research on pangenome-resolved structural variation has been found to drive adaptation and trait evolution in cucumber. similar studies have also been conducted on other crops, including kiwifruit, grape, tea plants, sorghum, alfalfa, and melon, revealing the role of structural variation in shaping gene expression and trait diversity. the findings suggest that pangenome analysis can provide insights into the genetic architecture underlying crop diversity and adaptation.