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单细胞 RNA 测序分析和轨迹推断鉴定循环 CD4CD8 双阳性 T 细胞的异质性。

Heterogeneity of circulating CD4CD8 double-positive T cells characterized by scRNA-seq analysis and trajectory inference.

机构信息

Graduate Course of Translational Medicine, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea.

Transplantation Research Institute, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea.

出版信息

Sci Rep. 2022 Aug 18;12(1):14111. doi: 10.1038/s41598-022-18340-3.

Abstract

The frequency of CD4CD8 double-positive (DP) T cells is highly associated with a variety of diseases. Recently, we used high-throughput single-cell RNA sequencing to show that circulating DP T cells in cynomolgus monkeys comprise nine heterogeneous populations. To better understand the characteristics of DP T cells, we analyzed 7601 cells from a rhesus monkey and detected 14,459 genes. Rhesus monkey DP T cells comprised heterogeneous populations (naïve, Treg-, Tfh-, CCR9 Th-, Th17-, Th2-, Eomes Tr1-, CTL-, PLZF innate- and Eomes innate-like cells) with multiple potential functions. We also identified two new subsets using aggregated scRNA-seq datasets from the rhesus and the cynomolgus monkey: CCR9 Th-like cells expressing ICAM2 and ITGA1, and PLZF innate-like cells that display innate-associated gene signatures such as ZBTB16, TYROBP, MAP3K8, and KLRB1. Trajectory inference of cell differentiation status showed that most DP T cells in the rhesus monkey were found in the mid-to-late pseudotime, whereas DP T cells from the cynomolgus monkey were found in early pseudotime. This suggests that DP T cells in rhesus monkeys may exhibit more diverse differentiation states than those in cynomolgus monkeys. Thus, scRNA-seq and trajectory inference identified a more diverse subset of the circulating DP T cells than originally thought.

摘要

CD4CD8 双阳性 (DP) T 细胞的频率与多种疾病高度相关。最近,我们使用高通量单细胞 RNA 测序技术表明,食蟹猴循环中的 DP T 细胞由九个异质群体组成。为了更好地了解 DP T 细胞的特征,我们分析了来自恒河猴的 7601 个细胞,并检测到 14459 个基因。恒河猴 DP T 细胞由异质群体(幼稚、Treg-、Tfh-、CCR9 Th-、Th17-、Th2-、Eomes Tr1-、CTL-、PLZF 先天和 Eomes 先天样细胞)组成,具有多种潜在功能。我们还使用恒河猴和食蟹猴的聚合 scRNA-seq 数据集鉴定了两个新的亚群:表达 ICAM2 和 ITGA1 的 CCR9 Th 样细胞,以及显示 ZBTB16、TYROBP、MAP3K8 和 KLRB1 等先天相关基因特征的 PLZF 先天样细胞。细胞分化状态的轨迹推断表明,恒河猴的大多数 DP T 细胞处于中晚期伪时间,而食蟹猴的 DP T 细胞处于早期伪时间。这表明恒河猴 DP T 细胞可能表现出比食蟹猴更多样的分化状态。因此,scRNA-seq 和轨迹推断比最初想象的更能识别出循环 DP T 细胞的更多样化亚群。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8cb1/9388645/5e2ed68d00d4/41598_2022_18340_Fig1_HTML.jpg

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