Abstract
Salsalate is a prodrug of salicylate that lowers blood glucose in patients with type 2 diabetes (T2D) and reduces nonalcoholic fatty liver disease (NAFLD) in animal models; however, the mechanism mediating these effects is unclear. Salicylate directly activates AMPK via the β1 subunit, but whether salsalate requires AMPK-β1 to improve T2D and NAFLD has not been examined. Therefore, wild-type (WT) and AMPK-β1–knockout (AMPK-β1KO) mice were treated with a salsalate dose resulting in clinically relevant serum salicylate concentrations (~1 mmol/L). Salsalate treatment increased VO2, lowered fasting glucose, improved glucose tolerance, and led to an ~55% reduction in liver lipid content. These effects were observed in both WT and AMPK-β1KO mice. To explain these AMPK-independent effects, we found that salicylate increases oligomycin-insensitive respiration (state 4o) and directly increases mitochondrial proton conductance at clinical concentrations. This uncoupling effect is tightly correlated with the suppression of de novo lipogenesis. Salicylate is also able to stimulate brown adipose tissue respiration independent of uncoupling protein 1. These data indicate that the primary mechanism by which salsalate improves glucose homeostasis and NAFLD is via salicylate-driven mitochondrial uncoupling.
Nonalcoholic fatty liver disease (NAFLD) is considered an important contributing factor to the development of insulin resistance and type 2 diabetes (T2D) (1). Despite the rising prevalence of NAFLD and importance for the development of T2D, there are currently no pharmacological approaches for the treatment of this disease (2).
Salsalate is a prodrug of salicylate and is hydrolyzed in the small intestine to produce two molecules of salicylate (3,4). The circulating concentration of salicylate in humans administered salsalate in T2D clinical trials is ~1 mmol/L (5–8). Salsalate has also been shown to improve symptoms of NAFLD (9) and nonalcoholic steatohepatitis in mice (10). The mechanism by which salsalate improves T2D and NAFLD is currently unclear, although multiple mechanisms have been proposed (10–16). The mechanism of action most commonly associated with salsalate is the direct repressing effect of salicylate on inhibitor of nuclear factor κ-B kinase subunit β (IKK-β) to reduce inflammation (11–13). However, the concentration of salicylate used in these studies nonspecifically inhibits many protein kinases through direct competition with their ATP binding sites (16–18). In contrast to kinase inhibition, salicylate has also been shown to directly activate AMPK, a metabolic-sensing enzyme important for regulating inflammation (19), liver lipid metabolism (20), and brown fat thermogenesis (21,22). The effect of salicylate on AMPK occurs via a direct interaction with the Ser108 residue of the β1 subunit (16,23). The most recent proposal to explain the mechanism of salicylate suggests that salsalate can activate brown adipose tissue (BAT) through activation of cAMP-dependent protein kinase (15).
Although salicylate directly activates AMPK via the β1 subunit, daily intraperitoneal injections of salicylate (250 mg/kg) improved a marker of HOMA insulin resistance in both wild-type (WT) and AMPK-β1–knockout (KO) mice fed a high-fat diet (HFD) (16). Because the dose of salicylate used in this study results in serum concentrations of salicylate more than double the clinical levels after the oral intake of salsalate (~2.4 mmol/L compared with ~1.0 mmol/L, respectively) we hypothesized that the AMPK-β1–independent effects may have been a result of off-target kinase inhibition (16–18).
The purpose of this study was to investigate whether oral delivery of clinically relevant concentrations of salsa-late improves glucose homeostasis and reduces NAFLD through an AMPK-β1–dependent pathway. Salsalate was observed to improve whole-body glucose homeostasis, reduce liver lipid content, and improve adipose tissue inflammation independently of AMPK-β1. These diverse metabolic effects of salsalate are associated with the protonophoric effects of salicylate and subsequent mitochondrial uncoupling and increased energy expenditure. These data suggest that salicylate-driven mitochondrial uncoupling is the primary mechanism mediating the beneficial effects of salsalate therapy on NAFLD and T2D.
RESEARCH DESIGN AND METHODS
Study Approval
All animal procedures were approved by the McMaster University Animal Ethics Research Board (AUP #: 12-12-44; Hamilton, Ontario, Canada) and conform to the Guide for the Care and Use of Laboratory Animals published by the U.S. National Institutes of Health.
Animals
WT and AMPK-β1KO mice were started on an HFD (60% calories from fat) at 8 weeks of age. At 4 weeks after the initiation of the HFD, half of the mice continued on the HFD and the other half were switched to an HFD supplemented with 2.5 g/kg salsalate. These diets were maintained for 8 weeks until sacrifice (Supplementary Fig. 1A). The glucose tolerance test was performed in 6-h fasted mice after an injection of glucose (0.8 g/kg i.p.). The alanine tolerance test was performed in 16-h fasted mice after an injection of alanine (2 g/kg i.p.) (24). Blood glucose levels were determined from a small tail vein nick using a One Touch Ultra Glucometer (LifeScan Canada). Metabolic monitoring was performed in a Comprehensive Lab Animal Monitoring System (CLAMS), an indirect calorimetry system (Columbus Instruments, Columbus, OH) at week 10. Nonmoving VO2 measurements were taken under light anesthetic to remove activity level confounding (25,26). To assess uncoupling protein 1 (UCP1)–mediated thermogenesis, CL-316,243 (0.033 nmol/g body weight) administration was performed as previously described (26). In a subset of animals, insulin (1 unit/kg) was administered before sacrifice to examine insulin signaling in the liver and 2-deoxy-D-glucose uptake into skeletal muscle and adipose tissue (27).
Analytical Measurements
Serum salicylate concentrations were determined from a commercially available kit (Neogen Corporation) following the manufacturer’s instructions. Liver sections were stained with hematoxylin and eosin. Liver and tibialis anterior samples were extracted by the Folch method to measure tissue triglyceride levels (28). Primary hepatocytes were freshly isolated by collagenase perfusion for the lipogenesis and respiration measurements. Mitochondrial membrane potential (Δψm) was measured using the tetramethyl rhodamine methyl ester (TMRM) stain (20 nmol/L, nonquenching) (29). Primary hepatocyte de novo lipogenesis was measured similar to previous reports using 3H acetate (PerkinElmer) (20). Quantitative real-time PCR was performed as previously described to determine mRNA expression levels (19). Briefly, epididymal adipose tissue was lysed in TRIzol reagent (Invitrogen, Carlsbad, CA) to remove lipid, and the aqueous phase was applied to an RNeasy kit (Qiagen, Valencia, CA) column for subsequent purification. Relative gene expression was calculated using the comparative Ct (2−ΔΔCt) method, where values were normalized to the housekeeping gene Ppia. TaqMan primers F4/80 (Emr1, Mm00802529_m1), cluster of differentiation 68 (Cd68, Mm00839636_g1), tumor necrosis factor-α (Tnf-α, Mm00443258_m1), chemokine (C-C motif) ligand 2 (CCL2, Mm00441242_m1), and interleukin-1β (Il-1β, Mm00434228_m1), were purchased from Invitrogen. Western blotting was performed similar to the description by Ford et al. (9), and all antibodies were purchased from Cell Signaling. ATP concentration was determined in freeze-clamped liver tissue according to the manufacturer’s instruction (ab113849; Abcam) (30).
Respiration Methods
Mitochondrial respiration was measured by high-resolution respirometry (Oxygraph-2k; Oroboros, Innsbruck, Austria) at 37°C and room air saturated oxygen tension. Permeabilized primary hepatocyte respiration was performed in MIRO5 buffer containing EGTA (0.5 mmol/L), MgCl2*6H2O (3 mmol/L), K-lactobionate (60 mmol/L), KH2PO4 (10 mmol/L), HEPES (20 mmol/L), sucrose (110 mmol/L), and fatty acid–free BSA (1 g/L). Primary hepatocytes were scraped into 2 mL of respiration buffer, and 800 μL of the suspension was quickly added to the respiration chambers. Digitonin (8.1 μmol/L) was added to the chambers to permeabilize the cells, and the assay was initiated after a 5-min incubation period. Permeabilized skeletal muscle fibers and epididymal adipose tissue were prepared as previously described (31,32). BAT mitochondria were isolated, and respiration was performed similar to previous reports (33,34).
Mitochondrial Proton Conductance
Isolated liver mitochondrial VO2 rates and Δψm were measured simultaneously in the Oroboros system at 37°C (35,36). Mitochondria were isolated similar to previous descriptions (37), and experiments were run in Buffer Z containing K-2-(N-morpholino)ethanesulfonic acid (110 mmol/L), KCl (35 mmol/L), EGTA (1 mmol/L), K2HPO4 (5 mmol/L), MgCl2*6H2O (3 mmol/L), and BSA (0.5 mg/mL), pH 7.1, 295 mOsm. Buffer Z was supplemented with carboxy atractyloside (1.5 μmol/L), oligomycin (1.25 μg/mL), guanosine diphosphate (GDP) (0.5 mmol/L), nigericin (0.1 μmol/L), rotenone (5 μmol/L), and succinate (6 mmol/L). Δψm was measured using electrodes sensitive to tetraphenylphosponium (TPP+), and the TPP+ electrode was calibrated by a 5-point titration (0.9–1.7 μmol/L, every 2 μmol/L) at the beginning of each experiment. Δψm was lowered by titration of the complex II inhibitor malonate (0.1 to 5 mmol/L) in the absence or presence of 1 mmol/L salicylate. Salicylate was also titrated directly into respiration chambers.
Acute Effects of Salsalate In Vivo
To assess the acute effects of salsalate on in vivo lipogenesis, energy expenditure, VO2, and VCO2, mice were intraperitoneally injected with salsalate (Cayman Chemicals) or vehicle. Salsalate was initially dissolved in 100% DMSO and then further suspended in 20% 2-hydroxypropyl-β-cyclodextrin (Sigma-Aldrich) in saline down to a final concentration of 5% DMSO. The vehicle control for these experiments was the same stock of 20% 2-hydroxypropyl-β-cyclodextrin (in saline) with 5% DMSO. In vivo lipogenesis was performed similar to previous reports (20,38). Mice were fasted for 15 h, refed for 2 h, and then 20 μCi of 3H acetate (PerkinElmer) was intraperitoneally injected into the mouse. The mice were intraperitoneally injected 15 min later with salsalate or vehicle made up as above. The mice were sacrificed 1 h later (Supplementary Fig. 1B).
The lipids were extracted by the Folch method, and the entire chloroform layer was counted for radioactivity. The liver was also examined for measurements of AMPK activation and ATP concentration. For acute changes in energy expenditure, 1 h after the administration of salsalate or vehicle, mice were lightly anesthetized with an intraperitoneal injection of 0.5 mg/g body weight Avertin (2,2,2-tribromoethanol dissolved in 2-methyl-2-butanol; Sigma-Aldrich) to obtain nonmoving measurements. This protocol was undertaken to ensure that energy expenditure associated with activity (skeletal muscle contraction) would not confound our energy expenditure data. The mice were placed dorsal side up onto an enclosed stationary treadmill and metabolic measurements were monitored for 12 min using CLAMS (Supplementary Fig. 1C).
Statistical Analyses
Values are reported as mean ± SEM. Data were analyzed using two-way or one-way ANOVA with Bonferroni post hoc test or Student t test where indicated. Differences were considered significant when P < 0.05.
RESULTS
Salsalate Treatment Improves Glucose Homeostasis and Reduces Liver Lipids Independent of AMPK-β1
Salsalate (2.5 g/kg) supplemented in a 60% HFD gave serum salicylate values of ~800–900 μmol/L (Fig. 1A) matching clinical levels (5). WT and AMPK-β1KO mice were fed the HFD for 4 weeks, followed by 8 weeks of the HFD or HFD with salsalate supplementation. Significant differences in body mass were not observed (Fig. 1B), but salsalate supplementation significantly reduced the percentage of adiposity and increased the percentage of lean mass (Fig. 1C and D). An increase in nonmoving VO2 was observed (Fig. 1E), although examination of the mice in the free-living state indicated no differences in VO2, energy expenditure, VCO2, activity levels, or food intake (Supplementary Fig. 2).
Fasting glucose levels and glucose tolerance were improved by salsalate in both WT and AMPK-β1KO mice (Fig. 1F–H). Salsalate supplementation improved alanine tolerance (Fig. 1I and J), suggesting reductions in hepatic gluconeogenesis. Reductions in liver lipid content in WT and AMPK-β1KO mice were also observed (Fig. 1K and L). Lipid levels in the tibialis anterior muscle were not significantly reduced by salsalate (Supplementary Fig. 3). Consistent with reductions in adiposity in both WT and AMPK-β1KO mice (Fig. 1C), markers of adipose tissue inflammation were generally reduced in both genotypes after treatment with salsalate (Supplementary Fig. 4). Insulin-stimulated 2-deoxy-D-glucose uptake into skeletal muscle (Supplementary Fig. 5A) and inguinal white adipose tissue (Supplementary Fig. 5B) was not different between genotypes or after salsalate treatment. Liver AKT phosphorylation at Thr308 and insulin receptor substrate 1 phosphorylation at Tyr1222 were also unchanged (Supplementary Fig. 6). Therefore, a clinically relevant dose of salsalate increases nonmoving VO2, improves glucose homeostasis, lowers markers of adipose tissue inflammation, and reduces liver lipids independent of AMPK-β1.
Salicylate Uncouples Mitochondria
To explore AMPK-β1–independent mechanisms by which salsalate may increase VO2, reduce liver lipid content, and improve glucose homeostasis, the ability of salicylate to uncouple mitochondria at clinical concentrations in permeabilized primary hepatocytes was examined. To this end, permeabilized primary hepatocyte respiration was stimulated with glutamate, malate, and ADP to induce state 3 respiration, and in a stepwise fashion the following were added: 1) cytochrome c to check for outer mitochondrial membrane integrity (39), 2) GDP to inhibit uncoupling proteins (40,41), 3) oligomycin to inhibit ATP synthase (42), and 4) salicylate at increasing concentrations. Salicylate increases respiration independent of uncoupling proteins and ATP synthase in a dose-dependent manner at concentrations starting as low as 0.1 mmol/L in WT (Fig. 2A and B) and AMPK-β1KO hepatocytes (Supplementary Fig. 7A). Similar observations were also observed in permeabilized skeletal muscle fibers (Supplementary Fig. 7B) and epididymal white adipose tissue (Supplementary Fig. 7C).
To further examine the concept of mitochondrial uncoupling, Δψm was measured using TMRM staining, and salicylate was observed to dose-dependently decrease Δψm (Fig. 2C and D). Mitochondrial proton conductance assays were then performed, and in the presence of 1.0 mmol/L salicylate, proton current was elevated at a given membrane potential (Fig. 2E). Salicylate also directly increased mitochondrial proton conductance (Fig. 2F). Thus, the protonophoric effect of salicylate can explain the salicylate-induced mitochondrial uncoupling, the increase in VO2 in vitro and in vivo, and the AMPK-β1–independent effects of salsalate.
Subclinical Salicylate Treatment Suppresses Primary Hepatocyte De Novo Lipogenesis
The mechanism by which mitochondrial uncoupling is traditionally viewed to improve metabolic health is associated with increases in substrate oxidation; however, the suppression of anabolism may also play a role. Indeed, human subjects with NAFLD display a fivefold increase in rates of fatty acid synthesis (de novo lipogenesis [DNL]) (43,44). Therefore, the effects of clinical salicylate concentrations on DNL were examined and correlated with mitochondrial uncoupling.
Salicylate dose-dependently suppressed primary hepatocyte DNL at subclinical concentrations (Fig. 3A), and this suppression in DNL correlated with the salicylate-driven increases in uncoupled respiration (Fig. 3B and C). In addition, when hepatocytes were treated with two classic mitochondrial uncouplers, 2,4 dinitrophenol (DNP) and carbonyl cyanide-4-(trifluoromethoxy) phenylhydrazone, DNL rates were significantly reduced (Fig. 3D). These data highlight the importance of Δψm in the maintenance of DNL.
To investigate a role for AMPK in mediating the DNL-lowering effects of salicylate, DNL rates were examined in AMPK-β1KO primary hepatocytes. AMPK is also known to inhibit DNL via phosphorylation of Ser79/212 on acetyl-CoA carboxylase (ACC) (45), and so the effects of salicylate in a double-knockin (ACC-DKI) model harboring serine to alanine mutations on these two residues were analyzed (20). DNL rates were inhibited by salicylate in primary hepatocytes derived from AMPK-β1KO and ACC-DKI mice, indicating that salicylate inhibits DNL independent of AMPK-β1 and AMPK-ACC signaling (Fig. 3E).
Salsalate Suppresses Liver De Novo Lipogenesis In Vivo
To investigate whether these in vitro effects regarding DNL occurred in vivo, an acute salsalate dose that gives rise to circulating salicylate concentrations similar to human clinical data and the in vivo feeding study was examined. An acute injection of salsalate (62.5 mg/kg i.p.) in mice resulted in clinically relevant serum concentrations of salicylate (Fig. 4A). This dose is equivalent to a 70-kg human ingesting 4.2 g of salsalate, which is aligned with clinical dosing (3.5–4.5 g) (5,7). After an acute treatment with salsalate (62.5 mg/kg), nonmoving VO2, VCO2, and energy expenditure were increased, effects that are characteristic of mitochondrial uncoupling (Fig. 4B–D, method outlined in Supplementary Fig. 1C). In addition, salsalate reduced in vivo DNL rates by ~25% (Fig. 4E, method outlined in Supplementary Fig. 1B), and these effects were independent of changes in AMPK activation or ATP levels (Supplementary Fig. 8). Collectively, these data suggest that salsalate, via salicylate-driven mitochondrial uncoupling, increases energy expenditure and suppresses DNL in vivo.
Salicylate Increases Respiration in BAT Mitochondria Independent of UCP1
BAT activation increases energy expenditure, and strategies to increase BAT activation have shown therapeutic promise for treating NAFLD and T2D (46,47), effects that largely depend on the activation of UCP1 (48).
A recent study showed that salsalate directly activates BAT to increase energy expenditure and improve HFD-induced metabolic dysfunction (15). To further examine this proposed mechanism of action, salsalate-treated mice were analyzed using an in vivo technique that specifically detects UCP1-mediated thermogenesis (26). Upon analysis, salsalate treatment did not alter UCP1-mediated thermogenesis in response to β3 adrenergic stimulation in vivo (Fig. 5A–D), suggesting salsalate-induced increases in whole body VO2 does not depend on increases in UCP1 activation. Therefore, UCP1-independent BAT mitochondrial activity was investigated in response to salicylate. To this end, BAT mitochondria were isolated, and respiration was stimulated with palmitoyl-CoA (30 μmol/L) and then inhibited with the UCP1 inhibitor GDP (2 mmol/L) (34). Salicylate dose dependently increased VO2 even when UCP1 was inhibited by GDP (Fig. 5E and F). These data indicate that salicylate increases BAT mitochondrial VO2 independent of UCP1.
DISCUSSION
Various mechanisms have been proposed to explain the beneficial health effects associated with salsalate/salicylate. This is the first study to suggest that salicylate-driven mitochondrial uncoupling is the primary mechanism of action to explain the host of beneficial effects associated with salicylate (11,49,50) and salsalate (6–8,14,51,52). Data from the present study and previous investigations suggest that mitochondrial uncoupling resulting from the protonophoric properties of salicylate explains the consistently observed increases in energy expenditure in murine models and human subjects treated with salicylate-based compounds (6,10,11,14,15,52–58).
Classic studies from the 1950s observed that salicylate stimulates mitochondrial uncoupling (53,59), and previous work established that mitochondrial Δψm is reduced by 1.0 mmol/L salicylate (54). Moreover, proton conductance is increased with 1.0 mmol/L salicylate treatment (present data and ref. 54), and these bioenergetic effects are likely due to the ability of salicylate to act as a proton carrier (60,61). The current study extends this bioenergetic mechanism of salicylate into the regulation of whole-body physiology.
From a therapeutic perspective, the beneficial effects of mitochondrial protonophores (uncouplers) on T2D and NAFLD have been consistently observed (62–66). The compounds recently studied include a modified version of the classic protonophore, DNP (62), which is structurally similar to salicylate (53,67). These mitochondrial uncouplers result in an increase in energy expenditure similar to that obtained when treating with salsalate/salicylate (present work and previous studies [6,10,11,14,15,52–58]) and also improve markers of NAFLD and T2D (62–66). Therefore, considering that mitochondrial uncouplers improve T2D and NAFLD, and increasing energy expenditure is a potent mechanism to improve T2D and NAFLD (62,63,68–70), the present work, together with previous reports in mice and humans, is highly suggestive that salicylate-driven mitochondrial uncoupling is the primary mechanism of action explaining the improvement in T2D and NAFLD associated with salsalate treatment.
As a potential mechanism to explain why mitochondrial uncouplers improve T2D and NAFLD, salsalate was found to potently suppress hepatic DNL in vitro and in vivo. NAFLD is associated with increased rates of hepatic DNL (43,44), and this report is the first to show that DNL can be suppressed in vivo with an acute, therapeutically relevant dose of salsalate. DNL requires three basic constituents; substrate (acetyl-CoA), reductive power (NADPH), and energy supply (ATP). By reducing Δψm, salicylate and other uncoupling agents compromise the availability of all three factors as the cell shifts to a catabolic state and downregulates anabolic activity (67,71). Considering the potential importance of DNL in human NAFLD, future work investigating whether salsalate can suppress DNL in humans is warranted.
From a general mechanism standpoint, previous work in humans supplemented with high-dose aspirin (57) or salsalate (14) observed increases in carbohydrate and fat oxidation. The only way carbohydrate and fat oxidation can simultaneously increase in vivo is if the overall demand of the system (i.e., uncoupling or increased ATP turnover) changes. In the case of salsalate, by providing a protonophore (salicylate), Δψm is reduced, an effect that allows fat and carbohydrate catabolism to increase. In environments typified by overnutrition, this uncoupling mechanism works to blunt the toxic excess of substrate by siphoning fat and/or carbohydrate away from anabolic pathways (DNL) in favor of oxidation. In other words, mitochondrial uncouplers suppress the toxic effects of substrate oversupply by removing the substrate.
A limitation of this work is that definitive genetic evidence is unavailable because removing mitochondria and, therefore, the uncoupling effects of salicylate, is not possible. A further limitation is the difficulty in discerning which cell type or organ system is playing the most prominent role in mediating the beneficial effects of salsalate. Inhibition of hepatic DNL has shown therapeutic promise for NAFLD (72), as has promoting hepatic substrate consumption (62), indicating that the liver may be important. However, increasing BAT mitochondrial activity has been shown to spare the liver from substrate oversupply (46), and skeletal muscle is responsible for the majority of glucose clearance (73). Further work is thus required to investigate which organ system is playing the most prominent role.
In addition to the positive metabolic effects associated with mitochondrial uncouplers in the presence of nutrient excess, significant negative adverse effects have been associated with uncoupling agents, including DNP (74,75). The present report is an important message from not only a therapeutic perspective but also from a potential adverse effects perspective, and future work examining salicylate-based compounds should consider the fact that salicylate uncouples mitochondria at clinically relevant concentrations.
In summary, a therapeutically relevant dose of salsalate improves glucose homeostasis, lowers adipose tissue inflammation, and reduces liver lipid content, independent of AMPK-β1. Instead of AMPK, it seems likely that the protonophoric effect of salicylate is the primary mechanism underlying the metabolic improvements associated with salicylate (11,49) and salsalate (6–8,14,51,52) under conditions of nutrient excess. Future studies should consider this mechanism of action when examining effects of salsalate on T2D and NAFLD.
Supplementary Material
Acknowledgments
Funding. B.K.S. is a recipient of a Canadian Institutes of Health Research (CIHR) Postdoctoral Fellowship and Michael G. DeGroote Postdoctoral Fellowship. E.M.D. is a recipient of an Ontario Graduate Scholarship and Queen Elizabeth II Graduate Scholarship in Science and Technology. A.E.G. is a recipient of a Canadian Graduate Scholarship from CIHR/MitoCanada. E.P.M. is a Canadian Diabetes Association postdoctoral fellow. B.E.K. is supported by grants and a fellowship from the Australian Research Council and the National Health and Medical Research Council, supported in part by the Victorian Government’s Operational Infrastructure. These studies were supported by grants from the Canadian Diabetes Association (G.R.S.), the CIHR (G.R.S.), and the Natural Sciences and Engineering Research Council of Canada (G.R.S.). G.R.S. is a Canada Research Chair in Metabolism and Obesity and the J. Bruce Duncan Chair in Metabolic Diseases.
Footnotes
Duality of Interest. No potential conflicts of interest relevant to this article were reported.
Author Contributions. B.K.S. and G.R.S. designed research studies, analyzed data, and wrote the manuscript. B.K.S., R.J.F., E.M.D., A.E.G., M.C.H., V.P.H., E.A.D., K.M., J.D.C., E.P.M., and C.G.R.P. conducted experiments and analyzed data. B.K.S., R.J.F., E.M.D., A.E.G., V.P.H., E.A.D., K.M., J.D.C., E.P.M., B.E.K., M.A.T., and G.R.S. edited the manuscript. G.R.S. is the guarantor of this work and, as such, had full access to all the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis.
This article contains Supplementary Data online at http://diabetes.diabetesjournals.org/lookup/suppl/doi:10.2337/db16-0564/-/DC1.
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