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Metabolic Regulation in Progression to Autoimmune Diabetes
- Source :
- PLoS Computational Biology, Vol 7, Iss 10, p e1002257 (2011), Sysi-Aho, M, Erlomov, A, Gopalacharyulu, P, Tripathi, A, Seppänen-Laakso, T, Maukonen, J, Mattila, I, Ruohonen, S T, Vähätalo, L, Yetukuri, L, Härkönen, T, Lindfors, E, Nikkilä, J, Ilonen, J, Simell, O, Saarela, M, Knip, M, Kaski, S, Savontaus, E & Orešič, M 2011, ' Metabolic regulation in progression to autoimmune diabetes ', PLoS Computational Biology, vol. 7, no. 10, e1002257 . https://doi.org/10.1371/journal.pcbi.1002257, PLoS Computational Biology, PLoS Computational Biology; Vol 7
- Publication Year :
- 2011
- Publisher :
- Public Library of Science (PLoS), 2011.
-
Abstract
- Recent evidence from serum metabolomics indicates that specific metabolic disturbances precede β-cell autoimmunity in humans and can be used to identify those children who subsequently progress to type 1 diabetes. The mechanisms behind these disturbances are unknown. Here we show the specificity of the pre-autoimmune metabolic changes, as indicated by their conservation in a murine model of type 1 diabetes. We performed a study in non-obese prediabetic (NOD) mice which recapitulated the design of the human study and derived the metabolic states from longitudinal lipidomics data. We show that female NOD mice who later progress to autoimmune diabetes exhibit the same lipidomic pattern as prediabetic children. These metabolic changes are accompanied by enhanced glucose-stimulated insulin secretion, normoglycemia, upregulation of insulinotropic amino acids in islets, elevated plasma leptin and adiponectin, and diminished gut microbial diversity of the Clostridium leptum group. Together, the findings indicate that autoimmune diabetes is preceded by a state of increased metabolic demands on the islets resulting in elevated insulin secretion and suggest alternative metabolic related pathways as therapeutic targets to prevent diabetes.<br />Author Summary We have recently found that distinct metabolic disturbances precede β-cell autoimmunity in children who later progress to type 1 diabetes (T1D). Here we performed a murine study using non-obese diabetic (NOD) mice that recapitulated the protocol used in human, followed up by independent studies where NOD mice were studied in relation to risk of diabetes progression. We found that young female NOD mice who later progress to autoimmune diabetes exhibit the same lipidomic pattern as prediabetic children. These metabolic changes are accompanied by enhanced glucose-stimulated insulin secretion, upregulation of insulinotropic amino acids in islets, elevated plasma leptin and adiponectin, and diminished gut microbial diversity of the Clostridium leptum subgroup. The metabolic phenotypes observed in our study could be relevant as end points for studies investigating T1D pathogenesis and/or responses to interventions. By proceeding from a clinical study via metabolomics and modeling to an experimental model using a similar study design, then evolving further to tissue-specific studies, we hereby also present a conceptually novel approach to reversed translation that may be useful in future therapeutic studies in the context of prevention and treatment of T1D as well as of other diseases characterized by long prodromal periods.
- Subjects :
- Leptin
Male
medicine.medical_treatment
medicine.disease_cause
Autoimmunity
Mice
0302 clinical medicine
Mice, Inbred NOD
Risk Factors
Insulin-Secreting Cells
Cluster Analysis
Insulin
Biology (General)
ta518
ta515
NOD mice
0303 health sciences
ta213
Ecology
Systems Biology
3. Good health
Liver
Computational Theory and Mathematics
030220 oncology & carcinogenesis
Modeling and Simulation
Disease Progression
Metabolome
Medicine
Female
Adiponectin
Metabolic Networks and Pathways
Research Article
medicine.medical_specialty
QH301-705.5
Biology
Models, Biological
Autoimmune Diseases
Metabolic Networks
03 medical and health sciences
Cellular and Molecular Neuroscience
Insulin resistance
SDG 3 - Good Health and Well-being
Downregulation and upregulation
Internal medicine
Diabetes mellitus
Genetics
medicine
Animals
Humans
Molecular Biology
Ecology, Evolution, Behavior and Systematics
030304 developmental biology
ta113
ta112
Type 1 diabetes
Computational Biology
Lysophosphatidylcholines
Diabetes Mellitus Type 1
medicine.disease
Diabetes Mellitus, Type 1
Endocrinology
ta5141
Clinical Immunology
Insulin Resistance
Subjects
Details
- ISSN :
- 15537358
- Volume :
- 7
- Database :
- OpenAIRE
- Journal :
- PLoS Computational Biology
- Accession number :
- edsair.doi.dedup.....19293cdd93e5a3a7dce899a2a186b393