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单细胞转录组图谱和全基因组孟德尔随机化揭示趋化因子参与2型糖尿病多种免疫细胞的过程。

Single-cell transcriptome atlas and genome-wide Mendelian randomization reveal chemokine involvement in diverse immune cells in type 2 diabetes.

作者信息

Liu Yang, Wang Tao, Wu Rong, Gao Jiapeng, Cai Jiexun, Huo Lixia, Li Xiaoyu, Li Jingwen, Wang Jue, Wang Zhen, Wang Xiaoyi, Yao Yunliang

机构信息

Huzhou Key Laboratory of Chronic Kidney Disease, First Affiliated Hospital, Huzhou University, Huzhou, China.

School of Medicine & Nursing, Huzhou University, Huzhou, China.

出版信息

Int J Obes (Lond). 2025 Jul 20. doi: 10.1038/s41366-025-01846-x.

DOI:10.1038/s41366-025-01846-x
PMID:40684027
Abstract

BACKGROUND

Chemokine-driven immune dysregulation is increasingly recognized as a hallmark of T2D pathogenesis(T2D), where insulin resistance and metabolic stressors drive chronic inflammation. While chemokine cascades are hypothesized to mediate diabetic immunopathology, causal mediators remain undefined.

METHODS

We employed Mendelian Randomization (MR) of genome-wide association studies to identify causal inflammatory mediators, serological validation in streptozotocin-induced murine T2D models, and single-cell RNA sequencing (scRNA-seq) of peripheral blood mononuclear cells (PBMC) to map immune cell heterogeneity and intercellular communication networks.

RESULTS

MR prioritized IFN-γ, CCL7, MIF, and CXCL9 as genetically supported T2D effectors. Murine validation confirmed CCL7 and MIF as robust circulating mediators. scRNA-seq revealed compartment-specific chemokine receptor dynamics (CCR4/5/6, CXCR3/4/5, CX3CR1), dominated by enhanced CCL5-CCR5 and CCL6-CCR2 crosstalk.

CONCLUSION

This work establishes a systems-level framework for chemokine signaling in T2D immunopathogenesis, identifying nodal regulators of immune crosstalk as potential therapeutic vulnerabilities.

摘要

背景

趋化因子驱动的免疫失调日益被认为是2型糖尿病(T2D)发病机制的一个标志,其中胰岛素抵抗和代谢应激源会引发慢性炎症。虽然推测趋化因子级联反应介导糖尿病免疫病理学,但因果介质仍不明确。

方法

我们采用全基因组关联研究的孟德尔随机化(MR)来确定因果性炎症介质,在链脲佐菌素诱导的小鼠T2D模型中进行血清学验证,并对外周血单核细胞(PBMC)进行单细胞RNA测序(scRNA-seq)以绘制免疫细胞异质性和细胞间通信网络。

结果

MR将干扰素-γ、CCL7、巨噬细胞移动抑制因子(MIF)和CXCL9列为有遗传学依据的T2D效应因子。小鼠验证证实CCL7和MIF是强大的循环介质。scRNA-seq揭示了特定区室的趋化因子受体动态变化(CCR4/5/6、CXCR3/4/5、CX3CR1),主要表现为CCL5-CCR轴和CCL6-CCR2串扰增强。

结论

这项工作建立了一个T2D免疫发病机制中趋化因子信号传导的系统水平框架,确定免疫串扰的节点调节因子为潜在的治疗靶点。

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本文引用的文献

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Inhibition of CCL7 improves endothelial dysfunction and vasculopathy in mouse models of diabetes mellitus.抑制 CCL7 可改善糖尿病小鼠模型的内皮功能障碍和血管病变。
Sci Transl Med. 2024 Sep 4;16(763):eadn1507. doi: 10.1126/scitranslmed.adn1507.
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Circulating inflammatory cytokines and gestational diabetes mellitus: Unraveling the role of macrophage migration inhibitory factor (MIF) through a bidirectional mendelian randomization study.循环炎症细胞因子与妊娠糖尿病:通过双向孟德尔随机研究揭示巨噬细胞移动抑制因子(MIF)的作用。
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Exploring causal association between circulating inflammatory cytokines and functional outcomes following ischemic stroke: A bidirectional Mendelian randomization study.探讨缺血性脑卒中后循环炎症细胞因子与功能结局之间的因果关系:一项双向孟德尔随机化研究。
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