Being able to respond to extracellular cues such as nutrients and growth factors is of vital importance to all living cells. Pathways have therefore evolved which can sense the extracellular status, transmit a signal through the cell and affect gene expression, which ultimately enables adaptation. Intriguingly, research has revealed that such signaling pathways responding to nutrient status are intrinsically linked to the lifespan of organisms, a phenomenon known as caloric restriction. This thesis utilizes budding yeast, Saccharomyces cerevisiae, as a model system to investigate how transcription factors affect gene expression in response to nutrient signaling pathways. Paper I investigates the role of the three homologous transcription factors Mig1, Mig2 and Mig3 in regulating gene expression in response to glucose. This is done by transcriptional profiling with microarrays of wild type yeast, as well as mutant strains where the MIG1, MIG2 and MIG3 genes have been deleted in all possible combinations. The results reveal that Mig1 and Mig2 act together, with Mig1 having a larger effect in general while Mig2 has a role specialized for high-glucose conditions. Using a strategy similar to that in paper I, paper II examines the roles of the two homologous transcription factors Gis1 and Rph1 in gene regulation. This study shows that Gis1 and Rph1 are both involved in nutrient signaling, acting in parallel with a large degree of redundancy. Furthermore, we find that these two transcription factors change both target genes as well as the effects on transcription when the yeast cell transitions through different growth phases. Rph1 is a functional JmjC histone demethylase, and paper III investigates the connection between this activity and the transcriptional regulation studied in paper II. We find that rendering Rph1 catalytically inactive has little effect on its role in nutrient signaling and gene regulation, but subtly affects certain groups of genes. Paper IV reveals that Rph1 does not affect the chronological lifespan of yeast as does its homolog Gis1. However, deleting or overexpressing RPH1 has effects on the response to rapamycin and caffeine, inhibitors of the evolutionary conserved TORC1 complex affecting lifespan in both yeast and mammals.