Department of Life Sciences, Dongguk University, Seoul, 04620, Republic of Korea.
Department of Internal Medicine, Yonsei University College of Medicine, Seoul, 03722, Republic of Korea.
Comput Biol Med. 2023 Dec;167:107685. doi: 10.1016/j.compbiomed.2023.107685. Epub 2023 Nov 10.
Chronic obstructive pulmonary disease (COPD) is a respiratory disease characterized by airflow limitation and chronic inflammation of the lungs that is a leading cause of death worldwide. Since the complete pathological mechanisms at the single-cell level are not fully understood yet, an integrative approach to characterizing the single-cell-resolution landscape of COPD is required. To identify the cell types and mechanisms associated with the development of COPD, we conducted a meta-analysis using three single-cell RNA-sequencing datasets of COPD. Among the 154,011 cells from 16 COPD patients and 18 healthy subjects, 17 distinct cell types were observed. Of the 17 cell types, monocytes, mast cells, and alveolar type 2 cells (AT2 cells) were found to be etiologically implicated in COPD based on genetic and transcriptomic features. The most transcriptomically diversified states of the three etiological cell types showed significant enrichment in immune/inflammatory responses (monocytes and mast cells) and/or mitochondrial dysfunction (monocytes and AT2 cells). We then identified three chemical candidates that may potentially induce COPD by modulating gene expression patterns in the three etiological cell types. Overall, our study suggests the single-cell level mechanisms underlying the pathogenesis of COPD and may provide information on toxic compounds that could be potential risk factors for COPD.
慢性阻塞性肺疾病(COPD)是一种以气流受限和肺部慢性炎症为特征的呼吸系统疾病,是全球主要的死亡原因。由于尚未完全了解单细胞水平的完整病理机制,因此需要采用综合方法来描述 COPD 的单细胞分辨率图谱。为了确定与 COPD 发展相关的细胞类型和机制,我们使用 COPD 的三个单细胞 RNA 测序数据集进行了荟萃分析。在来自 16 名 COPD 患者和 18 名健康受试者的 154011 个细胞中,观察到了 17 种不同的细胞类型。在这 17 种细胞类型中,根据遗传和转录组特征,发现单核细胞、肥大细胞和肺泡 2 型细胞(AT2 细胞)与 COPD 的发病机制有关。三种发病细胞类型中三种转录组多样化状态最明显的是免疫/炎症反应(单核细胞和肥大细胞)和/或线粒体功能障碍(单核细胞和 AT2 细胞)。然后,我们确定了三种化学候选物,它们可能通过调节三种发病细胞类型中的基因表达模式而潜在地诱导 COPD。总的来说,我们的研究表明了 COPD 发病机制的单细胞水平机制,并可能为可能是 COPD 潜在危险因素的有毒化合物提供信息。