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,Hai‐Xia Fu,Peng Zhao,Jin Lei 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
刘敏发布了新的文献求助10
刚刚
刚刚
1秒前
陈千里完成签到 ,获得积分10
1秒前
1秒前
MOMO完成签到,获得积分10
1秒前
1秒前
Jason完成签到,获得积分10
1秒前
领导范儿的应助被xo80采纳,获得10
2秒前
2秒前
小辣条完成签到,获得积分10
2秒前
清河月廿完成签到,获得积分20
2秒前
2秒前
充电宝的应助被尹口采纳,获得10
2秒前
准静止锋发布了新的文献求助10
3秒前
han完成签到,获得积分20
3秒前
charles发布了新的文献求助30
3秒前
李健的应助被小苦瓜采纳,获得10
3秒前
dwwww完成签到 ,获得积分10
3秒前
彭于晏的应助被孙月林采纳,获得10
4秒前
高欢发布了新的文献求助10
4秒前
大模型的应助被白露为霜采纳,获得150
4秒前
4秒前
ALONE完成签到,获得积分10
5秒前
DWRH发布了新的文献求助10
5秒前
5秒前
领导范儿的应助被hechunmei采纳,获得10
5秒前
6秒前
6秒前
宋佳珍完成签到,获得积分10
6秒前
IF>100完成签到,获得积分10
6秒前
6秒前
123发布了新的文献求助10
6秒前
顾矜的应助被可可西里采纳,获得10
6秒前
daihuan发布了新的文献求助10
6秒前
NexusExplorer的应助被lzt采纳,获得10
7秒前
东郭一斩发布了新的文献求助10
7秒前
贾瑞瑞发布了新的文献求助10
7秒前
KurisuMakise完成签到,获得积分10
7秒前
lllllll完成签到,获得积分10
8秒前
高分求助中
(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
Energie-Contracting 1500
Spec 401: Standards for Jet Fuel Facility and Equipment Commissioning and Flushing at Airports, 2026.1 (Original Issue) 1000
Spec 103: Standard for Jet Fuel Quality Control at Airports, Revision 2026.1 1000
Mathematical models in hydrology 1000
Klimaschutzrecht durch den Energiesektor im Mehrebenensystem – Ein Rechtsvergleich 1000
Erzählte Gnade 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 计算机科学 工程类 有机化学 化学工程 生物化学 物理 复合材料 内科学 催化作用 光电子学 人工智能 细胞生物学 无机化学 物理化学 数学
热门帖子
关注 科研通微信公众号,转发送积分 8087351
求助须知:如何正确求助?哪些是违规求助? 9500773
关于积分的说明 21422136
捐赠科研通 7658871
什么是DOI,文献DOI怎么找? 3403680
关于科研通互助平台的介绍 2532410
邀请新用户注册赠送积分活动 2442073