Structural robustness and temporal vulnerability of the starvation-responsive metabolic network in liver of healthy and obese mice
Morita, K.; Hatano, A.; Kokaji, T.; Sugimoto, H.; Tsuchiya, T.; Ozaki, H.; Egami, R.; Li, D.; Terakawa, A.; Ohno, S.; Inoue, H.; Inaba, Y.; Suzuki, Y.; Matsumoto, M.; Takahashi, M.; Izumi, Y.; Bamba, T.; Hirayama, A.; Soga, T.; Kuroda, S.
Show abstract
Adaptation to starvation is a multi-molecular and temporally ordered process, that could be impaired in obesity. To elucidate how the healthy liver regulates various molecules in a temporally ordered manner during starvation and how obesity disrupts this process, we measured time course multiomic data in the liver of wild-type (WT) and leptin-deficient obese (ob/ob) mice during starvation. Using the measured data, we constructed a starvation-responsive metabolic network, that is a transomic network including responsive molecules and their regulatory relationships during starvation, and analyzed the structure of the network. In WT mice, ATP and AMP, the energy indicators, regulated various metabolic reactions in the network as the hub molecules, both of which were not responsive in ob/ob mice. However, the structural properties of the network were maintained in ob/ob mice. In WT mice, the molecules in the network were temporally ordered through metabolic process coordinated by the hub molecules including ATP and AMP and were positively or negatively co-regulated. By contrast, both temporal order and co-regulation were disrupted in ob/ob mice. Taken together, the starvation-responsive metabolic network is structurally robust, but temporally vulnerable by the loss of responsiveness of the hub molecules in obesity. In addition, we proposed a potential therapeutic target to treat the negative effects of obesity on intermittent fasting to extend lifespan. One Sentence SummaryHub molecules activate or inhibit various molecules in a temporally ordered manner in healthy liver, and the regulatory network is structurally robust but temporally vulnerable to obesity.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Polyketide synthase-derived sphingolipids determine microbiota-mediated protection against pathogens in C. elegans 95%
- Lysates of Methylococcus capsulatus Bath induce a lean-like microbiota, intestinal FoxP3+RORγt+IL-17+ Tregs and improve metabolism 94%
- TidyMass2: Advancing LC-MS Untargeted Metabolomics Through Metabolite Origin Inference and Metabolic Feature-based Functional Module Analysis 94%
Similar papers in this journal
- Spatial hepatocyte plasticity of gluconeogenesis during the metabolic transitions between fed, fasted and starvation states 96%
- Serine catabolism generates NADPH to support hepatic lipogenesis 95%
- Sexual dimorphism and the multi-omic response to exercise training in rat subcutaneous white adipose tissue 95%
Similar papers in this journal
Similar papers in this journal
- Oral supplementation of gut microbial metabolite indole-3-acetate alleviates diet-induced steatosis and inflammation in mice 95%
- Vitamin B2 enables peroxisome proliferator-activated receptor α regulation of fasting glucose availability 95%
- Gut Microbial Trimethylamine is Elevated in Alcohol-Associated Hepatitis and Contributes to Ethanol-Induced Liver Injury in Mice 95%
Similar papers in this journal
- Turnover and replication analysis by isotope labeling (TRAIL) reveals the influence of tissue context on protein and organelle lifetimes 95%
- Causal integration of multi-omics data with prior knowledge to generate mechanistic hypotheses 95%
- Combined Metabolic Activators Reduces Liver Fat in Nonalcoholic Fatty Liver Disease Patients 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.