MIT Computer Science and Artificial Intelligence Laboratory, Cambridge, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA, USA; Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA.
Cell. 2023 Sep 28;186(20):4386-4403.e29. doi: 10.1016/j.cell.2023.08.037.
Altered microglial states affect neuroinflammation, neurodegeneration, and disease but remain poorly understood. Here, we report 194,000 single-nucleus microglial transcriptomes and epigenomes across 443 human subjects and diverse Alzheimer's disease (AD) pathological phenotypes. We annotate 12 microglial transcriptional states, including AD-dysregulated homeostatic, inflammatory, and lipid-processing states. We identify 1,542 AD-differentially-expressed genes, including both microglia-state-specific and disease-stage-specific alterations. By integrating epigenomic, transcriptomic, and motif information, we infer upstream regulators of microglial cell states, gene-regulatory networks, enhancer-gene links, and transcription-factor-driven microglial state transitions. We demonstrate that ectopic expression of our predicted homeostatic-state activators induces homeostatic features in human iPSC-derived microglia-like cells, while inhibiting activators of inflammation can block inflammatory progression. Lastly, we pinpoint the expression of AD-risk genes in microglial states and differential expression of AD-risk genes and their regulators during AD progression. Overall, we provide insights underlying microglial states, including state-specific and AD-stage-specific microglial alterations at unprecedented resolution.
改变的小胶质细胞状态会影响神经炎症、神经退行性变和疾病,但目前仍知之甚少。在这里,我们报告了 443 个人类样本中 194,000 个单核小胶质细胞转录组和表观基因组。我们注释了 12 种小胶质细胞转录状态,包括 AD 失调的稳态、炎症和脂质处理状态。我们鉴定了 1542 个 AD 差异表达基因,包括小胶质细胞状态特异性和疾病阶段特异性改变。通过整合表观基因组学、转录组学和基序信息,我们推断了小胶质细胞状态的上游调控因子、基因调控网络、增强子-基因联系以及转录因子驱动的小胶质细胞状态转变。我们证明了我们预测的稳态激活剂的异位表达可以在人诱导多能干细胞衍生的小胶质样细胞中诱导稳态特征,而抑制炎症激活剂可以阻止炎症进展。最后,我们确定了 AD 风险基因在小胶质细胞状态中的表达,以及 AD 进展过程中 AD 风险基因及其调控因子的差异表达。总的来说,我们提供了对小胶质细胞状态的深入了解,包括前所未有的分辨率下的特定状态和 AD 阶段特异性小胶质细胞改变。