A multi-omics study has revealed distinct extrachromosomal circular DNA (eccDNA) features associated with postoperative recurrence in lung adenocarcinoma (LUAD). By integrating Circle-seq with genomic, transcriptomic, epigenomic, and clinical data, the researchers characterized recurrence-associated eccDNA profiles and identified a seven-gene signature with potential value for recurrence risk stratification.