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.

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
wenbinvan完成签到,获得积分0
刚刚
墨z完成签到 ,获得积分10
1秒前
2秒前
waswas完成签到,获得积分10
3秒前
雪上一枝蒿完成签到,获得积分10
3秒前
光亮君浩发布了新的文献求助10
5秒前
6秒前
Yivano完成签到 ,获得积分10
7秒前
okra发布了新的文献求助10
12秒前
Tonald Yang完成签到 ,获得积分20
12秒前
语嘘嘘完成签到,获得积分10
12秒前
地表飞猪完成签到,获得积分0
14秒前
kathy发布了新的文献求助10
18秒前
liuyf完成签到 ,获得积分10
19秒前
李健应助科研渣渣采纳,获得10
25秒前
okra完成签到,获得积分20
25秒前
宋宋syi完成签到 ,获得积分10
28秒前
地球发布了新的文献求助10
30秒前
上官若男应助kathy采纳,获得10
31秒前
凉拌冰阔落完成签到 ,获得积分10
31秒前
铁医医农完成签到 ,获得积分10
31秒前
孟祥合完成签到,获得积分10
32秒前
慕青应助okra采纳,获得10
32秒前
亚亚完成签到 ,获得积分10
33秒前
胖胖完成签到 ,获得积分0
44秒前
收皮皮完成签到 ,获得积分10
44秒前
genova完成签到,获得积分10
48秒前
50秒前
忧虑的花卷完成签到,获得积分10
59秒前
科研强完成签到,获得积分10
1分钟前
1分钟前
1分钟前
现代的代丝完成签到,获得积分10
1分钟前
科研通AI2S应助Bin_Liu采纳,获得10
1分钟前
1分钟前
甘sir完成签到 ,获得积分0
1分钟前
弃医从个啥完成签到,获得积分10
1分钟前
雪城完成签到,获得积分10
1分钟前
要减肥的冥完成签到,获得积分10
1分钟前
让我再眯一会儿完成签到 ,获得积分10
1分钟前
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
The Organometallic Chemistry of the Transition Metals 800
Chemistry and Physics of Carbon Volume 18 800
The Organometallic Chemistry of the Transition Metals 800
The formation of Australian attitudes towards China, 1918-1941 640
Signals, Systems, and Signal Processing 610
全相对论原子结构与含时波包动力学的理论研究--清华大学 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 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6440926
求助须知:如何正确求助?哪些是违规求助? 8254788
关于积分的说明 17572230
捐赠科研通 5499201
什么是DOI,文献DOI怎么找? 2900113
邀请新用户注册赠送积分活动 1876725
关于科研通互助平台的介绍 1716941