Chemical tanning is widely regarded as a safe alternative to solar UV-induced skin tanning, but the cutaneous biology impacted by chemical tanning remains largely unexplored. Chemical tanning is based on the formation of melanin-mimetic cutaneous pigments (‘melanoidins’) from spontaneous glycation reactions between epidermal amino acid/protein components and reactive sugars including the glycolytic ketose dihydroxyacetone (DHA). Here, we have examined cutaneous effects of acute DHA exposure on cultured human keratinocytes, epidermal reconstructs, and mouse skin employing gene epression array analysis and immunodetection. In human HaCaT keratinocytes, DHA (1-20 mM; 6 h) did not impair viability while causing a stress response with activation of phospho-protein signal transduction [p-p38, p-Hsp27, p-eIF2α] and gene expression (HSPA6, HMOX1, CRYAB, CCL3), not observed in response to the tanning-inactive DHA-control glycerol. Formation of DHA-specific advanced glycation endproducts resulting from posttranslational protein adduction was confirmed by mass spectrometric detection of N-ε-(carboxyethyl)-L-lysine and N7-carboxyethyl-L-arginine. Skin cells with CRISPR-Cas9 elimination of the carbonyl stress response gene GLO1 (glyoxalase 1) displayed hypersensitivity to DHA cytotoxicity. A topical DHA regimen elicited a similar stress response in human epidermal reconstructs [EpidermTM; 1-10% DHA in carrier; 6-24 h] as revealed by expression array (HSPA1A, HSPA6, HSPD1, IL6, DDIT3, EGR1) and IHC analysis (CEL, HO-1, p-Hsp27). In SKH1 mouse skin, gene expression analysis confirmed a topical DHA-induced stress response substantiated by IHC-detection of CEL and p-Hsp27. Given the worldwide use of chemical tanners including DHA in consumer products these prototype data deserve further molecular exploration in living human skin.