Abstract
Consumption of high energy Western diet triggers mild adaptive β cell proliferation to compensate for peripheral insulin resistance; however, the underlying molecular mechanism remains unclear. Here we show that the Toll-like receptors TLR2 and TLR4 inhibited the diet-induced replication of β cells in mice and humans. The combined, but not the individual loss of TLR2 and TLR4 increased the replication of β cells, but not that of α cells, leading to enlarged β cell area and hyperinsulinemia in diet-induced obesity. Loss of TLR2 and TLR4 increased the nuclear abundance of the cell cycle regulators cyclin D2 and Cdk4 in a manner dependent on the signaling mediator Erk. These data reveal a regulatory mechanism controlling the proliferation of β cells in diet-induced obesity and suggest that selective targeting of the TLR2-TLR4 pathways may reverse β cell failure in diabetic patients.
Keywords: β cell replication, high-fat diet, parabiosis, islet transplantation, mouse models, human islets, Erk, Ccnd2, CDK4, senescence
β cell replacement and regeneration therapies are promising approaches to the treatment of insulin-dependent type 1 diabetes (T1D) and type 2 diabetes (T2D). In rodents and humans, β cells in the pancreas are maintained by neogenesis of β cells from ductal precursor cells and the replication of preexisting β cells1, 2, 3. Neogenesis takes place mostly during fetal and neonatal life, and β cell proliferation rates decline dramatically with age. Mitotic replication of β cells, also known as β cell self-renewal, compensates for increased metabolic demands in adults3, 4, 5, 6, 7, 8. Western diet or high fat diet triggers mild β cell proliferation and islet mass expansion9, 10, 11, 12; however, the mechanism driving this adaptive process remains unclear. In diet-induced obesity, increased metabolic burden increases production of insulin by increasing secretion per β cell and/or by increasing β cell numbers. Insulin and glucose, as well as growth factors and nutrients promote β cell replication, at least in part through the activation of pro-proliferative/pro-survival protein kinases such as Akt and Erk (or Mapk, mitogen-activated protein kinase)13. Activation of Akt and Erk-Mapk may induce β cell proliferation by activating cell cycle regulators such as the cyclin D2 and Cdk4 and/or anti-apoptotic factors7, 14, 15, 16. This indicates potential negative regulatory mechanism(s) that limit diet-induced β-cell replication, the precise identities of which remain largely unknown.
TLR proteins, a family of conserved cell surface and intracellular proteins, recognize a variety of pathogen-associated molecular patterns and induce innate immune responses. They link innate immunity to adaptive immune responses against all known pathogens such as viruses, fungi, bacteria and protozoa17, 18, 19. Among a dozen TLR proteins, TLR4 detects lipopolysaccharides (LPS) found in most gram-negative bacteria, whereas TLR2, in conjunction with TLR1 or TLR6, recognizes lipopeptides (e.g. lipoteichoic acid, LTA) and other components of gram-positive bacteria. It has been reported that TLR2 and TLR4 may mediate nutrient sensing and metabolic regulation in T2D by acting directly or indirectly as sensors for free fatty acids or other lipids in adipose tissue and macrophages20, 21, 22, 23. In most reports, loss of either TLR2 or TLR4 in mice fed a high-fat diet (HFD) reduces systemic inflammation in the liver and adipose tissue, and improves insulin sensitivity24, 25, 26, 27. However, Tlr2−/− and Tlr4−/− mice on HFD exhibit mild metabolic phenotypes in term of glucose and insulin sensitivity that may be explained by redundancy in TLR2 and TLR4 function28. Here we show that TLR2 and TLR4 regulated β cell proliferation. The combined action of the TLR2 and TLR4-mediated signaling pathways maintained β cell quiescence in an islet-intrinsic manner in mice and humans. Loss of TLR2 and TLR4, but not of each individually, increased β cell proliferation in a HFD-dependent manner.
RESULTS
Regulatory mechanisms counter HFD-induced β cell replication
We first performed immunofluorescent staining and confocal microscopy to quantitate β cell proliferation, marked as Ki67+ and Insulin+ (Ki67+Ins+) cells, as a function of age in C57BL/6J (B6) male mice on low-fat diet (LFD) or high-fat diet (HFD) with 13% and 60% of calories derived from fat, respectively. Mice were maintained on LFD and for some, were switched to HFD at 6-weeks of age. Percent of Ki67+Ins+ β cells decreased nearly 50-fold when LFD mice reached 20 weeks of age compared to 4-week-old LFD mice and declined by an additional 4-fold in 45-week-old LFD mice (Fig. 1a). HFD feeding for 39 weeks modestly, but not significantly, increased the percent of Ki67+Ins+ β cells compared to those age-matched LFD mice at 45 weeks of age (Fig. 1a and Supplementary Fig. 1a). Treatment with the insulin receptor antagonist S961 (to induce systemic insulin resistance29) for the last two weeks augmented the percent of Ki67+Ins+ β cells by 3.5-fold in HFD mice compared to vehicle-treated HFD mice (Fig. 1a and Supplementary Fig. 1a). By contrast, S961 increased the percent of Ki67+Ins+ β cells by ~120 fold in 45-week-old LFD mice compared to vehicle-treated LFD mice, reaching to a level that was 3-fold higher than in S981-treated HFD mice (Fig. 1a). These observations indicated the existence of a regulatory mechanism that restrained β cell replication in HFD mice.
TLR2 and TLR4 activation blocks β cell proliferation in mice and humans
Compared with those cultured in low (2.8 mM) glucose, treatment of mouse primary islets with high (22.8 mM) glucose for 3 days stimulated the incorporation of the nucleotide analog BrdU in replicating β cells as measured by flow cytometry (Fig. 1b). Treatment with the TLR2- and TLR4-specific agonists, LTA and LPS, for the last 2 days significantly reduced the percent of BrdU+ β cells cultured with 22.8 mM glucose (Fig. 1b). The inhibitory effect of TLR2 and TLR4 agonists on β cell proliferation was blunted in Tlr2−/−Tlr4−/− islets (Fig. 1b). We next investigated the effect of TLR2-TLR4 activation in human islets isolated from three independent donors using the same BrdU incorporation assay (Supplementary Fig. 1b). Activation of TLR2 and TLR4 by LPS + LTA treatment reduced high glucose-induced BrdU incorporation in islets from healthy controls and T2D patients, albeit with large variability among the samples in terms of baseline proliferation (Supplementary Fig. 1c,d). These data suggested that activation of TLR2 and TLR4 may attenuate hyperglycemia-induced β cell proliferation.
TLR2-TLR4 deficiency plus HFD feeding leads to β cell accumulation
Six-week-old Tlr2−/−Tlr4−/− male mice on the B6 background fed a HFD gained body weight comparably to age- and gender- matched non-littermates B6 HFD mice (bred separately) as shown previously30 (Supplementary Fig. 2a). Serum insulin increased progressively in Tlr2−/−Tlr4−/− HFD mice compared to B6 HFD mice over a 21-week HFD feeding period (Fig. 1c). Histological examination of the pancreas revealed progressively enlarged islet mass and increased abundance of Ins+ β cells in Tlr2−/−Tlr4−/− HFD mice compared to age-matched B6 HFD mice over a 51-week HFD feeding period (Fig. 1d and Supplementary Fig. 2b–c). By contrast, number of glucagon+ α cells per islets was unchanged in Tlr2−/−Tlr4−/− HFD mice compared to age-matched B6 HFD mice (Supplementary Fig. 2d–e). After prolonged 51 week-HFD feeding, islets from Tlr2−/−Tlr4−/− HFD mice were visible to the naked eye with a remarkable accumulation of β cells, but not islets from B6 HFD mice (Fig. 1e and Supplementary Fig. 3a). HFD feeding was required for β cell accumulation in Tlr2−/−Tlr4−/− mice because Ins+ β cell area was comparable between Tlr2−/−Tlr4−/− mice and control B6 mice on LFD at 20- and 45-weeks of age (Supplementary Fig. 3b–d).
To exclude possible genetic variability between non-littermate B6 mice and Tlr2−/−Tlr4−/− mice, we crossed the Tlr2−/−Tlr4−/− mice with B6 mice and then interbred the Tlr2+/−Tlr4+/− mice to generate Tlr2−/−Tlr4−/− and Tlr2+/+Tlr4+/+ as littermates. In keeping with the above findings, Tlr2−/−Tlr4−/− HFD mice had significantly more Ins+ β cells and elevated insulin in the serum compared to Tlr2+/+Tlr4+/+ HFD littermates following 20-week HFD (Fig. 1f–h).
Islet hyperplasia and hyperinsulinemia was linked to insulin resistance in mice with a liver-specific deletion of the insulin receptor8, 31. However, 20-week-old Tlr2−/−Tlr4−/− HFD mice exhibited comparable insulin sensitivity to that of age-matched Tlr2+/+Tlr4+/+ HFD and B6 HFD mice following 14-week HFD (Fig. 1i–j), suggesting that β cell accumulation in Tlr2−/−Tlr4−/− HFD mice was not due to systemic insulin resistance. Therefore, these data suggested that loss of TLR2 and TLR4 in mice fed a HFD leads to the accumulation of β cells, not triggered by systemic insulin resistance.
TLR2 and TLR4 inhibit β cell proliferation in a HFD-dependent manner
To assess the etiology of β cell accumulation, we next measured β cell proliferation by co-staining pancreatic sections with insulin and proliferation markers such as Ki67 and PCNA. Ki67+Ins+ β cells were barely detectable in 20- and 45-week-old Tlr2−/−Tlr4−/− and control B6 mice on LFD (Fig. 2a). The percent of Ki67+Ins+ β cells in 20- and 45-week-old HFD Tlr2−/−Tlr4−/− mice was increased by 14- and 7-fold, respectively, compared to HFD B6 mice (Fig. 2b,c and Supplementary Fig. 4a). Indeed, Ki67+Ins+ β cells in 20-week-old Tlr2−/−Tlr4−/− mice following 14-week HFD reached 9–10% of the total β cells (Fig. 2b,c). Consistently, expression of PCNA, another proliferation marker, in islets from 35-week-old Tlr2−/−Tlr4−/− HFD mice following 29 weeks of HFD was higher than B6 HFD mice (Fig. 2d). Expression of the mature β cell marker PDX1 on β cells was unchanged in Tlr2−/−Tlr4−/− HFD mice compared to B6 HFD mice following 29 weeks of HFD (Supplementary Fig. 4b), indicating that β cell identity was not affected by TLR deficiency. Moreover, percent of Ki67+Ins+ β cells was consistently 6-fold higher in 26-week-old Tlr2−/−Tlr4−/− HFD mice than Tlr2+/+Tlr4+/+ HFD littermates following 20-week HFD (Fig. 2e,f); while few Ki67+Ins+ β cells were detected in 26-week-old Tlr2−/−Tlr4−/− and Tlr2+/+Tlr4+/+ littermates on LFD (Supplementary Fig. 4c). Ki67 immunostaining was virtually absent in Glucagon+ α cells in Tlr2−/−Tlr4−/− HFD, Tlr2+/+Tlr4+/+ HFD and B6 HFD mice (Fig. 2g and Supplementary Fig. 4d). There was no detectable TUNEL+ β cells in Tlr2−/−Tlr4−/− HFD and B6 HFD mice (Fig. 2h).
Using flow cytometry, we noted that the expression of markers of cellular senescence, including p16INK4a 32 and β-galactosidase on β cells from 9 month old Tlr2−/−Tlr4−/− HFD mice was decreased compared to age-matched B6 mice (Supplementary Fig. 4e,f). Intriguingly, when switched back to LFD for 4 weeks, percent of Ki67+ β cells in Tlr2−/−Tlr4−/− HFD mice on 10 week- (short-term) or 32 week- (long-term) HFD dropped by more than 10-fold (Fig. 2i,j and Supplementary Fig. 4g). These data excluded the possibility of oncogenic transformation of β cells or the development of insulinomas in Tlr2−/−Tlr4−/− HFD mice. Hence, loss of TLR2 and TLR4 enhanced the proliferation of β cells in mice on a HFD.
TLR2 and TLR4 blocks nuclear accumulation of the Ccnd2-Cdk4 complex
We next dissected the molecular events underlying the enhanced β cell proliferation in Tlr2−/−Tlr4−/− HFD mice. Ccnd2, a key regulator of cell cycle, enters the nucleus to drive cell cycle progression in β cells14, 15. Using immunofluorescent staining, we noted that Ccnd2 was largely nuclear in β cells from Tlr2−/−Tlr4−/− HFD mice vs. largely cytosolic in β cells from B6 HFD mice and Tlr2+/+Tlr4+/+ HFD littermates (Fig. 3a, b). Ccnd2 was not detectable in α cells from HFD mice regardless of the genotypes (Supplementary Fig. 5a,b). Nuclear accumulation of Ccnd2 in β cells from Tlr2−/−Tlr4−/− HFD mice was significantly reduced upon switching to LFD for 4 weeks (Fig. 3c) and indeed, Ccnd2 was largely cytosolic in β cells from Tlr2−/−Tlr4−/− LFD mice (Supplementary Fig. 5c). Consistently, Cdk4, which forms a complex with Ccnd2, was highly enriched in the nucleus of β, not α, cells from Tlr2−/−Tlr4−/− HFD mice compared to B6 HFD mice (Fig. 3d and Supplementary Fig. 5d).
We next asked whether the production and secretion of insulin were affected in primary islets from 15-week-old Tlr2−/−Tlr4−/− and B6 mice on HFD for 9 weeks. Cytosolic calcium flux and insulin secretion in response to extracellular stimuli such as glucose and KCl were either enhanced or comparable in islets from Tlr2−/−Tlr4−/− HFD mice compared to those from B6 HFD mice (Fig. 3e). Insulin granules in β cells from Tlr2−/−Tlr4−/− mice on HFD for 51 weeks were similar in size and density relative to those from B6 HFD mice, as assessed by transmission electron microscopy (Fig. 3f), indicating that the Tlr2−/−Tlr4−/− β cells retained normal response to hyperglycemia. Together, these data indicated increased abundance of nuclear Ccnd2-Cdk4 complex and normal secretory function of β cells from Tlr2−/−Tlr4−/− HFD mice.
TLR2 and TLR4 are redundant in controlling β cell replication
To address whether the effects of TLR2 and TLR4 on β cells are redundant or synergistic, we generated and characterized the islet phenotypes of Tlr2+/+Tlr4+/+, Tlr2−/−, Tlr4−/− and Tlr2−/−Tlr4−/− littermate mice on the B6 background following 20-week HFD feeding starting at 6 weeks of age. All mice gained weight comparably (Fig. 4a). The islet size and percent of Ins+ β cell area per pancreas in the Tlr2−/− HFD or Tlr4−/− HFD mice were comparable to those in Tlr2+/+Tlr4+/+ HFD littermate mice, but significantly lower than those in Tlr2−/−Tlr4−/− HFD littermate mice (Fig. 4b,c). Using immunofluorescent staining, we detected very few Ki67+ or nuclear Ccnd2+ β cells in islets from HFD Tlr2−/− or HFD Tlr4−/− mice, unlike those in Tlr2−/−Tlr4−/− HFD littermates (Fig. 4d–f). Activation of TLR2 or TLR4 by LTA or LPS, respectively, in islets from B6 mice in vitro reduced BrdU incorporation in Ins+ β cells to a similar extent as LPS+LTA (Fig. 4g). These data suggested that activation of either TLR2 or TLR4 was sufficient to suppress β cell proliferation in mice on a HFD.
TLR2 and TLR4 regulate islet expansion in an islet-intrinsic manner
β cell proliferation can be controlled locally in a paracrine fashion33, 34, 35 or systemically by hepatokines in an endocrine fashion36. To distinguish between these possibilities we surgically joined CD45.1− Tlr2−/−Tlr4−/− and CD45.1+ B6 mice at 8 weeks of age and following a 3-week recovery period, placed them on a HFD for 14 weeks. The B6-Tlr2−/−Tlr4−/− parabiotic pairs exhibited similar weight gain on HFD as control Tlr2−/−Tlr4−/−- Tlr2−/−Tlr4−/− and B6-B6 pairs on HFD (Fig. 5a). Flow cytometry indicated the equilibration of CD4+ T cells, CD8+ T cells and CD19+ B cells in the blood of the parabiotic pairs 3 weeks post-surgery (Fig. 5b). The In+ β cell area did not change in the Tlr2−/−Tlr4−/− or the B6 partners of the B6-Tlr2−/−Tlr4−/− pairs compared to those in Tlr2−/−Tlr4−/−-Tlr2−/−Tlr4−/− and B6-B6 pairs, respectively (Fig. 5c), excluding a major effect of host-derived soluble factor(s) in the islet expansion of HFD Tlr2−/−Tlr4−/− mice.
Next we addressed whether TLR2 and TLR4 were expressed in islets. As determined by RT-PCR, Tlr2 and Tlr4 mRNA were expressed in primary islets from age-matched B6 mice on LFD or HFD for 7 months starting at the age of 6 weeks (Fig. 5d). While expression of Tlr4 mRNA decreased with age, Tlr2 expression remained unchanged in islets from 2–12 month-old B6 mice on LFD (Supplementary Fig. 6a). In humans, TLR2, but not TLR4 mRNA, was significantly increased in islets isolated from T2D patients as compared to the healthy controls (Fig. 5e).
To test whether the role of TLR2 and TLR4 in β cells was islet-intrinsic we transplanted similar size primary islets isolated from LFD B6 and Tlr2−/−Tlr4−/− mice (Fig. 6a) under the capsules of the left (B6 islets) and right (Tlr2−/−Tlr4−/− islets) kidneys of 10-week-old recipient B6 or Tlr2−/−Tlr4−/− mice treated with a single high-dose of diabetogenic agent streptozotocin (STZ) to induce diabetes. After a 4-week recovery period, islet recipients were switched to a HFD diet (Supplementary Fig. 6b) and steadily gained weight for a total of 14 weeks (Fig. 6b). Within a week post-transplantation, STZ-treated diabetic recipients exhibited improved glycemia (Fig. 6c), indicative of a successful islet transplantation. After 14 weeks on a HFD, Tlr2−/−Tlr4−/− islet grafts grew much larger than B6 islet grafts in either B6 or Tlr2−/−Tlr4−/− recipients (Supplementary Fig. 6c). Histological analyses indicated significantly larger islet area and more Ins+ cells in the Tlr2−/−Tlr4−/− islet grafts compared to the B6 islet grafts (Fig. 6d). Confocal microscopy revealed elevated numbers of Ki67+Ins+ β cells and more nuclear Ccnd2+ β cells in Tlr2−/−Tlr4−/− islet grafts compared to B6 islet grafts (Fig. 6e,f). Blood vascularization of the islet grafts was comparable between B6 and Tlr2−/−Tlr4−/− islets (Supplementary Fig. 6d), excluding a possible contribution of vascularization in differential islet expansion37. Together, these experiments argued against a role of circulating host-derived factors in islet expansion of Tlr2−/−Tlr4−/− HFD mice and suggested that TLR2 and TLR4 deficiency affected HFD-induced β cell replication in an islet-intrinsic manner.
TLR2-TLR4 regulate HFD-induced β cell proliferation via Erk
We next explored the molecular link between TLR2-TLR4 deficiency and HFD-induced β cell proliferation. We performed unbiased global transcriptional profiling of islets from B6 and Tlr2−/−Tlr4−/− mice following 7-month HFD. GSEA pathway analysis revealed a significant increase of pathways linked to cell cycle progression and replication in islets from HFD Tlr2−/−Tlr4−/− mice (Supplementary Fig. 7a). We observed the differential regulation of ~101 genes whose levels were altered by more than 2.0-fold in islets from HFD Tlr2−/−Tlr4−/− mice compared to those from HFD B6 mice (False discovery rate, FDR q<0.05), including Reg2 (Fig. 7a and Supplementary Fig. 7b). Reg2 is a gene highly induced in islet regeneration38 and required for compensatory islet proliferation and expansion in obesity and aging39. Similar results were obtained in islets following a short-term 5 week HFD (Fig. 7a and Supplementary Fig. 7c,d). The induction of Reg2 mRNA in Tlr2−/−Tlr4−/− islets from HFD mice suggested a unique signature for the highly proliferative β cell population in the Tlr2−/−Tlr4−/− HFD mice compared to B6 HFD mice.
We next analyzed the status of various signaling pathways known to be implicated in β cell proliferation. Phosphorylation of Erk1/2 proteins was increased by 2–3 fold in islets from HFD Tlr2−/−Tlr4−/− mice compared to HFD B6 mice (Fig. 7b), while phosphorylation of other kinases, including Akt, AMPK, Jnk, IκB and p-NF-κB was unchanged (Fig. 7c). In line with elevated Erk activation, the upstream kinases MEK1/2 were hyperphosphorylated in islets from HFD Tlr2−/−Tlr4−/− mice compared to HFD B6 mice (Fig. 7b). p16INK4a, a known downstream target of the Erk pathway in β cells40, was downregulated in islets from HFD Tlr2−/−Tlr4−/− mice compared to HFD B6 mice (Supplementary Fig. 4e). LPS+LTA treatment suppressed high glucose-induced Erk1/2 phosphorylation in islets from B6 LFD mice, which was blunted in islets from Tlr2−/−Tlr4−/− LFD mice (Fig. 7e, f). Moreover, LPS+LTA treatment blocked the nuclear accumulation of Ccnd2 and Cdk4 proteins induced by high glucose in primary islets from B6 LFD mice in vitro (Fig. 7g and Supplementary Fig. 8a–b). Treatment of B6 islets with either LPS or LTA suppressed phosphorylation of Erk (Supplementary Fig. 8c), suggesting the redundant function of TLR2 and TLR4 in blocking Erk phosphorylation. Treatment with LPS+LTA in macrophages had the opposite effect on phosphorylation of Erk (Supplementary Fig. 8d), pointing to a specific effect of TLR2-TLR4 activation in Erk activation in islets.
Lastly, oral administration of the small-molecule MEK inhibitor MEK162, an FDA-approved drug known as Binimetinib, blocked ERK activation (Supplementary Fig. 8e), reduced the number of Ki67+Ins+ β cells (Fig. 7h and Supplementary Fig. 8f) and the abundance of nuclear Ccnd2 in β cells (Fig. 7i) in 14-week-old Tlr2−/−Tlr4−/− mice on HFD for 8 weeks. Taken together, these data suggested that TLR2-TLR4 signaling pathways in HFD mice attenuated β cell proliferation in a MEK-Erk-dependent manner.
DISCUSSION
Here we describe a regulatory mechanism underlying the diet-induced β cell proliferation. While activation of TLR2 and TLR4 in vitro blocks high glucose-induced β cell proliferation in primary mouse and human islets, the loss of TLR2 and TLR4, together but not individually, increases β cell proliferation and attenuates β cell senescence. This leads to massive β cell accumulation in a mouse model of diet-induced obesity. We further demonstrate that the effect of TLR2 and TLR4 on islet β cell accumulation in HFD mice is islet autonomous and depends on HFD feeding.
Our results suggest that β cell proliferation was regulated by both positive and negative signals in diet-induced obesity, with positive signals provided by β-cell trophic factors such as nutrients, growth factors and/or insulin resistance being opposed by negative signals exerted by TLR2 and TLR4. Our data show that, during chronic HFD feeding, TLR2 and TLR4-mediated signaling pathways downregulate the activation of MEK-Erk and reduce the nuclear entry of the Ccnd2-Cdk4 complex, thereby limiting β cell proliferation. When TLR2 and TLR4 are simultaneously disrupted, β cell replication was enhanced by the positive signals associated with HFD feeding, but continued to maintain their characteristic features and functions. These interpretations are supported by a report showing that the prostaglandin E2 receptor, EP3, acts as a negative regulator of β cell proliferation in mouse and human under conditions of stress such as hyperglycemia and insulin resistance41.
Our data point to an islet-intrinsic role for TLR2-TLR4 signaling. β cell proliferation is known to be responsive to manipulation and enhanced by genetic or pharmacological means13, 42. Unlike β cell adenomas in mice with overexpression of Cdk432 or loss of the tumor suppressor gene Menin43, in which islet expansion is constitutive, islet expansion in the Tlr2−/−Tlr4−/− mice is reversible and is dependent on HFD. The secretory function of Tlr2−/−Tlr4−/− β cells is not compromised, as they exhibit a normal response to various stimuli (e.g. glucose and KCl), suggesting hyperinsulinemia in the Tlr2−/−Tlr4−/− mice was not due to unregulated and constitutive insulin secretion, but rather to compensatory β cell accumulation. Moreover, Tlr2−/−Tlr4−/− mice are normoglycemic on HFD, and did not develop hypoglycemia, which is often associated with unregulated hyperinsulinemia. Finally, although we detected ~10% of β cells proliferating in the Tlr2−/−Tlr4−/− mice on a HFD, this was likely an underestimate, because the data were obtained from a single point to provide a snapshot of proliferating cells.
The finding that islet expansion in Tlr2−/−Tlr4−/− mice occurs most significantly in the context of diet-induced obesity is consistent with the notion that diet-induced obesity is associated with the activation of TLR2 and TLR4 signaling pathways23. Previous studies have shown that obesity-associated insulin resistance may enhance β cell numbers through non-β-cell-autonomous mechanisms. One suggested mechanism involves Erk activation in the liver in diabetes, leading to β cell proliferation in a neuronal signal-dependent manner, although the molecular nature of the neuronal signal remains unclear44. Another proposed mechanism involves the disruption of insulin signaling in the liver31, which leads to the compensatory proliferation of β cell stimulated by the liver-derived factor serpinB136. However, these mechanisms do not appear to explain the proliferation of β cells in the HFD Tlr2−/−Tlr4−/− mice, because these are not more insulin resistant following long-term HFD compared to wild-type mice on a HFD. Moreover, islet transplantation and parabiosis experiments exclude a possible role for circulating or neuronal factors or other non-islet cells, including hepatocytes and neurons, in this process. Purported activation of TLR2 and/or TLR4 by gut microbiota derivatives and/or fatty acids may represent a mechanism for the limited β cell proliferation in response to HFD23. In this context, further studies are warranted to explore whether TLR agonists, such as free fatty acids, other lipids and bacterial toxins function as upstream ligands of TLRs in islets.
TLR2 and TLR4 in immune cells have the ability to sense molecular patterns from invading pathogens and to bridge the innate and adaptive immune responses. Our results extend the signaling through TLR2 and TLR4 to islet β cell replication and islet expansion. It is possible that TLR2 and TLR4 in islets may integrate inflammatory signals in diet-induced obesity to attenuate adaptive changes that govern β cell replication, a previously underappreciated interplay between the metabolic and innate immune systems23. β cell proliferation may be more tightly linked to systemic inflammatory status than previously anticipated. Future studies will address whether blocking TLR2 and TLR4 signaling, using either small molecule antagonists, genetic editing or bi-potent TLR2-TLR4 antibodies, may enhance human β cell replication. Delineation of the immediate downstream pathways of TLR2-TLR4 in β cells may also help guide future efforts to target them as a promising strategy to expand β cells in diabetes.
METHODS
Mice
Tlr2−/−Tlr4−/− mice were originally generated by S. Akira (Osaka University) and provided to us by L. Hajjar (University of Washington) and David Russell (Cornell University). These Tlr2−/−Tlr4−/− mice have been backcrossed to the B6 background for 6 generations as previously described30, 45. Non-littermate B6 wild-type mice (#000664) were purchased from the Jackson Laboratory and bred in our facility. To generate Tlr2+/+Tlr4+/+ and Tlr2−/−Tlr4−/− as littermates, we crossed Tlr2−/−Tlr4−/− mice with B6 mice to generate Tlr2+/−Tlr4+/− mice, which then intercrossed to generate Tlr2−/−, Tlr4−/−, Tlr2−/−Tlr4−/− and Tlr2+/+Tlr4+/+ wild-type littermates. All mice were bred, reared and housed in our specific pathogen-free facility at the University of Michigan Medical School. Age- and gender-matched mice were used as cohorts in the studies. Mice were fed a LFD composed of 13% (calories) fat, 67% carbohydrate, and 20% protein from Harlan Teklad (#2914), or a HFD, starting at 6 weeks of age, composed of 60% fat, 20% carbohydrate, and 20% protein from Research Diets Inc. (D12492) for up to a year. The fatty acid composition of these diets has been described previously46. All animals were sacrificed by cervical dislocation and tissues were immediately harvested. Frozen tissues were stored at −80°C. All animal procedures were approved by and done in accordance with IACUC at Cornell University (#2007–0051) and the University of Michigan Medical School (#PRO00006888).
Human islet studies:
(a) Donor info for Q-PCR analysis of TLR expression in islets from the Joslin Diabetes Center (R.K.):
Gender: Ethnicity/Race Age BMI Diabetic donor status
Male: Hispanic/Latino 49 31.3 Non-DM
Female: White 52 31.4 Non-DM
Female: Hispanic/Latino 24 19.5 Non-DM
Male: Hispanic/Latino 58 31.2 Non-MD
Female: White 36 42.7 Non-DM
Male: Caucasian 49 28.2 T2D
Male: Unknown 53 31.0 T2D
Male: Caucasian 48 35.8 T2D
Male: Asian 49 23.9 T2D
Male: Asian 49 23.9 T2D
Total RNA was extracted using RNeasy Kit (Qiagen). cDNAs were synthesized using a High-Capacity cDNA RT Kit (ABI). Q-RT PCR analysis of TLR expression was performed with SYBR Green (Bio-Rad) using ABI 7900HT.
All studies involving human islets at the Joslin Diabetes Center were undertaken using samples obtained from the Integrated Islet Distribution Program (IIDP) funded by the NIH. All islet samples were de-identified and no data was obtained that included individually identifiable information through interventions or interactions with living individuals. This research practice is consistent with the Human Subject Research Determination by the Committee of Human Studies of the Joslin Diabetes Center.
(b) Donor info for flow cytometric analysis of β cell proliferation in islets from the Integrated Islet Distribution Program (IIDP) at UPENN (C.L. and A.N.).
Gender: Ethnicity/Race Age BMI Diabetic donor status
Female (Donor 1): Hispanic 24 32.2 Non-DM
Male (Donor 2): Caucasian 46 19.13 Non-DM
Male (Donor 3): Caucasian 47 32.2 T2D
We at UPENN received all pancreatic organs from the Organ Procurement Organizations (OPOs) Gift of Life program. All organ donations have been consented for both clinical and research use. We followed the Clinical Islet Transplantation (CIT) SOP protocols for all islet isolations. The islets were distributed per the Integrated Islet Distribution Program (IIDP) protocols. High-quality islet preparation with over 80–90 percent of viability was sent to the Qi laboratory at the University of Michigan Medical School. Upon arrival, islets were treated as described below.
Islet transplantation under kidney capsules of diabetic mice
Islet kidney transplantation was performed as described previously47, 48. Recipient B6 or Tlr2−/−Tlr4−/− mice at the age of 6–10 weeks were injected with a single high-dose of streptozotocin (STZ, Sigma) at 150 mg/kg body weight. Mice with ad libitum blood glucose higher than 300 mg/dl were defined as diabetic and used as recipients. On the day of surgery, mice were anesthetized by isoflurane inhalation. After preparation of surgical-area skin, a 2 cm incision was made through the dermis right above the kidney. A small incision was further made on the peritoneal wall to expose the kidney. Using a 27-gauge needle, a small nick was made on the kidney capsule. Collected islets were in advance transferred and sedimented in a flexible PE50 tubing. The beveled end of the islets-containing PE50 tubing was carefully placed under the capsule, and the tubing was moved around gently to make a small pouch under kidney capsule. Islets were slowly delivered from the tubing into the subscapular pouch by gentle depressing the plunger of a 25 μl Hamilton syringe that was connected to the other end of the tubing. 100 primary islets isolated from donor B6 and Tlr2−/−Tlr4−/− mice were implanted under the capsule of either left or right kidney of the recipient. The nick on the kidney was cauterized with low heat. The kidney was placed back into the cavity and the peritoneum and skin were sutured. Ketoprofen were given preemptively (20–30 min prior to surgery) at the rate of 2.5–5 mg/kg subcutaneously and were continued once daily for next 2–3 days. After a 4-week recovery, mice were given HFD for 14 weeks, and kidneys were collected for histological analysis after euthanasia.
Parabiosis
Parabiosis was performed as previously described49. Female mice in the same cage were anesthetized using an isoflurane vaporizer and then shaved thoroughly starting at 1 cm above the elbow to 1 cm below the knee on the side to be connected during parabiosis. Then a longitudinal skin incision was performed at the shaved side and the skin was gently detached from the subcutaneous fascia to create about 0.5 cm of free skin. Mice were then joined by attaching the olecranon and the knee together and the skin was sutured ventrally from the elbow towards the knee followed by continuous dorsal stitches. Three weeks after the surgery, parabiotic pairs were fed on HFD and monitored for body weight and blood glucose levels. After 14-weeks of HFD feeding, mice were sacrificed for histological examination of the pancreas. To test blood chimerism, CD45.1+ B6 mice (B6.SJL-Ptprca Pepcb/BoyJ, Jackson Laboratory) and CD45.1− Tlr2−/−Tlr4−/− mice were surgically joined, and the percent of CD45.1+/CD45.1− hematopoietic cells in the blood of paired mice were determined by flow cytometry.
Drug treatment in vivo
For S961 studies, 45-week-old mice under a LFD or HFD were anesthetized and subcutaneously implanted with osmotic pumps (ALZET) filled with insulin receptor antagonist S96136 or vehicle PBS. Mice were infused with S961 at the dose of 10 nmoles/week for 2 weeks, followed by euthanasia and histological analysis of islets. For MEK162 studies, Tlr2−/−Tlr4−/− mice on HFD for 8 weeks were orally gavaged with MEK162 (20 mg/kg body weight, LC laboratories) or vehicle, twice daily for 2 days, followed by euthanization and histological analysis.
Purification of primary mouse islets
The duodenal opening of the bile duct was clamped with a hemostat, and the bile duct was cannulated and perfused with 2 ml Liberase TL Research Grade (0.3 mg/ml, Roche) in RPMI 1640 medium (Invitrogen). The perfused pancreas was removed and incubated at 37°C for 30 min, after which the digestion was stopped by adding 20 ml of cold RPMI1640 medium containing 10% serum (FISHER). Digested pancreas was further dissociated mechanically by vigorous shaking. After two washes in RPMI1640 medium, the digested tissues were filtered through a 450 μm nylon mesh and resuspended in a Histopaque 1077 (Sigma)/ RPMI1640 medium and centrifuged at 2400 RPM for 20 min. The islets were collected from the interface between the medium and Histopaque and resuspended in RPMI1640 medium containing 10% serum. Islets were washed three times and hand-picked under a light microscope. The islets were cultured overnight in RPMI1640 medium containing 10% serum for analyses.
Human islets
Human islets were received from the accredited Human Islet Resource Center at the University of Pennsylvania. The pancreata were obtained from the donors through the local organ procurement organization. The islets were isolated following the guidelines of Clinical Islet Transplantation (CIT) consortium protocol50. Briefly, the pancreas was digested following intraductal injection of Collagenase & Neutral Protease (Serva) in Hanks’ balanced salt solution. Liberated islets were then purified on continuous density gradients (Cellgro/Mediatech) using the COBE 2991 centrifuge and cultured in CIT culture media and kept in a humidified 5% CO2 incubator.
Insulin tolerance tests
For insulin tolerance test (ITT), mice were fasted for 4–6 h followed by injection of insulin (Sigma) at 40 μg/kg body weight. Blood glucose was monitored using TRUEresult Glucometer (Nipro Diagnostics) at indicated time points.
Confocal immunofluorescent and immunohistochemistry staining
Pancreas was fixed in 4% paraformaldehyde, embedded in paraffin, and sectioned by Histology Core Facility at Cornell and University of Michigan. For Hematoxylin/eosin staining, ten-micrometer-thick paraffin sections were stained and imaged using Aperio Scanscope. For immunostaining, paraffin-embedded sections were rehydrated with sequential wash in xylene, 100%, 95%, 75% ethanol and water and boiled in 1 mM EDTA for antigen retrieval. Subsequently, sections were blocked using 5% donkey serum and incubated at 4 °C overnight with primary antibodies: Anti-insulin (Abcam ab7842 or Linco 4011, 1:200), glucagon (Sigma K79bB10, 1:1000), Ki-67 (Abcam ab15580, 1:50), Pcna (Santa Cruz sc-56, 1:100), CD31 (Santa Cruz sc-1506, 1:100), Pdx1 (Cell Signaling D59H3, 1:100), Cdk4 (Santa Cruz sc-260, 1:100) and Ccnd2 (Santa Cruz sc-593, 1:100). Following day, slides were washed and incubated with conjugated secondary antibodies and mounted on slides with prolong gold antifade/ DAPI for nuclear staining. Fluorescence Images were captured under a Nikon A1 confocal microscope at Brehm Diabetes Research Center Imaging Facility at University of Michigan. For horseradish peroxidase enzyme (HRP) staining, slides were stained with Histostain kit and DAB substrate from Invitrogen.
Image quantitation
For quantification of β cell area, six independent pancreatic tissue sections from 3–4 mice were randomly selected. Total Ins+ and total pancreas area was measured using the Aperio Imagescope and ImageJ, from which percentage of Ins+area was calculated. For quantitation of β cell proliferation, cytoplasmic insulin and nuclear Ki67+Ins+ cells were counted as proliferating β cells. Percentage of proliferating β cells were calculated by dividing the number of Ki67+Ins+ cells by total Ins+ cells in each islet.
Transmission electron microscopy (TEM)
Pancreatic tissues were collected from mice after 51-week HFD feeding and immediately sliced into 1- to 2-mm3 pieces and fixed, stained, dehydrated, and embedded in Poly/bed 812 (Polysciences). Embedded samples were cut with Leica Ultracut Ultramicrotome system and images were taken using JEM-1400 TEM on a fee-for-service basis at the Electron Microscopy and Histology Core Facility at Weill Cornell Medical College.
Islet imaging and perifusion
All imaging and perifusion experiments were performed in University of Virginia and conducted according to previously described methods51, 52. In brief, islets were incubated in Krebs Ringer buffer (KRB) containing 2 mM glucose, 5 μM Fura-2/AM (Molecular Probes, CA) and 2.5 μM Rhodamine 123 (Sigma, MO) for 30 mins. The islets were then loaded into the temperature equilibrated microfluidic device mounted on an inverted epifluorescence microscope (Leica DMI 4000B, location). The KRB containing 14 mM glucose (20 min) or 30 mM KCl (15 min) was then administered to the islets. Dual-wavelength Fura-2/AM was excited at 340 and 380 nm and fluorescent emission was detected at 510 nm. These images were collected with a CCD (Retiga-SRV, Fast 1394, QImaging). Simple PCI software (Hamamatsu Corp. location) was used for image acquisition and analysis. Intracellular Ca2+ was expressed as a ratio of fluorescent emission intensity F340 / F38. All fluorescence signals were expressed as “change-in-percentage” after being normalized against basal intensity levels established before stimulation. Perifusate samples were collected every 2 mins at the outlet at flow rate of 250 μl/min for insulin analysis using Mercodia Rodent Insulin ELISA kit (Uppsala, Sweden).
In vitro islet treatment
Islets were cultured in RPMI 1640 culture medium (10% FCS, 10 mM HEPES, 1 mM sodium pyruvate) overnight after isolation. Islets were then cultured in medium containing 2.8 mM glucose (Low Glucose), 22.8 mM glucose (High Glucose), or stimulated with a combination of LPS (Sigma, 20 μg/ml) and lipoteichoic acid (LTA, Sigma, 2 μg/ml) in 22.8 mM glucose medium for 48 hr. Islets were snap-frozen for mRNA or protein extraction.
INS-1 cell line
Rat β cell line Ins-1 cells were obtained from ThermoFisher and authenticated by morphology, insulin expression and insulin secretion. Cells were cultured in RPMI 1640 culture medium (10% FCS, 10 mM HEPES, 1 mM sodium pyruvate). Ins-1 cells were treated with MEK162 or vehicle for 1 hr and snap-frozen for protein extraction.
Preparation of primary macrophages
Peritoneal macrophages were obtained 4 days after intraperitoneal injection of 2 ml aged 4% brewed thioglycollate broth (VWR 90000–294). Mice were euthanized and macrophages were collected by injection of PBS into the peritoneal cavity and flush. The peritoneal exudate cells were centrifuged at ~1,000 rpm for 10 min and treated with red blood cells lyses buffer. Macrophages were suspended in culture medium and plated in 6-well plate. Macrophages were then cultured in medium containing 2.8 mM glucose (Low Glucose), 22.8 mM glucose (High Glucose), or stimulated with a combination of LPS (200 ng/ml) and lipoteichoic acid (LTA, 1 μg/ml) in 22.8 mM glucose medium, for 24 hr. Cells were snap-frozen for protein extraction.
Flow cytometric/confocal analysis of β cell proliferation and senescence
Mouse and human islets were dissociated with Trypsin-EDTA (Thermofisher, 0.5%) and cultured in 96 well plate with RPMI 1640 medium containing 2.8 mM (low glucose) or 22.8 mM glucose (high glucose), with or without 20 μg/ml LPS and/or 2 μg/ml LTA, for 72 hr. Medium was changed every 24 hr. BrdU (10 μM) was added for the last 48 hr. Cells were collected and fixed in 4% PFA at 4 °C for 15 min. The samples were permeabilized with a BD Cytofix/Cytoperm fixation/permeabilization kit according to the manufacturer’s protocol, followed by digestion with DNase I (Roche, 50 U/ml in 4.2 mM MgCl2 and 150 mM NaCl) at room temperature for 30 min. The rest of the procedures were performed as the regular flow cytometric analysis using anti-BrdU-PE (MOPC-21, BD Biosciences) and anti-insulin antibody (Abcam). For analysis of p16INK4a expression, permeabilized cells were stained with anti-insulin and anti-p16 antibody (Santa Cruz 377412, 1:100). For analysis of cell senescence, dissociated β cells were cultured in RPMI 1640 medium containing 33 μM C12FDG (ThermoFisher) at 37 °C for 1 hour. Samples were analyzed using BD LSR cell analyzer at the Vision Research Core Facility at the University of Michigan Medical School. Data were analyzed using the FACSDiva v6.2 software (BD Biosciences) and Flowjo (Flowjo.com). For analysis of Ccnd2 and CDK4 in β cell in vitro, islets were dissociated and cultured on chamber slide (Nunc™ Lab-tek™) with RPMI 1640 medium containing 2.8 mM (low glucose) or 23.8 mM glucose (high glucose), with or without 20 μg/ml LPS and 2 μg/ml LTA, for 72 hr. Cells were fixed and proceeded for immunostaining and confocal imaging as described above.
Flow cytometric analysis of parabiosis
Flow cytometric analysis of peripheral blood cells of parabionts were performed as described before30, 53. The RBCs in the blood were lysed and resuspended in cold PBS containing 5% FBS and 1% penicillin/streptomycin. The cell suspension was stained with 1:100 or 1:200 fluorochrome- or biotin-conjugated antibodies against CD4 (GK1.5), CD8 (Lyt2), CD45.1 (Ly-5.1), CD19 (6D5), avidin-PerCP or isotype control antibodies (BioLegend or BD Biosciences). The samples were analyzed by BD LSR cell and the data were analyzed using the CellQuest software (BD Biosciences) and Flowjo (Flowjo.com).
Insulin and multiplex ELISA analyses
Serum insulin levels were measured following a 4 hour fast using ultrasensitive mouse/rat insulin ELISA kit (Crystal Chem) per supplier’s instruction. For multiplex analysis, serum samples were collected from indicated mouse cohorts following a 4-hr fast and levels of various hormones were analyzed by Bio-Plex Pro™ Mouse Diabetes Panel 8-Plex (Cat. #171-F7001M) per manufacturer’s instruction.
Western blot and antibodies
Preparation of whole cell lysates and Western blots were performed as previously described54. Phosphatase Inhibitor (LC laboratories) was added to inhibit phosphatase activity. Antibodies used in this study were: HSP90 (H-114, 1:6,000) and JNK1/2 (sc-571, 1:2,000) from Santa Cruz; p-Thr202/Tyr204 ERK1/2 (4370, 1:2,000), ERK1/2 (9102, 1:2,000), p-Ser217/221 MEK1/2 (9121, 1:1,000), MEK1/2 (4694, 1:1,000), p-Thr183/Tyr185 JNK1/2 (9255S, 1:2,000,), p-Ser473 AKT (9271S, 1:2,000), AKT (9272, 1:2,000), IκBα (9242, 1:2,000), p-Ser536 NFκB p65 (3033, 1:1,000), p-Thr172 AMPKα (2535, 1:2,000) and AMPKα (2532, 1:2,000) from Cell Signaling. Band density was quantitated using the Image Lab software on the ChemiDOC XRS+ system (Bio-Rad). Protein levels were normalized to HSP90 and the phosphorylated forms were normalized to phosphorylation-independent levels of the same protein. Data are presented as mean ± SEM unless otherwise specified. Uncropped blots are shown in Supplementary Fig. 9–11.
TUNEL staining.
TUNEL staining was performed as previously described2. Briefly, paraffin-embedded pancreatic sections were rehydrated, treated with protease K, and stained for 1 hour at 37°C using the in Situ Death Detection TUNEL Kit (Roche 11684795910). For positive control, slides were treated with DNase I (Roche) for 30 minutes at room temperature. Fluorescence Images were captured under a Nikon A1 confocal microscope at Brehm Diabetes Research Center Imaging Facility at the University of Michigan.
RNA extraction, reverse transcription (RT) and quantitative PCR (Q-PCR)
RNA extraction from cells and animal tissues, reverse transcription and Q-PCR analyses were performed as previously described55. Q-PCR data were collected using Roche LightCycler 480 and gene expression was normalized to ribosomal l32 gene for each sample. Q-PCR primers used for mouse and human genes:
hTLR2 (TGATGCTGCCATTCTCATTC, CGCAGCTCTCAGATTTACCC)
hTLR4 (GGAGGAAGGGAGAAATGAGG, CACCTCCAAAAGCTTCCTTG)
mTlr2 (GCTGGAGGACTCCTAGGCT, GTCAGAAGGAAACAGTCCGC)
mTlr4 (GCTTTCACCTCTGCCTTCAC, GAAACTGCCATGTTTGAGCA)
mL32 (GAGCAACAAGAAAACCAAGCA, TGCACACAAGCCATCTACTCA)
mMtp (TACCCGTTCTTGGTCTGCAT, TCTGGCTGAGGTGGGAATAC)
mIns2 (GAAGTGGAGGACCCACAAGT, AGTGCCAAGGTCTGAAGGTC)
The Q-PCR conditions were: 94 °C for 5 min, [94 °C for 15 sec, 58 °C for 15 sec and 72 °C for 30 sec] (40 cycles), followed by dissociation curve analysis. The RT-PCR conditions are: 94 °C for 5 min, [94 °C for 15 sec, 58 °C for 15 sec and 72 °C for 30 sec] 30 to 40 cycles according to individual template, followed by 70 °C for 10 min.
Microarray
Islets were collected from mice on a HFD for 5 weeks or 7 months and snap-frozen in liquid nitrogen. RNA was extracted as described above. RNA quality and concentration were determined using the RNA 6000 Nano kit on an Agilent 2100 bioanalyser. The cDNA microarray of islets RNA was performed as previously described54. Gene Expression Omnibus (GEO) accession number for the microarray is GSE101392.
Power analysis of the animal size
Based on sample size formula of the power analysis, N=8(CV)2[1+(1-PC)2]/(PC)2, to reach the error = 0.05, Power = 0.80, percentage change in means (PC) = 20%, co-efficient of variation (CV) = 10 ~ 15% (varies between the experiments), 4–6 mice per group are the minimal number of mice to obtain statistical significance. Together with our prior experience, we routinely used a total of 4–6 mice in each study to ensure adequate power. Mice in each group were randomly chosen based on the age, genotype and gender.
Statistical analysis
Results were expressed as mean ± SEM. We performed the normality Kolmogorov-Smirnov test using the Prism software first, then parametric tests were performed on the experimental groups. Comparisons between groups were made by unpaired two-tailed Student’s t test (two groups) and one-way ANOVA with Newman-Keuls post-test (multiple groups). All experiments were repeated at least twice or performed with independent samples.
Life Sciences Reporting Summary.
Further information on research design is available in the Nature Research Reporting Summary linked to this article.
DATA AVAILABILITY
Microarray data supporting the findings of this study have been deposited into the Gene Expression Omnibus (GEO) with accession number GSE101392. All other relevant data are available from the corresponding author upon request.
Supplementary Material
ACKNOWLEDGEMENTS
We thank L. Hajjar and D. Russell for sharing reagents, Histology and Vision Research Core Facilities at University of Michigan Medical School and TEM core facility at Weill Cornell Medical College for their assistance, and P. Arvan and R. B. Reinert, G. H. Kim, X. Shu as well as other members of the Qi/Arvan labs and islet club at University of Michigan Diabetes Center for comments and technical assistance. The Histology Core at the University of Michigan Medical School was supported by NCI of the NIH under award P30CA046592. This work was supported by NIH R01DK108921, R03 DK106304, and Juvenile Diabetes Research Foundation (JDRF) CDA-2016–189 (to S.A.S); VA Merit award 1 I01 BX003744–01 (to M.G.); NIH R01 DK091526, JDRF Microfluidic-Based Functional Facility at University of Illinois at Chicago, and the Chicago Diabetes Project (CDP) (to J.O., Y.W.); NIH U01 DK070430 and NIDDK/City of Hope Integrated Islet Distribution Program (to A.N.); R01DK67536, R01DK117639 and R01DK103215 (to R.N.K.); JDRF 47–2012-767 and 1-SRA-2014–251-Q-R, NIH R01DK11174 and R01DK117639 (to L.Q.). Y.J. is supported by American Heart Association Scientist Development grant #17SDG33670192 and Michigan Nutrition Obesity Research Center (MNORC) Pilot/Feasibility grant (P30DK089503). S.S. was an International Student Research Fellow of the Howard Hughes Medical Institute (59107338) and a Helen Hay Whitney Postdoctoral Fellow. L.Q. is the recipient of the Junior Faculty and Career Development Awards from ADA.
Footnotes
COMPETING INTERESTS
The authors declare no competing interests
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
Microarray data supporting the findings of this study have been deposited into the Gene Expression Omnibus (GEO) with accession number GSE101392. All other relevant data are available from the corresponding author upon request.