High Dimensional Single-Cell Profiling Identifies Immune and Metabolic Heterogeneity in Immune Thrombocytopenia

质量细胞仪 免疫系统 CD8型 免疫学 流式细胞术 T细胞 生物 细胞毒性T细胞 医学 表型 体外 遗传学 基因
作者
Liping Yang,Haixia Fu,Peng Zhao,Jin Wu,Qiu-Sha Huang,Yuanyuan Zhang,Jun Kong,Zhidong Wang,Jing Liu,Kai‐Yan Liu,Xiao Jun Huang,Xiaohui Zhang
出处
期刊:Blood [Elsevier BV]
卷期号:142 (Supplement 1): 2585-2585
标识
DOI:10.1182/blood-2023-185457
摘要

Introduction Primary immune thrombocytopenia (ITP) is an autoimmune disease characterized by excessive platelet destruction and decreased platelet production. Ongoing efforts to characterize the pathophysiology of ITP have yielded certain insights, but the details of the immune and metabolic characteristics of the disease remain elusive. Tacrolimus has been demonstrated to be a promising therapeutic option for ITP patients in our previous report ( 63rd ASH, 2021), but the mechanisms are incompletely understood. Methods A total of 15 patients diagnosed with ITP and 8 healthy control (HC) individuals were enrolled between March and July 2023 in this study. Peripheral blood from ITP patients was collected at two time points: when admitted to the cohort without previous tacrolimus treatment and when receiving tacrolimus treatment for at least 28 days. We employed mass cytometry (cytometry by time-of-flight, CyTOF) with a panel of 27 phenotypic, 7 metabolic, and 8 functional markers to explore the immune landscape, metabolic characteristics, and phosphorylated signaling states at single-cell resolution. Additionally, a 10x Genomics platform was applied to perform single-cell RNA sequencing (scRNA-seq). Primary findings from our transcriptomic and proteomic analyses were further confirmed and extended by flow cytometry and RT-PCR. Results Using t-distributed stochastic neighbor embedding, a CyTOF panel of 42 markers partitioned the 32 clusters into 7 subsets (CD4+ T cells, CD8+ T cells, B cells, NK cells, monocytes/macrophages, dendritic cells, and γδ T cells). Quantification of immune cell distribution across cell clusters showed a relatively higher level of CD8+ T cells and lower CD4+:CD8+ T-cell ratios in the patients with ITP than in the HC individuals. Additionally, the proportion of NK cells was significantly lower in patients than in control individuals. With further investigation of CD4+ and CD8+ T cells, we observed a decrease of naïve T cells and Treg cells and skewed accumulation of Th1 cells and Tc1 cells in patients with ITP relative to HC individuals. We further investigated the metabolic and functional status of T cells with CyTOF. One-carbon metabolism (MTHFD2 and SHMT2) was found to be elevated in Th1 cells from ITP patients compared with those from HC individuals. Based on CyTOF analysis as well as flow cytometry validation, a subgroup of Th1 cells with elevated ERK1/2 phosphorylation and MTHFD2 expression was speculated to be associated with the pathogenesis of ITP. A longitudinal study demonstrated that the dysregulated immune subset exhibited HC-like expression after treatment with tacrolimus. To gain further insights into the molecular characteristics of immune cell subsets and metabolic status that are differentially expanded in ITP patients, we performed scRNA-seq analysis on peripheral blood mononuclear cell (PBMC) isolated from 5 ITP patients pre- or posttreatment with tacrolimus and 3 HC individuals. Similar to the CyTOF data, a relative increase in Th1 cells and memory T cells and a reduction in naïve T cells and Treg cells were found in the ITP patient group compared with the HC group. Among the 9 subclustered T-lineage cell types, the CD4+ CXCR3+ IFNγ+ Th1 cells with functional pathways such as TCR pathway activation, IL-17 signaling pathway, and MAPK signaling pathway draw our attention. Next, we examined the metabolic status of immune cells of ITP patients to elucidate the underlying mechanisms of dysfunction of immune cells. Our analysis suggested that aberrant metabolism including glucose metabolism, nucleotide metabolism, and one-carbon metabolism caused by Th1 cells were involved in the dysregulated immune response in ITP. Moreover, ITP patients had elevated levels of metabolic checkpoints (mTOR, HIF-1α, and c-Myc) and low expression of immune checkpoint regulators (CTLA4, TIM3, and LAG3) in Th1 cells. Patients who recovered from tacrolimus treatment had a lower proportion of Th1 cells and lower expression levels of metabolic enzymes than nonresponsive patients. Conclusion Using integrated single-cell proteomic and transcriptomic profiling, this study depicts the broad immune and metabolic landscape of PBMC from ITP patients. In particular, our data unveil that inflammatory Th1 cells play a critical role in the pathophysiology of ITP and suggest a novel therapeutic opportunity of tacrolimus towards reprogramming immune metabolism.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
tt发布了新的文献求助10
1秒前
2秒前
vail11完成签到,获得积分10
4秒前
5秒前
6秒前
senli2018发布了新的文献求助10
6秒前
天天快乐应助ZhouJing采纳,获得10
6秒前
科研通AI6.2应助senli2018采纳,获得10
7秒前
打打应助大大怪采纳,获得30
7秒前
7秒前
8秒前
缥缈听白完成签到,获得积分10
9秒前
俊逸白萱发布了新的文献求助10
10秒前
10秒前
1123AS发布了新的文献求助10
11秒前
大气的问晴发布了新的文献求助150
11秒前
12秒前
12秒前
少卿发布了新的文献求助10
13秒前
13秒前
mumu发布了新的文献求助10
13秒前
14秒前
可可发布了新的文献求助10
15秒前
16秒前
慕青应助zxy采纳,获得10
17秒前
Tourist应助震动的嘉懿采纳,获得30
18秒前
Starry发布了新的文献求助10
19秒前
Tourist应助震动的嘉懿采纳,获得30
19秒前
19秒前
大大怪发布了新的文献求助30
19秒前
21秒前
ZhouJing发布了新的文献求助10
21秒前
小蘑菇应助shanshan采纳,获得10
21秒前
慕青应助yuan采纳,获得10
21秒前
沉毅留下了新的社区评论
21秒前
23秒前
爆米花应助刻苦耷采纳,获得10
24秒前
zj发布了新的文献求助10
24秒前
25秒前
在水一方应助耍酷问兰采纳,获得10
27秒前
高分求助中
Markov Chain Monte Carlo 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Common Foundations of American and East Asian Modernisation: From Alexander Hamilton to Junichero Koizumi 5000
Pediatric Dermoscopy Trichoscopy & Onychoscopy 2030
Matrix Methods in Data Mining and Pattern Recognition Second Edition 610
Handbuch Trainingswissenschaft – Trainingslehre 500
Additive Manufacturing Design and Applications (ASM Handbook, Volume 24A) 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7576578
求助须知:如何正确求助?哪些是违规求助? 9156162
关于积分的说明 19587874
捐赠科研通 7160479
什么是DOI,文献DOI怎么找? 3265037
关于科研通互助平台的介绍 2430187
邀请新用户注册赠送积分活动 2255662