Am J Respir Crit Care Med
December 2024
Rationale: Idiopathic Pulmonary Fibrosis (IPF) is a lethal disease with limited therapeutic options. FGF21, an endocrine fibroblast growth factor that acts through the FGFR1/KLB pathway, mitigates liver fibrosis.
Objectives: We hypothesized that FGF21 could exert anti-fibrotic properties in the lung.
Spatial barcoding-based transcriptomic (ST) data require deconvolution for cellular-level downstream analysis. Here we present SDePER, a hybrid machine learning and regression method to deconvolve ST data using reference single-cell RNA sequencing (scRNA-seq) data. SDePER tackles platform effects between ST and scRNA-seq data, ensuring a linear relationship between them while addressing sparsity and spatial correlations in cell types across capture spots.
View Article and Find Full Text PDFAm J Physiol Lung Cell Mol Physiol
December 2024
Idiopathic pulmonary fibrosis (IPF) is a devastating lung disease with limited therapeutic options. Fibroblast growth factor receptor-4 (FGFR4) is a known receptor for several paracrine fibroblast growth factors (FGFs). FGFR4 is also the main receptor for FGF19, an endocrine FGF that was demonstrated by our group to have antifibrotic properties in the lung.
View Article and Find Full Text PDFBackground And Objective: Variants in surfactant genes SFTPC or ABCA3 are responsible for interstitial lung disease (ILD) in children and adults, with few studies in adults.
Methods: We conducted a multicentre retrospective study of all consecutive adult patients diagnosed with ILD associated with variants in SFTPC or ABCA3 in the French rare pulmonary diseases network, OrphaLung. Variants and chest computed tomography (CT) features were centrally reviewed.