Muscular insulin resistance is frequently characterized by blunted increases in glucose-6-phosphate (G-6-P) reflecting impaired glucose transport/phosphorylation. These abnormalities likely relate to excessive intramyocellular lipids and mitochondrial dysfunction. We hypothesized that alterations in insulin action and mitochondrial function should be present even in nonobese patients with well-controlled type 2 diabetes mellitus (T2DM).
Methods and Findings
We measured G-6-P, ATP synthetic flux (i.e., synthesis) and lipid contents of skeletal muscle with 31P/1H magnetic resonance spectroscopy in ten patients with T2DM and in two control groups: ten sex-, age-, and body mass-matched elderly people; and 11 younger healthy individuals. Although insulin sensitivity was lower in patients with T2DM, muscle lipid contents were comparable and hyperinsulinemia increased G-6-P by 50% (95% confidence interval [CI] 39%–99%) in all groups. Patients with diabetes had 27% lower fasting ATP synthetic flux compared to younger controls (p = 0.031). Insulin stimulation increased ATP synthetic flux only in controls (younger: 26%, 95% CI 13%–42%; older: 11%, 95% CI 2%–25%), but failed to increase even during hyperglycemic hyperinsulinemia in patients with T2DM. Fasting free fatty acids and waist-to-hip ratios explained 44% of basal ATP synthetic flux. Insulin sensitivity explained 30% of insulin-stimulated ATP synthetic flux.
Patients with well-controlled T2DM feature slightly lower flux through muscle ATP synthesis, which occurs independently of glucose transport /phosphorylation and lipid deposition but is determined by lipid availability and insulin sensitivity. Furthermore, the reduction in insulin-stimulated glucose disposal despite normal glucose transport/phosphorylation suggests further abnormalities mainly in glycogen synthesis in these patients.
Citation: Szendroedi J, Schmid AI, Chmelik M, Toth C, Brehm A, Krssak M, et al. (2007) Muscle Mitochondrial ATP Synthesis and Glucose Transport/Phosphorylation in Type 2 Diabetes. PLoS Med 4(5): e154. https://doi.org/10.1371/journal.pmed.0040154
Academic Editor: Gerald I. Shulman, Yale Medical School, United States of America
Received: September 25, 2006; Accepted: February 28, 2007; Published: May 1, 2007
Copyright: © 2007 Szendroedi et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: This study was supported by grants from the Austrian Science Foundation (P15656), Austrian National Bank (OENB 11459), European Foundation for the Study of Diabetes (EFSD, Novo Nordisk Type 2 Diabetes Grant), Herzfelder Family Trust, Hochschuljubiläumsstiftung Vienna, and an unrestricted grant by Novo Nordisk and Baxter to MR. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Abbreviations: bfATP, basal ATP synthetic flux; BMI, body mass index; CI, confidence interval; CONo, age, sex, and BMI-matched control volunteer(s); CONy, young healthy control volunteer(s); EGP, endogenous glucose production; ΔEGP, suppression of EGP; FFA, free fatty acid; G-6-P, glucose-6-phosphate; HCL, hepatocellular lipids; ifATP, insulin-stimulated ATP synthetic flux; IMCL, intramyocellular lipids; M, insulin-stimulated whole-body glucose disposal; MRS, magnetic resonance spectroscopy; Pi, inorganic phosphate; SD, standard deviation; T2DM, type 2 diabetes mellitus
Diabetes mellitus is an increasingly common chronic disease characterized by high blood sugar (glucose) levels. In normal individuals, blood sugar levels are maintained by the hormone insulin. Insulin is released by the pancreas when blood glucose levels rise after eating (glucose is produced by the digestion of food) and “instructs” insulin-responsive muscle and fat cells to take up glucose from the bloodstream. The cells then use glucose as a fuel or convert it into glycogen, a storage form of glucose. In type 2 diabetes, the commonest type of diabetes, the muscle and fat cells become nonresponsive to insulin (a condition called insulin resistance) and consequently blood glucose levels rise. Over time, this hyperglycemia increases the risk of heart attacks, kidney failure, and other life-threatening complications.
Why Was This Study Done?
Insulin resistance is often an early sign of type 2 diabetes, sometimes predating its development by many years, so understanding its causes might provide clues about how to stop the global diabetes epidemic. One theory is that mitochondria—cellular structures that produce the energy (in the form of a molecule called ATP) needed to keep cells functioning—do not work properly in people with insulin resistance. Mitochondria change (metabolize) fatty acids into energy, and recent studies have revealed that fat accumulation caused by poorly regulated fatty acid metabolism blocks insulin signaling, thus causing insulin resistance. Other studies using magnetic resonance spectroscopy (MRS) to study mitochondrial function noninvasively in human muscle indicate that mitochondria are dysfunctional in people with insulin resistance by showing that ATP synthesis is impaired in such individuals. In this study, the researchers have examined both baseline and insulin-stimulated mitochondrial function in nonobese patients with well-controlled type 2 diabetes and in normal controls to discover more about the relationship between mitochondrial dysfunction and insulin resistance.
What Did the Researchers Do and Find?
The researchers determined the insulin sensitivity of people with type 2 diabetes and two sets of people (the “controls”) who did not have diabetes: one in which the volunteers were age-matched to the people with diabetes, and the other containing younger individuals (insulin resistance increases with age). To study insulin sensitivity in all three groups, the researchers used a “hyperinsulinemic–euglycemic clamp.” For this, after an overnight fast, the participants' insulin levels were kept high with a continuous insulin infusion while blood glucose levels were kept normal using a variable glucose infusion. In this situation, the glucose infusion rate equals glucose uptake by the body and therefore measures tissue sensitivity to insulin. Before and during the clamp, the researchers used MRS to measure glucose-6-phosphate (an indicator of how effectively glucose is taken into cells and phosphorylated), ATP synthesis, and the fat content of the participants' muscle cells. Insulin sensitivity was lower in the patients with diabetes than in the controls, but muscle lipid content was comparable and hyperinsulinemia increased glucose-6-phosphate levels similarly in all the groups. Patients with diabetes and the older controls had lower fasting ATP synthesis rates than the young controls and, whereas insulin stimulation increased ATP synthesis in all the controls, it had no effect in the patients with diabetes. In addition, fasting blood fatty acid levels were inversely related to basal ATP synthesis, whereas insulin sensitivity was directly related to insulin-stimulated ATP synthesis.
What Do These Findings Mean?
These findings indicate that the impairment of muscle mitochondrial ATP synthesis in fasting conditions and after insulin stimulation in people with diabetes is not due to impaired glucose transport/phosphorylation or fat deposition in the muscles. Instead, it seems to be determined by lipid availability and insulin sensitivity. These results add to the evidence suggesting that mitochondrial function is disrupted in type 2 diabetes and in insulin resistance, but also suggest that there may be abnormalities in glycogen synthesis. More work is needed to determine the exact nature of these abnormalities and to discover whether they can be modulated to prevent the development of insulin resistance and type 2 diabetes. For now, though, these findings re-emphasize the need for people with type 2 diabetes or insulin resistance to reduce their food intake to compensate for the reduced energy needs of their muscles and to exercise to increase the ATP-generating capacity of their muscles. Both lifestyle changes could improve their overall health and life expectancy.
Please access these Web sites via the online version of this summary at http://dx.doi.org/10.1371/journal.pmed.0040154.
- The MedlinePlus encyclopedia has pages on diabetes
- The US National Institute of Diabetes and Digestive and Kidney Diseases provides information for patients on diabetes and insulin resistance
- The US Centers for Disease Control and Prevention has information on diabetes for patients and professionals
- American Diabetes Association provides information for patients on diabetes and insulin resistance
- Diabetes UK has information for patients and professionals on diabetes
Skeletal muscle insulin resistance is characteristic in the elderly as well as in persons at increased risk of type 2 diabetes mellitus (T2DM) and those with overt T2DM. In these groups, the content of intramyocellular lipids (IMCL) is frequently increased and related to insulin resistance [1,2]. However, this relationship disappears during exercise training, which increases both IMCL and insulin sensitivity in parallel [3,4]. Rather than IMCL, intracellular metabolites of free fatty acids (FFAs), such as long-chain fatty acyl coenzyme A and diacylglycerol, inhibit insulin action by stimulating phosphorylation of serine residues of insulin receptor substrate-1 (IRS-1) . This suggests that IMCL do not directly contribute to insulin resistance but accumulate as a consequence of increased lipid availability from augmented lipolysis and excess dietary fat supply and/or of impaired mitochondrial lipid oxidation .
In severe obesity and moderately controlled T2DM, insulin resistance has been linked to abnormal mitochondrial function of skeletal muscle as assessed by in vitro and ex vivo examination in biopsies [7–9]. Application of magnetic resonance spectroscopy (MRS) made it possible to noninvasively examine myocellular mitochondrial function by measuring rates of ATP synthesis (“synthetic flux”) in humans . Insulin resistant elderly people and first-degree relatives of patients with T2DM have impaired muscle ATP production and elevated IMCL [11,12]. These studies raised the questions of (i) whether lipid accumulation in skeletal muscle and/or insulin resistance promotes mitochondrial dysfunction and, if so, (ii) whether insulin stimulation can overcome such alterations. In this context, we recently showed that short-term elevation of plasma FFAs profoundly inhibits insulin-stimulated glucose transport/phosphorylation and mitochondrial function, reflected by diminished increase in intramyocellular glucose-6-phosphate (G-6-P) and ATP synthesis, independently of ectopic muscle fat contents .
Thus, this study examines relationships between basal and insulin-stimulated mitochondrial function, glucose disposal, and ectopic lipids in patients with T2DM and healthy controls. We employed multinuclear MRS to quantify ATP synthetic flux, intracellular phosphorus metabolites (G-6-P and inorganic phosphate [Pi]), IMCL, and hepatocellular lipids (HCL) in combination with the stable isotope dilution technique to assess glucose fluxes during normoglycemic– and hyperglycemic–hyperinsulinemic clamps.
Thirty-one volunteers were included in this study: (i) patients with metabolically well-controlled T2DM, (ii) sex-, age-, body mass index (BMI)-matched older volunteers without diabetes (CONo) (age: 95% CI 52–63 y), and (iii) younger individuals without diabetes (CONy) (age: 95% CI 25–28 y). Their anthropometrical and laboratory characteristics are summarized in Table 1. All participants were recruited by means of public advertisement and underwent a complete medical history, clinical examination, and lab tests to exclude cardiovascular, hepatic, renal, and thyroid diseases. Patients with diabetes on insulin treatment or presenting with islet cell antibodies and diabetes-related complications were excluded. Five patients with T2DM had a confirmed family history of diabetes. The individuals in the control groups (CON) had neither a family history of diabetes nor were taking any medication on a regular basis. Normal glucose metabolism was confirmed by a standard oral 75 g glucose tolerance test. None of the participants performed intense exercise on a regular basis. Physical activity was assessed with a self-administered questionnaire of habitual physical activity . This questionnaire discriminates between three features of physical activity: (i) physical activity at work (ii) sport during leisure time and (iii) physical activity during leisure time excluding sports. Average physical activity was calculated as the mean value across these features. The protocol was approved by the local institutional ethics board, and informed consent was obtained from each volunteer after explanation of the purpose, nature, and potential complications of the study.
All participants were on an isocaloric diet, refrained from any physical exercise for 3 d prior to the study day, and fasted for 12 h before the start of the experiment. Glucose-lowering medication was withdrawn for at least 3 d before the experiment. All studies were started at 6:30 a.m. with the insertion of catheters (Vasofix; Braun, http://www.bbraun.com/index.cfm) in the antecubital veins of both arms for blood sampling and infusions. A primed-continuous infusion for 5 min ([3.6 mg fasting glucose (mg/dl)/90 (mg/dl)]/[min × kg body weight]); and for 480 min (0.036 mg/[min × kg body weight]) of D-[6,6-2H2]glucose (98% enriched; Cambridge Isotope Laboratories, http://www.isotope.com/cil/index.cfm) was performed until the end of the clamp test to determine endogenous glucose production (EGP). At 7:00 a.m., all participants were transferred to the Magnetic Resonance Unit to measure IMCL, G-6-P, and flux through ATP synthase in calf muscle using 1H/31P MRS. After basal measurements, the clamp test was started at 10:00 a.m. to create conditions of normoglycemia (approximately 5.5 mmol/l glucose) and hyperinsulinemia (approximately 500 pmol/l insulin). Insulin (Actrapid; Novo Nordisk, http://www.novonordisk.com/) was administered as a primed-continuous infusion (40 mU/[m2 body surface area × min]) from 0 to 360 min. A 20% dextrose infusion labeled with D-[6,6-2H2]glucose (2% enriched) according to the hot glucose infusion (hot GINF) protocol was periodically adjusted to maintain normoglycemia . Whole body insulin sensitivity was assessed from whole-body glucose disposal (M) during the last 30 min of the clamp. 31P MRS measurements (G-6-P, Pi, ATP synthesis) were repeated between 120 min and 240 min. Four of the patients with T2DM (three males and one female, mean values ± SD: age, 62 ± 2 y, BMI, 27.5 ± 3 kg/m2; M, 4.8 ± 2.5 mg/(min × kg body weight) underwent an additional hyperglycemic (approximately 9.5 mmol/l glucose) –hyperinsulinemic (approximately 500 pmol/l insulin) clamp test on a separate day to examine the combined effect of insulin and glucose on G-6-P and ATP synthesis.
Magnetic Resonance Spectroscopy
Measurements were performed on participants lying supine inside a 3-T spectrometer (Bruker, http://www.bruker.com/) using a 10 cm circular double resonant surface coil for 1H and 31P measurements, positioned approximately 2 cm into the medial head of the right gastrocnemius muscle as described previously .
31P spectra were acquired at baseline (−100 to −20 min) and during the last 80 min of the clamp. Rates of basal and insulin-stimulated skeletal muscle ATP synthetic flux (bfATP and ifATP, respectively) were assessed with 31P MRS using the saturation transfer experiment applied to the exchange between Pi and ATP [11,13,16]. Intramyocellular concentrations of G-6-P (μmol/l muscle) and Pi were measured from the ratio of the integrated respective peak intensities and β-ATP resonance intensity in spectra without inversion and saturation assuming a constant ATP concentration of 5.5 mmol/l muscle .
IMCL in soleus muscle was determined by 1H MRS as described . The cubic volume of interest within the muscle (1.73 cm3) and the magnetic field was shimmed on the localized water signal (line width, 2–15 Hz). On a separate day and after a 12-h fast, localized 1H MRS of the liver was acquired to measure HCL as described .
Plasma glucose was measured by the glucose oxidase method (Glucose analyzer II, Beckman Coulter, http://www.beckmancoulter.com/). Plasma FFAs were assayed with a microfluorimetric method (Wako Chem USA, http://www.wakousa.com/). In vitro lipolysis was prevented by collecting blood into orlistat-containing vials. Plasma triglycerides were measured by a peroxidase-coupled colorimetric assay (Roche, http://www.roche.com/home.html). Plasma concentrations of insulin, C-peptide and glucagon were determined by double antibody radioimmunoassay . Plasma lactate concentrations were measured enzymatically (Roche) .
Calculations and Statistics
Basal rates of glucose appearance (Ra) were calculated by dividing the tracer D-[6,6-2H2] glucose infusion rate times tracer enrichment by the percent of tracer enrichment in plasma and subtracting the tracer infusion rate . Ra was calculated using Steele's nonsteady-state equations . EGP was calculated from the difference between Ra and mean glucose infusion rates. Suppression of EGP (ΔEGP) by insulin is given as the percent change of EGP at 240 min from fasting. Suppression of plasma FFAs by insulin was calculated analogous to EGP.
All statistical analyses were performed using SPSS 6.0 software (SPSS, http://www.spss.com). Data are presented as means ± standard deviations (SDs) throughout the text and in the figures. Statistical comparisons between study groups were performed using ANOVA and repeated measurements ANOVA with Tukey post hoc testing when appropriate. Within-group differences were determined using two-tailed Student's t tests. Non-parametric correlations are Spearman correlations (R, P). Multiple linear regression analysis was performed for the dependent variable, bfATP, including the following basal metabolic parameters: C-peptide, alanine aminotransferase, HbA1c, fasting plasma glucose, basal FFAs, basal EGP, M, HCL, IMCL, basal G-6-P, activity index, BMI, waist-to-hip ratio, and age. Regression analysis for the dependent variable, ifATP, was done using the following independent variables: ΔEGP, suppression of FFAs and increase in G-6-P during clamp, M, HCL, IMCL, activity index, BMI, waist-to-hip ratio, and age. Differences were considered significant at the 5% level.
Volunteers in the T2DM group were nonobese, normolipidemic, and metabolically well-controlled with stable HbA1c values over the course of the last two years (Table 1). Basal EGP was not different from controls (T2DM, 1.8 ± 0.4 mg/[kg body weight × min]; CONo, 1.9 ± 0.3 mg/[kg body weight × min]; CONy, 1.7 ± 0.6 mg/[kg body weight × min]; p = 0.858).
Whole Body Metabolism During Normoglycemic-Hyperinsulinemic Clamps
Fasting plasma glucose was higher in patients with T2DM but normalized during the first 30 min of the clamps (Figure 1). In patients with T2DM, fasting plasma C-peptide was 61% higher than in both control groups (T2DM, 1.2 ± 0.3 nmol/l; CONo, 0.8 ± 0.1 nmol/l; CONy, 0.7 ± 0.1 nmol/l; p < 0.001 versus T2DM). Nevertheless, fasting plasma insulin was comparable in all groups (Table 1). During the clamps, mean concentrations of glucose and insulin were 5.5 ± 0.5 mmol/l and 514 ± 96 pmol/l, respectively, and did not differ between the groups (Figure 1). Fasting plasma lactate was lower (p = 0.005) in the CONy group than in patients with T2DM (T2DM, 1.26 ± 0.41 mmol/l; CONo, 1.01 ± 0.25 mmol/l; CONy, 0.80 ± 0.25 mmol/l). During the clamp, lactate concentrations remained unchanged in patients with T2DM, gradually increased in the CONo participants (p = 0.075) and increased in the CONy participants by 56% (p = 0.017) (T2DM, 1.30 ± 0.77 mmol/l; CONo, 1.29 ± 0.39 mmol/l; CONy, 1.24 ± 0.11 mmol/l). Insulin-mediated suppression of FFAs was comparable in all groups (T2DM, 92 ± 6%; CONo, 95 ± 4%; CONy, 90 ± 8%), although patients with T2DM had slightly higher plasma FFAs at 60, 180, and 210 min; p < 0.05 (Figure 1).
Time course of plasma glucose (top), insulin (middle), and FFAs (bottom) concentrations during euglycemic (approximately 5.5 mM glucose) –hyperinsulinemic (approximately 500 pM insulin) clamps in patients with T2DM (n = 10) (diamonds), age- and BMI-matched controls (CONo; n = 10) (squares), and young healthy controls (CONy; n = 11) (triangles). All units expressed as means ± SD. * p < 0.05 T2DM versus controls.
Insulin-stimulated whole body glucose disposal (M) was 126% and 54% higher in CONy and CONo participants than in patients with T2DM, respectively (p < 0.001, p = 0.010) (Figure 2). Insulin-stimulated suppression of EGP was more pronounced in CONy participants than in patients with T2DM (ΔEGP: T2DM, 88% ± 8%; CONo, 91% ± 21%; CONy, 107% ± 14%; p < 0.032 T2DM versus CONy).
Whole-body glucose disposal (A) and ΔEGP (B) during euglycemic–hyperinsulinemic clamp (n = 31). IMCL in skeletal muscle (n = 31) (C) and liver (n = 29) (HCL) (D). Patients with T2DM (black columns), CONo (grey columns), and CONy (white columns). All results are means ± SD. ¶ p < 0.001 T2DM versus CONy; † p < 0.01 CONo versus T2DM and CONy; * p < 0.05 T2DM versus CONy; § p < 0.001 T2DM versus controls.
IMCL did not differ between the groups (T2DM, 1.0% ± 0.5%; CONo, 0.9% ± 0.5%; CONy, 0.9% ± 0.3%; p = 0.808) (Figure 2), whereas HCL were 4- to 7-fold higher in patients with T2DM (T2DM, 14.1% ± 8.3%; CONo, 3.3% ± 4.4%; CONy, 2.2% ± 1.8%; p < 0.001 versus T2DM).
Intramyocellular G-6-P concentrations were similar during fasting (0.15 ± 0.057 mmol/l muscle) and increased by 50% during the clamp in all groups (0.22 ± 0.071 mmol/l muscle: T2DM, p = 0.044 versus baseline; CONo, p = 0.009 versus baseline; CONy, p = 0.002 versus baseline). Likewise, intramyocellular Pi concentrations were comparable at baseline (2.9 ± 0.4 mmol/l muscle) and increased 17% during the clamp in all groups (3.4 ± 0.4 mmol/l muscle: T2DM, p = 0.005 versus baseline; CONo, p = 0.001 versus baseline; CONy, p = 0.004 versus baseline).
Rates of Muscle ATP Synthesis
bfATP was 27% lower in patients with T2DM than in CONy participants (T2DM, 8.6 ± 1.9 μmol/[g muscle × min]; CONy, 11.8 ± 3.3 μmol/[g muscle × min] p < 0.031) and did not differ from CONo participants (10.4 ± 2.6 μmol/[g muscle × min]; p = 0.293 versus T2DM and p = 0.505 versus CONy) (Figure 3). ifATP rose by 26% and 11% in the CONy participants (14.8 ± 4.3 μmol/[g muscle × min], p = 0.003 versus basal) and the CONo participants (11.5 ± 1.7 μmol/[g muscle × min], p = 0.023 versus basal), but not in patients with T2DM (9.5 ± 2.7 μmol/[g muscle × min], p = 0.256 versus basal). Significant associations between ATP synthesis rates and physiological variables are shown in Table 2 and Figure 4. Fasting plasma insulin levels neither related to bfATP, ifATP, nor to M. C-peptide related negatively to ifATP (R = −0.458, p = 0.010) and positively to M (R = 0.550, p = 0.001). Adjustment for M disrupted the association between ATP synthetic fluxes and C-peptide levels. Adjustment for sex, age, BMI, and waist-to-hip ratio did not disrupt the negative correlations of bfATP and ifATP with fasting FFAs (R = −0.533, p = 0.007; R = −0.408, p = 0.042) and of ifATP to HCL (R = −0.415, p = 0.044). bfATP correlated positively with mean physical activity (R = 0.945, p < 0.001) and negatively with BMI (R = −0.818, p = 0.004) only in patients with T2DM. Multiple linear regression analysis for the dependent variable bfATP including basal metabolic parameters (see Methods) identified basal plasma FFAs and waist-to-hip ratio as significant and independent predictors of bfATP (Table 3). In model 1, basal FFAs alone explained 28% of the variance of bfATP. In model 2, waist-to-hip ratio was included in addition to basal plasma FFAs, thereby explaining 44% of the variance of bfATP. Multiple regression analysis for the dependent variable ifATP identified insulin sensitivity (M) as a significant predictor and explained 30% of the variance of ifATP (Table 3).
Rates of ATP synthetic flux (means ± SD) during fasting (bfATP, full columns) and during insulin stimulation (ifATP, hatched columns). Patients with T2DM (black columns), CONo controls (grey columns) and CONy controls (white columns) (n = 31). § p < 0.05 T2DM versus CONy; *, p < 0.05; †, p < 0.01.
Associations between ATP Synthesis Rates and Physiological Variables
Correlation analyses of rates of ATP synthetic flux (n = 31).
(A) Relation between fasting plasma concentration of FFAs and bfATP across all groups.
(B) Relation between fasting plasma FFAs and ifATP across all groups. Patients with T2DM (n = 10) (diamonds), age- and BMI-matched controls (CONo; n = 10) (squares), and young healthy controls (CONy; n = 11) (triangles).
Whole Body Metabolism During Hyperglycemic-Hyperinsulinemic Clamps
The effect of combined glucose and insulin stimulation on ifATP was studied in four of the T2DM volunteers during hyperglycemic–hyperinsulinemic clamps (Figure 5). Mean plasma glucose almost doubled (9.6 ± 0.8 mmol/l versus 5.5 ± 0.3 mmol/l; p < 0.001) resulting in 70% higher M-values compared to normoglycemic hyperinsulinemia (8.1 ± 4.4 mg/[kg body weight × min] versus 4.8 ± 2.5 mg/[kg body weight × min]; p = 0.048). Intramyocellular G-6-P concentrations doubled compared to normoglycemic hyperinsulinemia (240 min: 0.29 ± 0.01 mmol/l muscle versus 0.15 ± 0.05 mmol/l muscle; p = 0.010). Mean bfATP, ifATP and change of fATP during insulin stimulation did not differ between normoglycemic and hyperglycemic clamps (bfATP: 9.5 ± 2.2 μmol/[g muscle × min] versus 8.1 ± 1.7 μmol/[g muscle × min], p = 0.506; ifATP: 10.3 ± 2.4 μmol/[g muscle × min] versus 8.6 ± 3.2 μmol/[g muscle × min], p = 0.156, p = 0.628 basal versus insulin stimulation during hyperglycemic–hyperinsulinemic clamp; change of fATP during insulin stimulation: 0.9 ± 3.3 μmol/[g muscle × min] versus 0.03 ± 1.8 μmol/[g muscle × min], p = 0.579).
Whole body glucose disposal (A), concentration of intramyocellular G-6-P (B), and ifATP (C) during euglycemic (approximately 5.5 mM glucose)–hyperinsulinemic (approximately 500 pM insulin) (white columns) and hyperglycemic (approximately 9.5 mM glucose)–hyperinsulinemic (approximately 500 pM insulin) clamps (hatched columns) in patients with T2DM (n = 4). * p < 0.05.
Patients with well-controlled T2DM have impaired flux through muscle ATP synthesis occurring independently of glucose transport/phosphorylation and lipid deposition. Lipid availability primarily determines bfATP, whereas insulin sensitivity defines ifATP. Furthermore, the reduction in insulin-stimulated glucose disposal despite normal glucose transport/phosphorylation suggests further abnormalities, mainly in glycogen synthesis of these patients with T2DM.
We studied slightly overweight patients with well-controlled T2DM featuring a lower degree of whole-body insulin resistance compared with previous studies on mitochondrial function in insulin resistant states [9,20,21]. Of note, BMI, waist-to-hip ratio, fasting lipid, and insulin concentrations were comparable to an age-matched control group. These patients with overt T2DM exhibit somewhat reduced muscular ATP synthesis as assessed by noninvasive in vivo 31P MRS.
Both control groups featured similar bfATP, which was nearly doubled compared to a group of participants who were 15 years older, in a previous study . Thus, aging-dependent alterations in mitochondrial number, morphology, and in vivo function do not seem to be present in our CONo group, but cannot be completely excluded, because we did not perform muscle biopsies in this study [5,11,22]. bfATP of the patients with T2DM was higher than in other insulin-resistant groups, but lower only compared to the CONy group [11,12,23]. This variation suggests that nondiabetic insulin-resistant groups, such as first-degree relatives of patients with T2DM, exhibit peculiar abnormalities in bfATP which can be confounded by secondary metabolic events in the overt diabetic state. Physical activity and body mass were the major determinants of bfATP only in the patients with T2DM, confirming the relationship between exercise training and mitochondrial function and further pointing to a specific susceptibility of mitochondrial function to lifestyle factors in patients with T2DM .
Fasting plasma FFAs and waist-to-hip ratio were identified as independent predictors of bfATP. FFAs could decrease ATP synthesis by protonophoric action on the inner mitochondrial membrane, activation of uncoupling protein-1 (UCP-1), and damage of mitochondrial proteins and DNA, resulting from formation of reactive oxygen species [25–28]. Lipid-induced dysfunction of mitochondria might also occur via down-regulation of nuclear genes involved in genes that are involved in oxidative phosphorylation (OXPHOS) and mitochondrial biogenesis . Thus, environmental factors could serve as an epigenetic trigger affecting mitochondrial biogenesis in patients with T2DM . The frequently observed inverse association between lipid accumulation in skeletal muscle and insulin sensitivity is influenced by various factors such as gender, ethnicity, genes, and total body fat content, and it depends on muscle fiber composition . In the present study, IMCL did not differ between groups, suggesting that FFAs and their intracellular metabolites, rather than lipid deposition, are related to mitochondrial function.
Despite their good long-term metabolic control, the patients with T2DM were hyperglycemic during bfATP measurements due to withdrawal of glucose-lowering medication. Of note, transcription of OXPHOS genes can be normalized by near-normoglycemia in patients with poorly controlled T2DM . Hyperglycemia also increases reactive oxygen species formation due to an imbalance between glucose phosphorylation by mitochondria-bound hexokinase and reactions decreasing G-6-P such as glycolysis, pentose phosphate shunt, and glycogen synthesis. The resulting rise in G-6-P would cause feedback inhibition of hexokinase, decrease the mitochondrial ADP:ATP ratio, and thereby disrupt ADP recycling [32,33]. As fasting intramyocellular G-6-P was not different between individuals with and without diabetes, increased plasma glucose cannot completely account for the reduction of bfATP in patients with T2DM.
Insulin Stimulated Conditions
Although glucose disposal was markedly lower in patients with T2DM than in the controls during insulin stimulation, the 50% increase in G-6-P was surprisingly comparable between all three groups. Hyperinsulinemia of 515 pmol/l resulted in stimulation of glucose transport/phosphorylation in patients with T2DM similar to that in persons who do not have diabetes, and it rose even further during hyperglycemic hyperinsulinemia. The rise in G-6-P in the face of impaired glucose disposal could result from a defect of either glucose oxidation or glycogen synthesis relative to glucose transport via GLUT-4 and/or phosphorylation (hexokinase II), both of which lead to reduction of insulin-stimulated ATP synthesis.
Glucose transport was shown to be rate controlling for glucose disposal at lower plasma insulin concentrations and in obese patients with poorly controlled T2DM . Reduced expression and/or flux through hexokinase II indicate that glucose phosphorylation can also be impaired in patients with T2DM . One might speculate that the insulin-induced rise in G-6-P observed in our patients with T2DM could have reduced the activity of hexokinase II and lower the ADP:ATP ratio which in turn would slow down stimulation of ATP synthase flux . However, both absolute concentrations and percentage increase of G-6-P were almost identical, rendering this possibility unlikely. Thus, the insulin-sensitive rise in G-6-P seems to depend critically on the degree of insulinemia and glycemia and probably also on long-term metabolic control. These mechanisms could explain why a 20-fold rise in plasma insulin concentrations during hyperglycemia completely normalizes the diminished insulin-stimulated increment in G-6-P of patients with poorly controlled T2DM . On the other hand, lean insulin-resistant relatives of patients with T2DM exhibit a markedly reduced insulin-sensitive rise in G-6-P despite normoglycemia, highlighting the predominant role of inherited factors also for glucose transport/phosphorylation in this group .
Our patients with T2DM exhibited 27% lower rates of fasting ATP synthetic flux than the CONy participants, suggesting reduced aerobic capacity in T2DM. Reduction of oxidative capacity during insulin stimulation would diminish glucose oxidation—as reflected by impaired stimulation of ATP synthesis—and simultaneously cause reduction of glucose disposal. Plasma lactate was slightly higher during fasting but comparable during insulin stimulation. Carbohydrate oxidation was therefore likely unchanged, although abnormalities cannot be ruled out, because plasma lactate levels are also determined by extramuscular sources such as adipocytes .
In our patients with T2DM, impaired glucose disposal despite intact glucose transport/phosphorylation could further mirror a defect in insulin-stimulated nonoxidative glucose metabolism, i.e., muscle glycogen synthesis. In insulin-resistant nonobese relatives of patients with T2DM, exercise training unmasks an independent abnormality in muscle glycogen synthesis as shown by doubling of insulin-stimulated G-6-P without normalization of nonoxidative glucose metabolism . One limitation of the present study resides in the lack of data on muscle glycogen synthesis, which could not be measured due to time restrictions in this protocol. Nevertheless, the available data suggest a distinct post-transport/phosphorylation defect, particularly in glycogen synthesis, in these patients with well-controlled T2DM [39–41]. Another limitation resides in the small sample size of this study, which affects the probability of detecting associations between parameters and differences between groups. Of note, some normality approximations do not necessarily hold true for small numbers.
In young healthy humans, insulin markedly stimulated ATP synthesis, which primarily results from augmented substrate availability, mainly glucose, and stimulation of respiratory chain enzyme activities within 1–3 h of hyperinsulinemia, and from increased mitochondrial protein expression after 6 h of prolonged hyperinsulinemia [7,13,23]. ATP synthesis rose only modestly in CONo participants (11%) but not in patients with T2DM. Despite the known age-related mitochondrial abnormalities, in vivo mitochondrial function can be maintained in humans up to 70 years of age depending on physical activity and body mass [42,43]. Likewise, insulin sensitivity can be unimpaired but also reduced upon correction for body mass in the elderly [11,44–46]. In the present study, adjustment for BMI and waist-to-hip ratio did not affect the association between age and insulin sensitivity (R = −0.634, p < 0.001). Moreover, the lower increase in ifATP in our elderly participants is in line with the previously observed simultaneous occurrence of decreased basal ATP synthesis and decreased insulin sensitivity, and supports the contention that age-dependent changes in ifATP relate to those of insulin sensitivity .
The participants with T2DM, to which the controls were matched for age and BMI, failed to exhibit an increase in ifATP, similar to recent findings in young nonobese insulin-resistant offspring of patients with T2DM. Thus, it can be hypothesized that insulin resistance is responsible for impaired ATP synthesis during insulin stimulation, which is supported by the multivariate analyses across all groups in the present study. The nonobese patients with T2DM featured defective ifATP despite normal G-6-P stimulation, suggesting an abnormality independent of glucose transport that does not disappear by matching glucose disposal to that of older controls and resulting in doubling of G-6-P by hyperglycemic hyperinsulinemia.
Intramuscular Pi concentrations increased by 17%, in agreement with previous studies . The finding of similar basal and insulin-stimulated Pi in all groups seems to exclude abnormal Pi transport as the explanation for the ifATP variability in patients with T2DM. In contrast, lean insulin-resistant relatives of patients with T2DM exhibit markedly decreased insulin-stimulated Pi transport . The difference between this group and our patients with overt T2DM could result from specific inherited mitochondrial abnormalities in the relatives or secondary metabolic changes obscuring the effect on Pi transport in the patients with T2DM. Alternatively, increased lipid availability could explain lower ifATP by interference with insulin signaling, which is in line with FFA-dependent ifATP inhibition . Of note, plasma levels of FFAs during fasting was found to be tightly related to both bfATP and ifATP in the present study. Finally, ifATP correlated with HCL and elevation of HCL was identified as an early abnormality in patients with well-controlled T2DM, supporting the concept that ectopic fat in the liver rather than in muscle relates to whole body insulin sensitivity .
Different variants of insulin resistance can be found in humans. Insulin-resistant lean normoglycemic relatives of patients with T2DM present with IMCL accumulation along with clearly impaired insulin-stimulated Pi transport, mitochondrial ATP synthesis, and glucose transport and/or phosphorylation. In contrast, insulin-resistant nonobese near-normoglycemic patients with T2DM exhibit only slightly reduced ATP synthesis but have completely normal IMCL, Pi transport, and G-6-P increase. The difference could be explained by genes and secondary metabolic alterations such as glucolipotoxicity affecting the patients with T2DM. However, comparable fasting lipid concentrations and body mass in patients with T2DM and the age-matched control group render the latter possibility unlikely. To which extent accumulation of ectopic lipids (particularly HCL, which is seen in both offspring of and patients with overt T2DM) serve as common mediators or indicators of insulin resistance regardless of muscular abnormalities requires further investigation.
In conclusion, (i) patients with well-controlled insulin resistant T2DM have slightly lower ATP synthesis independent of glucose transport/phosphorylation and lipid deposition in muscle, (ii) lipid availability primarily determines bfATP, whereas (iii) insulin sensitivity defines ifATP, and (iv) reduction in insulin-stimulated glucose disposal suggests further abnormalities, mainly in glycogen synthesis of these patients with T2DM.
This study underlines the strong relationship between insulin sensitivity and function of mitochondria, the cells' power plants. Even a small degree of overweight and physical inactivity is associated with reduction in mitochondrial function, confirming the importance of lifestyle for development and prevention of insulin resistance and T2DM. Further research is needed, however, to delineate whether abnormalities in mitochondrial number and/or function are the cause or consequence of T2DM and to address the mitochondria as a target for novel therapeutic regimens.
We gratefully acknowledge the technical assistance of the staff of the Endocrine Laboratory and the excellent cooperation with Professors E. Moser and S. Trattnig (High-Field Magnetic Resonance Center of Excellence, Medical University of Vienna, Austria).
JS, AIS, MC, CT, AB, MK, PN, MW and WW provided substantial contribution to acquisition and analysis of data and final approval of the version to be published. JS also provided substantial contribution to interpretation of data and drafting the article. AB and WW also provided substantial contribution to the study design. MR provided substantial contribution to conception and design, analysis and interpretation of data, drafted the article, revised the article critically for important intellectual content and approved the version to be published.
- 1. Krssak M, Falk Petersen K, Dresner A, DiPietro L, Vogel SM, et al. (1999) Intramyocellular lipid concentrations are correlated with insulin sensitivity in humans: A 1H NMR spectroscopy study. Diabetologia 42: 113–116.M. KrssakK. Falk PetersenA. DresnerL. DiPietroSM Vogel1999Intramyocellular lipid concentrations are correlated with insulin sensitivity in humans: A 1H NMR spectroscopy study.Diabetologia42113116
- 2. Roden M, Price TB, Perseghin G, Petersen KF, Rothman DL, et al. (1996) Mechanism of free fatty acid-induced insulin resistance in humans. J Clin Invest 97: 2859–2865.M. RodenTB PriceG. PerseghinKF PetersenDL Rothman1996Mechanism of free fatty acid-induced insulin resistance in humans.J Clin Invest9728592865
- 3. Goodpaster BH, He J, Watkins S, Kelley DE (2001) Skeletal muscle lipid content and insulin resistance: Evidence for a paradox in endurance-trained athletes. J Clin Endocrinol Metab 86: 5755–5761.BH GoodpasterJ. HeS. WatkinsDE Kelley2001Skeletal muscle lipid content and insulin resistance: Evidence for a paradox in endurance-trained athletes.J Clin Endocrinol Metab8657555761
- 4. Pruchnic R, Katsiaras A, He J, Kelley DE, Winters C, et al. (2004) Exercise training increases intramyocellular lipid and oxidative capacity in older adults. Am J Physiol Endocrinol Metab 287: E857–E862.R. PruchnicA. KatsiarasJ. HeDE KelleyC. Winters2004Exercise training increases intramyocellular lipid and oxidative capacity in older adults.Am J Physiol Endocrinol Metab287E857E862
- 5. Lowell BB, Shulman GI (2005) Mitochondrial dysfunction and type 2 diabetes. Science 307: 384–387.BB LowellGI Shulman2005Mitochondrial dysfunction and type 2 diabetes.Science307384387
- 6. Roden M (2005) Muscle triglycerides and mitochondrial function: Possible mechanisms for the development of type 2 diabetes. Int J Obes (Lond) 29(Suppl 2): S111–S115.M. Roden2005Muscle triglycerides and mitochondrial function: Possible mechanisms for the development of type 2 diabetes.Int J Obes (Lond)29Suppl 2S111S115
- 7. Stump CS, Short KR, Bigelow ML, Schimke JM, Nair KS (2003) Effect of insulin on human skeletal muscle mitochondrial ATP production, protein synthesis, and mRNA transcripts. Proc Natl Acad Sci U S A 100: 7996–8001.CS StumpKR ShortML BigelowJM SchimkeKS Nair2003Effect of insulin on human skeletal muscle mitochondrial ATP production, protein synthesis, and mRNA transcripts.Proc Natl Acad Sci U S A10079968001
- 8. Ritov VB, Menshikova EV, He J, Ferrell RE, Goodpaster BH, et al. (2005) Deficiency of subsarcolemmal mitochondria in obesity and type 2 diabetes. Diabetes 54: 8–14.VB RitovEV MenshikovaJ. HeRE FerrellBH Goodpaster2005Deficiency of subsarcolemmal mitochondria in obesity and type 2 diabetes.Diabetes54814
- 9. Kelley DE, He J, Menshikova EV, Ritov VB (2002) Dysfunction of mitochondria in human skeletal muscle in type 2 diabetes. Diabetes 51: 2944–2950.DE KelleyJ. HeEV MenshikovaVB Ritov2002Dysfunction of mitochondria in human skeletal muscle in type 2 diabetes.Diabetes5129442950
- 10. Lebon V, Dufour S, Petersen KF, Ren J, Jucker BM, et al. (2001) Effect of triiodothyronine on mitochondrial energy coupling in human skeletal muscle. J Clin Invest 108: 733–737.V. LebonS. DufourKF PetersenJ. RenBM Jucker2001Effect of triiodothyronine on mitochondrial energy coupling in human skeletal muscle.J Clin Invest108733737
- 11. Petersen KF, Befroy D, Dufour S, Dziura J, Ariyan C, et al. (2003) Mitochondrial dysfunction in the elderly: Possible role in insulin resistance. Science 300: 1140–1142.KF PetersenD. BefroyS. DufourJ. DziuraC. Ariyan2003Mitochondrial dysfunction in the elderly: Possible role in insulin resistance.Science30011401142
- 12. Petersen KF, Dufour S, Befroy D, Garcia R, Shulman GI (2004) Impaired mitochondrial activity in the insulin-resistant offspring of patients with type 2 diabetes. N Engl J Med 350: 664–671.KF PetersenS. DufourD. BefroyR. GarciaGI Shulman2004Impaired mitochondrial activity in the insulin-resistant offspring of patients with type 2 diabetes.N Engl J Med350664671
- 13. Brehm A, Krssak M, Schmid AI, Nowotny P, Waldhausl W, et al. (2006) Increased lipid availability impairs insulin-stimulated ATP synthesis in human skeletal muscle. Diabetes 55: 136–140.A. BrehmM. KrssakAI SchmidP. NowotnyW. Waldhausl2006Increased lipid availability impairs insulin-stimulated ATP synthesis in human skeletal muscle.Diabetes55136140
- 14. Baecke JA, Burema J, Frijters JE (1982) A short questionnaire for the measurement of habitual physical activity in epidemiological studies. Am J Clin Nutr 36: 936–942.JA BaeckeJ. BuremaJE Frijters1982A short questionnaire for the measurement of habitual physical activity in epidemiological studies.Am J Clin Nutr36936942
- 15. Stingl H, Krssak M, Krebs M, Bischof MG, Nowotny P, et al. (2001) Lipid-dependent control of hepatic glycogen stores in healthy humans. Diabetologia 44: 48–54.H. StinglM. KrssakM. KrebsMG BischofP. Nowotny2001Lipid-dependent control of hepatic glycogen stores in healthy humans.Diabetologia444854
- 16. Jucker BM, Dufour S, Ren J, Cao X, Previs SF, et al. (2000) Assessment of mitochondrial energy coupling in vivo by 13C/31P NMR. Proc Natl Acad Sci U S A 97: 6880–6884.BM JuckerS. DufourJ. RenX. CaoSF Previs2000Assessment of mitochondrial energy coupling in vivo by 13C/31P NMR.Proc Natl Acad Sci U S A9768806884
- 17. Krebs M, Krssak M, Nowotny P, Weghuber D, Gruber S, et al. (2001) Free fatty acids inhibit the glucose-stimulated increase of intramuscular glucose-6-phosphate concentration in humans. J Clin Endocrinol Metab 86: 2153–2160.M. KrebsM. KrssakP. NowotnyD. WeghuberS. Gruber2001Free fatty acids inhibit the glucose-stimulated increase of intramuscular glucose-6-phosphate concentration in humans.J Clin Endocrinol Metab8621532160
- 18. Mandarino LJ, Consoli A, Jain A, Kelley DE (1993) Differential regulation of intracellular glucose metabolism by glucose and insulin in human muscle. Am J Physiol 265: E898–E905.LJ MandarinoA. ConsoliA. JainDE Kelley1993Differential regulation of intracellular glucose metabolism by glucose and insulin in human muscle.Am J Physiol265E898E905
- 19. Hother-Nielsen O, Vaag A, Skott P, Beck-Nielsen H (1993) Effect of hyperglycemia per se on glucose turnover rates in patients with insulin-dependent diabetes. Metabolism 42: 86–93.O. Hother-NielsenA. VaagP. SkottH. Beck-Nielsen1993Effect of hyperglycemia per se on glucose turnover rates in patients with insulin-dependent diabetes.Metabolism428693
- 20. Simoneau JA, Kelley DE (1997) Altered glycolytic and oxidative capacities of skeletal muscle contribute to insulin resistance in NIDDM. J Appl Physiol 83: 166–171.JA SimoneauDE Kelley1997Altered glycolytic and oxidative capacities of skeletal muscle contribute to insulin resistance in NIDDM.J Appl Physiol83166171
- 21. Halvatsiotis P, Short KR, Bigelow M, Nair KS (2002) Synthesis rate of muscle proteins, muscle functions, and amino acid kinetics in type 2 diabetes. Diabetes 51: 2395–2404.P. HalvatsiotisKR ShortM. BigelowKS Nair2002Synthesis rate of muscle proteins, muscle functions, and amino acid kinetics in type 2 diabetes.Diabetes5123952404
- 22. Short KR, Bigelow ML, Kahl J, Singh R, Coenen-Schimke J, et al. (2005) Decline in skeletal muscle mitochondrial function with aging in humans. Proc Natl Acad Sci U S A 102: 5618–5623.KR ShortML BigelowJ. KahlR. SinghJ. Coenen-Schimke2005Decline in skeletal muscle mitochondrial function with aging in humans.Proc Natl Acad Sci U S A10256185623
- 23. Petersen KF, Dufour S, Shulman GI (2005) Decreased insulin-stimulated ATP synthesis and phosphate transport in muscle of insulin-resistant offspring of type 2 diabetic parents. PLoS Med 2: e233.. KF PetersenS. DufourGI Shulman2005Decreased insulin-stimulated ATP synthesis and phosphate transport in muscle of insulin-resistant offspring of type 2 diabetic parents.PLoS Med2e233.
- 24. Gollnick PD, Armstrong RB, Saubert CW 4th, Piehl K, Saltin B (1972) Enzyme activity and fiber composition in skeletal muscle of untrained and trained men. J Appl Physiol 33: 312–319.PD GollnickRB ArmstrongCW Saubert 4thK. PiehlB. Saltin1972Enzyme activity and fiber composition in skeletal muscle of untrained and trained men.J Appl Physiol33312319
- 25. Jezek P, Engstova H, Zackova M, Vercesi AE, Costa AD, et al. (1998) Fatty acid cycling mechanism and mitochondrial uncoupling proteins. Biochim Biophys Acta 1365: 319–327.P. JezekH. EngstovaM. ZackovaAE VercesiAD Costa1998Fatty acid cycling mechanism and mitochondrial uncoupling proteins.Biochim Biophys Acta1365319327
- 26. Wojtczak L, Schonfeld P (1993) Effect of fatty acids on energy coupling processes in mitochondria. Biochim Biophys Acta 1183: 41–57.L. WojtczakP. Schonfeld1993Effect of fatty acids on energy coupling processes in mitochondria.Biochim Biophys Acta11834157
- 27. Wellen KE, Hotamisligil GS (2005) Inflammation, stress, and diabetes. J Clin Invest 115: 1111–1119.KE WellenGS Hotamisligil2005Inflammation, stress, and diabetes.J Clin Invest11511111119
- 28. Maassen JA, ‘T Hart LM, Van Essen E, Heine RJ, Nijpels G, et al. (2004) Mitochondrial diabetes: Molecular mechanisms and clinical presentation. Diabetes 53(Suppl 1): S103–S109.JA MaassenLM ‘T HartE. Van EssenRJ HeineG. Nijpels2004Mitochondrial diabetes: Molecular mechanisms and clinical presentation.Diabetes53Suppl 1S103S109
- 29. Richardson DK, Kashyap S, Bajaj M, Cusi K, Mandarino SJ, et al. (2005) Lipid infusion decreases the expression of nuclear encoded mitochondrial genes and increases the expression of extracellular matrix genes in human skeletal muscle. J Biol Chem 280: 10290–10297.DK RichardsonS. KashyapM. BajajK. CusiSJ Mandarino2005Lipid infusion decreases the expression of nuclear encoded mitochondrial genes and increases the expression of extracellular matrix genes in human skeletal muscle.J Biol Chem2801029010297
- 30. Huang X, Eriksson KF, Vaag A, Lehtovirta M, Hansson M, et al. (1999) Insulin-regulated mitochondrial gene expression is associated with glucose flux in human skeletal muscle. Diabetes 48: 1508–1514.X. HuangKF ErikssonA. VaagM. LehtovirtaM. Hansson1999Insulin-regulated mitochondrial gene expression is associated with glucose flux in human skeletal muscle.Diabetes4815081514
- 31. Sreekumar R, Halvatsiotis P, Schimke JC, Nair KS (2002) Gene expression profile in skeletal muscle of type 2 diabetes and the effect of insulin treatment. Diabetes 51: 1913–1920.R. SreekumarP. HalvatsiotisJC SchimkeKS Nair2002Gene expression profile in skeletal muscle of type 2 diabetes and the effect of insulin treatment.Diabetes5119131920
- 32. da-Silva WS, Gomez-Puyou A, de Gomez-Puyou MT, Moreno-Sanchez R, De Felice FG, et al. (2004) Mitochondrial bound hexokinase activity as a preventive antioxidant defense: Steady-state ADP formation as a regulatory mechanism of membrane potential and reactive oxygen species generation in mitochondria. J Biol Chem 279: 39846–39855.WS da-SilvaA. Gomez-PuyouMT de Gomez-PuyouR. Moreno-SanchezFG De Felice2004Mitochondrial bound hexokinase activity as a preventive antioxidant defense: Steady-state ADP formation as a regulatory mechanism of membrane potential and reactive oxygen species generation in mitochondria.J Biol Chem2793984639855
- 33. Cline GW, Petersen KF, Krssak M, Shen J, Hundal RS, et al. (1999) Impaired glucose transport as a cause of decreased insulin-stimulated muscle glycogen synthesis in type 2 diabetes. N Engl J Med 341: 240–246.GW ClineKF PetersenM. KrssakJ. ShenRS Hundal1999Impaired glucose transport as a cause of decreased insulin-stimulated muscle glycogen synthesis in type 2 diabetes.N Engl J Med341240246
- 34. Bonadonna RC, Del Prato S, Bonora E, Saccomani MP, Gulli G, et al. (1996) Roles of glucose transport and glucose phosphorylation in muscle insulin resistance of NIDDM. Diabetes 45: 915–925.RC BonadonnaS. Del PratoE. BonoraMP SaccomaniG. Gulli1996Roles of glucose transport and glucose phosphorylation in muscle insulin resistance of NIDDM.Diabetes45915925
- 35. Rothman DL, Magnusson I, Cline G, Gerard D, Kahn CR, et al. (1995) Decreased muscle glucose transport/phosphorylation is an early defect in the pathogenesis of non-insulin-dependent diabetes mellitus. Proc Natl Acad Sci U S A 92: 983–987.DL RothmanI. MagnussonG. ClineD. GerardCR Kahn1995Decreased muscle glucose transport/phosphorylation is an early defect in the pathogenesis of non-insulin-dependent diabetes mellitus.Proc Natl Acad Sci U S A92983987
- 36. Rothman DL, Shulman RG, Shulman GI (1992) 31P nuclear magnetic resonance measurements of muscle glucose-6-phosphate. Evidence for reduced insulin-dependent muscle glucose transport or phosphorylation activity in non-insulin-dependent diabetes mellitus. J Clin Invest 89: 1069–1075.DL RothmanRG ShulmanGI Shulman199231P nuclear magnetic resonance measurements of muscle glucose-6-phosphate. Evidence for reduced insulin-dependent muscle glucose transport or phosphorylation activity in non-insulin-dependent diabetes mellitus.J Clin Invest8910691075
- 37. Yki-Jarvinen H, Bogardus C, Foley JE (1990) Regulation of plasma lactate concentration in resting human subjects. Metabolism 39: 859–864.H. Yki-JarvinenC. BogardusJE Foley1990Regulation of plasma lactate concentration in resting human subjects.Metabolism39859864
- 38. Perseghin G, Price TB, Petersen KF, Roden M, Cline GW, et al. (1996) Increased glucose transport-phosphorylation and muscle glycogen synthesis after exercise training in insulin-resistant subjects. N Engl J Med 335: 1357–1362.G. PerseghinTB PriceKF PetersenM. RodenGW Cline1996Increased glucose transport-phosphorylation and muscle glycogen synthesis after exercise training in insulin-resistant subjects.N Engl J Med33513571362
- 39. Bogardus C, Lillioja S, Stone K, Mott D (1984) Correlation between muscle glycogen synthase activity and in vivo insulin action in man. J Clin Invest 73: 1185–1190.C. BogardusS. LilliojaK. StoneD. Mott1984Correlation between muscle glycogen synthase activity and in vivo insulin action in man.J Clin Invest7311851190
- 40. Damsbo P, Vaag A, Hother-Nielsen O, Beck-Nielsen H (1991) Reduced glycogen synthase activity in skeletal muscle from obese patients with and without type 2 (non-insulin-dependent) diabetes mellitus. Diabetologia 34: 239–245.P. DamsboA. VaagO. Hother-NielsenH. Beck-Nielsen1991Reduced glycogen synthase activity in skeletal muscle from obese patients with and without type 2 (non-insulin-dependent) diabetes mellitus.Diabetologia34239245
- 41. Shulman GI, Rothman DL, Jue T, Stein P, DeFronzo RA, et al. (1990) Quantitation of muscle glycogen synthesis in normal subjects and subjects with non-insulin-dependent diabetes by 13C nuclear magnetic resonance spectroscopy. N Engl J Med 322: 223–228.GI ShulmanDL RothmanT. JueP. SteinRA DeFronzo1990Quantitation of muscle glycogen synthesis in normal subjects and subjects with non-insulin-dependent diabetes by 13C nuclear magnetic resonance spectroscopy.N Engl J Med322223228
- 42. Nair KS (2005) Aging muscle. Am J Clin Nutr 81: 953–963.KS Nair2005Aging muscle.Am J Clin Nutr81953963
- 43. Rasmussen UF, Krustrup P, Kjaer M, Rasmussen HN (2003) Human skeletal muscle mitochondrial metabolism in youth and senescence: No signs of functional changes in ATP formation and mitochondrial oxidative capacity. Pflugers Arch 446: 270–278.UF RasmussenP. KrustrupM. KjaerHN Rasmussen2003Human skeletal muscle mitochondrial metabolism in youth and senescence: No signs of functional changes in ATP formation and mitochondrial oxidative capacity.Pflugers Arch446270278
- 44. Ferrannini E, Vichi S, Beck-Nielsen H, Laakso M, Paolisso G, et al. (1996) Insulin action and age. European group for the study of insulin resistance (EGIR). Diabetes 45: 947–953.E. FerranniniS. VichiH. Beck-NielsenM. LaaksoG. Paolisso1996Insulin action and age. European group for the study of insulin resistance (EGIR).Diabetes45947953
- 45. Fink RI, Wallace P, Olefsky JM (1986) Effects of aging on glucose-mediated glucose disposal and glucose transport. J Clin Invest 77: 2034–2041.RI FinkP. WallaceJM Olefsky1986Effects of aging on glucose-mediated glucose disposal and glucose transport.J Clin Invest7720342041
- 46. Fink RI, Kolterman OG, Griffin J, Olefsky JM (1983) Mechanisms of insulin resistance in aging. J Clin Invest 71: 1523–1535.RI FinkOG KoltermanJ. GriffinJM Olefsky1983Mechanisms of insulin resistance in aging.J Clin Invest7115231535
- 47. Roden M, Krssak M, Stingl H, Gruber S, Hofer A, et al. (1999) Rapid impairment of skeletal muscle glucose transport/phosphorylation by free fatty acids in humans. Diabetes 48: 358–364.M. RodenM. KrssakH. StinglS. GruberA. Hofer1999Rapid impairment of skeletal muscle glucose transport/phosphorylation by free fatty acids in humans.Diabetes48358364
- 48. Roden M (2006) Mechanisms of disease: Hepatic steatosis in type 2 diabetes-pathogenesis and clinical relevance. Nat Clin Pract Endocrinol Metab 2: 335–348.M. Roden2006Mechanisms of disease: Hepatic steatosis in type 2 diabetes-pathogenesis and clinical relevance.Nat Clin Pract Endocrinol Metab2335348