ABSTRACT
Metformin is the most important first-line treatment for type 2 diabetes mellitus (T2DM) but its exact mode of action remains unknown. In this study, we used targeted metabolomics to gain new insights into the metabolic effects of metformin in humans with T2DM. We also examined changes in the serum steroid hormone profile. We quantified 167 serum metabolites and 19 steroid hormones using liquid chromatography-tandem mass spectrometry at three time points in individuals with previously untreated T2DM: before the start of metformin therapy (time point A), after the first dose (B) and after short-term therapy for 4-6 weeks (C). For metabolite analysis, we split the study cohort into a discovery and a replication study of 88 and 45 subjects, respectively. The statistical analysis was done using linear mixed-effects models. Among the metabolites quantified, citrulline showed the most pronounced changes. Compared to its baseline serum concentration, citrulline was reduced by 17% after the first dose of metformin (p=1.34E-07) and by 24% after short-term therapy (p=2.84E-08) in the discovery study. These results were confirmed in the replication study. The only other metabolite significantly changed after correction for multiple testing was PC ae C36:4 between baseline and 4-6 weeks. The serum steroid hormone profile showed no significant changes after metformin intake. In summary, we observed an immediate and sustained reduction of serum citrulline by metformin in humans. This may be relevant for some of the wanted or unwanted effects of the drug.
Subject(s)
Citrulline/blood , Diabetes Mellitus, Type 2/blood , Hypoglycemic Agents/pharmacology , Metformin/pharmacology , Steroids/blood , Aged , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/metabolism , Female , Humans , Hypoglycemic Agents/therapeutic use , Metabolomics , Metformin/therapeutic use , Middle Aged , Steroids/metabolismABSTRACT
CONTEXT: The pathogenesis of type 2 diabetes (T2D) is still incompletely understood. In-depth phenotyping of young individuals at risk for T2D can contribute to the understanding of this process. OBJECTIVE: The purpose of this study was to metabolically characterize women with recent gestational diabetes (GDM), an at-risk cohort for T2D. STUDY PARTICIPANTS: Participants were 147 women consecutively recruited 3 to 16 months after pregnancy: women who had GDM and women after a normoglycemic pregnancy (control subjects) in a 2:1 ratio. DESIGN: This was a monocenter cross-sectional analysis (Prediction, Prevention and Subclassification of Type 2 Diabetes Study [PPS-Diab]). METHODS: A 5-point oral glucose tolerance test with calculation of the insulin sensitivity index and disposition index (validation by euglycemic clamp and intravenous glucose tolerance test) was performed. In addition, anthropometrics, medical and family history, clinical chemistry and biomarkers, statistical modeling, and a magnetic resonance imaging/magnetic resonance spectroscopy substudy (body fat distribution and liver and muscle fat; n = 66) were obtained. RESULTS: Compared with control subjects, women after GDM had a reduced disposition index, higher levels of plasma fetuin-A, and a lower insulin sensitivity index. A low insulin sensitivity index was also the major determinant of pathological glucose tolerance after GDM. The factors most strongly predictive of low insulin sensitivity were high plasma leptin, body mass index, triglycerides, and waist circumference. Ectopic lipids showed no body mass index-independent associations with having had GDM or low insulin sensitivity in a magnetic resonance imaging substudy. CONCLUSIONS: We found that ß-cell function is already impaired in women with recent GDM, a young at-risk cohort for T2D. In addition, our data suggest that fetuin-A and leptin signaling may be important early contributors to the pathogenesis of T2D, at this disease stage equally or more relevant than ectopic lipids and low-grade inflammation.
Subject(s)
Diabetes Mellitus, Type 2/etiology , Diabetes, Gestational/epidemiology , Phenotype , Adult , Body Composition , Case-Control Studies , Cross-Sectional Studies , Diabetes Mellitus, Type 2/epidemiology , Diabetes, Gestational/metabolism , Female , Glucose Tolerance Test , Humans , Insulin Resistance , Postpartum Period , Pregnancy , Risk FactorsABSTRACT
BACKGROUND: Information regarding the variability of metabolite levels over time in an individual is required to estimate the reproducibility of metabolite measurements. In intervention studies, it is critical to appropriately judge changes that are elicited by any kind of intervention. The pre-analytic phase (collection, transport and sample processing) is a particularly important component of data quality in multi-center studies. METHODS: Reliability of metabolites (within-and between-person variance, intraclass correlation coefficient) and stability (shipment simulation at different temperatures, use of gel-barrier collection tubes, freeze-thaw cycles) were analyzed in fasting serum and plasma samples of 22 healthy human subjects using a targeted LC-MS approach. RESULTS: Reliability of metabolite measurements was higher in serum compared to plasma samples and was good in most saturated short-and medium-chain acylcarnitines, amino acids, biogenic amines, glycerophospholipids, sphingolipids and hexose. The majority of metabolites were stable for 24 h on cool packs and at room temperature in non-centrifuged tubes. Plasma and serum metabolite stability showed good coherence. Serum metabolite concentrations were mostly unaffected by tube type and one or two freeze-thaw cycles. CONCLUSION: A single time point measurement is assumed to be sufficient for a targeted metabolomics analysis of most metabolites. For shipment, samples should ideally be separated and frozen immediately after collection, as some amino acids and biogenic amines become unstable within 3 h on cool packs. Serum gel-barrier tubes can be used safely for this process as they have no effect on concentration in most metabolites. Shipment of non-centrifuged samples on cool packs is a cost-efficient alternative for most metabolites.
Subject(s)
Drug Stability , Metabolome/physiology , Plasma/chemistry , Reproducibility of Results , Serum/chemistry , Specimen Handling , Adult , Amino Acids/blood , Chromatography, Liquid , Female , Freezing , Hexoses/blood , Humans , Male , Metabolomics , Middle Aged , Phospholipids/blood , Tandem Mass Spectrometry , TemperatureABSTRACT
The members of the Suppressor of Cytokine Signaling (SOCS) protein family mainly modulate the Janus kinase (JAK)/signal transducer and activator of transcription (STAT) pathway. SOCS-1 and SOCS-3 have already been shown to influence growth and apoptosis of pancreatic beta cells. We hypothesized that SOCS-2, which is expressed in pancreatic islets, also contributes to ß-cell physiology. We tested this hypothesis in vivo in SOCS-2-/- knockout mice and in vitro in Ins-1E rat insulinoma cells. We found that SOCS-2-/- mice have normal islet insulin secretion and unchanged glucose and insulin tolerance compared to wildtype controls. SOCS-2-/- are bigger than wildtype mice but body weight-corrected ß-cell mass and islet morphology were normal. Growth hormone-induced proliferation of Ins-1E cells was not affected by either siRNA-mediated SOCS-2 knockdown or stable SOCS-2 overexpression. Interleukin-1ß mediated cell death in vitro was unchanged after SOCS-2 knockdown. Similarly, autoimmune destruction of beta cells in vivo after multiple low-dose injections of streptozotocin (STZ) was not altered in SOCS-2-/- mice. In summary, SOCS-2-/- knockout mice have a normal function of insulin-producing pancreatic ß-cells, a fully adapted beta cell mass and a normal morphology of the endocrine islets. Based on in vitro evidence, the increased ß-cell mass in the mutants is likely due to indirect adaptive mechanisms and not the result of altered growth hormone signaling within the ß-cells. Immune mediated ß-cell destruction is also not affected by SOCS-2 ablation in vitro and in vivo.
Subject(s)
Insulin-Secreting Cells/metabolism , Suppressor of Cytokine Signaling Proteins/physiology , Animals , Autoimmunity/drug effects , Autoimmunity/genetics , Blood Glucose/analysis , Blood Glucose/metabolism , Diabetes Mellitus, Experimental/genetics , Diabetes Mellitus, Experimental/immunology , Diabetes Mellitus, Experimental/pathology , Dose-Response Relationship, Drug , Female , Gene Knockdown Techniques , Insulin-Secreting Cells/drug effects , Insulin-Secreting Cells/pathology , Insulin-Secreting Cells/physiology , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Organ Specificity/genetics , RNA, Small Interfering/pharmacology , Rats , Streptozocin , Suppressor of Cytokine Signaling Proteins/antagonists & inhibitors , Suppressor of Cytokine Signaling Proteins/genetics , Suppressor of Cytokine Signaling Proteins/metabolism , Tumor Cells, CulturedABSTRACT
BACKGROUND: The transcription factor Pax6 functions in the specification and maintenance of the differentiated cell lineages in the endocrine pancreas. It has two DNA binding domains, the paired domain and the homeodomain, in addition to a C-terminal transactivation domain. The phenotype of Pax6-/- knockout mice suggests non-redundant functions of the transcription factor in the development of glucagon-expressing alpha-cells as this cell type is absent in the mutants. We ask the question of how the differentiation of pancreatic endocrine cells, in particular that of alpha-cells, is affected by selective inactivation of either one of the three major domains of Pax6. RESULTS: The Pax6Aey18 mutant mouse line, in which the paired domain is inactivated, showed a phenotype similar to that of Pax6-/- knockout mice with a near complete absence of glucagon-positive alpha-cells (0-4 cells/section; < or =1% of wt), reduced beta-cell area (74% of wt) and disorganized islets. The proportion of ghrelin-positive epsilon-cells was expanded. In Pax6Sey-Neu mutants, which lack the transactivation domain, alpha-and beta-cells where reduced to 25 and 40% of wt, respectively. We also studied two mouse lines with mutations in the homeodomain, Pax64Neu and Pax6132-14Neu. Neighboring amino acids are affected in the two lines and both point mutations abolish DNA binding of the classical P3 homeodomain target sequence. The pancreatic phenotype of the two mutants however was divergent. While Pax64Neu homozygotes showed a reduction of alpha- and beta-cells to 59 and 61%, respectively, pancreatic endocrine development was unaltered in the Pax6132-14Neu mutant strain. CONCLUSIONS: We show that inactivation of the Pax6 paired domain leads to a more severe phenotype with regards to the differentiation of pancreatic alpha-cells than the loss of the transactivation domain. The analysis of two different homeodomain mutants suggests that the binding of Pax6 to P3 homeodomain consensus sequences is not required for alpha-cell development. It rather seems that the homeodomain has a modulating role in Pax6 function, possibly by facilitating a PH0-like binding confirmation on paired domain target genes like proglucagon. This function is differentially affected by the two homeodomain mutations analyzed in this study.