Extracellular vesicles-derived miRNAs as mediators of pulmonary exacerbation in pediatric cystic fibrosis.
Zuzanna StachowiakIrena Wojsyk-BanaszakKatarzyna Jończyk-PotocznaBeata NaroznaWojciech LangwinskiAleksandra SzczepankiewiczPublished in: Journal of breath research (2023)
Children with cystic fibrosis (CF) suffer from chronic inflammation and recurrent pulmonary exacerbations (PEs). We aimed to test whether a specific miRNA could be associated with the occurrence of PE. We sequenced extracellular vesicle (EV)-derived miRNA in sputum ( n = 20), exhaled breath condensate (EBC) ( n = 11), and serum ( n = 8) samples from pediatric patients during PE and the stable stage of CF. Four miRNAs: let-7c, miR-16, miR-25-3p and miR-146a, have been selected for validation in a larger group with reverse transcription quantitative real-time PCR (RT-qPCR) in sputum and serum, or droplet digital PCR (ddPCR) in EBC. Next-generation sequencing (NGS) differential expression analysis was done in Base Space, and the correlation between miRNAs expression and clinical data was calculated with Statistica. Functional annotation of selected miRNAs and their potential target genes was performed with miRDip and DAVID software. There were no differences in miRNA expression between stable and exacerbation in sputum and in serum. Validation of four selected miRNAs showed significant downregulation of miR-146a in serum. A panel of all four miRNAs (peripherally) was the best predictive model of exacerbation ( p < 0.001, AUC = 0.96). Expression of airway miR-25-3p improved the diagnostic value of FEV1% pred and FVC% pred, while peripheral miR-146a improved the predictive model of C-reactive protein and neutrophilia. In silico analysis revealed a potential role for selected miRNAs in regulating processes associated with inflammation and tissue remodeling. We demonstrated that EVs contained in peripheral blood as well as local biomaterials can act as carriers for miRNAs with the diagnostic potential of predicting exacerbation in pediatric CF.
Keyphrases
- cystic fibrosis
- chronic obstructive pulmonary disease
- cell proliferation
- long non coding rna
- poor prognosis
- pseudomonas aeruginosa
- lung function
- long noncoding rna
- peripheral blood
- mycobacterium tuberculosis
- real time pcr
- pulmonary hypertension
- machine learning
- dna methylation
- pulmonary tuberculosis
- intensive care unit
- single cell
- signaling pathway
- air pollution
- artificial intelligence
- big data