To better understand the contexts that drive cellular dependence on HSF1, we compared the transcriptome, metabolome, and proteome for cells highly dependent on HSF1 (>75th percentile essentiality) as compared with relatively HSF1-independent cell lines (<25th percentile) across major cancer subsets. Here, HSF1 is linked to cancer.