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. 2018 Feb 5;8:2346. doi: 10.1038/s41598-018-20703-8

Diastolic dysfunction is more apparent in STZ-induced diabetic female mice, despite less pronounced hyperglycemia

Chanchal Chandramouli 1,8,#, Melissa E Reichelt 2,#, Claire L Curl 1, Upasna Varma 1, Laura A Bienvenu 1, Parisa Koutsifeli 1,4, Antonia J A Raaijmakers 1, Miles J De Blasio 3,6, Cheng Xue Qin 3,7, Alicia J Jenkins 5, Rebecca H Ritchie 3,7, Kimberley M Mellor 1,4,#, Lea M D Delbridge 1,✉,#
PMCID: PMC5799292  PMID: 29402990

Abstract

Diabetic cardiomyopathy is a distinct pathology characterized by early emergence of diastolic dysfunction. Increased cardiovascular risk associated with diabetes is more marked for women, but an understanding of the role of diastolic dysfunction in female susceptibility to diabetic cardiomyopathy is lacking. To investigate the sex-specific relationship between systemic diabetic status and in vivo occurrence of diastolic dysfunction, diabetes was induced in male and female mice by streptozotocin (5x daily i.p. 55 mg/kg). Echocardiography was performed at 7 weeks post-diabetes induction, cardiac collagen content assessed by picrosirius red staining, and gene expression measured using qPCR. The extent of diabetes-associated hyperglycemia was more marked in males than females (males: 25.8 ± 1.2 vs 9.1 ± 0.4 mM; females: 13.5 ± 1.5 vs 8.4 ± 0.4 mM, p < 0.05) yet in vivo diastolic dysfunction was evident in female (E/E′ 54% increase, p < 0.05) but not male diabetic mice. Cardiac structural abnormalities (left ventricular wall thinning, collagen deposition) were similar in male and female diabetic mice. Female-specific gene expression changes in glucose metabolic and autophagy-related genes were evident. This study demonstrates that STZ-induced diabetic female mice exhibit a heightened susceptibility to diastolic dysfunction, despite exhibiting a lower extent of hyperglycemia than male mice. These findings highlight the importance of early echocardiographic screening of asymptomatic prediabetic at-risk patients.

Introduction

Diabetes is a condition of epidemic proportions, with cardiovascular mortality the leading cause of death in diabetic patients. Recognition of diabetic cardiomyopathy as a primary cardiac pathology is now well established, where cardiac functional and structural abnormalities are evident independent of coronary artery disease and hypertension1–4. Population-based studies have identified that diastolic dysfunction is prevalent in more than 50% of asymptomatic diabetic patients5–7, and linked to an increased risk of heart failure and mortality in diabetes, independent of systolic functional decline8. Thus, while it is clear that diastolic dysfunction is an early manifestation of diabetic cardiomyopathy and prognostic of later adverse outcomes, current clinical guidelines do not support routine echocardiographic screening of diastolic function in asymptomatic diabetic patients9.

Clinical evidence suggests that diabetic women exhibit a higher susceptibility to cardiovascular morbidity and mortality than diabetic men. The Framingham Heart Study first reported a higher relative incidence of heart failure in diabetic women compared to men (5.2-fold vs 2.2-fold increased incidence relative to non-diabetic for women and men, respectively)10. Subsequent studies have shown that diabetes increases the risk of cardiovascular events to a greater extent in women than in men11–14. Even in diabetic patients with comparable glycemic control, an increased cardiovascular risk factor profile is reported in diabetic females relative to males15. Heightened cardiovascular risk in females does not appear to be dependent on vascular pathology—in adolescent type 1 diabetic patients with no evidence of hypertension or coronary artery disease, cardiac structural remodeling and diastolic dysfunction was evident in females but not male subjects16. Diagnosis of diabetes and subsequent evaluation of cardiac risk may be delayed in females, as elevated fasting glucose is more common in diabetic males17,18. Glucose dysregulation in females is more frequently characterized by impaired glucose tolerance18–20. Interestingly, impaired glucose tolerance has been shown to be a stronger predictor of left ventricular diastolic dysfunction than abnormal fasting glucose7.

The available experimental evidence for sex differences in cardiac dysfunction in diabetes is somewhat consistent with the clinical epidemiological data. The only study to date to directly investigate sex differences in diastolic dysfunction in vivo in an experimental animal model of diabetes demonstrated that streptozotocin-induced diabetic female mice exhibited a more marked decrease in the echocardiographic E/A ratio parameter relative to males, in a setting where blood glucose levels were matched between sexes21. Other studies have confirmed the presence of diastolic dysfunction in female diabetic rodents, but no male group was included for comparison in these studies22,23. Differential structural and molecular abnormalities are evident in male and female obese type 2 diabetic mice (db/db), with earlier onset of cardiomyocyte hypertrophy despite no change in hypertrophic gene expression (β-myosin heavy chain, brain natriuretic peptide) in females24. Interestingly, evaluation of hearts or cardiomyocytes isolated from diabetic rodents have failed to recapitulate exacerbated diabetic cardiac pathology in females relative to males25–28, highlighting the importance of neurohumoral involvement in sex differences observed in vivo.

Given the clinical evidence that cardiovascular morbidity and mortality is higher in diabetic women, and diastolic dysfunction is an important prognostic indicator of mortality in diabetes, we sought to investigate the sex specific relationship between systemic indicators of diabetic status and in vivo occurrence of diastolic dysfunction and related cardiac structural pathology in male and female mice. This study provides the first evidence that exacerbated diastolic functional pathology is not indexed by systemic glycemic disturbance in STZ-induced diabetic female mice.

Results

Diabetes-induced glycemic dysregulation is less pronounced in female mice

To characterize sex differences in systemic responses to diabetes, glycemic status was examined in STZ-induced diabetic male and female mice, at 8 weeks post-STZ injections. The extent of diabetes-induced increase in blood glucose levels was lower in females than in males (diabetic females: 1.6 fold control vs. diabetic males: 2.8 fold control, p < 0.05, Fig. 1A). Similarly, the extent of diabetes-induced increase in % HbA1c was less pronounced in females than in males (diabetic females: 1.4 fold control vs. diabetic males: 1.9 fold control, p < 0.05, Fig. 1B). Glucose tolerance tests also confirmed delayed glucose clearance with diabetes, an effect which was less marked in females than in males (p < 0.05, Fig. 1C,D).

Figure 1.

Figure 1

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Hyperglycemia and impaired glucose tolerance are less pronounced in diabetic females than males. (A) Blood glucose levels (n = 14–17/group). (B) Glycated hemoglobin levels (%, n = 3/group). (C) Blood glucose disappearance following 1.5 g/kg glucose load (n = 5–6/group). Note, in some instances error bars are not discernable as they fall within symbol shapes. (D) Area under the glucose tolerance curve (n = 5–6/group). Data are presented as mean ± SEM. *p < 0.05, 2-way ANOVA, annotated with LSD post hoc analyses.

Cardiac diastolic and systolic dysfunction is evident in diabetic female but not male mice

To determine whether sex disparities in the systemic response to diabetes resulted in differential cardiac diastolic functional outcomes, in vivo flow and tissue Doppler imaging was performed in male and female diabetic mice at 7 weeks following STZ injections. Representative traces of flow Doppler and tissue Doppler velocities are shown in Fig. 2A,B respectively. Diabetes induced an increase in the ratio of early transmitral valve flow velocity (E wave) to early mitral annulus tissue velocity (E′ wave) in female but not male mice, an important clinical index of diastolic dysfunction (E/E′, diabetic females: 54% increase, p < 0.05, Fig. 2C). Changes in the mitral valve early to late filling velocity E/A ratio did not reach significance (Fig. 2D). Diabetes induced a female-specific prolongation of E-wave deceleration time (Dec T, diabetic females: 68% increase, p < 0.05, Fig. 2E). The ratio of early to late diastolic mitral annulus tissue velocity was significantly lower with diabetes in female but not male mice (E′/A′, diabetic females: 47% decrease, p < 0.05, Fig. 2F). Collectively, these data suggest that diastolic dysfunction is more apparent in STZ-induced diabetic females than males, despite less pronounced hyperglycemia. Additionally, it should be noted that all Doppler records contained evidence of a third ‘negative deviation’ wave form prior to the S’. The occurrence of this wave has been noted in larger animals and human subjects29,30, and whilst observable in the small number of murine studies where Doppler images are presented (for example31), it has not been previously commented or analysed.

Figure 2.

Figure 2

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Diastolic dysfunction is evident in diabetic female but not male mice. (A) Representative echocardiography traces from pulse-wave (blood flow) Doppler imaging. (B) Representative echocardiography traces from A4C view of mitral valve tissue Doppler. (C) Ratio of flow Doppler E wave amplitude to tissue Doppler E′ wave amplitude. (D) Ratio of flow Doppler E wave to A wave amplitude. (E) Mitral valve flow Doppler deceleration time. (F) Ratio of tissue Doppler E′ wave to A′ wave amplitude. Data are presented as mean ± SEM. n = 5/group. *p < 0.05, 2-way ANOVA, annotated with LSD post hoc analyses.

In vivo systolic function was assessed from M-mode parasternal short axis echocardiography. Representative traces are shown in Fig. 3A. Systolic function was preserved in male diabetic mice. A modest diabetes-induced reduction in ejection fraction (9% decrease) and fractional shortening (13% decrease) was evident in females (p < 0.05, Fig. 3B,C). A trend for diabetes-induced increased end systolic volume in females was evident (ESV, diabetic females: 33% increase, p = 0.07, Fig. 3D). These data suggest that mild systolic dysfunction is evident in female STZ-induced diabetic mice, but cardiac dysfunction is yet to emerge at this 7 week diabetic time point in males.

Figure 3.

Figure 3

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Mild systolic dysfunction is evident in diabetic female but not male mice. (A) Representative M-mode traces from left ventricular short axis view. (B) Ejection fraction. (C) Fractional shortening. (D) End systolic volume. Data are presented as mean ± SEM. n = 12 15/group. *p < 0.05, 2-way ANOVA, annotated with LSD post hoc analyses.

Diabetes-induced cardiac structural remodeling is similar in males and females

Anatomic changes in heart geometry were examined by measuring septal and posterior wall thickness from M-mode echocardiography and cardiac weight indices. Left ventricular posterior wall thickness at end diastole was reduced with STZ-induced diabetes (diabetic males: 19% decrease; diabetic females: 23% decrease; p < 0.05, Fig. 4A) and a similar differential was observed in posterior wall thickness at end systole (Table 1). Interventricular septal wall thickness was reduced with diabetes at end diastole and at end systole to a similar extent in both males and females (11–13% decrease, p < 0.05, Fig. 4B and Table 1). A modest but significant increase in left ventricular internal diameter was evident in diabetic males but not females at end diastole (5% increase, p < 0.05, Fig. 4C), and in diabetic females but not males at end systole (11% increase, p < 0.05, Fig. 4D). As expected, heart weight, ventricle weight (combined right and left ventricle) and heart weight normalized to tibia length were smaller in females than males (p < 0.05, Fig. 4E,F and Table 1). Heart weights normalized to body weight were not different (Table 1). A significant diabetes-induced decrease in heart weight and ventricle weight was detected in males but not females (p < 0.05, Fig. 4E, Table 1). Collectively these findings suggest that STZ-induced diabetes was associated with similar wall thinning and chamber dilation in male and female mice, even in the context of marked differences in systemic glycemic status.

Figure 4.

Figure 4

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Cardiac morphological responses to diabetes are similar in male and female mice. In vivo echocardiography assessment of (A) left ventricular posterior wall thickness at end diastole, (B) interventricular septal wall thickness at end diastole, (C) left ventricular internal diameter at end diastole, (D) left ventricular internal diameter at end systole. (E) Dissected heart weight. (F) Heart weight (mg) normalized to tibia length (mm). Data are presented as mean ± SEM. n = 12–16/group. *p < 0.05, 2-way ANOVA, annotated with LSD post hoc analyses.

Table 1.

In vivo echocardiography cardiac functional and structural characteristics in diabetic male & female mice.

Male Female
Ctrl Diabetes Ctrl Diabetes
E wave (mm/s) 504 ± 39 412 ± 39 454 ± 55 521 ± 82
A wave (mm/s) 278 ± 36 245 ± 28 226 ± 30 352 ± 72
E′ wave (mm/s) 29.0 ± 2.2 21.8 ± 2.5* 28.7 ± 1.3 21.7 ± 2.0*
A′ wave (mm/s) 23.4 ± 2.0 23.1 ± 1.5 22.6 ± 4.2 30.2 ± 6.3
End diastolic vol. (mL) 134 ± 8.8 154 ± 8.0* 121 ± 3.5 137 ± 5.8
Heart rate (bpm) 478 ± 23 437 ± 11 486 ± 15 460 ± 18
Stroke vol. (mL) 87.3 ± 6.6 96.7 ± 4.1 80.7 ± 2.2 84.6 ± 3.3#
Cardiac output (mL/s) 0.71 ± 0.05 0.71 ± 0.03 0.66 ± 0.02 0.65 ± 0.05
IVSs (mm) 1.32 ± 0.04 1.17 ± 0.03* 1.40 ± 0.03# 1.22 ± 0.04*
LVPWs (mm) 1.30 ± 0.04 1.10 ± 0.04* 1.17 ± 0.03# 0.91 ± 0.05*#
Relative wall thickness (ratio) 0.53 ± 0.02 0.42 ± 0.01* 0.51 ± 0.01 0.40 ± 0.01*
Ventricular weight (mg) 130 ± 4.0 115 ± 3.2* 111 ± 4.2# 95.9 ± 2.9*#
Heart weight/body weight (mg/g) 4.72 ± 0.1 4.71 ± 0.1 4.99 ± 0.1 4.87 ± 0.1
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Mitral valve flow velocity, early ventricular filling phase (E wave) and during atrial contraction (A wave); mitral valve tissue movement velocity, early ventricular filling phase (E′ wave) and during atrial contraction (A′ wave), interventricular septal wall thickness at end systole (IVSs), left ventricular posterior wall thickness at end systole (LVPWs), relative wall thickness (RWT). Dissected ventricular weight (left and right ventricle combined) and heart weight normalized to body weight. Data are presented as mean ± sem. n = 5/group (Doppler parameters), n = 12–16/group (M-mode parameters). *p < 0.05 vs Ctrl, #p < 0.05 vs male, 2-way ANOVA, annotated with LSD post hoc analyses.

To determine whether the accentuated diabetic female functional pathology corresponded to more marked fibrotic structural remodeling, myocardial collagen content was assessed 8 weeks post-STZ injections. Representative images of picrosirius red stained images from transverse sections of the left ventricle are shown in Fig. 5A. Diabetes-induced fibrosis was similar in male and female mouse heart sections (% collagen, diabetic males: 2.0 fold control, diabetic females: 1.7 fold control, p < 0.05, Fig. 5B). Thus accentuated diabetes-associated cardiac dysfunction in females cannot be attributed to exacerbated myocardial fibrosis.

Figure 5.

Figure 5

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Cardiac fibrotic infiltration is similar in diabetic male and female mice. (A) Representative picrosirius red-stained transverse left ventricular sections. (B) Total collagen content (as a % of image area) calculated from picrosirius red-stained sections of ventricular tissue (n = 5 heart/group). Data are presented as mean ± SEM. *p < 0.05, 2-way ANOVA, annotated with LSD post hoc analyses.

Sex differences in expression of cardiac glucose handling and autophagy genes in diabetic mice

To explore whether changes in cardiac gene expression profiles may underlie female susceptibility to cardiac dysfunction in diabetes, RT profiler qPCR arrays were performed on male and female STZ-induced diabetic mouse heart cDNA. A heatmap depicting the fold change in mRNA expression of diabetes vs control is presented in Fig. 6 (red: upregulation, green: downregulation). Key genes involved in glucose handling and autophagy with statistically significant diabetes-induced differences for male or female mice are presented in Fig. 7. Female mice exhibited diabetes-induced downregulation of glucokinase (Gck, 47% decrease, p < 0.05) and upregulation of phosphofructokinase 2 (PFK, 16% increase, p < 0.05), glycogen debranching enzyme (Agl, 48% increase, p < 0.05), glycogen phosphorylase (Pygm, 26% increase, p < 0.05) and glycogen synthase kinase 3β (GSK3β, 22% increase, p < 0.05) (Fig. 7B). No significant differences in glucose handling or autophagy-related gene expression were observed in male diabetic mouse hearts (Fig. 7A,C). In females, diabetes induced significant upregulation of multiple autophagy machinery genes (Atg16l1, Atg4c, Atg4b, PI3K(III), Gabarap, Lamp2, Fig. 7D), indicative of an increased drive for autophagy processes. These data provide preliminary evidence that heightened diastolic dysfunction in STZ-induced diabetic female mice is linked with female-only upregulation of key genes involved in glucose metabolism and autophagy which may provide a molecular basis for female-specific cardiac dysfunction observed in this study.

Figure 6.

Figure 6

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Differential cardiac gene expression in diabetic male and female mice. RT profiler data from 44 genes in heart tissue from male and female diabetic mice. Fold change diabetes vs control for male and female groups depicted by graded red (upregulation) and green (downregulation), n = 3/group.

Figure 7.

Figure 7

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Differential cardiac glucose handling and autophagy gene expression in diabetic male and female mice. Glucose metabolic mRNA expression in male (A) and female (B) diabetic mouse hearts. Autophagy-related mRNA expression in male (C) and female (D) diabetic mouse hearts. Data are presented as mean ± SEM. n = 3/group. *p < 0.05, Students T-test.

Discussion

This study provides the first experimental demonstration that females are more susceptible to diastolic dysfunction in diabetes, despite a lower extent of hyperglycemia. These findings recapitulate the clinical observations that diabetic females exhibit heightened cardiac dysfunction and provide new insights into the underlying mechanisms involved. At this 7–8 week time-point of STZ-induced diabetes progression, male mice exhibited marked hyperglycemia yet appeared to be relatively protected from cardiac dysfunction. In contrast, STZ-induced diabetic female mice exhibited severe diastolic dysfunction and mild systolic dysfunction, despite a less pronounced glycemic insult. Cardiac morphological remodeling in STZ-induced diabetes was similar between males and females. Female-specific upregulation of cardiac glucose handling and autophagy genes was evident, which may provide a molecular basis for female cardiac vulnerability in this setting. These findings contradict the conventional view that diabetic cardiomyopathy is directly related to glycemic control and highlight the importance of clinical evaluation of cardiac function in female diabetic patients with mild hyperglycemia.

Despite the clinical evidence for increased cardiovascular mortality and cardiac pathology in diabetic women10,15,16,32, sex-specific cardiac functional differences in experimental diabetic models have received minimal focus. Clinical studies have reported that diastolic dysfunction, more than systolic dysfunction, is predictive of heart failure and increased mortality, independent of hypertension and coronary artery disease8. Remarkably, with every 1 unit increase in E/E′, the hazard ratio for heart failure increases by 3%8. The separate concepts of female- and diabetes-related vulnerability to diastolic dysfunction are well recognized, particularly in the context of hypertension33, post-surgery34, and the ‘heart failure with preserved ejection fraction (HFpEF)’ phenomenon of increasing incidence of patients with heart failure symptoms despite normal systolic function. Yet a thorough experimental analysis of sex differences in diabetes-induced cardiac dysfunction linked with glycemic status has not been previously reported. In the present study, a heightened susceptibility to diastolic dysfunction was evident in female STZ-induced diabetic mice relative to males, even though hyperglycemia was less pronounced. These experimental findings are consistent with clinical observations that impaired fasting glucose is not a strong predictor of diastolic dysfunction7. Interestingly, in a diabetic experimental context where the extent of hyperglycemia was matched between male and female diabetic mice, accelerated cardiac pathology has also been observed in females linked with some indication of impaired function21.

In the present study, the glycemic response to streptozotocin was markedly lower in females relative to males. This finding is unlikely to be explained by a sex-specific pancreatic effect of streptozotocin, as previous studies have demonstrated that lower hyperglycemia in female mice is evident despite similar insulinitis and β-cell necrosis in C57Bl/6J mice35. Inconsistent findings relating to sex differences in the systemic response to streptozotocin in mice have been reported in the literature, with reports of higher36, lower37 or equivalent21 extent of hyperglycemia in streptozotocin-induced diabetic female relative to male mice. These discrepancies may be due to variation in dose (40–200 mg/kg, single vs multiple injections), administration route (intraperitoneal vs. intravenous), strain (ICR, C57Bl/6, CD1), or age at streptozotocin administration21,36,37. The present study used 5 × 55 mg/kg i.v streptozotocin injections in C57Bl/6J mice at 15 weeks of age. Impaired glucose tolerance was evident in these mice, thus supporting the contention that although streptozotocin is largely considered to induce type 1 diabetes, multiple relatively low-dose streptozotocin injections in mice induces a model which shares some phenotypic traits characteristic of both type 1 and lean type 2 diabetes, thus may offer mechanistic insights of relevance to both settings. In particular this model may be relevant to adult late onset type 1 diabetes—an immunologic condition of rising incidence38.

Importantly, the systemic findings from this study are consistent with the clinical literature reporting that males exhibited significantly higher fasting blood glucose levels than females at the time of diabetes diagnosis17. The clinical guidelines for diagnosis of diabetes in humans are fasting blood glucose ≥7 mM, or plasma glucose ≥11.1 mM at 2 hours post 75 g oral glucose load, or HbA1c levels ≥6.5% (or 48 mmol/mol), or random plasma glucose ≥11.1 mM39. The relatively subtle glycemic dysregulation in diabetic females vulnerable to early cardiac pathology, may not be identifiable on the basis of current diagnostic criteria. Thus implementation of sex-specific diagnostic thresholds may be more appropriate for earlier and accurate diagnosis of diabetes in women, at a disease progression stage when cardiac impairment is identifiable and earlier cardiac-risk directed intervention may be appropriate.

Despite differential functional outcomes in male and female STZ-induced diabetic mouse hearts, structural alterations in ventricular wall thickness and chamber diameter were remarkably similar in males and females. Diabetes-induced myocardial fibrotic infiltration was evident, and not different between males and females. Similar findings have been observed in type 2 diabetic mice (db/db) where no sex differences in myocardial fibrotic lesions were observed24. In the present study, the changes in wall dimensions were accompanied by increased interstitial fibrotic infiltration in the ventricular free wall in both sexes, characteristic of diabetic patients40,41 and experimental diabetic animal models42–44. Given that increased collagen deposition in the male and female diabetic hearts was associated with smaller heart weights, it is possible that fibrosis has occurred as a ‘backfill’ response to myocyte loss, but this was not directly investigated. Although this effect appears to be similar in male and female diabetic hearts, the cardiac morphological changes corresponded to a functional deficit in female but not male mice.

The mechanisms underlying clinical observations of female cardiac vulnerability in diabetes are not well established. Given that estrogen and insulin signaling actions share common regulatory pathways for maintenance of cardiomyocyte function, involvement of sex steroids in mediating differential cardiac effects of diabetes in males and females is plausible. Some information has been gleaned from experimental studies using ovariectomy to interrogate the role of systemic sex steroids in diabetic cardiomyopathy (reviewed in45). But recent evidence suggests that the intracardiac estrogen-androgen system is also important in cardiac pathology46 and understanding the role of cardiac sex steroid involvement in female susceptibility to diastolic dysfunction is an important priority.

In the present study, sex differences in diastolic dysfunction were associated with differential metabolic gene expression responses in an experimental diabetic setting. Diastolic dysfunction in diabetic females was linked with lower expression of glucokinase and upregulation of phosphofructokinase—suggesting a disconnect between the initiation and rate-limiting steps of glycolysis. In females, gene expression of glycogen breakdown enzymes (debranching enzyme and phosphorylase) was higher in diabetic hearts which could reflect a compensatory mechanism to access intracellular glucose stores in a setting of impaired glucose uptake—although different protein expression and enzyme activity responses cannot be excluded. Upregulation of glycogen degradation pathways may have the adverse outcome of intracellular glucotoxicity, and accumulation of glucose-derived metabolites for post-translational modification. Discrepant findings relating to cardiac autophagy induction in diabetes have been reported (reviewed in47). In the present study, diabetes-induced upregulation of autophagy genes was only evident in females. Although autophagy protein activity or protein level were not measured in the present study, higher gene expression of autophagy genes may correspond to a heightened autophagic drive in female mice. Autophagy activation could be either beneficial (by removing dysfunctional proteins and organelles and promoting cell survival), or detrimental (leading to autosis programmed cell death)48,49. The mechanisms underlying autophagy-induced cell death in the heart are not well defined, and autosis is emerging as a novel cell death pathway. The findings from the present study suggest that sex differences in gene regulation of glucose handling and autophagy are linked to female vulnerability to diastolic dysfunction in diabetes, and provide new leads for future mechanistic interrogation.

Conclusions

This is the first study to demonstrate that impaired diastolic function is evident in STZ-induced diabetic female mice, despite a lower extent of hyperglycemia. Dramatic sex differences were observed in the cardiac functional outcomes of diabetes, with male mice appearing relatively protected from cardiac dysfunction, despite marked cardiac structural abnormalities and extensive hyperglycemia. Female cardiac vulnerability in diabetes is an established clinical observation, and we now show in a tightly controlled experimental setting that increased susceptibility to diastolic dysfunction cannot be predicted by conventional diabetic diagnostic measures. Our findings suggest that expression of genes involved in glucose handling and autophagy are modulated in diabetes in a female-specific manner, which may reflect an underlying disturbance in glucose metabolism and cell survival in female diabetic hearts. Understanding the mechanisms of female susceptibility to diastolic dysfunction is an important priority, and may lead to the development of sex-specific therapies in diabetes. Our findings suggest that new modeling work is required to understand the tissue deformation properties of murine myocardium, the potential value of extracting information from multiple waveforms (including the third negative deviation wave entity), and the importance of undertaking more extensive sex-specific investigations of all Doppler parameters to further validate our work. The findings from this study suggest that cardiac risk cannot be solely predicted from systemic glycemic status in diabetic patients, and females in particular may require early echocardiographic detection and treatment of diastolic dysfunction.

Methods

Animals and induction of diabetes

Male and female mice (C57Bl/6 background) were maintained in the Biomedical Sciences Animal Facility at the University of Melbourne, Australia. All procedures were approved by the University of Melbourne Animal Ethics Committee and all experiments were performed in accordance with the relevant guidelines and regulations of the Australian Code of Practice for the Care and Use of Animals for Scientific Purposes (2004). At 15 weeks of age, diabetes was induced by 5 consecutive daily intraperitoneal injections of 55 mg/kg streptozotocin (STZ) in 0.1 M citrate buffer as described previously50. Control animals were injected with 0.1 M citrate buffer vehicle. Non-fasted blood glucose levels were determined by glucometer (ACCU-CHEK Advantage, Roche, Mannheim, Germany, upper limit of detection 33.3 mM) in 10 μl blood samples collected by tail vein venopuncture in conscious mice (n = 14–17/group).

Echocardiography

At 7 weeks post-STZ injections, transthoracic echocardiography was performed using the GE Vivid 9 Dimension echocardiography platform with a 15 MHz i13L linear array transducer (GE Healthcare, CT, USA) as described previously51. In brief, mice were lightly anesthetized with tribromethanol (2.5%, 0.01 ml/g i.p). Left ventricular M-mode two-dimensional echocardiography was performed in parasternal short axis view to measure left ventricular wall and chamber dimensions (interventricular septum thickness in diastole and systole (IVSd, IVSs), left ventricular internal diameter in diastole and systole (LVIDd, LVIDs) and left ventricular posterior wall thickness in diastole and systole (LVPWd, LVPWs)), and to derive systolic function parameters (ejection fraction ((EDV − ESV)/EDV) ×100), fractional shortening ((LVEDD − LVESD)/(LVEDD) ×100)), n = 12–15/group. In a subset of animals (n = 5/group), pulse wave Doppler and tissue Doppler imaging were acquired from the apical 4 chamber views to assess diastolic function parameters (velocity of early mitral inflow (E) and late mitral inflow (atrial inflow A) and E/A ratio; early diastolic velocity of mitral annulus (E′) and late diastolic velocity of mitral annulus (atrial contraction velocity A′) and E/E′ ratio and E′/A′ ratio). Three consecutive cardiac cycles were sampled for each measurement taken, evaluating wave forms from transmitral and tissue records in temporal registration to validate waveform identification, performed in two separate blinded analyses. In larger mammals and human subjects earlier seminal studies have shown that qualitative changes in E/A wave features and potential merging at high heart rate may impair measurement consistency52–54. Recordings with these mice involved heart rates a little under 500 bpm—avoiding the rates of 600–700 bpm where waveform fusion is most typically manifest in murine models55,56.

Glucose tolerance testing

Glucose tolerance testing was conducted at 8 weeks post-STZ injections, as previously described57. Mice were fasted for 6 hours (n = 5–6/group), and a baseline blood glucose measurement was obtained. A glucose bolus (1.5 mg/kg glucose) was injected intraperitoneally and blood glucose levels were measured at 5, 15, 30, 60, 90 and 120 minutes post-injection. The area under the curve was calculated using trapezoidal integration as an index of glucose disappearance from plasma58.

Blood and cardiac tissue collection

At 8 weeks post-STZ injections, mice were anesthetized (sodium pentobarbital, 100 mg/kg, i.p), and a thoracotomy was performed. Heparin (100 I.U., i.p.) was injected into the inferior vena cava and a blood sample collected and stored at 4 °C for HbA1c analysis and stored at −80 °C until further analysis. Hearts were rapidly excised and arrested in cold HEPES-Krebs buffer (in mM: 146 NaCl, 4.69 KCl, 11 Glucose, 0.35 NaH2PO4, 1.05 MgSO4, 10 HEPES; pH 7.40, 4 °C). Hearts were weighed, atria removed and ventricle weight (combined left and right ventricles) measured. A transverse ventricular mid-section (~2 mm thick) was dissected and fixed in formalin (10%) for later histological analysis. The remaining ventricular tissue was snap-frozen in liquid N2 for later molecular analysis. Tibias were dissected and length measured using electronic digital calipers for heart weight normalization.

Glycated hemoglobin (HbA1c) measurement

Glycated hemoglobin A1c (HbA1c) was measured using a Cobas B101 POC system (Roche, Basel, Switzerland). Briefly, 2 μL heparinized blood was placed into the Cobas cartridge with TRIS buffer and sodium lauryl sulphate (SLS) buffer to form a SLS-Hb complex. Detection at 525 nm provided a measure of total Hb and the HbA1c fraction was measured via a latex agglutination immuno-turbimetric reaction at 625 nm. % HbA1c value was calculated using a ratio of the concentration of HbA1c to total Hb (n = 3/group).

Histological analysis of collagen content

Formalin-fixed transverse mid-sections containing left and right ventricular myocardium were paraffin-embedded and sectioned (6 μm thickness) as previously described57. Sections were stained using picrosirius red (Picric Acid (Sigma Aldrich, MO, USA), 0.1% Sirius Red (BDH AnalaR, England)) for 60 minutes, dehydrated and mounted with DPX medium (Sigma-Aldrich, MO, USA). Brightfield microscopic images were captured using the Zeiss Imager D1 microscope connected to a Zeiss AxioCam MRc5 Colour Camera (Oberkochen, Germany) and AxioVision 40 acquisition software (version 4.7.1.0). Image analysis of 5 images per section, 1–2 sections per heart, 5 hearts per group, was performed in a blinded manner using Image Pro Plus (V4.5.1, Media Cybernetics, MD, USA). Images were subjected to grey scale (255 pixel range) transformation and a pixel intensity histogram was used to determine a non-biased threshold. A binary map of collagen deposition was generated, from which collagen density was calculated and expressed relative to the total number of pixels in the area of interest57.

Gene expression analysis

RNA was extracted from frozen cardiac tissues (n = 3/group) using the TRIzol® reagent in conjunction with the PureLink™ Micro-to-Midi Total RNA Purification kit (Invitrogen, CA, USA) with on-column DNase treatment (PureLink DNase, Invitrogen, CA, USA). The RNA was reverse transcribed using the RT2 First Strand Kit (Qiagen, CA, USA) as per the manufacturer’s instructions. Real-time PCR was used to determine the relative gene expression levels using a customized RT2 PCR Array plate (Qiagen, CA, USA) on a Bio-Rad CFX thermocycler (Bio-Rad, CA, USA). The comparative ΔΔCt method was used to analyze the genes of interest relative to the β-actin reference gene as described59.

Statistical analysis

Data are presented as mean ± SEM, with group samples sizes as indicated. Statistical analysis was performed using Graphpad Prism V7.0 (GraphPad, CA, USA). Data were analyzed by two-way ANOVA and Fisher’s LSD post hoc test performed to identify group differences when ANOVA significance was attained. A Student’s t-test was used for analysis of diabetic vs. control gene expression data for male and female separately (sex comparisons are not appropriate for these data). A p-value of <0.05 was considered statistically significant.

Data availability

Data can be made available on request.

Acknowledgements

The technical expertise from the Biomedical Histology Facility, and assistance in tissue collection from Gabriel Bernasochi, Brendan Ma, and Johannes Janssens is acknowledged. This work was supported by a National Health and Medical Research Council of Australia (NHMRC) project grant (APP1027865) and the Diabetes Australia Research Trust. MER is the recipient of an NHMRC Peter Doherty Fellowship (GNT0628841) and RHR is the recipient of an NHMRC Senior Research Fellowship (ID1059960).

Author Contributions

L.M.D. & M.E.R. designed the study. C.C. & M.E.R. led the experiments and analyzed the data. U.V., L.A.B., H.R., M.J.D.B., C.X.Q. & C.L.C. contributed technical expertise and data acquisition & analysis. C.C. & K.M.M. compiled the data and drafted the manuscript. L.M.D., K.M.M., C.C. & R.H.R. interpreted the data and edited the manuscript. All authors read and approved the final manuscript.

Competing Interests

The authors declare that they have no competing interests.

Footnotes

Chanchal Chandramouli, Melissa E. Reichelt, Kimberley M. Mellor and Lea M. D. Delbridge contributed equally to this work.

Publisher's note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

References

  • 1.Huynh K, Bernardo BC, McMullen JR, Ritchie RH. Diabetic cardiomyopathy: mechanisms and new treatment strategies targeting antioxidant signaling pathways. Pharmacol Ther. 2014;142:375–415. doi: 10.1016/j.pharmthera.2014.01.003. [DOI] [PubMed] [Google Scholar]
  • 2.Lam CS. Diabetic cardiomyopathy: An expression of stage B heart failure with preserved ejection fraction. Diab Vasc Dis Res. 2015;12:234–238. doi: 10.1177/1479164115579006. [DOI] [PubMed] [Google Scholar]
  • 3.Bugger H, Abel ED. Molecular mechanisms of diabetic cardiomyopathy. Diabetologia. 2014;57:660–671. doi: 10.1007/s00125-014-3171-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Fisher BM, Gillen G, Lindop GB, Dargie HJ, Frier BM. Cardiac function and coronary arteriography in asymptomatic type 1 (insulin-dependent) diabetic patients: evidence for a specific diabetic heart disease. Diabetologia. 1986;29:706–712. doi: 10.1007/BF00870280. [DOI] [PubMed] [Google Scholar]
  • 5.Dandamudi S, et al. The prevalence of diabetic cardiomyopathy: a population-based study in Olmsted County, Minnesota. J Card Fail. 2014;20:304–309. doi: 10.1016/j.cardfail.2014.02.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Patil VC, Patil HV, Shah KB, Vasani JD, Shetty P. Diastolic dysfunction in asymptomatic type 2 diabetes mellitus with normal systolic function. Journal of cardiovascular disease research. 2011;2:213–222. doi: 10.4103/0975-3583.89805. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Shimabukuro M, et al. Impaired glucose tolerance, but not impaired fasting glucose, underlies left ventricular diastolic dysfunction. Diabetes Care. 2011;34:686–690. doi: 10.2337/dc10-1141. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.From AM, Scott CG, Chen HH. The development of heart failure in patients with diabetes mellitus and pre-clinical diastolic dysfunction a population-based study. J Am Coll Cardiol. 2010;55:300–305. doi: 10.1016/j.jacc.2009.12.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Lam T, Burns K, Dennis M, Cheung NW, Gunton JE. Assessment of cardiovascular risk in diabetes: Risk scores and provocative testing. World journal of diabetes. 2015;6:634–641. doi: 10.4239/wjd.v6.i4.634. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Kannel WB, McGee DL. Diabetes cardiovascular disease. Framingham study. JAMA. 1979;241:2035–2038. doi: 10.1001/jama.1979.03290450033020. [DOI] [PubMed] [Google Scholar]
  • 11.Lundberg V, Stegmayr B, Asplund K, Eliasson M, Huhtasaari F. Diabetes as a risk factor for myocardial infarction: population and gender perspectives. J Intern Med. 1997;241:485–492. doi: 10.1111/j.1365-2796.1997.tb00006.x. [DOI] [PubMed] [Google Scholar]
  • 12.Barrett-Connor E, Ferrara A. Isolated postchallenge hyperglycemia and the risk of fatal cardiovascular disease in older women and men. The Rancho Bernardo Study. Diabetes Care. 1998;21:1236–1239. doi: 10.2337/diacare.21.8.1236. [DOI] [PubMed] [Google Scholar]
  • 13.Regitz-Zagrosek V, Lehmkuhl E, Weickert MO. Gender differences in the metabolic syndrome and their role for cardiovascular disease. Clin Res Cardiol. 2006;95:136–147. doi: 10.1007/s00392-006-0351-5. [DOI] [PubMed] [Google Scholar]
  • 14.Donahue RP, et al. Impaired fasting glucose and recurrent cardiovascular disease among survivors of a first acute myocardial infarction: evidence of a sex difference? The Western New York experience. Nutr Metab Cardiovasc Dis. 2011;21:504–511. doi: 10.1016/j.numecd.2009.11.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Gobl CS, et al. Sex-specific differences in glycemic control and cardiovascular risk factors in older patients with insulin-treated type 2 diabetes mellitus. Gend Med. 2010;7:593–599. doi: 10.1016/j.genm.2010.11.003. [DOI] [PubMed] [Google Scholar]
  • 16.Suys BE, et al. Female children and adolescents with type 1 diabetes have more pronounced early echocardiographic signs of diabetic cardiomyopathy. Diabetes Care. 2004;27:1947–1953. doi: 10.2337/diacare.27.8.1947. [DOI] [PubMed] [Google Scholar]
  • 17.Vistisen D, et al. Sex differences in glucose and insulin trajectories prior to diabetes diagnosis: the Whitehall II study. Acta diabetologica. 2014;51:315–319. doi: 10.1007/s00592-012-0429-7. [DOI] [PubMed] [Google Scholar]
  • 18.Glumer C, Jorgensen T, Borch-Johnsen K, Inter S. Prevalences of diabetes and impaired glucose regulation in a Danish population: the Inter99 study. Diabetes Care. 2003;26:2335–2340. doi: 10.2337/diacare.26.8.2335. [DOI] [PubMed] [Google Scholar]
  • 19.Williams JW, et al. Gender differences in the prevalence of impaired fasting glycaemia and impaired glucose tolerance in Mauritius. Does sex matter? Diabetic medicine: a journal of the British Diabetic Association. 2003;20:915–920. doi: 10.1046/j.1464-5491.2003.01059.x. [DOI] [PubMed] [Google Scholar]
  • 20.Pomerleau J, McKeigue PM, Chaturvedi N. Relationships of fasting and postload glucose levels to sex and alcohol consumption. Are American Diabetes Association criteria biased against detection of diabetes in women? Diabetes Care. 1999;22:430–433. doi: 10.2337/diacare.22.3.430. [DOI] [PubMed] [Google Scholar]
  • 21.Moore A, et al. Rapid onset of cardiomyopathy in STZ-induced female diabetic mice involves the downregulation of pro-survival Pim-1. Cardiovasc Diabetol. 2014;13:68. doi: 10.1186/1475-2840-13-68. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Joffe II, et al. Abnormal cardiac function in the streptozotocin-induced non-insulin-dependent diabetic rat: noninvasive assessment with doppler echocardiography and contribution of the nitric oxide pathway. J Am Coll Cardiol. 1999;34:2111–2119. doi: 10.1016/S0735-1097(99)00436-2. [DOI] [PubMed] [Google Scholar]
  • 23.Yu X, et al. Early myocardial dysfunction in streptozotocin-induced diabetic mice: a study using in vivo magnetic resonance imaging (MRI) Cardiovasc Diabetol. 2007;6:6. doi: 10.1186/1475-2840-6-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Bowden MA, et al. Earlier onset of diabesity-Induced adverse cardiac remodeling in female compared to male mice. Obesity (Silver Spring). 2015;23:1166–1177. doi: 10.1002/oby.21072. [DOI] [PubMed] [Google Scholar]
  • 25.Rodrigues B, McNeill JH. Comparison of cardiac function in male and female diabetic rats. General pharmacology. 1987;18:421–423. doi: 10.1016/0306-3623(87)90101-7. [DOI] [PubMed] [Google Scholar]
  • 26.Tuncay E, et al. Gender related differential effects of Omega-3E treatment on diabetes-induced left ventricular dysfunction. Molecular and cellular biochemistry. 2007;304:255–263. doi: 10.1007/s11010-007-9508-4. [DOI] [PubMed] [Google Scholar]
  • 27.Yaras N, et al. Sex-related effects on diabetes-induced alterations in calcium release in the rat heart. American journal of physiology. Heart and circulatory physiology. 2007;293:H3584–3592. doi: 10.1152/ajpheart.00619.2007. [DOI] [PubMed] [Google Scholar]
  • 28.Ceylan-Isik AF, LaCour KH, Ren J. Gender disparity of streptozotocin-induced intrinsic contractile dysfunction in murine ventricular myocytes: role of chronic activation of Akt. Clin Exp Pharmacol Physiol. 2006;33:102–108. doi: 10.1111/j.1440-1681.2006.04331.x. [DOI] [PubMed] [Google Scholar]
  • 29.Riordan MM, Kovacs SJ. Absence of diastolic mitral annular oscillations is a marker for relaxation-related diastolic dysfunction. Am J Physiol Heart Circ Physiol. 2007;292:H2952–2958. doi: 10.1152/ajpheart.01356.2006. [DOI] [PubMed] [Google Scholar]
  • 30.Shmuylovich L, Kovacs SJ. Load-independent index of diastolic filling: model-based derivation with in vivo validation in control and diastolic dysfunction subjects. Journal of applied physiology. 2006;101:92–101. doi: 10.1152/japplphysiol.01305.2005. [DOI] [PubMed] [Google Scholar]
  • 31.Rosas PC, et al. Phosphorylation of cardiac Myosin-binding protein-C is a critical mediator of diastolic function. Circ Heart Fail. 2015;8:582–594. doi: 10.1161/CIRCHEARTFAILURE.114.001550. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Ullah H, et al. Gender differences in left ventricular diastolic dysfunction in normotensive type 2 diabetic patients. Pakistan Heart Journal. 2012;45:74–80. [Google Scholar]
  • 33.Bella JN, et al. Gender difference in diastolic function in hypertension (the HyperGEN study) Am J Cardiol. 2002;89:1052–1056. doi: 10.1016/S0002-9149(02)02274-9. [DOI] [PubMed] [Google Scholar]
  • 34.Ferreira RG, Worthington A, Huang CC, Aranki SF, Muehlschlegel JD. Sex differences in the prevalence of diastolic dysfunction in cardiac surgical patients. J Card Surg. 2015;30:238–245. doi: 10.1111/jocs.12506. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Leiter EH. Multiple low-dose streptozotocin-induced hyperglycemia and insulitis in C57BL mice: influence of inbred background, sex, and thymus. Proc Natl Acad Sci USA. 1982;79:630–634. doi: 10.1073/pnas.79.2.630. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Matsumoto T, Kakami M, Kobayashi T, Kamata K. Gender differences in vascular reactivity to endothelin-1 (1-31) in mesenteric arteries from diabetic mice. Peptides. 2008;29:1338–1346. doi: 10.1016/j.peptides.2008.04.001. [DOI] [PubMed] [Google Scholar]
  • 37.Nuno DW, Lamping KG. The role of rho kinase in sex-dependent vascular dysfunction in type 1 diabetes. Exp Diabetes Res. 2010;2010:176361. doi: 10.1155/2010/176361. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Lasserson D, Fox R, Farmer A. Late onset type 1 diabetes. BMJ. 2012;344:e2827. doi: 10.1136/bmj.e2827. [DOI] [PubMed] [Google Scholar]
  • 39.American Diabetes Association 2. Classification and Diagnosis of Diabetes. Diabetes Care. 2017;40:S11–S24. doi: 10.2337/dc17-S005. [DOI] [PubMed] [Google Scholar]
  • 40.Frustaci A, et al. Myocardial cell death in human diabetes. Circulation research. 2000;87:1123–1132. doi: 10.1161/01.RES.87.12.1123. [DOI] [PubMed] [Google Scholar]
  • 41.Chowdhry MF, Vohra HA, Galinanes M. Diabetes increases apoptosis and necrosis in both ischemic and nonischemic human myocardium: role of caspases and poly-adenosine diphosphate-ribose polymerase. The Journal of thoracic and cardiovascular surgery. 2007;134:124–131. doi: 10.1016/j.jtcvs.2006.12.059. [DOI] [PubMed] [Google Scholar]
  • 42.Prakoso D, et al. Phosphoinositide 3-Kinase (p110alpha) Gene Delivery Limits Diabetes-induced Cardiac NADPH Oxidase and Cardiomyopathy in a Mouse Model with Established Diastolic Dysfunction. Clin Sci (Lond). 2017;131:1345–1360. doi: 10.1042/CS20170063. [DOI] [PubMed] [Google Scholar]
  • 43.Ng HH, et al. Serelaxin treatment reverses vascular dysfunction and left ventricular hypertrophy in a mouse model of Type 1 diabetes. Sci Rep. 2017;7:39604. doi: 10.1038/srep39604. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44.Huynh K, et al. Cardiac-specific IGF-1 receptor transgenic expression protects against cardiac fibrosis and diastolic dysfunction in a mouse model of diabetic cardiomyopathy. Diabetes. 2010;59:1512–1520. doi: 10.2337/db09-1456. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45.Reichelt ME, et al. Sex, sex steroids, and diabetic cardiomyopathy: making the case for experimental focus. Am J Physiol Heart Circ Physiol. 2013;305:H779–792. doi: 10.1152/ajpheart.00141.2013. [DOI] [PubMed] [Google Scholar]
  • 46.Bell, J. R., Bernasochi, G. B., Varma, U., Raaijmakers, A. J. and Delbridge, L. M. Sex and sex hormones in cardiac stress-mechanistic insights. J Steroid Biochem Mol Biol. (2013). [DOI] [PubMed]
  • 47.Delbridge, L. M., Mellor, K. M., Taylor, D. J. and Gottlieb, R. A. Myocardial stress and autophagy: mechanisms and potential therapies. Nature Reviews Cardiology. In Press. (2017). [DOI] [PMC free article] [PubMed]
  • 48.Liu Y, et al. Autosis is a Na+K+ATPase-regulated form of cell death triggered by autophagy-inducing peptides, starvation, and hypoxia-ischemia. Proc Natl Acad Sci USA. 2013;110:20364–20371. doi: 10.1073/pnas.1319661110. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49.Mellor KM, Reichelt ME, Delbridge LM. Autophagy anomalies in the diabetic myocardium. Autophagy. 2011;7:1263–1267. doi: 10.4161/auto.7.10.17148. [DOI] [PubMed] [Google Scholar]
  • 50.Ritchie RH, et al. Enhanced phosphoinositide 3-kinase(p110alpha) activity prevents diabetes-induced cardiomyopathy and superoxide generation in a mouse model of diabetes. Diabetologia. 2012;55:3369–3381. doi: 10.1007/s00125-012-2720-0. [DOI] [PubMed] [Google Scholar]
  • 51.Reichelt ME, Mellor KM, Curl CL, Stapleton D, Delbridge LM. Myocardial glycophagy—A specific glycogen handling response to metabolic stress is accentuated in the female heart. J Mol Cell Cardiol. 2013;65:67–75. doi: 10.1016/j.yjmcc.2013.09.014. [DOI] [PubMed] [Google Scholar]
  • 52.Sengupta PP, Khandheria BK, Korinek J, Wang J, Belohlavek M. Biphasic tissue Doppler waveforms during isovolumic phases are associated with asynchronous deformation of subendocardial and subepicardial layers. Journal of applied physiology. 2005;99:1104–1111. doi: 10.1152/japplphysiol.00191.2005. [DOI] [PubMed] [Google Scholar]
  • 53.Appleton CP. Influence of incremental changes in heart rate on mitral flow velocity: assessment in lightly sedated, conscious dogs. J Am Coll Cardiol. 1991;17:227–236. doi: 10.1016/0735-1097(91)90731-N. [DOI] [PubMed] [Google Scholar]
  • 54.Chung CS, Kovacs SJ. Consequences of increasing heart rate on deceleration time, the velocity-time integral, and E/A. Am J Cardiol. 2006;97:130–136. doi: 10.1016/j.amjcard.2005.07.116. [DOI] [PubMed] [Google Scholar]
  • 55.Gao S, Ho D, Vatner DE, Vatner SF. Echocardiography in Mice. Curr Protoc Mouse Biol. 2011;1:71–83. doi: 10.1002/9780470942390.mo100130. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.Ram R, Mickelsen DM, Theodoropoulos C, Blaxall BC. New approaches in small animal echocardiography: imaging the sounds of silence. Am J Physiol Heart Circ Physiol. 2011;301:H1765–1780. doi: 10.1152/ajpheart.00559.2011. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 57.Mellor KM, Bell JR, Young MJ, Ritchie RH, Delbridge LM. Myocardial autophagy activation and suppressed survival signaling is associated with insulin resistance in fructose-fed mice. J Mol Cell Cardiol. 2011;50:1035–1043. doi: 10.1016/j.yjmcc.2011.03.002. [DOI] [PubMed] [Google Scholar]
  • 58.Sakaguchi K, et al. Glucose area under the curve during oral glucose tolerance test as an index of glucose intolerance. Diabetology International. 2016;7:53–58. doi: 10.1007/s13340-015-0212-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 59.Livak KJ, Schmittgen TD. Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. Methods. 2001;25:402–408. doi: 10.1006/meth.2001.1262. [DOI] [PubMed] [Google Scholar]

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