Integrative Analysis of Transcriptomics,
Proteomics,
and Metabolomics Data of White Adipose and Liver Tissue of High-Fat
Diet and Rosiglitazone-Treated Insulin-Resistant Mice Identified Pathway
Alterations and Molecular Hubs
posted on 2014-12-05, 00:00authored byDavid Meierhofer, Christopher Weidner, Sascha Sauer
The incidences of obesity and type
2 diabetes are rapidly increasing
and have evolved into a global epidemic. In this study, we analyzed
the molecular effects of high-fat diet (HFD)-induced insulin-resistance
on mice in two metabolic target tissues, the white adipose tissue
(WAT) and the liver. Additionally, we analyzed the effects of drug
treatment using the specific PPARγ ligand rosiglitazone. We
integrated transcriptome, proteome, and metabolome data sets for a
combined holistic view of molecular mechanisms in type 2 diabetes.
Using network and pathway analyses, we identified hub proteins such
as SDHB and SUCLG1 in WAT and deregulation of major metabolic pathways
in the insulin-resistant state, including the TCA cycle, oxidative
phosphorylation, and branched chain amino acid metabolism. Rosiglitazone
treatment resulted mainly in modulation via PPAR signaling and oxidative
phosphorylation in WAT only. Interestingly, in HFD liver, we could
observe a decrease of proteins involved in vitamin B metabolism such
as PDXDC1 and DHFR and the according metabolites. Furthermore, we
could identify sphingosine (Sph) and sphingosine 1-phosphate (SP1)
as a drug-specific marker pair in the liver. In summary, our data
indicate physiological plasticity gained by interconnected molecular
pathways to counteract metabolic dysregulation due to high calorie
intake and drug treatment.