Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
Nat Metab. 2022 Feb;4(2):284-299. doi: 10.1038/s42255-022-00531-x. Epub 2022 Feb 28.
Type 1 diabetes (T1D) is an autoimmune disease in which immune cells destroy insulin-producing beta cells. The aetiology of this complex disease is dependent on the interplay of multiple heterogeneous cell types in the pancreatic environment. Here, we provide a single-cell atlas of pancreatic islets of 24 T1D, autoantibody-positive and nondiabetic organ donors across multiple quantitative modalities including ~80,000 cells using single-cell transcriptomics, ~7,000,000 cells using cytometry by time of flight and ~1,000,000 cells using in situ imaging mass cytometry. We develop an advanced integrative analytical strategy to assess pancreatic islets and identify canonical cell types. We show that a subset of exocrine ductal cells acquires a signature of tolerogenic dendritic cells in an apparent attempt at immune suppression in T1D donors. Our multimodal analyses delineate cell types and processes that may contribute to T1D immunopathogenesis and provide an integrative procedure for exploration and discovery of human pancreatic function.
1 型糖尿病(T1D)是一种自身免疫性疾病,其中免疫细胞会破坏产生胰岛素的β细胞。这种复杂疾病的病因取决于胰腺环境中多种异质细胞类型的相互作用。在这里,我们通过单细胞转录组学提供了 24 名 T1D、自身抗体阳性和非糖尿病器官供体的胰岛单细胞图谱,使用流式细胞术对大约 80,000 个细胞、使用成像质谱流式细胞术对大约 7,000,000 个细胞和使用原位成像质谱流式细胞术对大约 1,000,000 个细胞进行了定量分析。我们开发了一种先进的综合分析策略来评估胰岛并识别典型的细胞类型。我们发现,在 T1D 供体中,一部分外分泌导管细胞获得了耐受性树突状细胞的特征,这显然是在试图进行免疫抑制。我们的多模态分析描绘了可能有助于 T1D 免疫发病机制的细胞类型和过程,并为探索和发现人类胰腺功能提供了一种综合方法。