Together, elevated GDF-15 and reduced PGC-1α create a metabolic phenotype characteristic of IPF cachexia, aligning with evidence from Amado et al. [92] demonstrating the diagnostic precision of mitochondrial peptides in chronic respiratory diseases. This evidence concerns the gene GDF15 and Cachexia.