In summary, we detected a high expression of genes related to the microglial activation and NLRP3 inflammasome pathways and identified eight microglial inflammasome-associated hub genes by analyzing a transcriptome sequencing dataset of cortical tubers from TSC patients. Here, NLRP3 is linked to tuberous sclerosis.