| Literature DB >> 33795322 |
Stephen Milne1,2,3,4, Xuan Li1,4, Chen Xi Yang1, Fernando Sergio Leitao Filho1,2, Ana I Hernández Cordero1, Cheng Wei Tony Yang1,5, Tawimas Shaipanich2, Stephan F van Eeden1,2, Janice M Leung1,2, Stephen Lam6,7, Don D Sin1,2.
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Year: 2021 PMID: 33795322 PMCID: PMC8015643 DOI: 10.1183/13993003.00130-2021
Source DB: PubMed Journal: Eur Respir J ISSN: 0903-1936 Impact factor: 16.671
FIGURE 1Bronchial epithelial cell (BEC) gene expression in the DISARM study. Gene expression in BECs collected during bronchoscopy before and after treatment was determined by RNA-sequencing (Illumina NextSeq 500; Illumina, San Diego, CA, USA) with paired-end 42×42 bp reads). Sequencing data were aligned to GENCODE genome reference assembly GRCh37 release 31 using Salmon. Low-abundance genes (log2 counts per million (log2CPM) <1 or transcripts per million (TPM) <2 in >80% of the samples) were filtered out, leaving a total of 15 667 genes. a) Box plots showing pre- to post-treatment change in expression (Δlog2CPM) of ACE2 (encodes the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) receptor) and ADAM17 (encodes a metalloproteinase that cleaves the angiotensin-converting enzyme (ACE)2 protein and facilitates endocytosis of the ACE2–SARS-CoV-2 complex). Only participants with both pre- and post-treatment gene expression data available are shown (54 out of 63 randomised participants). Between-group comparisons were by Wilcoxon rank-sum test. *: p<0.05, ***: p<0.001. b) Heat map of pre- to post-treatment change in gene expression (median Δlog2CPM) of genes with at least one significant between-group Wilcoxon rank-sum test at false discovery rate (FDR) <0.1 (977 out of the 15 667 total genes). Columns represent single genes, and are arranged using hierarchical clustering (“aheatmap” function in the NMF packing in R). Treatment with formoterol (FOR)/budesonide (BUD) and salmeterol (SAL)/fluticasone (FLU) tended to have the opposite direction of effect on gene expression compared to treatment with FOR, suggesting a class effect of inhaled corticosteroids (ICS) on the expression of these genes. Additionally, each plotted gene was annotated according to its membership of a SARS-CoV-2-related gene co-expression module determined by weighted gene correlation network analysis (WGCNA) of pre-treatment expression (as log2(TPM+1), soft threshold power β=6, minimum module size 50 genes). ICS treatment tended to decrease the expression of genes that are co-expressed with ACE2 and ADAM17/FURIN, whereas genes co-expressed with TMPRSS2 and BSG tended to be upregulated by ICS treatment. ns: nonsignificant.