Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
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
_version_ 1784842144144424960
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
work_keys_str_mv AT turanzelihagozde somaticcopynumbervariantloadinneuronsofhealthycontrolsandalzheimersdiseasepatients
AT richtervincent somaticcopynumbervariantloadinneuronsofhealthycontrolsandalzheimersdiseasepatients
AT bochmannjana somaticcopynumbervariantloadinneuronsofhealthycontrolsandalzheimersdiseasepatients
AT parvizipoorya somaticcopynumbervariantloadinneuronsofhealthycontrolsandalzheimersdiseasepatients
AT yaparetka somaticcopynumbervariantloadinneuronsofhealthycontrolsandalzheimersdiseasepatients
AT isıldakulas somaticcopynumbervariantloadinneuronsofhealthycontrolsandalzheimersdiseasepatients
AT waterholtersarahkristin somaticcopynumbervariantloadinneuronsofhealthycontrolsandalzheimersdiseasepatients
AT leclereturbantsabrina somaticcopynumbervariantloadinneuronsofhealthycontrolsandalzheimersdiseasepatients
AT soncagdasdevrim somaticcopynumbervariantloadinneuronsofhealthycontrolsandalzheimersdiseasepatients
AT duyckaertscharles somaticcopynumbervariantloadinneuronsofhealthycontrolsandalzheimersdiseasepatients
AT yetidil somaticcopynumbervariantloadinneuronsofhealthycontrolsandalzheimersdiseasepatients
AT arendtthomas somaticcopynumbervariantloadinneuronsofhealthycontrolsandalzheimersdiseasepatients
AT somelmehmet somaticcopynumbervariantloadinneuronsofhealthycontrolsandalzheimersdiseasepatients
AT ueberhamuwe somaticcopynumbervariantloadinneuronsofhealthycontrolsandalzheimersdiseasepatients