Department of Biological Sciences, Middle East Technical University, 06800, Ankara, Turkey.
Paul Flechsig Institute for Brain Research, Leipzig University, Leipzig, Germany.
Acta Neuropathol Commun. 2022 Nov 30;10(1):175. doi: 10.1186/s40478-022-01452-2.
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.
体细胞拷贝数变异(CNVs)在阿尔茨海默病(AD)发病机制中的可能作用一直存在争议。尽管细胞遗传学研究表明 AD 大脑中的 CNV 载量增加,但最近一项单细胞全基因组测序(scWGS)实验研究了额皮质脑样本,并未发现这种证据。在这里,我们使用低覆盖 scWGS 对通过激光捕获显微切割(LCM)和荧光激活细胞分选(FACS)分离的 5 个脑区(内嗅皮层、颞叶皮层、海马 CA1、海马 CA3 和小脑)的锥体神经元进行了重新研究。在从 13 名 AD 患者和 7 名健康对照者的大脑中获得的 1301 个细胞中可靠检测到的体细胞 CNVs 中,缺失的频率高于重复的频率。有趣的是,与对照组中相似数量的细胞相比,我们在 AD 患者的细胞中观察到稍高的 CNV 事件频率(4.1%对 1.4%,或使用不同的过滤方法为 0.9%对 0.7%),尽管差异没有统计学意义。在技术方面,我们观察到与 FACS 分离的细胞相比,LCM 分离的细胞显示出更高的细胞内读深变化。为了减少细胞内读深变化,我们提出了一种基于主成分分析的去噪方法,该方法显著提高了信噪比。最后,我们表明 AD 中 LCM 分离的神经元比对照组的神经元具有稍高的读深可变性,这可能与一些受 AD 影响的神经元的报告性超倍体谱有关。