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Somatic copy number variant load in neurons of healthy controls and Alzheimer’s disease patients
The possible role of somatic copy number variations (CNVs) in Alzheimer’s disease (AD) aetiology has been controversial. Although cytogenetic studies suggested increased CNV loads in AD brains, a recent single-cell whole-genome sequencing (scWGS) experiment, studying frontal cortex brain samples, fo...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9714068/ https://www.ncbi.nlm.nih.gov/pubmed/36451207 http://dx.doi.org/10.1186/s40478-022-01452-2 |
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author | Turan, Zeliha Gözde Richter, Vincent Bochmann, Jana Parvizi, Poorya Yapar, Etka Işıldak, Ulas Waterholter, Sarah-Kristin Leclere-Turbant, Sabrina Son, Çağdaş Devrim Duyckaerts, Charles Yet, İdil Arendt, Thomas Somel, Mehmet Ueberham, Uwe |
author_facet | Turan, Zeliha Gözde Richter, Vincent Bochmann, Jana Parvizi, Poorya Yapar, Etka Işıldak, Ulas Waterholter, Sarah-Kristin Leclere-Turbant, Sabrina Son, Çağdaş Devrim Duyckaerts, Charles Yet, İdil Arendt, Thomas Somel, Mehmet Ueberham, Uwe |
author_sort | Turan, Zeliha Gözde |
collection | PubMed |
description | The possible role of somatic copy number variations (CNVs) in Alzheimer’s disease (AD) aetiology has been controversial. Although cytogenetic studies suggested increased CNV loads in AD brains, a recent single-cell whole-genome sequencing (scWGS) experiment, studying frontal cortex brain samples, found no such evidence. Here we readdressed this issue using low-coverage scWGS on pyramidal neurons dissected via both laser capture microdissection (LCM) and fluorescence activated cell sorting (FACS) across five brain regions: entorhinal cortex, temporal cortex, hippocampal CA1, hippocampal CA3, and the cerebellum. Among reliably detected somatic CNVs identified in 1301 cells obtained from the brains of 13 AD patients and 7 healthy controls, deletions were more frequent compared to duplications. Interestingly, we observed slightly higher frequencies of CNV events in cells from AD compared to similar numbers of cells from controls (4.1% vs. 1.4%, or 0.9% vs. 0.7%, using different filtering approaches), although the differences were not statistically significant. On the technical aspects, we observed that LCM-isolated cells show higher within-cell read depth variation compared to cells isolated with FACS. To reduce within-cell read depth variation, we proposed a principal component analysis-based denoising approach that significantly improves signal-to-noise ratios. Lastly, we showed that LCM-isolated neurons in AD harbour slightly more read depth variability than neurons of controls, which might be related to the reported hyperploid profiles of some AD-affected neurons. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40478-022-01452-2. |
format | Online Article Text |
id | pubmed-9714068 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-97140682022-12-02 Somatic copy number variant load in neurons of healthy controls and Alzheimer’s disease patients Turan, Zeliha Gözde Richter, Vincent Bochmann, Jana Parvizi, Poorya Yapar, Etka Işıldak, Ulas Waterholter, Sarah-Kristin Leclere-Turbant, Sabrina Son, Çağdaş Devrim Duyckaerts, Charles Yet, İdil Arendt, Thomas Somel, Mehmet Ueberham, Uwe Acta Neuropathol Commun Research The possible role of somatic copy number variations (CNVs) in Alzheimer’s disease (AD) aetiology has been controversial. Although cytogenetic studies suggested increased CNV loads in AD brains, a recent single-cell whole-genome sequencing (scWGS) experiment, studying frontal cortex brain samples, found no such evidence. Here we readdressed this issue using low-coverage scWGS on pyramidal neurons dissected via both laser capture microdissection (LCM) and fluorescence activated cell sorting (FACS) across five brain regions: entorhinal cortex, temporal cortex, hippocampal CA1, hippocampal CA3, and the cerebellum. Among reliably detected somatic CNVs identified in 1301 cells obtained from the brains of 13 AD patients and 7 healthy controls, deletions were more frequent compared to duplications. Interestingly, we observed slightly higher frequencies of CNV events in cells from AD compared to similar numbers of cells from controls (4.1% vs. 1.4%, or 0.9% vs. 0.7%, using different filtering approaches), although the differences were not statistically significant. On the technical aspects, we observed that LCM-isolated cells show higher within-cell read depth variation compared to cells isolated with FACS. To reduce within-cell read depth variation, we proposed a principal component analysis-based denoising approach that significantly improves signal-to-noise ratios. Lastly, we showed that LCM-isolated neurons in AD harbour slightly more read depth variability than neurons of controls, which might be related to the reported hyperploid profiles of some AD-affected neurons. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40478-022-01452-2. BioMed Central 2022-11-30 /pmc/articles/PMC9714068/ /pubmed/36451207 http://dx.doi.org/10.1186/s40478-022-01452-2 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Turan, Zeliha Gözde Richter, Vincent Bochmann, Jana Parvizi, Poorya Yapar, Etka Işıldak, Ulas Waterholter, Sarah-Kristin Leclere-Turbant, Sabrina Son, Çağdaş Devrim Duyckaerts, Charles Yet, İdil Arendt, Thomas Somel, Mehmet Ueberham, Uwe Somatic copy number variant load in neurons of healthy controls and Alzheimer’s disease patients |
title | Somatic copy number variant load in neurons of healthy controls and Alzheimer’s disease patients |
title_full | Somatic copy number variant load in neurons of healthy controls and Alzheimer’s disease patients |
title_fullStr | Somatic copy number variant load in neurons of healthy controls and Alzheimer’s disease patients |
title_full_unstemmed | Somatic copy number variant load in neurons of healthy controls and Alzheimer’s disease patients |
title_short | Somatic copy number variant load in neurons of healthy controls and Alzheimer’s disease patients |
title_sort | somatic copy number variant load in neurons of healthy controls and alzheimer’s disease patients |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9714068/ https://www.ncbi.nlm.nih.gov/pubmed/36451207 http://dx.doi.org/10.1186/s40478-022-01452-2 |
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