Single cell RNA sequencing identifies IGFBP5 and QKI as ciliated epithelial cell genes associated with severe COPD

转录组 慢性阻塞性肺病 生物 基因 电池类型 细胞 基因表达谱 基因表达 基因签名 遗传学 医学 内科学
作者
Xiuying Li,Guillaume Noell,Tracy Tabib,Alyssa D. Gregory,Humberto E. Trejo Bittar,Ravi Vats,Tomasz W. Kaminski,John Sembrat,Mark E. Snyder,Divay Chandra,Kong Chen,Chunbin Zou,Yingze Zhang,Prithu Sundd,John F. McDyer,Frank C. Sciurba,Mauricio Rojas,Robert Lafyatis,Steve D. Shapiro,Rosa Faner,Toru Nyunoya
出处
期刊:Respiratory Research [Springer Nature]
卷期号:22 (1) 被引量:12
标识
DOI:10.1186/s12931-021-01675-2
摘要

Whole lung tissue transcriptomic profiling studies in chronic obstructive pulmonary disease (COPD) have led to the identification of several genes associated with the severity of airflow limitation and/or the presence of emphysema, however, the cell types driving these gene expression signatures remain unidentified.To determine cell specific transcriptomic changes in severe COPD, we conducted single-cell RNA sequencing (scRNA seq) on n = 29,961 cells from the peripheral lung parenchymal tissue of nonsmoking subjects without underlying lung disease (n = 3) and patients with severe COPD (n = 3). The cell type composition and cell specific gene expression signature was assessed. Gene set enrichment analysis (GSEA) was used to identify the specific cell types contributing to the previously reported transcriptomic signatures.T-distributed stochastic neighbor embedding and clustering of scRNA seq data revealed a total of 17 distinct populations. Among them, the populations with more differentially expressed genes in cases vs. controls (log fold change >|0.4| and FDR = 0.05) were: monocytes (n = 1499); macrophages (n = 868) and ciliated epithelial cells (n = 590), respectively. Using GSEA, we found that only ciliated and cytotoxic T cells manifested a trend towards enrichment of the previously reported 127 regional emphysema gene signatures (normalized enrichment score [NES] = 1.28 and = 1.33, FDR = 0.085 and = 0.092 respectively). Among the significantly altered genes present in ciliated epithelial cells of the COPD lungs, QKI and IGFBP5 protein levels were also found to be altered in the COPD lungs.scRNA seq is useful for identifying transcriptional changes and possibly individual protein levels that may contribute to the development of emphysema in a cell-type specific manner.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

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
刚刚
乐乐应助liu采纳,获得10
刚刚
shadow完成签到,获得积分10
1秒前
1秒前
尊敬的驳完成签到,获得积分10
2秒前
2秒前
光亮的哲瀚完成签到 ,获得积分10
3秒前
Andrew完成签到,获得积分10
3秒前
张三发布了新的文献求助10
4秒前
大葱完成签到,获得积分10
4秒前
ytolll发布了新的文献求助20
4秒前
sci_sci完成签到,获得积分20
5秒前
luoxiaoyan1927完成签到,获得积分10
5秒前
drd完成签到,获得积分10
5秒前
丘比特应助崔晗采纳,获得10
6秒前
lmwnb完成签到,获得积分10
6秒前
大气沅发布了新的文献求助10
6秒前
石夜一觞完成签到,获得积分10
7秒前
华仔应助xiuqing董采纳,获得10
7秒前
2233完成签到,获得积分10
7秒前
不吃辣活不了完成签到 ,获得积分10
7秒前
阔达的芯发布了新的文献求助10
8秒前
catch完成签到,获得积分10
8秒前
wy.he举报优秀的枕头求助涉嫌违规
9秒前
小鹿斑斑比完成签到,获得积分10
9秒前
念羽完成签到,获得积分10
9秒前
wsqg123完成签到,获得积分10
10秒前
双黄应助YY19891219采纳,获得10
10秒前
科研通AI2S应助YY19891219采纳,获得10
10秒前
情怀应助墨aizhan采纳,获得10
10秒前
郑伟李完成签到,获得积分10
11秒前
快乐寄风完成签到 ,获得积分10
11秒前
11秒前
asdfg123完成签到,获得积分10
11秒前
11秒前
carbonhan完成签到,获得积分10
12秒前
whz完成签到,获得积分10
12秒前
wanghui发布了新的文献求助10
12秒前
小不溜完成签到 ,获得积分10
13秒前
ytolll完成签到,获得积分20
13秒前
高分求助中
The late Devonian Standard Conodont Zonation 2000
Nickel superalloy market size, share, growth, trends, and forecast 2023-2030 2000
The Lali Section: An Excellent Reference Section for Upper - Devonian in South China 1500
Very-high-order BVD Schemes Using β-variable THINC Method 890
Mantiden: Faszinierende Lauerjäger Faszinierende Lauerjäger 800
PraxisRatgeber: Mantiden: Faszinierende Lauerjäger 800
A new species of Coccus (Homoptera: Coccoidea) from Malawi 500
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3257400
求助须知:如何正确求助?哪些是违规求助? 2899333
关于积分的说明 8305202
捐赠科研通 2568637
什么是DOI,文献DOI怎么找? 1395187
科研通“疑难数据库(出版商)”最低求助积分说明 652967
邀请新用户注册赠送积分活动 630755