Tuddenham John F, Taga Mariko, Haage Verena, Marshe Victoria S, Roostaei Tina, White Charles, Lee Annie J, Fujita Masashi, Khairallah Anthony, Zhang Ya, Green Gilad, Hyman Bradley, Frosch Matthew, Hopp Sarah, Beach Thomas G, Serrano Geidy E, Corboy John, Habib Naomi, Klein Hans-Ulrich, Soni Rajesh Kumar, Teich Andrew F, Hickman Richard A, Alcalay Roy N, Shneider Neil, Schneider Julie, Sims Peter A, Bennett David A, Olah Marta, Menon Vilas, De Jager Philip L
Center for Translational & Computational Neuroimmunology, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA.
Department of Systems Biology, Columbia University Irving Medical Center, New York, NY, USA.
Nat Neurosci. 2024 Dec;27(12):2521-2537. doi: 10.1038/s41593-024-01764-7. Epub 2024 Oct 15.
Human microglia play a pivotal role in neurological diseases, but we still have an incomplete understanding of microglial heterogeneity, which limits the development of targeted therapies directly modulating their state or function. Here, we use single-cell RNA sequencing to profile 215,680 live human microglia from 74 donors across diverse neurological diseases and CNS regions. We observe a central divide between oxidative and heterocyclic metabolism and identify microglial subsets associated with antigen presentation, motility and proliferation. Specific subsets are enriched in susceptibility genes for neurodegenerative diseases or the disease-associated microglial signature. We validate subtypes in situ with an RNAscope-immunofluorescence pipeline and high-dimensional MERFISH. We also leverage our dataset as a classification resource, finding that induced pluripotent stem cell model systems capture substantial in vivo heterogeneity. Finally, we identify and validate compounds that recapitulate certain subtypes in vitro, including camptothecin, which downregulates the signature of disease-enriched subtypes and upregulates a signature previously associated with Alzheimer's disease.
人类小胶质细胞在神经疾病中起关键作用,但我们对小胶质细胞的异质性仍了解不全面,这限制了直接调节其状态或功能的靶向治疗的发展。在此,我们使用单细胞RNA测序对来自74名供体、跨越多种神经疾病和中枢神经系统区域的215,680个活的人类小胶质细胞进行分析。我们观察到氧化代谢和杂环代谢之间的核心差异,并确定了与抗原呈递、运动性和增殖相关的小胶质细胞亚群。特定亚群在神经退行性疾病的易感性基因或疾病相关的小胶质细胞特征中富集。我们通过RNAscope免疫荧光流程和高维MERFISH在原位验证了亚型。我们还将我们的数据集用作分类资源,发现诱导多能干细胞模型系统捕获了大量的体内异质性。最后,我们鉴定并验证了在体外重现某些亚型的化合物,包括喜树碱,它下调了疾病富集亚型的特征,并上调了先前与阿尔茨海默病相关的特征。