Transcriptomic analysis reveals lipid metabolism and macrophage involvement associated with nintedanib treatment in a rat bleomycin model
Bonatti, M.; Pitozzi, V.; Caruso, P.; Pontis, S.; Pittelli, M. G.; Frati, C.; Madeddu, D.; Quaini, F.; Lagrasta, C. A. M.; Minato, I.; Bocchi, E.; Civelli, M.; Villetti, G.; Trevisani, M.; Montanini, B.
Show abstract
INTRODUCTIONIdiopathic pulmonary fibrosis (IPF) is a progressive and irreversible lung disease with a poor prognosis. While pirfenidone and nintedanib offer some benefits, they cannot cure IPF. Nintedanib inhibits various proliferative pathways and has antifibrotic effects, but its molecular mechanisms and impact on the lung transcriptome in vivo remain unclear. This study aims to evaluate nintedanibs transcriptomic profile in a rat model of bleomycin-induced lung fibrosis. METHODOLOGY/PRINCIPAL FINDINGSLung fibrosis was induced by two intratracheal administrations of bleomycin. Nintedanib protocol included three weeks of daily oral treatments beginning seven days after the first bleomycin dose. Left lungs were processed for histological evaluation using an automated fibrosis quantification system and the Ashcroft Score, while the right lungs were used for RNA sequencing to conduct differential expression and correlation network analysis (WGCNA). WGCNA modules were examined by cell and pathway enrichment analysis. Lipid peroxidation was assessed through the measurement of malondialdehyde in right lung lysates. Bleomycin induced significant fibrotic lesions, as confirmed by the histological evaluations. Nintedanib reduced fibrotic lesion size by about 15% and decreased severe Ashcroft scores. When compared to controls, the number of differentially expressed genes decreased from over 2000 to barely more than 400 after nintedanib treatment. WGCNA identified two gene clusters correlated to histological parameters, with nintedanib-treated animals showing gene expression levels similar to control animals. One cluster was associated with mesenchymal cells and extracellular matrix-related pathways, in line with the known anti-fibrotic effect of nintedanib. The second cluster, involving principally macrophages, was related to lipid metabolism, potentially uncovering a new mechanistic role of nintedanib in modulating lung fibrosis. CONCLUSIONS/SIGNIFICANCEThe mechanisms involving macrophages and lipid metabolism, influenced by nintedanib in this study, may open new research directions to better inquire the role of this cellular type in tissue repair and pathological lung fibrosis.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- A consideration of publication-derived immune-related associations in Coronavirus and related lung damaging diseases 91%
- Vibrational Spectroscopy Identifies Myocardial Chemical Modifications in Heart Failure with Preserved Ejection Fraction 90%
- Integration of Machine Learning to Identify Diagnostic Genes in Leukocytes for Acute Myocardial Infarction Patients 90%
Similar papers in this journal
- Oral feeding with probiotic Lactobacillus rhamnosus attenuates cigarette smoke-induced COPD in C57Bl/6 mice: Relevance to inflammatory markers in human bronchial epithelial cells 95%
- Loss of family with sequence similarity 13, member A exacerbates pulmonary hypertension through accelerating endothelial-to-mesenchymal transition 95%
- Serum Amyloid P inhibits single stranded RNA-induced lung inflammation, lung damage, and cytokine storm in mice 94%
Similar papers in this journal
- Distinct exosomal miRNA profiles from BALF and lung tissue from COPD and IPF patients 94%
- Increased Autotaxin levels in severe COVID-19, correlating with IL-6 levels, endothelial dysfunction biomarkers, and impaired functions of dendritic cells 92%
- A new model of chronic Mycobacterium abscessus lung infection in immunocompetent mice 92%
Similar papers in this journal
- The lung extracellular matrix protein landscape in severe early-onset and moderate chronic obstructive pulmonary disease. 95%
- Sorted-Cell Proteomics Reveals an AT1-Associated Epithelial Cornification Phenotype and Suggests Endothelial Redox Imbalance in Human Bronchopulmonary Dysplasia 93%
- Elastin-derived peptides favor type 2 innate lymphoid cells in COPD 93%
Similar papers in this journal
- Single cell sequencing reveals cellular landscape alterations in the airway mucosa of patients with pulmonary long COVID 95%
- Single cell RNA Sequencing Identifies G-protein Coupled Receptor 87 as a Novel Basal Cell Marker of Distal Honeycomb Cysts in Idiopathic Pulmonary Fibrosis 94%
- Pharmacological Inhibition of Epac1 Protects against Pulmonary Fibrosis by Blocking FoxO3a Neddylation 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.