The present study found 3 different ncRNA transcripts with altered expression in the CD34+ cells of MDS-RARS patients, from gene loci of mitochondrial proteins (AASS, GCDH and PPIF) and 6 modulated mitochondrial protein-coding transcripts. This evidence concerns the gene PPIF and myelodysplastic syndrome.