IL11RA and non-small cell lung carcinoma: This study employs bioinformatics and MR analysis to identify three potential predictive targets, using them as mediators to explore the causal relationship between past tobacco smoking in various smoking statuses and NSCLC through the potential therapeutic target IL11RA.