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

dc.contributor.author
Li, Xiuying
dc.contributor.author
Noell, Guillaume
dc.contributor.author
Tracy, Tabib
dc.contributor.author
Gregory, Alyssa D.
dc.contributor.author
Trejo Bittar, Humberto E.
dc.contributor.author
Vats, Ravi
dc.contributor.author
Kaminski, Tomasz W.
dc.contributor.author
Sembrat, John
dc.contributor.author
Snyder, M
dc.contributor.author
Chandra, Divay
dc.contributor.author
Chen, Kong
dc.contributor.author
Zou, Chunbin
dc.contributor.author
Zhang, Yingze
dc.contributor.author
Sundd, Prithu
dc.contributor.author
McDyer, John F.
dc.contributor.author
Sciurba, Frank
dc.contributor.author
Rojas, Mauricio
dc.contributor.author
Lafyatis, Robert
dc.contributor.author
Shapiro, Steve D.
dc.contributor.author
Faner, Rosa
dc.contributor.author
Nyunoya, Toru
dc.date.issued
2022-06-14T17:53:51Z
dc.date.issued
2022-06-14T17:53:51Z
dc.date.issued
2021-04-07
dc.date.issued
2022-06-14T17:53:51Z
dc.identifier
1465-993X
dc.identifier
https://hdl.handle.net/2445/186643
dc.identifier
719196
dc.description.abstract
Background: Whole lung tissue transcriptomic profling studies in chronic obstructive pulmonary disease (COPD) have led to the identifcation of several genes associated with the severity of airfow limitation and/or the presence of emphysema, however, the cell types driving these gene expression signatures remain unidentifed. Methods: To determine cell specifc 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 specifc gene expression signature was assessed. Gene set enrichment analysis (GSEA) was used to identify the specifc cell types contributing to the previously reported transcriptomic signatures. Results: T-distributed stochastic neighbor embedding and clustering of scRNA seq data revealed a total of 17 distinct populations. Among them, the populations with more diferentially 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 signifcantly 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. Conclusions: 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 specifc manner. Keywords: Single cell RNA-seq, COPD, Cigarette smoke
dc.format
13 p.
dc.format
application/pdf
dc.language
eng
dc.publisher
BioMed Central
dc.relation
Reproducció del document publicat a: https://doi.org/10.1186/s12931-021-01675-2
dc.relation
Respiratory Research, 2021, vol. 22, num. 2021, p. 100-112
dc.relation
https://doi.org/10.1186/s12931-021-01675-2
dc.rights
cc-by (c) Li, Xiuying et al., 2021
dc.rights
https://creativecommons.org/licenses/by/4.0/
dc.rights
info:eu-repo/semantics/openAccess
dc.source
Articles publicats en revistes (Biomedicina)
dc.subject
Hàbit de fumar
dc.subject
Malalties pulmonars obstructives cròniques
dc.subject
RNA
dc.subject
Smoking
dc.subject
Chronic obstructive pulmonary diseases
dc.subject
RNA
dc.title
Single cell RNA sequencing identifies IGFBP5 and QKI as ciliated epithelial cell genes associated with severe COPD
dc.type
info:eu-repo/semantics/article
dc.type
info:eu-repo/semantics/publishedVersion


Ficheros en el ítem

FicherosTamañoFormatoVer

No hay ficheros asociados a este ítem.