Abstract
Diabetes mellitus is characterized by disrupted glucose homeostasis due to loss or dysfunction of insulin-producing beta cells. In this work, we characterize pancreatic islet development and function in zebrafish mutant for pdx1, a gene which in humans is linked to genetic forms of diabetes and is associated with increased susceptibility to Type 2 diabetes. Pdx1 mutant zebrafish have the key diabetic features of reduced beta cells, decreased insulin and elevated glucose. The hyperglycemia responds to pharmacologic anti-diabetic treatment and, as often seen in mammalian diabetes models, beta cells of pdx1 mutants show sensitivity to nutrient overload. This unique genetic model of diabetes provides a new tool for elucidating the mechanisms behind hyperglycemic pathologies and will allow the testing of novel therapeutic interventions in a model organism that is amenable to high-throughput approaches.
Diabetes mellitus, characterized by impaired function of pancreatic beta cells, is a major health problem affecting an ever-increasing proportion of the world’s population1. In Type 1 diabetes, there is immune-mediated destruction of beta cells, leading to full dependence on exogenous insulin. Type 2 diabetes mellitus (T2DM) is the most prevalent form, accounting for more than 90% of all cases of diabetes2. It has a complex, multifactorial etiology, and features impaired beta cell function combined with peripheral insulin resistance1. Additional rare diabetes subtypes are monogenic and result from mutations in beta cell factors with important roles in both pancreatic development and mature function3. Dominant genetic forms that become symptomatic during adolescence or early adulthood are also referred to as Maturity-Onset Diabetes of the Young (MODY), while neonatal diabetes generally manifests in the first 6 months of life, and can result from dominant as well as recessive mutations2,4. Current diabetes therapies include insulin supplementation and drugs that enhance insulin secretion or tissue responsiveness. Treatments provide some protection and amelioration of acute effects, but many have unwanted side effects, and they generally do not sufficiently prevent accumulating damage to major organ systems, which has serious medical consequences.
Animal models of diabetes are an indispensible tool for dissecting biological mechanisms and testing potential new therapeutic avenues. Zebrafish as a model organism offers the advantages of ease of maintenance, amenability to genetic and pharmalogical manipulation, and transparency, which enables in vivo imaging of disease processes. For many medical problems including diabetes, there is an urgent need for cost-efficient methods for discovering new drugs. Recent studies have highlighted similarities in organ physiology and metabolism between zebrafish and mammals5,6, highlighting the potential for developing new models of disease.
Previously described zebrafish embryos depleted for pancreas-related factors (using antisense morpholinos) include examples of beta cell deficiency5,7, but these approaches are limited by the transient and incomplete effectiveness of morpholino knock-downs or early-lethal developmental effects on other organ systems. Alternative methods for generating hyperglycemic zebrafish have relied on incubation in high-glucose solutions8,9,10, and surgical or toxin-mediated ablation11,12,13,14,15. With such interventions there is often variability in the responses of the animals, and the regenerative response of pancreatic beta cells following ablation precludes long-term studies12,13,14,15.
Pancreatic and duodenal homeobox 1 (Pdx1, also known as insulin promoter factor 1, IPF1) is of key importance for both pancreas development and mature beta cell function and survival16. In human cases of PDX1 mutations, the degree of endocrine dysfunction, and the nature of hyperglycemic disease, depends on the precise genetic lesion17. Absence of PDX1 is the genetic lesion in the type 4 form of MODY (MODY4) in the heterozygous state and causes pancreatic agenesis in the homozygous state, while partial loss-of-function mutations increase the risk of developing Type 2 diabetes but do not directly cause the disease1,18,19,20,21. Recently, homozygous hypomorphic PDX1 mutations have been uncovered in cases of neonatal diabetes, which variably features subclinical exocrine pancreas dysfunction22,23. Similar phenotypic gradations are recapitulated in mouse models featuring various combinations of Pdx1 mutations17.
In zebrafish as in mouse, pdx1 is expressed in pancreatic progenitors during development and expression is maintained in mature beta cells. Recent studies confirmed similar requirements for Pdx1 in beta cell development between zebrafish and mammals, specifically that Pdx1 is essential for formation of the later population (“second wave”) of definitive endocrine cells24. Zebrafish Pdx1 regulates embryonic glucose metabolism10,25, and activates insulin gene expression in reporter assays26.
In this work, we describe a pdx1 mutant zebrafish recently generated through the Zebrafish Mutation Project27 as a new model of diabetes. These mutants, which have a null mutation in pdx1, can survive to adulthood as homozygotes, but have reduced body size and decreased viability. Analysis of the pancreas phenotype revealed that beta cells and insulin levels are markedly reduced and the exocrine pancreas is specified, but acinar differentiation is perturbed. Importantly, the persistently elevated glucose in pdx1 mutants responds to antidiabetic drug treatment. Finally, using a high fat diet feeding protocol, we show that beta cells of pdx1 mutants are nutrient sensitive and undergo increased apoptosis. Overall, this new vertebrate genetic model of diabetes will allow the testing of new therapeutic interventions and provides a novel tool to elucidate biological mechanisms behind the toxic effects of sustained high glucose.
Results
Pdx1sa280 mutant zebrafish are viable but show decreased size
Given the central role of Pdx1 in beta cell development and function, and the many advantages of zebrafish for modeling human disease, we characterized zebrafish with a mutation in pdx127. The pdx1 mutant allele designated pdx1sa280 yields a transcript with a premature stop at codon 37 (Y37X), which lies within the highly conserved N-terminal transactivation domain (Fig. 1a). Genotyping of adult offspring (6 months old) from an incross of pdx1sa280 heterozygotes revealed surviving homozygotes with the expected nucleotide alteration (Fig. 1b), however the homozygous genotype was present in reduced numbers as compared to the expected Mendelian ratios (Fig. 1c).
We further noted that homozygotes had decreased body size as compared to heterozygous and wild type siblings. At three months of age, body length, weight and body mass index (mass/length2) were all significantly reduced in homozygotes relative to heterozygous and wild types. This was observed for sibling fish raised in mixed-genotype tanks (Supplementary Fig. 1a–c), and was also the case for offspring from homozygous and sibling wild type incrosses raised in parallel at equal density (Fig. 1d,e). Therefore, the size difference was not due to a decreased ability of mutants to compete for food. Insulin deficiency is associated with decreased fetal growth, a feature commonly seen in neonatal diabetes4. However, analysis of free-swimming larvae at 12 days post-fertilization(dpf) showed normal morphology and no significant difference in body length (standard length, SL) between wild type and mutants (4.7 ± 0.3 mm for WT and 4.5 ± 0.3 mm for MU, p = 0.17, Supplementary Fig. 2a, b). Larvae then enter a period (∼one month) of high nutritional demand and rapid growth14,28. During this time we detected a size difference between mutants and wild types. At 5 weeks, body length was highly variable, but was decreased on average in mutant fish (SL11.2 ± 1.6 mm, n = 14) as compared to wild type (SL12.8 ± 3.6 mm, n = 12, p < 0.05, Mann-Whitney test; Supplementary Fig. 2c).
In mouse, the Pdx1 knockout is characterized by failure of pancreas development29,30,31. To determine whether this is the case for the zebrafish pdx1 mutant, we performed immunohistochemistry for pancreatic markers at 12dpf. We found that the exocrine pancreas developed in mutants, as indicated by immunostaining for CarboxypeptidaseA (CPA), as did an endocrine islet, as delineated by insulin (Ins)-positive cells in the head of the pancreas (Supplementary Fig. 2d).
To assess the exocrine pancreas in more detail, we performed histological analysis and immunostaining of paraffin sections of 12dpf larval pancreas. As in mammals, pancreatic acinar cells in zebrafish are characterised by a basally located nucleus and an eosinophilic apical region where secretory granules containing digestive enzymes are concentrated32 (Fig. 2c, inset, 2m, inset). Acinar cells and their lobular organization were discerned in wild type larvae in H&E stained sections (Fig. 2c). In immunostained sections, there was basal alignment of nuclei and the CPA signal was concentrated apically, colocalizing with exocrine granules (Fig. 2e,g). In pdx1−/− mutants, these histological features of exocrine tissue and acinar organization were not apparent (Fig. 2d), and the CPA immunostaining pattern was patchy and discontinuous (Fig. 2f,h). In adults (8–18 months old), the islet consisted predominantly of insulin (Ins)-expressing beta cells with peripherally located glucagon(Gcga)-expressing alpha cells (Fig. 2i–l). Polarized exocrine cells with acinar organization could be identified in H&E stained sections of wild type adult pancreas (Fig. 2m). In pdx1−/− mutant adults, exocrine cells lacked polarization and acinar organization was difficult to discern (n = 7/7, Fig. 2n).
Pdx1 mutation impairs pancreatic islet development
To evaluate the endocrine islet phenotype of pdx1 mutant fish, pancreas development and function during embryonic and larval stages were examined. In zebrafish, early ‘first wave’ cells form the principal islet around 24 hpf through coalescence of dispersed precursors, while ‘second wave’ cells first appear around 3 dpf and account for the majority of beta cells in the adult33,34,35. Islet hormone-expressing cells could be detected in pdx1 mutants at 36 hpf (Supplementary Fig.3), although cell number was reduced in mutants as compared to controls (46 ± 6 cells/embryo in controls compared to 40 ± 5 cells/embryo in mutants, p < 0.05, t-test).
To facilitate further studies, we generated compound transgenics which contained the pdx1sa280 mutant allele in combination with the TgBAC(NeuroD:eGFP)nl1 transgene36 (hereafter referred to as NeuroD:eGFP) which is expressed in endocrine progenitors and differentiating endocrine cells7,24. Immunohistochemistry of 3.5 dpf embryos with an antibody specific to the N-terminal portion of the Pdx1 protein, in combination with an antibody to GFP, localized the islet and demonstrated the absence of detectable Pdx1 protein in the mutants (Supplementary Fig. 4). To further evaluate endocrine cell formation in pdx1 mutants, we performed immunofluorescence staining of NeuroD:eGFP;pdx1−/− mutant and NeuroD:eGFP;pdx1+/+ control embryos at 3 dpf. The overall size of the islet was markedly reduced in mutants, as was insulin expression (Fig. 3a). Insulin-producing cells were reduced 28%, from 36 ± 9 cells/embryo in controls as compared to 26 ± 5 cells/embryo in mutants (Fig. 3b).
As Pdx1 plays a role in islet cell fate allocation37,38, and loss of Pdx1 has been associated with cell identify transformations39,40, we assessed pdx1 mutants for Glucagon(Gcga)-producing alpha cells at 72 hpf (Supplementary Fig. 5a–d). Alpha cell number was reduced from 29 ± 4 in controls to 23 ± 6 in mutants (p < 0.05, t-test, Supplementary Fig. 5e). While the cell numbers were reduced in mutants, the ratio of alpha to beta cells was not significantly changed (0.81 in control versus 0.93 in mutants, p = 0.18, t-test; Supplementary Fig. 5f).
The above data suggested that early endocrine cell specification was mostly intact in pdx1 mutants, as previously reported in the pdx1 knockdown24,41. However, the majority of beta cells arise after the onset of feeding at 5 dpf14, thus after developmental stages accessible to morpholino injection approaches. We next asked whether late-forming endocrine cells can differentiate in pdx1 mutants. To look at new cell formation in response to nutrient stimuli, control and mutant embryos transgenic for NeuroD:eGFP were fed larval powder (SDS100 “fry food”) from 5 dpf until 7 dpf, and examined at 8 dpf. We quantitated as secondary islets eGFP-positive cells and clusters located outside the principal islet and in the pancreatic tail (Fig. 3c). Mutants showed minimal to no induction of new islet cells (0.5 ± 0.7), as compared to 5.6 ± 3.6 secondary islets in controls (Fig. 3d).
Second wave beta cells arise from pancreatic duct-associated progenitors that are maintained in an undifferentiated state by Notch signaling34,35. To test whether differentiation of these progenitors could be activated directly, we applied the Notch inhibitor Ly411575 to wild type, heterozygous, and mutant embryos transgenic for NeuroD:eGFP, to induce and visualize newly differentiating endocrine cells, as previously described24,42. We treated embryos from 4 dpf until 6 dpf, and examined embryos by live micropscopy for newly formed eGFP-positive cells and clusters, as described above. Virtually no new islet cells formed in mutants (0.6 ± 0.5 cells/embryo), compared to an average of 9.4 ± 5.2 secondary islets in heterozygotes and 11.4 ± 6.2 in wild types (Fig. 3e,f). Pdx1 heterozygosity conferred no difference in islet cell forming potential as compared to the wild type state (Fig. 3e,f). It should be noted that far more cells can be induced to differentiate through pharmacological inhibition of Notch, as compared to differentiation under normal feeding conditions (Fig. 3f versus d).
The lack of Notch-induced endocrine cell differentiation could be due to absence of Notch-responsive duct cells, or due to an inability of these cells to differentiate into endocrine cells. To distinguish these possibilities, we analyzed the pancreatic duct by immunohistochemistry. We found that pdx1 mutants formed pancreatic duct as defined by 2F11 antibody staining42 (Supplementary Fig. 6a, b). We further analyzed the cells of the duct by examining Nkx6.1 expression, which has been shown to colocalize with pancreatic Notch-responsive cells43. In 6 dpf larvae, Nkx6.1-expressing cells were found surrounding the islet and throughout the length of the pancreatic tail (Supplementary Fig. 6c, c’, e). Nxk6.1-positive cells were similarly distributed within the pancreatic head and tail of pdx1 mutants (Supplementary Fig. 6d, d’, f). Overall, this suggests that Pdx1 is not required for duct formation, but rather for differentiation of duct-associated, Notch-responsive progenitor cells towards an endocrine cell fate.
Pdx1 mutants have disrupted glucose homeostasis
Free glucose in the circulation is maintained within a narrow concentration range to supply immediate metabolic demands, and excess glucose is taken up into cells through the action of Insulin. Since loss of Pdx1 function in mutants reduced beta cell number and blocked new islet cell formation, we next examined how this impacted metabolic homeostasis during further development. We used biochemical measurement of free glucose to indicate the status of glucose regulatory activity, as has been previously described in zebrafish25,44.
We first measured glucose levels at 5 dpf, up to which time nutrients are predominantly provided from the embryonic yolk sac28. At 5 dpf, glucose was on average 2.3-fold increased in mutants as compared to controls (Fig. 4a). At 15 dpf, after 10 days of growing in a static water system and receiving a high-nutrient diet (SDS100 fry food and paramecium), glucose levels were 3.2-fold elevated in mutants as compared to controls (Fig. 4b). Elevation of free glucose was sustained in the mutants when measured at 5 weeks of age (2.3 fold, Fig. 4c). Blood glucose levels were 2.7-fold elevated in pdx1 mutant adults (4–8 months old), averaging 219 mg/dL, as compared to 80 mg/dL in controls (Fig. 4d). Blood glucose measurements obtained from wild type adults were consistent with previously reported values8,45, while values above 200 mg/dL seen in the pdx1 mutants were similar to those reported in zebrafish following beta cell ablation11,13. To examine how glucose dysregulation correlated with insulin expression, we performed insulin antibody staining of the pancreas at 15 dpf. Insulin protein expression was decreased on average by 50% compared to controls (Fig. 4e). At 5 weeks, insulin transcript levels in whole animal extracts were reduced by 90% (p < 0.005; Fig. 4f). Overall, elevated glucose levels were seen in pdx1 mutants from embryonic through adult stages, indicating a persistent hyperglycemic state.
Sulfonylureas are anti-glycemic agents that bind ATP-dependent potassium channels, causing membrane depolarisation, calcium influx and beta cell insulin secretion46. They are used to treat T2DM in patients possessing residual beta cell function, and are particularly effective in cases of MODY due to defects in transcription factors important for beta cell development and function3. To determine the responsiveness of the hyperglycemia in pdx1 mutants to pharmacological glucose modulators, we treated 5 dpf mutant larvae with increasing concentrations of the sulfonylurea drug tolbutamide. A 2-hour treatment with 250 uM had minor effects while 500 uM lowered glucose levels by 36% (Fig. 4g). In summary, these data further confirmed similarity of our zebrafish diabetes model to the mammalian system.
Nutrient effects on the islet in pdx1 mutants
Overfeeding and obesity contribute to, and exacerbate, the diabetic phenotype in mammals2,47. Prior studies have shown that overfeeding can induce obesity in adult zebrafish48, but similar responses in younger fish have not been demonstrated. Therefore, we analyzed the response of wild type and pdx1 mutant larvae to overfeeding protocols. Supplementing the standard larval diet of paramecium and larval powder (55% protein, 14% lipid) with increasing concentrations of egg yolk (17% protein, 31% lipid; high fat diet, HFD) from 5 dpf until 11 dpf caused a notable change in larva appearance and a significant increase in body length as compared to larvae fed only larval powder (MIN) diet (Supplementary Fig. 7a, b). Specifically, larva body length increased 15–17% with once daily addition of 5–25 ug/ml egg yolk. We then determined if the HFD similarly affects pdx1 mutants. With application of our HFD protocol (larval powder, paramecium and 10 ug/ml egg yolk, 1x/day) for 7 days (5dpf to 11dpf), both controls and pdx1 mutants showed increases in length as well as weight when assessed at 12dpf (Supplementary Fig. 7c, d). The difference in length and weight between MIN versus HFD fed pdx1 mutant fish was not statistically different from similarly treated controls (Supplementary Fig. 7c, d).
Proliferation of beta cells has been reported in mouse diabetes models as an early response to increased metabolic demand49. Cell proliferation in response to nutrient overload was examined by measuring EdU incorporation, compared between larvae left unfed or fed powder plus 20 ug/ml egg yolk solution (HFD) for 48 hours, starting at 5 dpf. Both controls and pdx1 mutants that were not fed showed rare proliferating beta cells (Supplementary Fig. 8a, left). There was a trend towards increased proliferation with feeding, but this did not reach statistical significance in either group (Supplementary Fig. 8a, right, b).
Later stages of type 2 diabetes show decreased beta cell mass, resulting in large part from increased beta cell apoptosis47,50,51. In larval zebrafish, brief overfeeding with an egg yolk solution activates differentiation of endocrine progenitors, without causing apoptosis52. The absence of a toxic effect after nutritional excess was perhaps due to the short duration of the treatment and the vigor of normal beta cells. We therefore examined whether the beta cells of pdx1 mutants would show altered sensitivity to overfeeding. NeuroD:eGFP+;pdx1−/− mutant and NeuroD:eGFP+; pdx1+/+ control larvae were fed with powder plus 20 ug/ml egg yolk solution (HFD) for three days (5 dpf to 7 dpf), and islets were examined for apoptotic cells by TUNEL labeling at 8 dpf (Fig. 5a). We quantitated cells co-expressing GFP in the islet, rather than looking for insulin protein, as insulin is often downregulated in beta cells exposed to hyperglycemia53,54. Furthermore, regions of insulin staining can be difficult to conclusively associate with fragmented cells identified by the TUNEL assay. TUNEL+ cells were identified in the islet in 43% of mutant embryos (n = 14), and less frequently in wild type embryos (15%, n = 13, Fig. 5b). Overall, we detected a rate of 2% apoptotic cells in the islet of HFD-fed mutants as compared to 0.4% in HFD-fed wild type controls (Fig. 5c).
To assess changes in the islet after prolonged overfeeding, NeuroD:eGFP+;pdx1−/− mutant and NeuroD:eGFP+;pdx1+/+ control larvae were fed a 10 ug/ml egg yolk supplemented HFD for 7 days (from 5 dpf until 11 dpf) or larval powder only (MIN) and examined by immunostaining for GFP+ islet cells and insulin expression (Fig. 5a). Wild type controls fed the HFD had increased eGFP+ positive islet cells and more insulin expression as compared to larvae fed the MIN diet (Fig. 5d,e). By contrast, pdx1 mutants fed the HFD had fewer eGFP+ cells and reduced insulin expression compared to mutants fed the MIN diet (Fig. 5d,e). The average number of insulin expressing cells was 30 ± 8 cells in MIN fed as compared to 24 ± 6 cells following HFD feeding (Fig. 5f). These observations suggest that the beta cells of pdx1 mutant larvae are vulnerable to nutrient overload, as manifested by increased islet cell apoptosis and reduced beta cells.
Discussion
In this work we demonstrate that the pdx1 mutant zebrafish is a new vertebrate model of diabetes, as fish show the key features of decreased beta cells and insulin, and persistently elevated glucose levels. In agreement with previous studies using morpholino knockdown of pdx124,41, an initial islet cell population is established in the absence of pdx1. Exocrine tissue and duct cells are specified in pdx1 mutants, but acinar morphology is perturbed and duct-associated progenitors are not competent to differentiate into late endocrine cells. We found elevated glucose at 5 dpf, before external feeding begins, which persisted in larval and juvenile fish, and was maintained in adults. In addition, the high glucose level was reduced by the anti-diabetic drug tolbutamide, and we found evidence for enhanced beta cell sensitivity to nutrient load in the islets of mutants.
Overall, the homozygous phenotype of pdx1 mutant zebrafish resembles human neonatal diabetes in its early disease manifestation and severe endocrine dysfunction. The finding of endocrine impairment combined with some exocrine perturbation, in contrast to the absence of pancreatic development seen in mammals with a null mutation in Pdx1, suggests that zebrafish exocrine tissue is comparatively less susceptible to Pdx1 deficiency. A similar discrepancy in transcription factor dose requirement among vertebrates is seen in comparing zebrafish mutant for hnf1ba with human disease caused by mutations in HNF1B, which causes MODY5. The hypomorphic hnf1ba mutation in its homozygous form in zebrafish causes exocrine hypoplasia and variable disruption of beta cell formation55, resembling the human disease which however is caused by heterozygous mutations.
In both mouse and zebrafish, complex spatial and temporal regulation of pdx1, in cooperation with ptf1a, mnx1 (also called hb9 or hlxb9) and other key pancreatic transcription factors, are essential for growth, differentiation and distribution of all pancreatic cell types56. Regulatory interactions and dosage effects are conserved but not absolutely identical among vertebrate species. In mouse, the single Mnx1 family member is required early for dorsal bud formation and is critical for beta cell development56. In zebrafish, the Mnx1-related gene mnx2a, which does not exist in mammals, has a proposed role in exocrine pancreas formation57 which could potentially compensate for loss of Pdx1 in some aspects of ventral bud development. Our findings of abnormal exocrine differentation in pdx1 mutants are consistent with mouse studies demonstrating that Pdx1 expression is required not only for beta cell development but also for complete differentiation of acinar tissue58.
A transient early population of insulin- and glucagon-expressing cells is seen in Pdx1−/− mutant mice29, which may be the equivalent of the islet cells in pdx1 mutant zebrafish. The role of these cells in mammals remains undefined. The glucose elevation in pdx1 mutants is less pronounced compared to some zebrafish models with more complete beta cell loss, suggesting functional capacity of the early cells. For example, following beta cell ablation in adult zebrafish, glucose levels are elevated up to 5-fold11,13, which is greater than the approximately 2.5-fold increase seen in pdx1 mutants. By contrast, a 2.5-fold increase in glucose is seen at 16.5 dpf in an alternative beta-cell ablation transgenic model in which gluose elevation may be dampened by transient insulin production14. In these examples, the regenerative response is a confounding factor in the analysis.
Cells with gene expression characteristics of duct-associated Notch-responsive cells (2F11 positive, Nkx6.1 positive) were detected in pdx1 mutants but they did not form endocrine cells, suggesting that Pdx1 interacts with Notch signaling in the regulation of progenitor differentiation. Further evaluation of this finding will make use of Notch reporter constructs34 that can be introduced into the pdx1 mutant background. In mammals, beta cell proliferation as well as progenitor differentiation can contribute new beta cells during development and under conditions of metabolic stress47. We found low rates of beta cell proliferation in unfed larvae, which increased in both wild types and mutants under our high fat feeding conditions, but not to a level of statistical significance. This result implied that mutants engaged a proliferative response to nutrient overload, but this was overwhelmed by loss of cells, as the beta cell number was in fact reduced after one week of HFD feeding. In wild types, the islet increased in size following feeding to an extent that signified contribution from both proliferation and new cell differentiation. A low beta cell proliferation rate is consistent with the report of Maddison and Chen, 201252, although other studies in zebrafish have detected higher levels of beta cell proliferation, and robust stimulation by feeding14,59. This discrepancy is possibly due to variation in detection method, or to differences in the stage analyzed and feeding regimen applied.
In our study, following an extended time of high nutrient feeding, we detected increased islet cell apoptosis and a reduction of beta cells in pdx1 mutants during larval stages. This is consistent with the established link between Pdx1 function and beta cell maintenance and survival in mammals60,61. Transcription factor deficiencies can result not only from inherited mutations, but also from environmental stresses associated with glucotoxicity and reactive oxygen species62. Since reduction of PDX1 is commonly seen in T2DM62, analyses of beta cell dynamics in the pdx1-mutant diabetes model that we describe can provide mechanistic insights that are applicable to more common forms of diabetes.
The reduced body length and weight seen in adult pdx1 mutants could have several pathophysiological origins. Decreased muscle mass is a recognized feature of diabetes63, as insulin promotes protein anabolic pathways. We found that larval mutants increased in size when overfed, and further analyses of diet-invoked responses at the cellular and molecular level may reveal important new insights into protein metabolic pathologies due to insulin deficiency, and may also provide evidence that exocrine dysfunction contributes to the growth deficiency.
To evaluate the activity of insulin-stimulated glucose utilization and storage pathways, we assessed free glucose content in whole animals from larval through late juvenile stages. Due to the lower limits of assay sensitivity, biochemical measurements at earlier stages must be performed on pools of genetically pre-defined offspring. Fish with the pdx1 mutation survive and breed as homozygotes, enabling evaluation of glucose homeostasis in diabetic embryos as well as larvae and juvenile fish. Previous studies applying diabetic pharmacologics to zebrafish had to do so in combination with agents to elevate glucose levels in order to see significant changes44,64. By contrast, the sulfonylurea tolbutamide directly lowered glucose levels in pdx1 mutants. This demonstrates that anti-diabetic agents can be evaluated using pdx1 mutant zebrafish in a more straightforward approach.
The mutant fish line reported in this study is particularly suited for in vivo monitoring of early stages of hyperglycemia-induced pathologies, which can be visualized at their first manifestations and followed over time in the same animal. We demonstrated that metabolic parameters with relevance for diabetes physiology can be assessed in a mutant population that is phenotypically and genetically consistent, during easy to manipulate larval stages. Thus, with pdx1 mutant zebrafish, pharmacologic effects and toxicities of new diabetes drug candidates can be evaluated at relatively low cost in a vertebrate whole-animal model before moving on to costly and labor-intensive mammalian studies.
Methods
Zebrafish breeding and maintanence
Zebrafish (Danio rerio) were maintained and bred according to established protocols65. pdx1sa280 heterozygotes from the Zebrafish Mutation Project27 were incrossed, then maintained as separate lines (designated pdx1+/+; pdx1+/−, pdx1−/−). To obtain pdx1+/−;neuroD:EGFP fish, pdx1+/− heterozygotes were outcrossed to TgBAC(neurod:EGFP)nl136 (NeuroD:eGFP) hemizygotes. These were then incrossed to pdx1−/− fish to generate pdx1−/−;NeuroD:eGFP homozygous mutants. Sibling pdx1+/+;NeuroD:eGFP fish were used to generate control embryos. Fish to be harvested at 8 dpf or younger were maintained in egg water (0.3 g/L Coral Pro Salt (Red Sea) in reverse osmosis H2O) in petri dishes at 28 °C (20 fish/25 ml) for the duration of the experiment. For studies of diet-induced phenotypes, fish were moved to mouse cages at 5 dpf, at a density of 25 larvae/500 ml egg water. Zebrafish adult and larval standard length was measured as the distance from the snout to the caudal peduncle, as described66. Body Mass Index (BMI) was calculated by dividing the body weight (g) by the square of the body length (cm)48. Wet mass of larvae was measured in pools of 4–6 larvae placed in pre-weighed 2 mL eppendorf tubes, after removal of water from the tubes. Fish were fasted for 16 hours prior to collection and analysis. This study was approved by the Austrian Bundesministerium für Wissenchaft und Forschung (GZ BMWFW-66.008/0004-WF/II/3b/2014), and all procedures were carried out in accordance with the approved guidelines.
Special diet feeding and drug treatments
Powdered egg yolk (Backstars, Bellenberg, Germany) was prepared as a 2000x solution in egg water and stored at 4 °C. The solution was vigorously shaken prior to addition to fish cultures to reach final concentrations as indicated. Larvae on the minimal diet (MIN) were fed SDS100 Fry Feed (Scientific Fish Food), consisting of 55% protein and 14% lipid. Tolbutamide was prepared as a 500 mM stock solution in DMSO and treatments were performed in E3 media (5 mM NaCl, 0.17 mM KCl, 0.33 mM CaCl2, 0.33 mM MgSO4).
Genotyping
Genomic DNA prepared from embryos and adult fin clips was genotyped by PCR followed by restriction digest with DraI (Fermentas), using the following primers:
For CCCCAACGAAGACTACAGCC
Rev ATGGCCTGCAATCAGGAGTTA
The PCR conditions used were 30 cycles of 94 °C for 30 s, 63 °C for 30 s, and 72 °C for 30 s, followed by one cycle of 72 °C for 5 min. The PCR product was digested for 5 hours at 37 °C. The amplified wild type product was 373 bp. A DraI site present in the mutant allele generated a smaller PCR product of 334 bp. Products were separated on a 2% gel.
Biochemical Assays
Glucose measurements were performed using the Amplex Red Glucose Assay Kit (Invitrogen), according to manufacturer’s instructions. Larval extracts were prepared by sonication in 200 ul of cold PBS. Single 5-week old fish were first homogenized followed by sonication in 500 ul cold PBS. Extracts were spun for 15 min, 12000 rpm at 4 °C to remove debris, and the supernatant was used immediately or stored aliquoted at –80 °C until the assay was performed. Standard curves were generated with every assay. Graphs represent data combined from at least 2 independent experiments. Glucose values were normalized to protein concentration of the extract, and are reported relative to the average control value. To measure blood glucose levels in adult zebrafish, fish were anesthetized and blood collected essentially as described45. Blood from the incision was directly applied to a Freestyle Lite glucose test strip, and glucose readings were obtained from the Freestyle Lite glucose meter (Abbott) as per manufacturer’s instructions.
Histology
Dissected gut from larvae and adults were fixed in 4% PFA in PBS for 2 hours at room temperature, washed in PBS, serially dehydrated in ethanol and embedded in Paraplast (Sigma). 8 μm sections were further processed for immunohistochemistry or stained with hematoxylin and eosin. Immunostained sections were imaged on a Zeiss LSM5 Exciter, H&E stained sections were imaged using a Leica DM5000B.
Immunohistochemistry
Immunostainings on whole embryos or larvae were performed as previously described24 with the modification that for larvae older than 3 dpf, Phospholipase A2 (0.3 ug/ml) was added to ProteinaseK (10 ug/ml) for permeabilization to improve penetration67. Sections for immunostaining were incubated for one hour in blocking solution (PBS/1%DMSO/1%BSA/1% Triton), then incubated overnight at 4 °C with primary antibodies diluted in blocking solution. Sections were washed with PBS+ 0.2% Triton. Primary antisera and dilutions were: guinea pig anti-Insulin (1:200, Dako), rabbit anti-Carboxypeptidase A (1:200, Chemicon), rabbit anti-GFP (1:200, Torrey Pines Biolabs), guinea pig anti-Pdx1 (1:200, generous gift from Chris Wright, Vanderbilt University), mouse anti-Nkx6.1 (1:50, DSHB), mouse anti-Glucagon (Sigma) (1:100), mouse anti-2F11 (Abcam), rabbit anti-Somatostatin (1:200, DAKO). Secondary antibodies (1:1000 dilution) were Alexa-conjugated from Invitrogen. Nuclei were labeled by incubation for 30 minutes at room temperature (sections), or overnight at 4 °C (whole embryos or larvae) in 100 ng/ml DAPI. TUNEL labeling was performed as for immunostaining described above, with an additional incubation in TUNEL Detection Reagent (Roche) for 2 hours at 37 °C degrees prior to incubation with the secondary antibody. For labeling of proliferating cells with EdU, the Click-It 488 Kit (Invitrogen) was used. 5 nl of 100 uM EdU (in 5 mM Citric Acid, pH5.0) was injected into the cardinal vein of 5 dpf larvae anesthetized with 0.003% Tricaine. At 7 dpf, embryos were fixed for 1 hour in 4% PFA, permeabilized in 1% DMSO, then the detection reaction was performed as described33. Embryos were then incubated in blocking solution and stained with antibodies as described above.
qPCR
Total RNA was prepared from dissected gut regions of 5 week old fish using Trizol (Ambion), cDNA was prepared using the First Strand cDNA synthesis kit (Thermo Scientific). qPCR was performed in a CFX Connect Real-Time System (BioRad) using the HOT Fire-Pol EvaGreen qPCR Mix Plus (Solis BioDyne). Data shown is the average of 4 biological replicates, presented as gene expression level relative to controls, after normalization to the housekeeping genes rpl and ef1alpha. PCR primer pair for insulin (5′ to 3′): GCCCAACAGGCTTCTTCTACAAC (F), GCAGATTTAGGAGGAAGGAAACCC (R).
Imaging and image analysis
Larvae for live imaging were anesthetized using 0.003% Tricaine, immobilized in 1.5% low melt agarose and imaged on a Leica DM6000B microscope equipped with a SPOT-RT3 digital camera (Diagnostic Instruments, Inc., Sterling Heights, MI), using a 20X water objective. Fluorescence stack and DIC images were captured using Visiview software (Visitron Systems, Puchheim, Germany). Fluorescence stacks were processed using ImageJ. Stacks were combined to a single image using an extended depth of focus projection68. Adjustment of brightness and contrast, applied equally to all images, overexposed the signal of the islet to reveal the weaker signal present in single cells and small clusters located outside of the principal islet. Immunostainings of whole mounts were imaged with a Zeiss LSM5 Exciter confocal laser microscope using a 40X water immersion objective and a z-step ranging from 1–2μm. Stacks of optical sections were combined using a Maximum Intensity Projection (ImageJ). Insulin+, Glucagon+, Hormone+ and NeuroD:eGFP+ cells were quantitated using the PointPicker tool of ImageJ. Antibody signals were examined in combination with DAPI-staining of nuclei to facilitate cell identification. Confocal Images were processed with a median filter to remove speckle noise and assembled into composites using the FigureJ plugin69 of ImageJ and Adobe Illustrator. Insulin signal volume was quantitated using Imaris 7.3.0 (Bitplane). In brief, images were processed by smoothing (0.5 um) and local background subtraction, then a contour surface was created that enclosed the fluorescent signal, and the volume in voxels was determined. Signal threshold and object size filtering were applied consistently to all images.
Statistics
Graphs were generated and statistical analysis was performed using Prism (Graphpad). Significance was tested using the t-test or one-way analysis of variance (ANOVA) and post-test as indicated, with p < 0.05 considered significant. Unless otherwise noted, data presented are representative of at least two independent experiments. Error bars represent standard error (s.e.m.).
Additional Information
How to cite this article: Kimmel, R. A. et al. Diabetic pdx1-mutant zebrafish show conserved responses to nutrient overload and anti-glycemic treatment. Sci. Rep. 5, 14241; doi: 10.1038/srep14241 (2015).
Supplementary Material
Acknowledgments
We thank Chris Wright for the Pdx1 antibody, Teresa Nicolson for the TgBAC(Neurod:eGFP)nl1 fish line, Petronel Tuluc for chemicals, Dzenana Tufegdzic for expert zebrafish care, Patricia Stoitzner and Matthias Schmuth for helpful discussions, Thorsten Schwerte and Willi Salvenmoser for assistance with imaging, and all members of the Molecular Biology Institute for technical assistance and advice. This project was supported by the University of Innsbruck and the Austrian Science Fund (FWF): P25659-B19 (R.A.K.).
Footnotes
Author Contributions Conceived and designed the experiments: R.A.K., D.M. Performed the experiments: R.A.K., N.S., S.D., T.W., J.F. Analyzed the data: R.A.K., N.S., D.M. Wrote the manuscript: R.A.K. Edited the manuscript and gave general advice: D.M.
References
- Doria A., Patti M. E. & Kahn C. R. The emerging genetic architecture of type 2 diabetes. Cell Metab 8, 186–200 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ashcroft F. M. & Rorsman P. Diabetes mellitus and the beta cell: the last ten years. Cell 148, 1160–1171 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Klupa T., Skupien J. & Malecki M. T. Monogenic models: what have the single gene disorders taught us? Curr Diab Rep 12, 659–666 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Naylor R. N., Greeley S. A., Bell G. I. & Philipson L. H. Genetics and pathophysiology of neonatal diabetes mellitus. J Diabetes Investig 2, 158–169 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Seth A., Stemple D. L. & Barroso I. The emerging use of zebrafish to model metabolic disease. Dis Model Mech 6, 1080–1088 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jorgens K., Hillebrands J. L., Hammes H. P. & Kroll J. Zebrafish: a model for understanding diabetic complications. Exp Clin Endocrinol Diabetes 120, 186–187 (2012). [DOI] [PubMed] [Google Scholar]
- Dalgin G. & Prince V. E. Differential levels of Neurod establish zebrafish endocrine pancreas cell fates. Dev Biol 402, 81–97 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gleeson M., Connaughton V. & Arneson L. S. Induction of hyperglycaemia in zebrafish (Danio rerio) leads to morphological changes in the retina. Acta Diabetol 44, 157–163 (2007). [DOI] [PubMed] [Google Scholar]
- Alvarez Y. et al. Predominant cone photoreceptor dysfunction in a hyperglycaemic model of non-proliferative diabetic retinopathy. Dis Model Mech 3, 236–245 (2010). [DOI] [PubMed] [Google Scholar]
- Jorgens K. et al. High tissue glucose alters intersomitic blood vessels in zebrafish via methylglyoxal targeting the VEGF receptor signalling cascade. Diabetes 64, 213–25 (2015). [DOI] [PubMed] [Google Scholar]
- Olsen A. S., Sarras M. P. Jr. & Intine R. V. Limb regeneration is impaired in an adult zebrafish model of diabetes mellitus. Wound Repair Regen 18, 532–542 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Curado S. et al. Conditional targeted cell ablation in zebrafish: a new tool for regeneration studies. Dev Dyn 236, 1025–1035 (2007). [DOI] [PubMed] [Google Scholar]
- Moss J. B. et al. Regeneration of the pancreas in adult zebrafish. Diabetes 58, 1844–1851 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ninov N. et al. Metabolic regulation of cellular plasticity in the pancreas. Curr Biol 23, 1242–1250 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pisharath H., Rhee J. M., Swanson M. A., Leach S. D. & Parsons M. J. Targeted ablation of beta cells in the embryonic zebrafish pancreas using E. coli nitroreductase. Mech Dev 124, 218–229 (2007). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fujimoto K. et al. Autophagy regulates pancreatic beta cell death in response to Pdx1 deficiency and nutrient deprivation. J Biol Chem 284, 27664–27673 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Babu D. A., Deering T. G. & Mirmira R. G. A feat of metabolic proportions: Pdx1 orchestrates islet development and function in the maintenance of glucose homeostasis. Mol Genet Metab 92, 43–55 (2007). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hani E. H. et al. Defective mutations in the insulin promoter factor-1 (IPF-1) gene in late-onset type 2 diabetes mellitus. J Clin Invest 104, R41–48 (1999). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Macfarlane W. M. et al. Missense mutations in the insulin promoter factor-1 gene predispose to type 2 diabetes. J Clin Invest 104, R33–39 (1999). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Stoffers D. A., Ferrer J., Clarke W. L. & Habener J. F. Early-onset type-II diabetes mellitus (MODY4) linked to IPF1. Nat Genet 17, 138–139 (1997). [DOI] [PubMed] [Google Scholar]
- Stoffers D. A., Zinkin N. T., Stanojevic V., Clarke W. L. & Habener J. F. Pancreatic agenesis attributable to a single nucleotide deletion in the human IPF1 gene coding sequence. Nat Genet 15, 106–110 (1997). [DOI] [PubMed] [Google Scholar]
- Nicolino M. et al. A novel hypomorphic PDX1 mutation responsible for permanent neonatal diabetes with subclinical exocrine deficiency. Diabetes 59, 733–740 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- De Franco E. et al. Biallelic PDX1 (insulin promoter factor 1) mutations causing neonatal diabetes without exocrine pancreatic insufficiency. Diabet Med 30, e197–200 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kimmel R. A., Onder L., Wilfinger A., Ellertsdottir E. & Meyer D. Requirement for Pdx1 in specification of latent endocrine progenitors in zebrafish. BMC biology 9, 75 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jurczyk A. et al. Dynamic glucoregulation and mammalian-like responses to metabolic and developmental disruption in zebrafish. Gen Comp Endocrinol 170, 334–345 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Milewski W. M., Duguay S. J., Chan S. J. & Steiner D. F. Conservation of PDX-1 structure, function, and expression in zebrafish. Endocrinology 139, 1440–1449 (1998). [DOI] [PubMed] [Google Scholar]
- Kettleborough R. N. et al. A systematic genome-wide analysis of zebrafish protein-coding gene function. Nature 496, 494–497 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lawrence C. The husbandry of zebrafish (Danio rerio): A review. Aquaculture 269, 1–20 (2007). [Google Scholar]
- Ahlgren U., Jonsson J. & Edlund H. The morphogenesis of the pancreatic mesenchyme is uncoupled from that of the pancreatic epithelium in IPF1/PDX1-deficient mice. Development 122, 1409–1416 (1996). [DOI] [PubMed] [Google Scholar]
- Jonsson J., Carlsson L., Edlund T. & Edlund H. Insulin-promoter-factor 1 is required for pancreas development in mice. Nature 371, 606–609 (1994). [DOI] [PubMed] [Google Scholar]
- Offield M. F. et al. PDX-1 is required for pancreatic outgrowth and differentiation of the rostral duodenum. Development 122, 983–995 (1996). [DOI] [PubMed] [Google Scholar]
- Yee N. S., Lorent K. & Pack M. Exocrine pancreas development in zebrafish. Dev Biol 284, 84–101 (2005). [DOI] [PubMed] [Google Scholar]
- Kimmel R. A. & Meyer D. Molecular regulation of pancreas development in zebrafish. Methods Cell Biol 100, 261–280 (2010). [DOI] [PubMed] [Google Scholar]
- Parsons M. J. et al. Notch-responsive cells initiate the secondary transition in larval zebrafish pancreas. Mech Dev 126, 898–912 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang Y., Rovira M., Yusuff S. & Parsons M. J. Genetic inducible fate mapping in larval zebrafish reveals origins of adult insulin-producing {beta}-cells. Development 138, 609–617 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Obholzer N. et al. Vesicular glutamate transporter 3 is required for synaptic transmission in zebrafish hair cells. J Neurosci 28, 2110–2118 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yang Y. P., Thorel F., Boyer D. F., Herrera P. L. & Wright C. V. Context-specific alpha- to-beta-cell reprogramming by forced Pdx1 expression. Genes Dev 25, 1680–1685 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gannon M. et al. pdx-1 function is specifically required in embryonic beta cells to generate appropriate numbers of endocrine cell types and maintain glucose homeostasis. Dev Biol 314, 406–417 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ahlgren U., Jonsson J., Jonsson L., Simu K. & Edlund H. beta-cell-specific inactivation of the mouse Ipf1/Pdx1 gene results in loss of the beta-cell phenotype and maturity onset diabetes. Genes Dev 12, 1763–1768 (1998). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gao T. et al. Pdx1 maintains beta cell identity and function by repressing an alpha cell program. Cell Metab 19, 259–271 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yee N. S., Yusuff S. & Pack M. Zebrafish pdx1 morphant displays defects in pancreas development and digestive organ chirality, and potentially identifies a multipotent pancreas progenitor cell. Genesis 30, 137–140 (2001). [DOI] [PubMed] [Google Scholar]
- Ninov N., Borius M. & Stainier D. Y. Different levels of Notch signaling regulate quiescence, renewal and differentiation in pancreatic endocrine progenitors. Development 139, 1557–1567 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Huang W. et al. Retinoic acid plays an evolutionarily conserved and biphasic role in pancreas development. Dev Biol 394, 83–93 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gut P. et al. Whole-organism screening for gluconeogenesis identifies activators of fasting metabolism. Nat Chem Biol 9, 97–104 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Eames S. C., Philipson L. H., Prince V. E. & Kinkel M. D. Blood sugar measurement in zebrafish reveals dynamics of glucose homeostasis. Zebrafish 7, 205–213 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Dornhorst A. Insulinotropic meglitinide analogues. Lancet 358, 1709–1716 (2001). [DOI] [PubMed] [Google Scholar]
- Rhodes C. J. Type 2 diabetes-a matter of beta-cell life and death? Science 307, 380–384 (2005). [DOI] [PubMed] [Google Scholar]
- Oka T. et al. Diet-induced obesity in zebrafish shares common pathophysiological pathways with mammalian obesity. BMC Physiol 10, 21 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tschen S. I., Dhawan S., Gurlo T. & Bhushan A. Age-dependent decline in beta-cell proliferation restricts the capacity of beta-cell regeneration in mice. Diabetes 58, 1312–1320 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Butler A. E. et al. Beta-cell deficit and increased beta-cell apoptosis in humans with type 2 diabetes. Diabetes 52, 102–110 (2003). [DOI] [PubMed] [Google Scholar]
- Halban P. A. et al. beta-cell failure in type 2 diabetes: postulated mechanisms and prospects for prevention and treatment. J Clin Endocrinol Metab 99, 1983–1992 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Maddison L. A. & Chen W. Nutrient excess stimulates beta-cell neogenesis in zebrafish. Diabetes 61, 2517–2524 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Brereton M. F. et al. Reversible changes in pancreatic islet structure and function produced by elevated blood glucose. Nat Commun 5, 4639 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Weir G. C., Aguayo-Mazzucato C. & Bonner-Weir S. beta-cell dedifferentiation in diabetes is important, but what is it? Islets 5, 233–237 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lancman J. J. et al. Specification of hepatopancreas progenitors in zebrafish by hnf1ba and wnt2bb. Development 140, 2669–2679 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pan F. C. & Wright C. Pancreas organogenesis: from bud to plexus to gland. Dev Dyn 240, 530–565 (2011). [DOI] [PubMed] [Google Scholar]
- Wendik B., Maier E. & Meyer D. Zebrafish mnx genes in endocrine and exocrine pancreas formation. Dev Biol 268, 372–383 (2004). [DOI] [PubMed] [Google Scholar]
- Hale M. A. et al. The homeodomain protein PDX1 is required at mid-pancreatic development for the formation of the exocrine pancreas. Dev Biol 286, 225–237 (2005). [DOI] [PubMed] [Google Scholar]
- Tsuji N. et al. Whole organism high content screening identifies stimulators of pancreatic beta-cell proliferation. PLoS ONE 9, e104112 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fujimoto K. & Polonsky K. S. Pdx1 and other factors that regulate pancreatic beta-cell survival. Diabetes Obes Metab 11 Suppl 4, 30–37 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ardestani A. et al. MST1 is a key regulator of beta cell apoptosis and dysfunction in diabetes. Nat Med 20, 385–397 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Guo S. et al. Inactivation of specific beta cell transcription factors in type 2 diabetes. J Clin Invest 123, 3305–3316 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Workeneh B. & Bajaj M. The regulation of muscle protein turnover in diabetes. Int J Biochem Cell Biol 45, 2239–2244 (2013). [DOI] [PubMed] [Google Scholar]
- Elo B., Villano C. M., Govorko D. & White L. A. Larval zebrafish as a model for glucose metabolism: expression of phosphoenolpyruvate carboxykinase as a marker for exposure to anti-diabetic compounds. J Mol Endocrinol 38, 433–440 (2007). [DOI] [PubMed] [Google Scholar]
- Westerfield M. The Zebrafish Book. Eugene: University of Oregon Press (1995). [Google Scholar]
- Parichy D. M., Elizondo M. R., Mills M. G., Gordon T. N. & Engeszer R. E. Normal table of postembryonic zebrafish development: staging by externally visible anatomy of the living fish. Dev Dyn 238, 2975–3015 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Akhtar T., Li J., Olden T. & Wallace K. N. Use of phospholipase A2 for antigen retrieval in zebrafish whole-mount immunohistochemistry. Zebrafish 6, 223–227 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Forster B., Van De Ville D., Berent J., Sage D. & Unser M. Complex wavelets for extended depth-of-field: a new method for the fusion of multichannel microscopy images. Microsc Res Tech 65, 33–42 (2004). [DOI] [PubMed] [Google Scholar]
- Mutterer J. & Zinck E. Quick-and-clean article figures with FigureJ. J Microsc 252, 89–91 (2013). [DOI] [PubMed] [Google Scholar]
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