Somatic copy number variant load in neurons of healthy controls and Alzheimer’s disease patients

被引:0
作者
Zeliha Gözde Turan
Vincent Richter
Jana Bochmann
Poorya Parvizi
Etka Yapar
Ulas Işıldak
Sarah-Kristin Waterholter
Sabrina Leclere-Turbant
Çağdaş Devrim Son
Charles Duyckaerts
İdil Yet
Thomas Arendt
Mehmet Somel
Uwe Ueberham
机构
[1] Middle East Technical University,Department of Biological Sciences
[2] Leipzig University,Paul Flechsig Institute for Brain Research
[3] The University of Edinburgh,Usher Institute
[4] Lund University,Department of Biology
[5] Hôpital de La Salpêtrière,Laboratoire de Neuropathologie Escourolle
[6] Hacettepe University,Department of Bioinformatics
来源
Acta Neuropathologica Communications | / 10卷
关键词
Single-cell whole-genome sequencing; Copy number variation; Alzheimer’s disease; Brain; Laser capture microdissection; Fluorescence-activated cell sorting; Denoising;
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学科分类号
摘要
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.
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  • [1] Bishop NA(2010)Neural mechanisms of ageing and cognitive decline Nature 464 529-535
  • [2] Lu T(2005)Individual adult human neurons display aneuploidy: detection by fluorescence in situ hybridization and single neuron PCR Cell Cycle United States 4 1758-1760
  • [3] Yankner BA(2005)Constitutional aneuploidy in the normal human brain J Neurosci 25 2176-2180
  • [4] Pack SD(2005)The variation of aneuploidy frequency in the developing and adult human brain revealed by an interphase FISH study J Histochem Cytochem 53 385-390
  • [5] Weil RJ(2016)Single-cell whole genome sequencing reveals no evidence for common aneuploidy in normal and Alzheimer’s disease neurons Genome Biol 17 116-35.e7
  • [6] Vortmeyer AO(2019)Neurons with complex karyotypes are rare in aged human neocortex Cell Rep 26 825-2668
  • [7] Zeng W(2001)DNA replication precedes neuronal cell death in Alzheimer’s disease J Neurosci 21 2661-6867
  • [8] Li J(2007)Aneuploidy and DNA replication in the normal human brain and Alzheimer’s disease J Neurosci 27 6859-220
  • [9] Okamoto H(2009)Aneuploidy in the normal, Alzheimer’s disease and ataxia-telangiectasia brain: differential expression and pathological meaning Neurobiol Dis 34 212-20
  • [10] Rehen SK(2010)Selective cell death of hyperploid neurons in Alzheimer’s disease Am J Pathol 177 15-65