Interestingly, several cancer progression-associated pathways, such as interleukin signalling, cell–cell communication and microtubule cytoskeleton regulation were enriched, suggesting the importance of LAMA3 in CCA malignancy (Fig. 4d). Here, LAMA3 is linked to cancer.