This study aims to discover drug targeted genes and explore the potential epigenetics mechanisms in bronchiectasis. Cis-expression quantitative trait locus (eQTL) was obtained as exposure, and bronchiectasis from the FinnGen cohort was used as outcome. Mendelian Randomization (MR) was performed to identify therapeutic targets associated with bronchiectasis. Colocalization and summary-data-based MR (SMR) analyses were carried out to further confirm the causal roles of candidate genes in bronchiectasis. The value of these drug targets was validated via drug prediction and molecular docking. Finally, we used mediation analysis to identify the DNA methylation QTLs to bronchiectasis mediated by candidate genes. Ten drug targets were significantly associated with bronchiectasis. Strong evidence for the colocalization of and with bronchiectasis was found (PP.H4 > 0.75). SMR analysis revealed that higher expressions of and were linked to a higher risk of bronchiectasis, and higher expressions of , and were linked to a lower risk of bronchiectasis. Finally, mediation analysis revealed potential causality effect of the DNA methylation site cg21568453 to bronchiectasis risk via . The increased expression of regulated by DNA methylation at cg21568453 may promote the occurrence of bronchiectasis.