SNHG7 and non-small cell lung carcinoma: A detailed summary revealed that lncRNAs such as LUCAT1 and SNHG7 fine-tune autophagy in NSCLC through mechanisms including miRNA competition (e.g., miR-514a-3p), protein interactions (e.g., binding to BECN1), and epigenetic regulation [129].