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Single-nucleus RNA-sequencing of autosomal dominant Alzheimer disease and risk variant carriers
Genetic studies of Alzheimer disease (AD) have prioritized variants in genes related to the amyloid cascade, lipid metabolism, and neuroimmune modulation. However, the cell-specific effect of variants in these genes is not fully understood. Here, we perform single-nucleus RNA-sequencing (snRNA-seq)...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10121712/ https://www.ncbi.nlm.nih.gov/pubmed/37085492 http://dx.doi.org/10.1038/s41467-023-37437-5 |
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author | Brase, Logan You, Shih-Feng D’Oliveira Albanus, Ricardo Del-Aguila, Jorge L. Dai, Yaoyi Novotny, Brenna C. Soriano-Tarraga, Carolina Dykstra, Taitea Fernandez, Maria Victoria Budde, John P. Bergmann, Kristy Morris, John C. Bateman, Randall J. Perrin, Richard J. McDade, Eric Xiong, Chengjie Goate, Alison M. Farlow, Martin Sutherland, Greg T. Kipnis, Jonathan Karch, Celeste M. Benitez, Bruno A. Harari, Oscar |
author_facet | Brase, Logan You, Shih-Feng D’Oliveira Albanus, Ricardo Del-Aguila, Jorge L. Dai, Yaoyi Novotny, Brenna C. Soriano-Tarraga, Carolina Dykstra, Taitea Fernandez, Maria Victoria Budde, John P. Bergmann, Kristy Morris, John C. Bateman, Randall J. Perrin, Richard J. McDade, Eric Xiong, Chengjie Goate, Alison M. Farlow, Martin Sutherland, Greg T. Kipnis, Jonathan Karch, Celeste M. Benitez, Bruno A. Harari, Oscar |
author_sort | Brase, Logan |
collection | PubMed |
description | Genetic studies of Alzheimer disease (AD) have prioritized variants in genes related to the amyloid cascade, lipid metabolism, and neuroimmune modulation. However, the cell-specific effect of variants in these genes is not fully understood. Here, we perform single-nucleus RNA-sequencing (snRNA-seq) on nearly 300,000 nuclei from the parietal cortex of AD autosomal dominant (APP and PSEN1) and risk-modifying variant (APOE, TREM2 and MS4A) carriers. Within individual cell types, we capture genes commonly dysregulated across variant groups. However, specific transcriptional states are more prevalent within variant carriers. TREM2 oligodendrocytes show a dysregulated autophagy-lysosomal pathway, MS4A microglia have dysregulated complement cascade genes, and APOEε4 inhibitory neurons display signs of ferroptosis. All cell types have enriched states in autosomal dominant carriers. We leverage differential expression and single-nucleus ATAC-seq to map GWAS signals to effector cell types including the NCK2 signal to neurons in addition to the initially proposed microglia. Overall, our results provide insights into the transcriptional diversity resulting from AD genetic architecture and cellular heterogeneity. The data can be explored on the online browser (http://web.hararilab.org/SNARE/). |
format | Online Article Text |
id | pubmed-10121712 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-101217122023-04-23 Single-nucleus RNA-sequencing of autosomal dominant Alzheimer disease and risk variant carriers Brase, Logan You, Shih-Feng D’Oliveira Albanus, Ricardo Del-Aguila, Jorge L. Dai, Yaoyi Novotny, Brenna C. Soriano-Tarraga, Carolina Dykstra, Taitea Fernandez, Maria Victoria Budde, John P. Bergmann, Kristy Morris, John C. Bateman, Randall J. Perrin, Richard J. McDade, Eric Xiong, Chengjie Goate, Alison M. Farlow, Martin Sutherland, Greg T. Kipnis, Jonathan Karch, Celeste M. Benitez, Bruno A. Harari, Oscar Nat Commun Article Genetic studies of Alzheimer disease (AD) have prioritized variants in genes related to the amyloid cascade, lipid metabolism, and neuroimmune modulation. However, the cell-specific effect of variants in these genes is not fully understood. Here, we perform single-nucleus RNA-sequencing (snRNA-seq) on nearly 300,000 nuclei from the parietal cortex of AD autosomal dominant (APP and PSEN1) and risk-modifying variant (APOE, TREM2 and MS4A) carriers. Within individual cell types, we capture genes commonly dysregulated across variant groups. However, specific transcriptional states are more prevalent within variant carriers. TREM2 oligodendrocytes show a dysregulated autophagy-lysosomal pathway, MS4A microglia have dysregulated complement cascade genes, and APOEε4 inhibitory neurons display signs of ferroptosis. All cell types have enriched states in autosomal dominant carriers. We leverage differential expression and single-nucleus ATAC-seq to map GWAS signals to effector cell types including the NCK2 signal to neurons in addition to the initially proposed microglia. Overall, our results provide insights into the transcriptional diversity resulting from AD genetic architecture and cellular heterogeneity. The data can be explored on the online browser (http://web.hararilab.org/SNARE/). Nature Publishing Group UK 2023-04-21 /pmc/articles/PMC10121712/ /pubmed/37085492 http://dx.doi.org/10.1038/s41467-023-37437-5 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Brase, Logan You, Shih-Feng D’Oliveira Albanus, Ricardo Del-Aguila, Jorge L. Dai, Yaoyi Novotny, Brenna C. Soriano-Tarraga, Carolina Dykstra, Taitea Fernandez, Maria Victoria Budde, John P. Bergmann, Kristy Morris, John C. Bateman, Randall J. Perrin, Richard J. McDade, Eric Xiong, Chengjie Goate, Alison M. Farlow, Martin Sutherland, Greg T. Kipnis, Jonathan Karch, Celeste M. Benitez, Bruno A. Harari, Oscar Single-nucleus RNA-sequencing of autosomal dominant Alzheimer disease and risk variant carriers |
title | Single-nucleus RNA-sequencing of autosomal dominant Alzheimer disease and risk variant carriers |
title_full | Single-nucleus RNA-sequencing of autosomal dominant Alzheimer disease and risk variant carriers |
title_fullStr | Single-nucleus RNA-sequencing of autosomal dominant Alzheimer disease and risk variant carriers |
title_full_unstemmed | Single-nucleus RNA-sequencing of autosomal dominant Alzheimer disease and risk variant carriers |
title_short | Single-nucleus RNA-sequencing of autosomal dominant Alzheimer disease and risk variant carriers |
title_sort | single-nucleus rna-sequencing of autosomal dominant alzheimer disease and risk variant carriers |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10121712/ https://www.ncbi.nlm.nih.gov/pubmed/37085492 http://dx.doi.org/10.1038/s41467-023-37437-5 |
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