“…Our analysis also confirmed RNA (ENSG) expression patterns with aging, previously identified in the literature, including FAM83B (Family with Sequence Similarity 83 Member B, involved in hypoxia response 14 ), C12orf75 (chromosome 12 Open Reading Frame 75, implicated in insulin signaling and energy metabolism 15 ), SKAP2 (Src Kinase-Associated Phosphoprotein 2, which regulates sarcomere function 16 ), CRIM1 (Cysteine-Rich Transmembrane Bone Morphogenetic Protein Regulator 1, implicated in smooth muscle contractility 17 ), CFAP61 (Cilia and Flagella-Associated Protein 61, highly abundant in old skeletal muscle 18 ), FEZ2 (Fasciculation and Elongation Protein Zeta 2, participating in fasciculation and axonal elongation 6 ), LGI1 (Leucine-Rich Glioma-Inactivated 1, differentially expressed in frail compared to healthy individuals 18 ), and MYLK4 (Myosin Light Chain Kinase Family Member 4, necessary for contraction, motility, and cell growth 19 – 21 ) mRNAs (Figs. 2a, b and 3a, b , and Supplementary Figs.…”