Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.
Nat Med. 2020 Mar;26(3):333-340. doi: 10.1038/s41591-020-0752-4. Epub 2020 Feb 17.
Dysregulation of the immune response to bacterial infection can lead to sepsis, a condition with high mortality. Multiple whole-blood gene-expression studies have defined sepsis-associated molecular signatures, but have not resolved changes in transcriptional states of specific cell types. Here, we used single-cell RNA-sequencing to profile the blood of people with sepsis (n = 29) across three clinical cohorts with corresponding controls (n = 36). We profiled total peripheral blood mononuclear cells (PBMCs, 106,545 cells) and dendritic cells (19,806 cells) across all subjects and, on the basis of clustering of their gene-expression profiles, defined 16 immune-cell states. We identified a unique CD14 monocyte state that is expanded in people with sepsis and validated its power in distinguishing these individuals from controls using public transcriptomic data from subjects with different disease etiologies and from multiple geographic locations (18 cohorts, n = 1,467 subjects). We identified a panel of surface markers for isolation and quantification of the monocyte state and characterized its epigenomic and functional phenotypes, and propose a model for its induction from human bone marrow. This study demonstrates the utility of single-cell genomics in discovering disease-associated cytologic signatures and provides insight into the cellular basis of immune dysregulation in bacterial sepsis.
免疫反应对细菌感染的失调可导致脓毒症,这是一种死亡率很高的疾病。多项全血基因表达研究已经定义了与脓毒症相关的分子特征,但未能解决特定细胞类型转录状态的变化。在这里,我们使用单细胞 RNA 测序对来自三个临床队列的脓毒症患者(n=29)和相应对照者(n=36)的血液进行了分析。我们对所有受试者的总外周血单核细胞(PBMC,106545 个细胞)和树突状细胞(19806 个细胞)进行了分析,并根据其基因表达谱的聚类定义了 16 种免疫细胞状态。我们鉴定了一种独特的 CD14 单核细胞状态,在脓毒症患者中扩增,并使用来自不同病因和多个地理位置(18 个队列,n=1467 名受试者)的具有不同疾病病因的受试者的公共转录组数据验证了其区分这些个体的能力。我们确定了一组用于分离和量化单核细胞状态的表面标志物,并对其表观基因组和功能表型进行了表征,并提出了其从人骨髓中诱导的模型。这项研究表明,单细胞基因组学在发现与疾病相关的细胞特征方面具有实用性,并为细菌脓毒症中免疫失调的细胞基础提供了深入了解。