA
- Sun Health Research InstituteSun City, AZ85351, USA
| | - Reinhard Heun
- Department of Psychiatry, University of BonnSigmund-Freud-Strasse 25, 53105 Bonn, Germany
| | - Frank Jessen
- Department of Psychiatry, University of BonnSigmund-Freud-Strasse 25, 53105 Bonn, Germany
| | - Heike Kölsch
- Department of Psychiatry, University of BonnSigmund-Freud-Strasse 25, 53105 Bonn, Germany
| | | | - Rivka Ravid
- Netherlands Institute for Neurosciences, Dutch Royal Academy of Arts and SciencesMeibergdreef 47 AB Amsterdam, The Netherlands
| | - Michael L Hutton
- Department of Neuroscience, Mayo ClinicJacksonville, FL32224, USA
| | - Stacey Melquist
- Department of Neuroscience, Mayo ClinicJacksonville, FL32224, USA
| | - Ron C Petersen
- Department of Neurology, Mayo ClinicRochester, MN55905, USA
| | - Richard J Caselli
- Arizona Alzheimer's ConsortiumPhoenix AZ85006, USA
- Department of Neurology, Mayo ClinicScottsdale, AZ85259, USA
- Department of Psychology, Arizona State UniversityTempe, AZ85281, USA
| | - Andreas Papassotiropoulos
- Neurogenomics Division, Translational Genomics Research Institute (TGen)Phoenix, AZ85004, USA
- Division of Molecular Psychology and Life Sciences Training Facility, Biozentrum, University of BaselSwitzerland
| | - Dietrich A Stephan
- Neurogenomics Division, Translational Genomics Research Institute (TGen)Phoenix, AZ85004, USA
- Banner Alzheimer's InstitutePhoenix, AZ85006, USA
- Arizona Alzheimer's ConsortiumPhoenix AZ85006, USA
| | - John Hardy
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of HealthBethesda, MD20892, USA
- Reta Lila Weston Laboratories, Department of Molecular Neuroscience, Institute of Neurology, Queen SquareLondon WC1N3BG, England
| | - Amanda Myers
- Department of Psychiatry and Behavioral Sciences, University of Miami, Miller School of MedicineMiami, FL33136, USA
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of HealthBethesda, MD20892, USA
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