ArticleFrontiers in physiology2021
An Updated Organ-Based Multi-Level Model for Glucose Homeostasis: Organ Distributions, Timing, and Impact of Blood Flow.
Article in Frontiers in physiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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8 citing papers in PubMed, 23 citations in OpenAlex.
- Metformin and Glucose Concentration as Limiting Factors in Retinal Pigment Epithelial Cell Viability and Proliferation.International journal of molecular sciences · 2024Article
- A multi-scale digital twin for adiposity-driven insulin resistance in humans: diet and drug effects.Diabetology & metabolic syndrome · 2023Article
- Uses of Papaya Leaf and Seaweed Supplementations for Controlling Glucose Homeostasis in Diabetes.International journal of molecular sciences · 2023Review
- Integrated experimental-computational analysis of a HepaRG liver-islet microphysiological system for human-centric diabetes research.PLoS computational biology · 2022Article
- Digital twin predicting diet response before and after long-term fasting.PLoS computational biology · 2022Article
- Application of Artificial Intelligence in Discovery and Development of Anticancer and Antidiabetic Therapeutic Agents.Evidence-based complementary and alternative medicine : eCAM · 2022Review
- Gut Microbiome Alterations and Hepatic Metabolic Flexibility in the Gansu Zokor,Frontiers in cardiovascular medicine · 2022Article
- A systems biology analysis of lipolysis and fatty acid release from adipocytes in vitro and from adipose tissue in vivo.PloS one · 2021Article
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Authors and funding
4 authors at 1 institution in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
Glucose homeostasis is the tight control of glucose in the blood. This complex control is important, due to its malfunction in serious diseases like diabetes, and not yet sufficiently understood. Due to the involvement of numerous organs and sub-systems, each with their own intra-cellular control, we have developed a multi-level mathematical model, for glucose homeostasis, which integrates a variety of data. Over the last 10 years, this model has been used to insert new insights from the intra-cellular level into the larger whole-body perspective. However, the original cell-organ-body translation has during these years never been updated, despite several critical shortcomings, which also have not been resolved by other modeling efforts. For this reason, we here present an updated multi-level model. This model provides a more accurate sub-division of how much glucose is being taken up by the different organs. Unlike the original model, we now also account for the different dynamics seen in the different organs. The new model also incorporates the central impact of blood flow on insulin-stimulated glucose uptake. Each new improvement is clear upon visual inspection, and they are also supported by statistical tests. The final multi-level model describes >300 data points in >40 time-series and dose-response curves, resulting from a large variety of perturbations, describing both intra-cellular processes, organ fluxes, and whole-body meal responses. We hope that this model will serve as an improved basis for future data integration, useful for research and drug developments within diabetes.
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