Longitudinal Proteomic Changes in HCT 116 Colon Cancer Spheroids During Growth.

Abstract

The FDA Modernization Act 2.0 permits data from advanced microphysiological systems, such as spheroids, to be used as a testbed for drug candidates entering phase 1 clinical trials. Despite their increasing adoption, spheroids of varying growth durations are often used interchangeably as disease models. While transcriptomic studies have been employed to monitor spheroids over time, proteomics has primarily been used to validate their utility as model systems and assess drug responses rather than for longitudinal studies. Here, we apply data independent acquisition with gas phase fractionation (DIA-GPF) proteomics to investigate temporal changes in HCT 116 spheroids every 2 days throughout 18 days of growth, identifying 6,835 proteins across all samples. Differential expression analysis reveals that day 2 spheroids more closely resemble monolayer cells than spheroids cultured for extended periods. Gene ontology (GO) term analysis of differentially expressed proteins indicates that relative to monolayer cells DNA replication is downregulated, while glycolysis is upregulated during spheroid maturation. Parallel reaction monitoring (PRM) experiments targeting thymidylate synthase and fructose-bisphosphate aldolase C validate the initial proteomic findings and corroborate the trends observed in the GO term analysis. These results highlight the importance of growth duration when spheroids are used as a model for avascular tumors.