e16532 Background: Mutation and inactivation of the tumor suppressor gene TSC1 is a recurrent (6-10%) event in bladder cancer, but whether it functions as a driver event for tumor development has been uncertain. Methods: We performed differential gene expression and pathway analyses using RNA-seq data from the curated TCGA TSC1 mutant BLCA (n = 26) and TSC1 wild-type BLCA (n = 382) cohort and compared to an internal cohort of putative TSC1/TSC2-driven tumors (n = 63). Mechanistic studies, as well as RNA-seq and H3K27ac ChIP-seq analyses, were conducted in 2 TSC1 mutant/WT BLCA cell lines. Results: Comparison of The Cancer Genome Atlas (TCGA) TSC1-mutant bladder cancers ( TSC1mBLCA) with TCGA TSC1 wildtype tumors ( TSC1WTBLCA) identified a conserved TSC-associated expression signature, similar to ones seen in syndromic TSC tumors. GSEA and DESeq2 analyses implicated both mTORC1 hyperactivation, as well as activation of lysosomal pathways in TSC1mBLCA. We validated our findings by IHC analysis of a separate cohort of TSC1mBLCA (n = 5), compared to TSC1WTBLCA (n = 5). In addition, we found that TFE3, a transcriptional regulator of lysosomal gene expression, was relatively highly expressed in BLCA (compared to other MiT-TFE genes) and was localized to the nucleus in TSC1mBLCA but not in TSC1WTBLCA. Mechanistic studies of two TSC1mBLCA cell lines and their respective TSC1 addback derivatives, recapitulated the phenotype found in human tumors and demonstrated that TFE3 was both post-translationally modified and predominantly nuclear in TSC1-null cell lines compared to TSC1 addbacks. RNA-seq and H3K27ac ChIP-Seq analyses showed that TSC1mBLCA cell lines retained elements of the TSC-associated expression signature that was seen in TSC1mBLCA tumors, confirming differential activation of TFE3 in response to TSC1 loss. Nuclear localization of TFE3 in TSC1mBLCA cell lines was only partially reversed by rapamycin treatment and was unaffected by treatment of Torin1. SiRNA mediated knockdown of TFE3 significantly decreased cell growth and viability in TSC1mBLCA cell lines and did not result in compensatory upregulation of TFEB and MITF. Conclusions: Our findings indicate that TSC1 mutant bladder tumors retain elements of a conserved transcriptional signature that is characterized by nuclear localization and activation of TFE3. Aberrant TFE3 activation likely contributes to TSC1mBLCA development and may therefore be amenable to targeted therapy.