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Dynamic Contrast-Enhanced Magnetic Resonance Imaging: A Pre-Clinical Approach to Detect and Monitor Diabetes
Dorela Doris Shuboni-Mulligan1, Christiane L Mallett2, Maciek Parys3, Barbara Blanco-Fernandez4, and Erik M Shapiro1

1Radiology, Michigan State University, East Lansing, MI, United States, 2Radiology, Michigan State University, East Lansing, MI, 3Department of Comparative Medicine and Integrative Biology Program, Michigan State University, East Lansing, MI, United States, 4Radiology, East Lansing, MI, United States

Synopsis

The link between diabetes and dysregulation of OATP transporters provides an avenue for imaging the disease with MRI. The aim of this work was to use DCE-MRI to non-invasively measure decreases of OATPs during the onset of diabetes. The data presented here verifies that both Gd-EOB-DTPA and Gd-BOPTA enhanced MRI reveals underlying alterations in OATPs that are present in the liver and kidney as a result of diabetes. Preliminary data further suggests that there could be a link between changes in organ enhancement and disease onset. Thus, there is the potential to monitor diabetes and perhaps even diagnose pre-diabetes.

Introduction:

Diabetes mellitus affects ~10% of the US population1. Diagnosing the disease at the pre-diabetic stage would enable better and earlier disease management. In rodent models of pre-diabetes, for both Type I (T1D) and Type II (T2D), animals have markedly reduced organic anions transporting polypeptide (OATP) levels in the liver 2,3. OATPs transport FDA-approved Gd-EOB-DTPA and Gd-BOPTA into liver. Therefore, MRI may detect pre-diabetes by monitoring contrast uptake by the liver and kidney.

Purpose:

The aim of this work was to use Dynamic Contrast Enhanced (DCE) MRI to non-invasively measure decreases of OATPs during the onset of diabetes. This was accomplished with three experiments. First, we asked whether MRI could detect differences between diabetic animal liver and control livers by measuring contrast agent uptake. Next, the role of OATP in the liver and kidney trafficking of contrast was studied in genetically modified animals. Finally, the ability for DCE-MRI to monitor disease development was examined in a preliminary longitudinal experiment in a slow developing model of type I diabetes.

Methods:

B6.Cg-Lepob/J mice (obob, n=5) are a T2D mouse model with 5-15% reduction in OATP in liver3. Abdominal DCE-MRI was performed on obob mice and compared to age matched controls (n=5) to determine the impact of T2D on liver and kidney function. Mice were scanned three times at 7T, once each with Gd-EOB-DTPA, Gd-BOPTA or Gd-DTPA. After tail vein catheterization, mice underwent DCE-MRI using a RARE sequence (TE:4.66ms, TR:200ms, 200μm x 200μm) for one hour (60 repetitions). Gd-EOB-DTPA, Gd-BOPTA or Gd-DTPA (0.1 mmol Gd/kg) was injected after 3 baseline images. We calculated percent enhancement for the liver and kidney at every time point, normalized to pre-contrast enhancement. Area under the curve (AUC) was calculated to determine the percent clearance by organ. Values were compared across groups using mixed model ANOVA. Animals were then euthanized, blood glucose and insulin were measured, and organs (liver, kidney and pancreas) were weighed and snap frozen in liquid nitrogen. Quantitative PCR measured OATP1a1 gene expression in liver tissue. To study the impact of OATP on contrast clearance by the liver and kidney, the experiment was replicated with Oatp1a/1b cluster k/o mice (OATP KO, n=6). A similar study was also conducted to monitor disease onset in NOD/ShiJT mice (NOD, n=4), a slow developing model of T1D, starting at 8 weeks which is well before the onset of T1D.

Results and Discussion:

Obob mice weighed 53.6±13.7g compared to 31.2±1.1g for control (Figure 1a). Blood glucose (Fig. 1b) and insulin (Fig. 1c) were elevated in obob mice. qPCR demonstrated a 12.75±0.95X decrease in OATP1a1 expression for obob mice. Using Gd-EOB-DTPA and Gd-BOPTA, obob mice had reduced uptake in the liver and increased levels within the kidney (Fig. 2a). Percent clearance in the liver showed a significant interaction between contrast agent and mouse phenotype (Fig. 2b). Both control and obob had the highest percent clearance with Gd-EOB-DTPA followed by Gd-BOPTA but little clearance with Gd-DTPA, as expected for the negative control. Most importantly, obob mice had lower overall percent clearance when compared to control animals. For OATP KO mice, there was no significant difference in percent clearance across contrast agents (Fig. 3a) because OATP KO mice transported neither Gd-EOB-DTPA nor Gd-BOPTA into the liver (Fig. 3b). Interestingly, animals maintained contrast within the kidneys for 60 min, different from control animals (3c). NOD mice had similar contrast enhancement levels as control in the liver on the first day (Week 8) of scanning (Fig. 4a). Over the next 10 weeks all animals had an increase in uptake within both the liver and kidney (Fig 4b). Additionally, kidney maintained contrast enhancement as observed in OATP KO mice (Fig. 4c). Only one animal currently expresses high levels of blood glucose, in this animal there is a decrease in liver uptake of contrast similar to obob animals that occurred upon hyperglycemia (Fig. 4d).

Conclusion:

The link between diabetes and dysregulation of OATP transporters provides an avenue for imaging the disease with MRI. The data presented here verifies that both Gd-EOB-DTPA and Gd-BOPTA enhanced MRI reveals underlying alterations in OATPs that are present in the liver and kidney as a result of diabetes. Preliminary data further suggests that there could be a link between changes in organ enhancement and disease onset. Thus, there is the potential to monitor diabetes and perhaps even diagnose pre-diabetes by imaging the liver and kidney. As these are FDA approved agents, clinical studies are straight forward to envision.

Acknowledgements

Financial support from NIH R01 DK107697

References

1. Guariguata L, Whiting DR, Hambleton I, et al. Global estimates of diabetes prevalence for 2013 and projections for 2035. Diabetes Res. Clin. Pract. 2014;103: 137-149.

2. Xu C, Zhu L, Chan T, et al. The altered renal and hepatic expression of solute carrier transporters (SLCs) in Type 1 Diabetic mice. PLoS ONE 2015; 10: e0120760.

3. Cheng Q, Aleksunes LM, Manautou JE, et al. Drug-metabolizing enzyme and transporter expression in a mouse model of diabetes and obesity. Mol Pharm 2008; 5(1): 77-91.

Figures

Figure 1. Physiological verifications of obob Type II diabetic status. The table contains the body weight and percent weight of organs for obob and control animals (A). Obob mice weighed significantly more than control animals. Blood Glucose levels of mice from the two phenotypes (B) show that Control and have significantly lower levels of fasting blood glucose. Serum insulin levels are also significantly elevated in obob animals, confirming hyperinsulinemia. (*) denote groups that are significantly different from one another, p<0.05.

Figure 2. Quantification of obob Type II diabetic mouse liver and kidney using DCE-MRI and three contrast agents. MR images of one representative mouse from either control (left column) or obob (right column) groups after exposure to Eovist (top) and Multihance (bottom). Group analysis of percent enhancement over time for Gd-EOB-DTPA (Eovist) and Gd-BOPTA (Multihance) (A), the data demonstrates a decrease in enhancement for obob mice as compared to control animals. Percent clearance of the liver (B) shows a similar pattern to the Liver Signal Time Course with obob mice having lower values for Eovist and Multihance.

Figure 3. Quantification of OATP KO mouse liver and kidney using DCE-MRI and three contrast agents. AUC analysis showed significant differences between Control and OATP KO animals, but no significant difference between contrast agents within OATP KO mice (A). A signal time course showed an interesting pattern of sustained enhancement within the kidney over 1hr (B) and no enhancement within the liver (C). Representative MR Images for each contrast agent are presented across time (D). Kidneys outlined in red and livers in blue. High levels of enhancement are observed in the kidney for all contrast agents at 1hr.

Figure 4. Analysis of liver and kidney function in NOD/ShiJt T1D mice across time and disease progression. Baseline scans of NOD animals at 8 weeks have contrast enhancement similar to control animals (A). Liver and kidney signal time courses are plotted separately, with lines representing each week (B). Both profiles change across time; for kidney the enhancement is sustained longer as the week’s progress, while for liver enhancement increases for the first three weeks and decreases on week 16. For one animal that is hyperglycemic, the decrease is markedly larger. These patterns are evident in the MR Images (D).

Proc. Intl. Soc. Mag. Reson. Med. 25 (2017)
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