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阿尔茨海默病THY-Tau22小鼠模型的单细胞转录组分析揭示了性别依赖性失调。

Single cell transcriptome analysis of the THY-Tau22 mouse model of Alzheimer's disease reveals sex-dependent dysregulations.

作者信息

Ali Muhammad, Garcia Pierre, Lunkes Laetitia P, Sciortino Alessia, Thomas Melanie, Heurtaux Tony, Grzyb Kamil, Halder Rashi, Coowar Djalil, Skupin Alex, Buée Luc, Blum David, Buttini Manuel, Glaab Enrico

机构信息

Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, 7 avenue des Hauts Fourneaux, L-4362, Esch-sur-Alzette, Luxembourg.

Department of Life Sciences and Medicine (DLSM), University of Luxembourg, 8 avenue du Swing, L-4367, Belvaux, Luxembourg.

出版信息

Cell Death Discov. 2024 Mar 7;10(1):119. doi: 10.1038/s41420-024-01885-9.

Abstract

Alzheimer's disease (AD) progression and pathology show pronounced sex differences, but the factors driving these remain poorly understood. To gain insights into early AD-associated molecular changes and their sex dependency for tau pathology in the cortex, we performed single-cell RNA-seq in the THY-Tau22 AD mouse model. By examining cell type-specific and cell type-agnostic AD-related gene activity changes and their sex-dimorphism for individual genes, pathways and cellular sub-networks, we identified both statistically significant alterations and interpreted the upstream mechanisms controlling them. Our results confirm several significant sex-dependent alterations in gene activity in the THY-Tau22 model mice compared to controls, with more pronounced alterations in females. Both changes shared across multiple cell types and cell type-specific changes were observed. The differential genes showed significant over-representation of known AD-relevant processes, such as pathways associated with neuronal differentiation, programmed cell death and inflammatory responses. Regulatory network analysis of these genes revealed upstream regulators that modulate many of the downstream targets with sex-dependent changes. Most key regulators have been previously implicated in AD, such as Egr1, Klf4, Chchd2, complement system genes, and myelin-associated glycoproteins. Comparing with similar data from the Tg2576 AD mouse model and human AD patients, we identified multiple genes with consistent, cell type-specific and sex-dependent alterations across all three datasets. These shared changes were particularly evident in the expression of myelin-associated genes such as Mbp and Plp1 in oligodendrocytes. In summary, we observed significant cell type-specific transcriptomic changes in the THY-Tau22 mouse model, with a strong over-representation of known AD-associated genes and processes. These include both sex-neutral and sex-specific patterns, characterized by consistent shifts in upstream master regulators and downstream target genes. Collectively, these findings provide insights into mechanisms influencing sex-specific susceptibility to AD and reveal key regulatory proteins that could be targeted for developing treatments addressing sex-dependent AD pathology.

摘要

阿尔茨海默病(AD)的进展和病理表现出明显的性别差异,但其驱动因素仍知之甚少。为了深入了解与早期AD相关的分子变化及其对皮质tau病理的性别依赖性,我们在THY-Tau22 AD小鼠模型中进行了单细胞RNA测序。通过检查细胞类型特异性和非细胞类型特异性的AD相关基因活性变化及其对单个基因、通路和细胞亚网络的性别二态性,我们确定了具有统计学意义的改变,并解释了控制这些改变的上游机制。我们的结果证实,与对照组相比,THY-Tau22模型小鼠的基因活性存在显著的性别依赖性改变,雌性小鼠的改变更为明显。我们观察到了跨多种细胞类型的共同变化以及细胞类型特异性变化。差异基因显示出已知AD相关过程的显著过度富集,如与神经元分化、程序性细胞死亡和炎症反应相关的通路。对这些基因的调控网络分析揭示了上游调节因子,它们以性别依赖性变化调节许多下游靶点。大多数关键调节因子此前已被证明与AD有关,如Egr1、Klf4、Chchd2、补体系统基因和髓鞘相关糖蛋白。与Tg2576 AD小鼠模型和人类AD患者的类似数据进行比较,我们在所有三个数据集中确定了多个具有一致的、细胞类型特异性和性别依赖性改变的基因。这些共同变化在少突胶质细胞中髓鞘相关基因如Mbp和Plp1的表达中尤为明显。总之,我们在THY-Tau22小鼠模型中观察到了显著的细胞类型特异性转录组变化,已知的AD相关基因和过程有很强的过度富集。这些变化包括性别中性和性别特异性模式,其特征是上游主调节因子和下游靶基因的一致变化。总的来说,这些发现为影响AD性别特异性易感性的机制提供了见解,并揭示了可作为开发针对性别依赖性AD病理治疗靶点的关键调节蛋白。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6e8e/10920792/0d51aaac7264/41420_2024_1885_Fig1_HTML.jpg

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