Caffeic acid from propolis improved glucose uptake and decreased glucose 6-phosphatase expression in insulin resistance in vitro; it also improved hyperglycemia, glucose tolerance, and hyperlipidemia, and reduced TNF-α expression in vivo [47]. Here, G6PC1 is linked to glucose measurement.