HHIP and chronic obstructive pulmonary disease: While no significant association with TSCOPD was found, sRAGE levels correlated with the condition [39].The HHIP gene, regulating the hedgehog pathway essential for lung development, is consistently identified in GWAS studies as protective against COPD [37].