Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Department of Chemistry, Massachusetts Institute of Technology, Cambridge, MA, USA.
Nat Neurosci. 2023 Mar;26(3):430-446. doi: 10.1038/s41593-022-01251-x. Epub 2023 Feb 2.
Complex diseases are characterized by spatiotemporal cellular and molecular changes that may be difficult to comprehensively capture. However, understanding the spatiotemporal dynamics underlying pathology can shed light on disease mechanisms and progression. Here we introduce STARmap PLUS, a method that combines high-resolution spatial transcriptomics with protein detection in the same tissue section. As proof of principle, we analyze brain tissues of a mouse model of Alzheimer's disease at 8 and 13 months of age. Our approach provides a comprehensive cellular map of disease progression. It reveals a core-shell structure where disease-associated microglia (DAM) closely contact amyloid-β plaques, whereas disease-associated astrocyte-like (DAA-like) cells and oligodendrocyte precursor cells (OPCs) are enriched in the outer shells surrounding the plaque-DAM complex. Hyperphosphorylated tau emerges mainly in excitatory neurons in the CA1 region and correlates with the local enrichment of oligodendrocyte subtypes. The STARmap PLUS method bridges single-cell gene expression profiles with tissue histopathology at subcellular resolution, providing a tool to pinpoint the molecular and cellular changes underlying pathology.
复杂疾病的特征是时空细胞和分子变化,这些变化可能难以全面捕捉。然而,了解病理学背后的时空动态可以揭示疾病的机制和进展。在这里,我们介绍了 STARmap PLUS 方法,该方法将高分辨率空间转录组学与同一组织切片中的蛋白质检测相结合。作为原理验证,我们分析了阿尔茨海默病小鼠模型在 8 个月和 13 个月大时的脑组织。我们的方法提供了疾病进展的全面细胞图谱。它揭示了一种核心-壳结构,其中与疾病相关的小胶质细胞(DAM)与淀粉样蛋白-β斑块紧密接触,而与疾病相关的星形胶质细胞样(DAA-样)细胞和少突胶质细胞前体细胞(OPC)则富集在围绕斑块-DAM 复合物的外壳中。高度磷酸化的 tau 主要出现在 CA1 区的兴奋性神经元中,与少突胶质细胞亚型的局部富集相关。STARmap PLUS 方法将单细胞基因表达谱与亚细胞分辨率的组织组织病理学联系起来,提供了一种工具,可以确定病理学背后的分子和细胞变化。