Journal: Scientific Reports

Article Title: Single-nucleus transcriptomic profiling of the diaphragm during mechanical ventilation

doi: 10.1038/s41598-024-82530-4

Figure Lengend Snippet: Differentially expressed genes and Kyoto Encyclopedia of Genes and Genomes analysis. Volcano plots showing the top twenty up- or downregulated genes for each cell type. The red dots represent upregulated genes, and the blue dots represent downregulated genes. ( P value < 0.05, and |log2foldchange| > 0.58). Bubble plot indicating the top enriched pathways for each cell type based on KEGGpathway enrichment analysis of differentially expressed genes( www.kegg.jp/kegg/kegg1.html ). The sizes of the dots represent the number of genes included in each pathway. The colour gradient of dots represents the adjusted P values of each enriched pathway. The genes Pfkfb3 , Tbc1d1 and the insulin signaling pathway; Pdgfd and the PI3K-Akt signaling pathway; Cxcr2 and PLD, Rap1 signaling pathways; Ccl21 and chemical carcinogenesis-reactive oxygen species signaling pathway; Mef2c and the calcium signaling pathway; Negr1 and leukocyte transendothelial migration signaling pathway are labelled by the black and red bars in Panels a , b , c , d , e , and f .

Article Snippet: After the semidry blotting procedure (50 min, 90 V), the membrane was incubated for 1 h at room temperature (RT) in 5% BSA blocking solution, followed by overnight incubation on a shaker at 4 °C with primary antibodies against PFKFB3 (bs-3528R, Boster Biological Technology Co., Ltd., Wuhan, China), PDGFD (bs-24572R, Boster), CXCR2 (bs-1629R, Boster), NEGR1 (bs-11095R, Boster), SEMA3A (bs-10468R, Boster), MEF2C (bs-4130R, Boster) and β-actin (66009-1-Ig, Proteintech, Wuhan, China) as a loading control.

Techniques: Protein-Protein interactions, Migration

Journal: Scientific Reports

Article Title: Single-nucleus transcriptomic profiling of the diaphragm during mechanical ventilation

doi: 10.1038/s41598-024-82530-4

Figure Lengend Snippet: High-dimensional weighted gene coexpression network analysis (hdWGCNA). a The top left panel depicts the soft power threshold for choosing a scale-free topology model. The average connectivity of the topological network was most stable at the lowest soft threshold of 6. b Dynamic Tree Cut algorithm for gene clustering. Each leaf on the tree represents a gene, and the colour at the bottom indicates the assignment to a specific coexpression module. c Bubble plots displaying the scores obtained for eight modules in eight cell subtypes. d snRNA-seq UMAP coloured by module eigengene (ME) for eight coexpression modules. e The eight modules’ values of -log10 (Adj P value) on the Y-axis versus average log2 (fold change) on the X-axis are shown for each cell type, including endothelial cells, fibroblast 1, fibroblast 2, myocytes, neurocytes, pericytes, satellite cells and smooth muscle cells. The larger the value is, the greater the fit between the coloured module and the specific cell type. The plot shows that fibroblast 1 features a brown module, fibroblast 2 features a green module, endothelial cells feature a yellow module, and myocyte cells feature a turquoise module. f UMAP plot of the gene coexpression network with eight coloured modules and the top two hub genes labelled in each module. Nodes are coloured according to coexpression module assignment. g Hub genes in each module were identified by eigengene-based connectivity (KME). The following five hub genes associated with fibrosis were identified: Pfkfb3 and Tbc1d1 in the brown module, Pdgfd in the green module, Sema3a in the yellow module and Ryr3 in the turquoise module.

Article Snippet: After the semidry blotting procedure (50 min, 90 V), the membrane was incubated for 1 h at room temperature (RT) in 5% BSA blocking solution, followed by overnight incubation on a shaker at 4 °C with primary antibodies against PFKFB3 (bs-3528R, Boster Biological Technology Co., Ltd., Wuhan, China), PDGFD (bs-24572R, Boster), CXCR2 (bs-1629R, Boster), NEGR1 (bs-11095R, Boster), SEMA3A (bs-10468R, Boster), MEF2C (bs-4130R, Boster) and β-actin (66009-1-Ig, Proteintech, Wuhan, China) as a loading control.

Techniques:

Journal: Scientific Reports

Article Title: Single-nucleus transcriptomic profiling of the diaphragm during mechanical ventilation

doi: 10.1038/s41598-024-82530-4

Figure Lengend Snippet: Protein-protein interaction network (PPI network).We constructed nine PPI networks displaying protein-protein interactions among the related genes. The nodes represent proteins, and the edges represent the interaction strength between two proteins. The proteins PFKFB3 ( a ), PDGFD ( b ), CXCR2 ( c ), CCL21 ( d ), SEMA3A ( e ), RYR3 ( f ), MEF2C ( g ), NEGR1( h ) and TBC1D1 ( i ) which are located at the hub of the interaction network, are responsible for diaphragm fibrosis and atrophy.

Article Snippet: After the semidry blotting procedure (50 min, 90 V), the membrane was incubated for 1 h at room temperature (RT) in 5% BSA blocking solution, followed by overnight incubation on a shaker at 4 °C with primary antibodies against PFKFB3 (bs-3528R, Boster Biological Technology Co., Ltd., Wuhan, China), PDGFD (bs-24572R, Boster), CXCR2 (bs-1629R, Boster), NEGR1 (bs-11095R, Boster), SEMA3A (bs-10468R, Boster), MEF2C (bs-4130R, Boster) and β-actin (66009-1-Ig, Proteintech, Wuhan, China) as a loading control.

Techniques: Construct, Protein-Protein interactions

Journal: Scientific Reports

Article Title: Single-nucleus transcriptomic profiling of the diaphragm during mechanical ventilation

doi: 10.1038/s41598-024-82530-4

Figure Lengend Snippet: Quantitative real-time polymerase chain reaction (qRT-PCR) and Western blotting. qRT-PCR and Western blotting showing the expression of selected genes and corresponding proteins in the mechanically ventilated diaphragm and control ones. The bar graphs show the quantification of the mRNA expression of Pfkfb3 ( a ), Pdgfd ( b ), Cxcr2 ( c ), Negr1 ( d ), Sema3a ( e ), and Mef2c ( f ) normalized to that of GAPDH. Asterisks indicate significant differences ( n = 3 in each group) (* P < 0.05). Western blotting analysis of the protein expression of PFKFB3 ( g ), PDGFD ( h ), CXCR2 ( i ), NEGR1 ( j ), SEMA3A ( k ), and MEF2C ( l ) normalized to that of β-actin as a loading control.

Article Snippet: After the semidry blotting procedure (50 min, 90 V), the membrane was incubated for 1 h at room temperature (RT) in 5% BSA blocking solution, followed by overnight incubation on a shaker at 4 °C with primary antibodies against PFKFB3 (bs-3528R, Boster Biological Technology Co., Ltd., Wuhan, China), PDGFD (bs-24572R, Boster), CXCR2 (bs-1629R, Boster), NEGR1 (bs-11095R, Boster), SEMA3A (bs-10468R, Boster), MEF2C (bs-4130R, Boster) and β-actin (66009-1-Ig, Proteintech, Wuhan, China) as a loading control.

Techniques: Real-time Polymerase Chain Reaction, Quantitative RT-PCR, Western Blot, Expressing, Control