MRPS30 and metabolic syndrome: Through integrated bioinformatics and machine learning approaches, five ONFH-associated lncRNAs (MRPS30-DT, LINC01106, MIR100HG, WDR11-AS1, and PELATON) were systematically identified, and a diagnostic nomogram specific to ONFH in MetS patients was established.