“…Using the Consensus Molecular Subtype (CMS) CRC classification, 15 we discovered an intrinsic linkage of obesity with constitutive activation of NF-κB transcription factors, tumor-based inflammation, and fat catabolism in the mesenchymal CMS4 subtype, associated with stemness, stromal infiltration, EMT, and shorter overall survival (OS) and relapse-free survival (RFS) in CRC patients. 16 By conducting a combined metabonomic and gene expression profiling, we identified carboxylesterase 1 (CES1) as an essential NF-κB-regulated TAG and CE lipase promoting tumor cell survival and metabolic adaptation in aggressive CRC. 16 Increased CES1 expression correlated with worse clinical outcomes in overweight, but not non-overweight CRC patients and was enriched downstream of NF-κB in CMS4 tumors, thus providing a mechanism for the aggressive clinical behavior of obesity-associated CRC and a potential therapeutic route that relates to the core biological underpinnings of tumor subtypes ( Figure 1 ).…”