Although, multiple data sets indicate that PD-L1 is not upregulated at baseline in TSC-associated tumors, including our prior work using immunohistochemistry43 and our recent work using single cell RNA sequencing68. This evidence concerns the gene CD274 and tuberous sclerosis.