Abstract
Elevated hepatic lipid content (IntraHepatic Lipid, IHL) increases the risk of metabolic complications. Although prolonged exercise training lowers IHL, it is unknown if acute exercise has the same effect. Furthermore, hepatic ATP content may be related to insulin resistance and IHL. We aimed to investigate if acute exercise leads to changes in IHL and whether this is accompanied by changes in hepatic ATP. Twenty-one men (age 54.8 ± 7.2 years, BMI 29.7 ± 2.2 kg/m2) performed a 2 h cycling protocol, once while staying fasted and once while ingesting glucose. IHL was determined at baseline, 30 min post-exercise and 4 h post-exercise. Additionally ATP/Total P ratio was measured at baseline and 4 h post-exercise. Compared with baseline values we did not observe any statistically significant changes in IHL within 30 min post-exercise in neither the fasted nor the glucose-supplemented condition. However, IHL was elevated 4 h post-exercise compared with baseline in the fasted condition (from 8.3 ± 1.8 to 8.7 ± 1.8%, p = 0.010), an effect that was blunted by glucose supplementation (from 8.3 ± 1.9 to 8.3 ± 1.9%, p = 0.789). Acute exercise does not decrease liver fat in overweight middle-aged men. Moreover, IHL increased 4 h post-exercise in the fasted condition, an increase that was absent in the glucose-supplemented condition. These data suggest that a single bout of exercise may not be able to lower IHL.
Regular exercise has beneficial effects on metabolic risk factors associated with type 2 diabetes1,2. Recent studies have suggested that prolonged exercise training reduces liver fat content and may thereby contribute to the beneficial effects of exercise on metabolic risk3,4,5,6. Results from exercise training studies in animals revealed that the effect of exercise on hepatic lipid content (IntraHepatic Lipid, IHL) strongly depends on the diet and that exercise is more effective in reducing IHL under conditions that favor liver fat accretion, such as when animals are fed a high-fat diet7. Interestingly, human data also revealed that exercise training appears to be more potent in reducing IHL in subjects with increased baseline IHL. Thus, the exercise-mediated reduction in IHL is more pronounced in subjects with Non-alcoholic fatty liver disease (NAFLD), type 2 diabetes, or in elderly8 than in healthy normal weight and young subjects. Furthermore, like with exercise training, acute bouts of exercise also improve insulin sensitivity9,10,11. The acute effects of exercise on IHL, however, have not yet been intensively studied. As yet, only three studies have examined the effect of acute exercise on IHL. However, all three of these studies were performed in lean young healthy volunteers in which liver fat is usually rather low12,13,14, which would complicate detecting exercise-mediated reductions in IHL. To circumvent this, one study12 let the male subjects consume a high-fat diet or a mixed diet for 67 h before exercise. Subsequently IHL was measured (with 1H-MRS) before and after 90 minutes of moderate intensity cycling. No statistically significant decrease was found directly after exercise, irrespective of the dietary condition. Hence it was concluded that acute exercise does not lower liver fat in young healthy men. In the other two studies, one study including male subjects with an average age of 28.9 years old13 and one study including male and female subjects with a slightly older age of 37.6 years old14, subjects also consumed a high-fat diet 3 days prior to the exercise trial. Here IHL (measured with 1H-MRS) was increased rather than decreases after a 2 hours exercise bout (50–60% of VO2 max), and it was speculated that the increase in IHL upon exercise was due to increased free fatty acid (FFA) availability during exercise. A clinically more relevant question, however, would be if acute exercise lowers liver fat in a middle-aged overweight subject population who are prone to the development of fatty liver or may already have elevated IHL (NAFLD), but such information is presently lacking.
As mentioned above, a potentially biasing complication when measuring IHL post-exercise is the increase in plasma FFA that goes along with exercise in the fasted state (originating from exercise-mediated increase in adipose tissue lipolysis)15,16. Plasma FFA is an important source for hepatic triglyceride17, and therefore high levels of plasma FFA during exercise might mask a potential exercise-lowering effect. To circumvent this bias, we here investigated the effect of acute exercise on IHL in middle-aged overweight sedentary subjects with a wide range of liver fat content under conditions with high and low plasma FFA concentrations.
Next to IHL, hepatic ATP concentrations, a measure for liver energy status, have also been suggested to be related to insulin resistance and hepatic lipid accumulation18. Therefore, we also studied if changes in IHL are accompanied by changes in hepatic ATP concentration. To this end, we employed 1H-MRS to determine IHL before and after exercise performed with and without glucose ingestion to suppress plasma FFA levels, as well as 4 h post exercise. 31P-MRS was employed before exercise and 4 h post exercise to determine hepatic ATP concentrations.
Results
Basic characteristics
Twenty-one middle-aged overweight men participated in this study. The subject characteristics of the entire group are shown in Table 1. The subjects had a wide variety of liver fat content (see figure 1 for basal liver fat content per subject). Of these subjects, eleven subjects met the clinical criteria for NAFLD (>5.6% liver fat)19, while in ten subjects hepatic fat content was within the normal physiological range (<5.6% liver fat). There were no significant differences in body weight, BMI, whole body fat percentage and fasting plasma glucose levels between subjects that would qualify as NAFLD and subjects with a normal liver fat content, but the NAFLD subjects were somewhat younger than the subjects with normal liver fat content (51.7 ± 5.4 years vs 58.2 ± 7.7 years, p = 0.036) and had a higher diastolic blood pressure (p = 0.011). As expected, clinical parameters that associate with fatty liver, such as plasma levels of TG and the liver enzymes gamma-GT, ASAT and ALAT were all significantly higher in subjects with a high (>5.6%) liver fat content compared to the subjects with normal liver fat content (p < 0.05). However, despite these clinical differences, liver fat content responded similarly in subjects with low and high liver fat content and hence all subjects are treated as one group in the data presented below.
Table 1. Subject characteristics.
Mean ± SD | Liver fat < 5.6% | Liver fat > 5.6% | All subjects (pooled) |
---|---|---|---|
Age, yr | 58.2 ± 7.7 | 51.7 ± 5.4* | 54.8 ± 7.2 |
Height, m | 1.79 ± 0.05 | 1.79 ± 0.03 | 1.79 ± 0.04 |
Weight, kg | 92.6 ± 9.1 | 97.5 ± 8.6 | 95.2 ± 9.0 |
BMI, kg/m2 | 28.7 ± 1.8 | 30.4 ± 2.3 | 29.6 ± 2.2 |
Fat % | 27.5 ± 6.2 | 28.5 ± 3.1 | 27.9 ± 4.9 |
VO2max/kg,ml × min−1 × kg1 | 30.3 ± 5.7 | 29.1 ± 6.1 | 29.7 ± 5.8 |
SBP (mmHg) | 135.7 ± 16.5 | 144.7 ± 12.6 | 140.4 ± 15.0 |
DBP (mmHg) | 83.3 ± 12.0 | 95.1 ± 6.7* | 89.5 ± 11.1 |
Glucose (mmol/L) | 5.3 ± 0.8 | 5.6 ± 0.4 | 5.4 ± 0.6 |
Gamma-GT (U/L) | 27.6 ± 9.4 | 55.5 ± 26.2* | 42.2 ± 24.2 |
ASAT (U/L) | 18.0 ± 4.5 | 25.9 ± 6.6* | 22.1 ± 6.9 |
ALAT (U/L) | 25.4 ± 8.8 | 44.6 ± 11.0* | 35.5 ± 13.9 |
Triglycerides (mmol/L) | 1.1 ± 0.3 | 2.0 ± 0.5* | 1.5 ± 0.6 |
Liver fat (%) | 2.7 ± 1.5 | 13.1 ± 6.7* | 8.1 ± 7.2 |
Data are means ± SD. BMI, Body Mass Index; SBP, Systolic Blood Pressure; DBP, Diastolic Blood Pressure. * p < 0.05 compared with subjects having less than 5.6% liver fat.
Energy expenditure and substrate oxidation
No significant differences in energy expenditure between the glucose-fed and the fasted state were found at baseline, during exercise or post exercise (see table 2). During exercise, there was a significant time (p < 0.001) and treatment (p < 0.001) effect, without a time*treatment interaction (p < 0.132) effect for respiratory quotient (RQ). RQ was significantly higher at every time point, except for baseline, in the glucose-fed state compared with the fasted state (p < 0.01) (see figure 2a), reflecting a higher carbohydrate oxidation in the glucose-fed state compared with the fasted state (p < 0.01) and a higher fat oxidation in the fasted state compared with the glucose-fed state (see table 2 for whole body glucose- and fat oxidation). RQ dropped between t = 30 and t = 120 min (p < 0.001) in both conditions. In the post-exercise period, a significant treatment effect (p < 0.001) was observed, with RQ remaining significantly higher in the glucose-fed state compared with the fasted state at every time point (p < 0.001). Data presented above is acquired from 17 subjects, data from four subjects had to be excluded from the analysis due to missing or poor quality of data.
Table 2. Energy expenditure and fat and carbohydrate oxidation during and after exercise in glucose-supplemented and fasted condition.
Glucose-supplemented | Fasted | ||||||
---|---|---|---|---|---|---|---|
Time, min | EE, kJ/min | Fat oxidation, mg/min | CHO oxidation, mg/min | EE, kJ/min | Fat oxidation, mg/min | CHO oxidation, mg/min | |
Exercise | 30 | 36 ± 4 | 342 ± 108# | 1442 ± 273# | 36 ± 5 | 457 ± 139 | 1125 ± 337 |
60 | 37 ± 4 | 512 ± 133# | 1077 ± 362# | 37 ± 5 | 592 ± 162 | 854 ± 396 | |
90 | 36 ± 5 | 534 ± 114# | 942 ± 326# | 36 ± 5 | 646 ± 174 | 666 ± 424 | |
120 | 35 ± 4 | 548 ± 135# | 891 ± 329# | 36 ± 6 | 672 ± 164 | 600 ± 438 | |
Post-exercise | 240 | 5 ± 1 | 54 ± 43# | 231 ± 107# | 6 ± 1 | 107 ± 21 | 79 ± 45 |
300 | 5 ± 1 | 45 ± 20# | 238 ± 54# | 5 ± 1 | 108 ± 22 | 72 ± 45 | |
360 | 5 ± 1 | 45 ± 18# | 240 ± 45# | 6 ± 1 | 114 ± 21 | 70 ± 45 |
Data are means ± SE, n = 17. EE, energy expenditure; CHO, carbohydrate. # p < 0.01 compared with fasted condition.
Plasma concentrations
There was a significant time (p < 0.0001), treatment (p < 0.0001) and time*treatment interaction (p < 0.0001) effect for plasma FFA concentrations. Plasma FFA concentrations increased with time during exercise and recovery from exercise in the fasted state, with a significant higher plasma FFA concentration at the end of exercise (t = 120) and 4 hours post-exercise (t = 360) compared with before exercise (t = −60) (p < 0.0001), whereas plasma FFA concentrations decreased over time in the glucose-fed state (p = 0.002). Furthermore, plasma FFA concentrations were substantially higher at the end of 2 hours of exercise and 4 hours post-exercise in the fasted state (p < 0.0001) compared with the glucose-fed state (Fig. 2b).
Plasma glucose concentrations showed a significant time (p < 0.0001), treatment (p < 0.0001) and time*treatment interaction (p < 0.0001) effect. Thus, plasma glucose concentrations increased with time during exercise and recovery from exercise in the glucose-supplemented state, with a significant higher plasma glucose concentration at the end of exercise (t = 120) and 4 hours post-exercise (t = 360) compared with before exercise (t = −60) (p = 0.0001), whereas plasma glucose concentrations decreased over time in the fasted state (p = 0.0001). Moreover, plasma glucose concentrations were higher at the end of 2 hours of exercise and 4 hours post-exercise in the glucose-supplemented state (p < 0.0001) compared with the fasted state (Fig. 2c).
Plasma triglyceride concentrations showed a significant time (p < 0.0001) and time*treatment interaction (p < 0.0001) effect in the fasted condition (Fig. 2d). Plasma triglyceride concentrations decreased with time from baseline (t = −60) to post-recovery (t = 360) in the fasted state, whereas it did not change when glucose supplementation was given.
Hepatic lipid content
Hepatic lipid content was investigated, by the means of 1H-MRS, before, within 30 min after cessation of exercise and 4 h post-exercise. IHL did not change significantly with acute exercise neither in the fasted nor in the glucose-supplemented condition, with IHL after cessation of exercise (t = 120) being 8.3 ± 1.9% of the water resonance in the fasted condition (p = 0.154) and 8.4 ± 1.8% in the glucose-supplemented condition (p = 0.181). However, IHL was increased 4 h post-exercise in the fasted condition compared with before exercise (8.3 ± 1.8% of the water resonance before exercise to 8.7 ± 1.8% of the water resonance 4 h post-exercise, (p = 0.010)); this increase in IHL post-exercise was absent in the glucose-supplemented condition (from 8.3 ± 1.9% to 8.3 ± 1.9% of the water resonance, (p = 0.789) (Fig. 3a).
When dividing subjects with low (<5.6%) and high (>5.6%) liver fat content, similar effects are found, with no significant changes in IHL within 30 min after cessation of exercise in both conditions and slightly increased 4 h post-exercise in the fasted condition. Furthermore, the increase in IHL 4 h post-exercise was similar for both groups (p = 0.630) (see delta increase in figure 3b).
Hepatic ATP/Total P ratio
ATP/Total P ratio was not statistically significant different from baseline 4 h post-exercise in neither the fasted (p = 0.086) nor the glucose-supplemented (p = 0.582) condition (Fig. 4a). However, although not statistically significant, we observed a tendency to a decrease in ATP/Total P ratio in the fasted condition. In six out of eight subjects ATP/Total P ratio decreased with 16.9 ± 3.3% four hours post-exercise, whereas we did not observe a decrease in ATP/Total P ratio when glucose supplementation was given (See individual data in figure 4b and c). No correlation was found between IHL and hepatic ATP content in this subgroup of eight subjects.
Discussion
Recent evidence suggests that prolonged exercise training might have a lowering effect on IHL3,4,5,6. Here, we examined the effect of an acute bout of exercise on the IHL in middle-aged overweight men with a wide range of liver fat content and we did not observe a decreased IHL in this population. Moreover, in the recovery phase after exercise, IHL was increased at 4 h post-exercise in the fasted condition; this increase in IHL was absent when subjects consumed glucose during and after exercise. During and after exercise, circulatory FFA levels are profoundly increased, which may deliver FFA to the liver with increased IHL as a consequence. Of note, glucose supplementation blunts the exercise-induced increase in plasma FFA levels. Therefore, the results of the present study indicate that in spite of strongly stimulated whole body fat oxidation during exercise, an acute bout of exercise is not enough to decrease IHL in this population.
There is an increasing prevalence of obesity worldwide, and obesity is associated with excessive storage of lipids (triglycerides) not only in adipose tissue, but also in non-adipose tissues, such as skeletal muscle and liver. Excessive lipid accumulation in the liver is associated with insulin resistance and type 2 diabetes. Lifestyle interventions like exercise training revealed that hepatic fat can be lowered by prolonged exercise training, hence preventing complications associated with hepatic fat accumulation3,4,5,6, with patients with high liver fat content showing the greatest reduction following physical activity training. Until now there are no studies investigating the acute effects of exercise on hepatic fat accumulation in an overweight middle-aged population at risk of developing fatty liver or with NAFLD already being present. We show here that an acute bout of exercise did not lead to a detectable decrease IHL, neither in a fasted nor in a glucose-supplemented condition. To our knowledge this is the first study to show this in overweight middle-aged men, which suggests that the long term effects of physical activity training cannot simply be explained by an additive effect of acute exercise bouts.
Whereas IHL did not significantly change within 30 min after cessation of exercise, it was slightly increased 4 h post-exercise in the fasted condition. This finding is consistent with recent reports in young, healthy subjects, in which one exercise session also lead to an increase in IHL after exercise13,14. The authors suggested that increased FFA availability during exercise15,16 might be responsible for the increase in IHL. We therefore also examined if exercise would have similar effects on IHL when performed with glucose supplementation during and after exercise. We have previously shown that glucose supplementation during/after exercise markedly blunts the exercise-induced increase in FFA. Consistently, the increase in IHL observed 4 h post exercise was absent in the glucose-supplemented condition. Next to reducing FFA levels, glucose supplementation also increases plasma glucose levels and - although not measured - possibly also insulin levels20, and both glucose and insulin are able to stimulate de novo lipogenesis21, which is an important factor in hepatic fat accumulation22. However, since enhanced de novo lipogenesis would result in increased IHL, the absence of an exercise effect on IHL in the glucose fed condition is most likely due to the reduction in plasma FFA levels, suggesting that indeed FFA availability during and after exercise may be an important factor in determining post-exercise IHL content. However, studies directly measuring FFA fluxes into liver are needed to confirm this hypothesis.
Next to measuring the IHL content, ATP/Total P ratio was determined at baseline and 4 h post-exercise in a subgroup of eight subjects. Although, ATP/Total P ratio did not significantly change 4 h post-exercise in neither the fasted nor the glucose-supplemented condition, ATP/Total P ratio had a tendency to be decreased in six out of eight subjects 4 h post-exercise in the fasted condition. It has been suggested that hepatic ATP levels are decreased in conditions such as insulin resistance and type 2 diabetes mellitus18,23, and that hepatocellular ATP levels are negatively correlating with liver fat in human subjects, suggesting lipotoxicity. In agreement with these data the current study reports a trend to decreased ATP levels along with increased IHL, although no correlation between hepatic lipid content and hepatic ATP levels was found. Interestingly, a recent study investigating the energy charge in the liver of mice after one single bout of exercise found a clear increase of AMP and a strong decrease of ATP in the liver24, suggesting that the reduction in ATP levels after exercise is a direct consequence of exercise. In the current study we did observe a non-significant decrease in ATP/Total P ratio after exercise in the fasted condition, whereas no decrease in ATP/Total P ratio was observed after exercise in the glucose-supplemented condition. This suggests that the elevation of IHL upon exercise instead of exercise per se – may be responsible for the reduced hepatic energy status of the liver. However, investigation of larger subject groups will have to determine to what extent the decrease in ATP/Total P ratio is related to increase in IHL.
In summary, we did not observe a decrease in liver fat after acute exercise in overweight middle-aged men. Moreover, IHL was increased post-exercise in the fasted state, an effect that is most likely due to the exercise-induced increase in plasma FFA levels. These data suggest that acute exercise is not responsible for the exercise-lowering effects on liver fat, and that a single bout of exercise may not be able to lower IHL, not even in a population with elevated IHL.
Methods
Subjects
Twenty-one middle-aged overweight men with a wide range of liver fat content participated in this study. None of the subjects participated in competitive sports and subjects with unstable body weight (>3 kg change in preceding six months) were excluded from the study. The study protocol conforms to the ethical guidelines of the 1975 Declaration of Helsinki as reflected in a priori approval by the institution's human research committee and written informed consent was obtained from all participants. All methods were carried out in accordance with the approved guidelines and regulations.
Study protocol
Before the start of the study, body composition and maximal aerobic capacity were determined in all subjects. The experimental trial comprised two separate test days separated by at least one week and performed in random order. Subjects refrained from physical activity two days prior to the test days. Furthermore, subjects were instructed to consume a standardized meal the evening prior to the test days and stayed fasted from 10 pm onwards. On the test days, subjects reported to the laboratory (Maastricht University Medical Center+) at 7:00 am after an overnight fast. IHL was investigated by proton magnetic resonance spectroscopy (1H-MRS). After this, a Teflon cannula was inserted into an antecubital forearm vein for sampling of blood and subjects rested for 30 minutes. Immediately after drawing the first blood sample, subjects ingested either 1.4 g/kg body weight of glucose (dissolved in water to a 20% solution and flavoured with 1 ml lemon juice) or the same amount of water. After this, subjects started exercising (t = 0 minute) on a stationary bike at 50% of their pre-determined maximal power output (Wmax) for two hours. During exercise, blood samples were drawn and substrate oxidation was measured by indirect calorimetry (Omnical, Maastricht University, Maastricht, The Netherlands) every 30 minutes (at t = 30, 60, 90 and 120 minutes) while heart rate was constantly measured. Immediately after cessation of exercise (t = 120 minute), subjects were transferred to the MR facility for a second 1H-MRS measurement. Importantly, due to the transfer time and the preparation steps of the 1H-MRS measurement itself, IHL could only be measured within 30 min after cessation of exercise. Subsequently, subjects bed-rested for three hours, followed by a third 1H-MRS scan four hours post exercise. Additionally, in a subgroup of eight subjects, ATP/Total P ratio was measured by phosphorous magnetic resonance spectroscopy (31P-MRS) at baseline as well as four hours post exercise. During the 4-hour post exercise period, blood samples were drawn and substrate oxidation was measured for 15 minutes every hour (at t = 180, 240, 300 and 360 minutes) in all subjects. The experimental design is depicted in figure 5.
Measurements prior to test days
A routine incremental cycling test on a stationary bike was used to determine maximal exercise capacity as described previously25 and a hydrostatic weighing with simultaneous measurement of lung volume was used to determine body composition. The equation of Siri26 was used to calculate fat percentage, fat mass and fat-free mass.
Blood sample analysis
Blood samples were collected in EDTA-containing tubes and immediately spun at high speed and frozen in liquid nitrogen and subsequently stored at −80°C until assayed. Plasma free fatty acids, triglycerides, and glucose were measured with enzymatic assays automated on a Cobas Fara/Mira (FA: Wako Nefa C test kit; Wako Chemicals, Neuss, Germany) (glucose: hexokinase method; Roche, Basel, Switzerland) (triglycerides: ABX Pentra CP reagents, Horiba ABX Diagnostics, Montpellier, France) (glycerol: Enzytec™ glycerol kit, R-Biopharm, Germany). The liver enzymes Gamma-GT, ASAT and ALAT were routinely measured during the screening visit and analysed in the clinical chemistry department in the hospital.
1H-MRS
IHL was determined in vivo by 1H-MRS. Measurements were performed on a whole body scanner (1.5 T, Intera, Philips Healthcare, Best, The Netherlands) as reported previously27. An 18 cm3 Volume of Interest (VOI) was placed within the lower right hepatic lobe (point resolved spectroscopy (PRESS), repetition time (TR) = 4 s, Echo time (TE) = 23 ms, bandwidth (BW) = 1000 Hz, n = 1024 points, number of signal averages (NSA) = 64). To minimize motion artifacts, subjects were asked to breathe in the rhythm of the measurement and to be at end-expiration during acquisition of spectra. Water signal was suppressed using frequency-selective prepulses. Spectra without water suppression were acquired with identical settings (NSA = 16) and all spectra were fitted with AMARES28 in the jMRUI software29. The T2-corrected ratios of the CH2 peak, relative to the unsuppressed T2-corrected water resonance was calculated and converted to a tissue fat percentage (weight/weight) by assuming a water content of 71.1%, a CH2-proton density of triglycerides of 60.2 mol−1, a proton density of water of 2 mol−1, a molecular weight of triglycerides and water of 860 g/mol and 18 g/mol, respectively. Three subjects had to be excluded from the IHL analysis due to poor quality of spectra.
31P-MRS
In a subgroup of eight subjects ATP content was determined at baseline and four hours post exercise in both the fasted and the glucose-supplemented condition. Subjects were positioned in supine position with a 10-cm diameter transmit/receive surface coil positioned at the level of the liver. MRI scout images were acquired during a breath hold and one-dimensional spectroscopic imaging (SI) was performed with 8 phase-encoding steps and SI slice thickness of 30 mm (TR = 4 s, n = 512 points, BW = 4000 Hz, NSA = 16). At least one slice was planned to be exclusively in liver tissue. To minimize motion artifacts, subjects were asked to breathe in the rhythm of the measurement and to be at end-expiration during acquisition of spectra. All spectra were fitted with the AMARES algorithm28 in the jMRUI software package29. The γ-ATP resonance was quantified and expressed as ratio of the γ-ATP to total phosphorus signal in the −25 to 25 ppm frequency region, expressed as ATP/Total P ratio in the current paper.
Statistics
Data are presented as mean ± SE. Hepatic lipid content was not normally distributed and therefore a non-parametric Friedman test was performed to test if there was an overall effect on IHL. Thereafter a pairwise comparison was performed with a Bonferroni correction for multiple comparisons. A two-way repeated measures ANOVA was performed to compare the mean differences between conditions for ATP, substrate oxidation and plasma values of FA, triglycerides, and glucose. All statistics were performed using SPSS 16.0 (IBM Corporation, Armonk, NY, USA) for Mac and p < 0.05 was considered statistically significant.
Author Contributions
L.B. and B.B. have set up the study concept and design, performed acquisition, analysis and interpretation of data, were responsible for the draft of the manuscript and performed statistical analysis; P.A.E. has set up the 31P-MRS protocol and performed acquisition, analysis and interpretation of data; M.K.C.H. has set up the study concept and design and was responsible for the draft of the manuscript and supervision of the study process; M.E.K. has set up the 31P-MRS protocol and performed analysis and interpretation of data; P.S. and V.B.S.H. have set up the study concept and design, interpreted the data, were responsible for the draft of the manuscript and supervision of the study process and obtained funding. All authors reviewed the manuscript.
Acknowledgments
The project is supported by the Dutch Diabetes Research Foundation (2009.60.003) and a VICI (grant 918.96.618) for innovative research from the Netherlands Organization for Scientific Research (NWO). V.B. Schrauwen-Hinderling is supported by a VENI (grant 91611136) for innovative research from the Netherlands Organization for Scientific Research (NWO). M. E. Kooi is supported by Aspasia Grant 015.008.047 from the Netherlands Organization for Scientific Research. This research was performed within the framework of CTMM, the Center for Translational Molecular Medicine (www.ctmm.nl), project PREDICCt (grant 01C-104), and supported by the Dutch Heart Foundation, Dutch Diabetes research Foundation and Dutch Kidney Foundation.
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