单细胞RNA测序荟萃分析揭示了基于趋化因子的细胞通讯的免疫疾病对话。

IF 2.3
Frontiers in systems biology Pub Date : 2024-12-12 eCollection Date: 2024-01-01 DOI:10.3389/fsysb.2024.1466368
Mouly F Rahman, Andre H Kurlovs, Munender Vodnala, Elamaran Meibalan, Terry K Means, Nima Nouri, Emanuele de Rinaldis, Virginia Savova
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引用次数: 0

摘要

免疫介导的疾病以异常免疫反应为特征,对全球健康构成重大挑战。在炎症性疾病和自身免疫性疾病中,由组织驻留的免疫细胞和非免疫细胞介导的失调免疫反应沉淀慢性炎症和组织损伤,并通过外周免疫细胞外渗到组织中而放大。趋化因子受体是协调免疫细胞迁移的关键,但破译跨细胞类型、疾病和组织的信号编码仍然是一个开放的挑战。为了描述免疫细胞迁移中涉及的疾病特异性细胞-细胞通讯,我们对不同免疫疾病和组织中公开可用的单细胞RNA测序(scRNA-seq)数据进行了荟萃分析。我们的综合分析涵盖了影响主要器官的多种免疫疾病:特应性皮炎和牛皮癣(皮肤)、慢性阻塞性肺病和特发性肺纤维化(肺)、溃疡性结肠炎(结肠)、IgA肾病和狼疮肾炎(肾)。通过询问配体-受体(L-R)相互作用、细胞比例的改变和差异基因表达,我们揭示了参与趋化性和外渗的疾病特异性和共同的细胞-细胞通讯,以阐明组织和疾病之间的共同免疫反应。此外,我们对两种尚未充分研究的细胞-细胞通信进行了实验验证。从这项荟萃分析中收集到的见解为靶向治疗的发展带来了希望,这些靶向治疗旨在调节免疫细胞迁移,以减轻炎症和组织损伤。这种在单细胞分辨率上对免疫细胞动力学的细微理解为免疫疾病管理中的精准医学开辟了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Immune disease dialogue of chemokine-based cell communications as revealed by single-cell RNA sequencing meta-analysis.

Immune-mediated diseases are characterized by aberrant immune responses, posing significant challenges to global health. In both inflammatory and autoimmune diseases, dysregulated immune reactions mediated by tissue-residing immune and non-immune cells precipitate chronic inflammation and tissue damage that is amplified by peripheral immune cell extravasation into the tissue. Chemokine receptors are pivotal in orchestrating immune cell migration, yet deciphering the signaling code across cell types, diseases and tissues remains an open challenge. To delineate disease-specific cell-cell communications involved in immune cell migration, we conducted a meta-analysis of publicly available single-cell RNA sequencing (scRNA-seq) data across diverse immune diseases and tissues. Our comprehensive analysis spanned multiple immune disorders affecting major organs: atopic dermatitis and psoriasis (skin), chronic obstructive pulmonary disease and idiopathic pulmonary fibrosis (lung), ulcerative colitis (colon), IgA nephropathy and lupus nephritis (kidney). By interrogating ligand-receptor (L-R) interactions, alterations in cell proportions, and differential gene expression, we unveiled disease-specific and common cell-cell communications involved in chemotaxis and extravasation to shed light on shared immune responses across tissues and diseases. Further, we performed experimental validation of two understudied cell-cell communications. Insights gleaned from this meta-analysis hold promise for the development of targeted therapeutics aimed at modulating immune cell migration to mitigate inflammation and tissue damage. This nuanced understanding of immune cell dynamics at the single-cell resolution opens avenues for precision medicine in immune disease management.

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