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Excitatory Neurons Derived from Human-Induced Pluripotent Stem Cells Show Transcriptomic Differences in Alzheimer’s Patients from Controls
The recent advances in creating pluripotent stem cells from somatic cells and differentiating them into a variety of cell types is allowing us to study them without the caveats associated with disease-related changes. We generated induced Pluripotent Stem Cells (iPSCs) from eight Alzheimer’s disease...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10417412/ https://www.ncbi.nlm.nih.gov/pubmed/37566069 http://dx.doi.org/10.3390/cells12151990 |
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author | Sagar, Ram Azoidis, Ioannis Zivko, Cristina Xydia, Ariadni Oh, Esther S. Rosenberg, Paul B. Lyketsos, Constantine G. Mahairaki, Vasiliki Avramopoulos, Dimitrios |
author_facet | Sagar, Ram Azoidis, Ioannis Zivko, Cristina Xydia, Ariadni Oh, Esther S. Rosenberg, Paul B. Lyketsos, Constantine G. Mahairaki, Vasiliki Avramopoulos, Dimitrios |
author_sort | Sagar, Ram |
collection | PubMed |
description | The recent advances in creating pluripotent stem cells from somatic cells and differentiating them into a variety of cell types is allowing us to study them without the caveats associated with disease-related changes. We generated induced Pluripotent Stem Cells (iPSCs) from eight Alzheimer’s disease (AD) patients and six controls and used lentiviral delivery to differentiate them into excitatory glutamatergic neurons. We then performed RNA sequencing on these neurons and compared the Alzheimer’s and control transcriptomes. We found that 621 genes show differences in expression levels at adjusted p < 0.05 between the case and control derived neurons. These genes show significant overlap and directional concordance with genes reported from a single-cell transcriptome study of AD patients; they include five genes implicated in AD from genome-wide association studies and they appear to be part of a larger functional network as indicated by an excess of interactions between them observed in the protein–protein interaction database STRING. Exploratory analysis with Uniform Manifold Approximation and Projection (UMAP) suggests distinct clusters of patients, based on gene expression, who may be clinically different. Our research outcomes will enable the precise identification of distinct biological subtypes among individuals with Alzheimer’s disease, facilitating the implementation of tailored precision medicine strategies. |
format | Online Article Text |
id | pubmed-10417412 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-104174122023-08-12 Excitatory Neurons Derived from Human-Induced Pluripotent Stem Cells Show Transcriptomic Differences in Alzheimer’s Patients from Controls Sagar, Ram Azoidis, Ioannis Zivko, Cristina Xydia, Ariadni Oh, Esther S. Rosenberg, Paul B. Lyketsos, Constantine G. Mahairaki, Vasiliki Avramopoulos, Dimitrios Cells Article The recent advances in creating pluripotent stem cells from somatic cells and differentiating them into a variety of cell types is allowing us to study them without the caveats associated with disease-related changes. We generated induced Pluripotent Stem Cells (iPSCs) from eight Alzheimer’s disease (AD) patients and six controls and used lentiviral delivery to differentiate them into excitatory glutamatergic neurons. We then performed RNA sequencing on these neurons and compared the Alzheimer’s and control transcriptomes. We found that 621 genes show differences in expression levels at adjusted p < 0.05 between the case and control derived neurons. These genes show significant overlap and directional concordance with genes reported from a single-cell transcriptome study of AD patients; they include five genes implicated in AD from genome-wide association studies and they appear to be part of a larger functional network as indicated by an excess of interactions between them observed in the protein–protein interaction database STRING. Exploratory analysis with Uniform Manifold Approximation and Projection (UMAP) suggests distinct clusters of patients, based on gene expression, who may be clinically different. Our research outcomes will enable the precise identification of distinct biological subtypes among individuals with Alzheimer’s disease, facilitating the implementation of tailored precision medicine strategies. MDPI 2023-08-02 /pmc/articles/PMC10417412/ /pubmed/37566069 http://dx.doi.org/10.3390/cells12151990 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Sagar, Ram Azoidis, Ioannis Zivko, Cristina Xydia, Ariadni Oh, Esther S. Rosenberg, Paul B. Lyketsos, Constantine G. Mahairaki, Vasiliki Avramopoulos, Dimitrios Excitatory Neurons Derived from Human-Induced Pluripotent Stem Cells Show Transcriptomic Differences in Alzheimer’s Patients from Controls |
title | Excitatory Neurons Derived from Human-Induced Pluripotent Stem Cells Show Transcriptomic Differences in Alzheimer’s Patients from Controls |
title_full | Excitatory Neurons Derived from Human-Induced Pluripotent Stem Cells Show Transcriptomic Differences in Alzheimer’s Patients from Controls |
title_fullStr | Excitatory Neurons Derived from Human-Induced Pluripotent Stem Cells Show Transcriptomic Differences in Alzheimer’s Patients from Controls |
title_full_unstemmed | Excitatory Neurons Derived from Human-Induced Pluripotent Stem Cells Show Transcriptomic Differences in Alzheimer’s Patients from Controls |
title_short | Excitatory Neurons Derived from Human-Induced Pluripotent Stem Cells Show Transcriptomic Differences in Alzheimer’s Patients from Controls |
title_sort | excitatory neurons derived from human-induced pluripotent stem cells show transcriptomic differences in alzheimer’s patients from controls |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10417412/ https://www.ncbi.nlm.nih.gov/pubmed/37566069 http://dx.doi.org/10.3390/cells12151990 |
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