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痰液细胞转录组的单细胞RNA测序分析揭示了促成哮喘发病机制的信号通路和通讯网络。

Single-cell RNA Sequencing Analysis of Sputum Cell Transcriptomes Reveals Pathways and Communication Networks That Contribute to the Pathogenesis of Asthma.

作者信息

Yan Xiting, Liu Qing, Adams Taylor, Schupp Jonas, Li Sihan, Huang Stark, Grant Nicole, Wilson Gabriella, Gomez Jose, Cohn Lauren, Kaminski Naftali, Weiss Scott T, Tantisira Kelan, Chupp Geoffrey L

出版信息

bioRxiv. 2025 Apr 5:2025.03.31.646405. doi: 10.1101/2025.03.31.646405.

Abstract

BACKGROUND

Asthma is driven by complex interactions amongst structural airway cells, cells of the immune system, and the environmental. While sputum cell characterization has been instrumental in studying asthma pathogenesis and refining treatment strategies, the nuances of cellular transcriptomes and intercellular communication in asthmatic sputum remain poorly understood.

METHODS

We employed single-cell RNA sequencing to analyze cells isolated form the sputum from 16 asthma patients and 8 non-asthmatic controls. Cell identities were established using curated marker genes and SingleR annotation. We compared cell-specific gene expression and communication networks between asthmatic and control groups, correlating findings with distinct pathways that were dysregulated in asthma.

FINDINGS

37,565 cellular transcriptomes were captured and analyzed. 15 distinct cell populations were identified, including various macrophages, monocytes, dendritic cells, and lymphocytes, along with rare cell types such as mast cells, innate lymphoid cells, bronchial epithelial cells, and eosinophils. Intercellular communication analysis indicated heightened signaling activity in asthma compared to controls, particularly in CD4+ T cells and dendritic cells which exhibited the most significant increases in RNA expression of outgoing signaling molecules. Notably, the ADAM12-SDC4 and CCL22-CCR4 ligand-receptor pathways demonstrated the strongest shifts between asthma and control subjects, particularly between dendritic cells and CD4 lymphocytes.

INTERPRETATION

SC RNA seq profiling the asthma cellular transcriptome analysis of sputum highlights both innate and adaptive immune mechanisms that are significantly amplified in asthma. The elevated expression of ADAM12-SCD4 and CCL22-CC4 point to their critical role in asthma pathogenesis, suggesting potential avenues for targeted therapies and improved management of this chronic condition.

RESEARCH IN CONTEXT

Asthma is a chronic inflammatory disease of the airways driven by intricate interactions between airway structural and immune cells. Previous transcriptomic studies have focused on bulk RNA samples from the airway, leaving significant gaps in our understanding of the cellular dynamics that characterize the disease. This study pioneers the use of single-cell RNA sequencing on sputum samples from patients with asthma, revealing a detailed landscape of cell phenotypes and dynamic communication patterns that distinguish asthmatic individuals from those without the disease. Notably, heightened intercellular communication was observed in asthma, particularly between CD4+ T cells and dendritic cells, confirming that there is a robust network of interactions between immune and structural cells. The notable increase of ADAM12-CCR4 communication from dendritic cells to other cell populations further emphasizes the dysregulation present in asthma. Our transcriptomic profiling illuminates distinct and amplified communication pathways involving CD4+ T cells and dendritic cells, aligning with established paradigms of both adaptive and innate immune responses in asthma pathogenesis. The identification of ADAM12 and CCR4 pathway dysregulation adds a critical layer to our understanding of the molecular mechanisms underpinning asthma, paving the way for potential therapeutic targets and personalized treatment strategies. Single cell profiling of the sputum has the capacity to characterize the breadth of cellular phenotypes, their functional status, and the communication in the airway at a level not previously attainable.

摘要

背景

哮喘是由气道结构细胞、免疫系统细胞和环境之间的复杂相互作用所驱动的。虽然痰液细胞特征分析在研究哮喘发病机制和完善治疗策略方面发挥了重要作用,但哮喘痰液中细胞转录组和细胞间通讯的细微差别仍知之甚少。

方法

我们采用单细胞RNA测序技术,分析了从16例哮喘患者和8例非哮喘对照者的痰液中分离出的细胞。使用精心挑选的标记基因和SingleR注释来确定细胞类型。我们比较了哮喘组和对照组之间细胞特异性基因表达和通讯网络,并将研究结果与哮喘中失调的不同途径相关联。

研究结果

共捕获并分析了37,565个细胞转录组。鉴定出15种不同的细胞群,包括各种巨噬细胞、单核细胞、树突状细胞和淋巴细胞,以及罕见的细胞类型,如肥大细胞、固有淋巴细胞、支气管上皮细胞和嗜酸性粒细胞。细胞间通讯分析表明,与对照组相比,哮喘患者的信号传导活性增强,特别是在CD4+T细胞和树突状细胞中,它们在传出信号分子的RNA表达上增加最为显著。值得注意的是,ADAM12-SDC4和CCL22-CCR4配体-受体途径在哮喘患者和对照者之间表现出最显著的变化,特别是在树突状细胞和CD4淋巴细胞之间。

解读

对哮喘痰液进行单细胞RNA测序分析突出了先天性和适应性免疫机制在哮喘中显著增强。ADAM12-SCD4和CCL22-CC4的表达升高表明它们在哮喘发病机制中起关键作用,为这种慢性病的靶向治疗和改善管理提供了潜在途径。

研究背景

哮喘是一种气道慢性炎症性疾病,由气道结构和免疫细胞之间的复杂相互作用所驱动。以往的转录组学研究主要集中在气道的大量RNA样本上,这使得我们对该疾病特征性细胞动态变化的理解存在重大空白。本研究率先对哮喘患者的痰液样本进行单细胞RNA测序,揭示了将哮喘患者与非哮喘患者区分开来的细胞表型和动态通讯模式的详细情况。值得注意的是,在哮喘中观察到细胞间通讯增强,特别是在CD4+T细胞和树突状细胞之间,证实了免疫细胞和结构细胞之间存在强大的相互作用网络。从树突状细胞到其他细胞群的ADAM12-CCR4通讯显著增加,进一步强调了哮喘中存在的失调。我们的转录组分析揭示了涉及CD4+T细胞和树突状细胞的独特且增强的通讯途径,与哮喘发病机制中既定的适应性和先天性免疫反应范式一致。ADAM12和CCR4途径失调的鉴定为我们理解哮喘的分子机制增加了关键层面,为潜在治疗靶点和个性化治疗策略铺平了道路。痰液的单细胞分析能够以前所未有的水平表征细胞表型的广度、它们的功能状态以及气道中的通讯情况。

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