Rajiv G Menon1,2, Syed Hasan3, Ann Marie Schmidt3, Ravichandran Ramasamy3, and Ravinder R Regatte1,2
1Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, New York University Grossman School of Medicine, New York, NY, United States, 2Center for Advanced Imaging Innovation and Research (CAI2R), Department of Radiology, New York University Grossman School of Medicine, New York, NY, United States, 3Department of Endocrinology, New York University Grossman School of Medicine, New York, NY, United States
Synopsis
Keywords: Endocrine, Diabetes
Motivation: Diabetes Mellitus causes systemic changes in lipids of multiple organs. Previous studies have shown that receptor for advanced glycation end products (RAGE) and its tail binding partner diaphanous 1 (Diaph1) are key mediators of metabolic changes in T1D mice.
Goal(s): To use 1H-MRS and CSE-MRI to investigate the metabolic effects of the RAGE-DIAPH1 interaction antagonist, RAGE229, in T1D murine hearts and hind limb.
Approach: 18 mice were divided into 3 cohorts (Rage229/+db, RegDiet/+db, RegDiet/-db) and scanned using 1H-MRS and CSE-MRI.
Results: Inhibition of RAGE-DIAPH1 interaction by RAGE229 leads to significant reduction in triglyceride levels in hearts and hind limb of T1D mice.
Impact: The results of this
study set the stage for further testing of RAGE229 as potential therapeutic adjuncts
in alleviating metabolic dysfunction in T1D.
INTRODUCTION
Previous studies have
linked the receptor for advanced glycation end-products (RAGE) and its tail
binding partner diaphanous 1 (DIAPH1) as key mediators of metabolic, signaling
and functional changes in diabetic mice[1-3]. Recently, a small
molecule RAGE-DIAPH1 interaction antagonist, RAGE229, administered in diet was shown
to reduce diabetic complications in mice4. In this study, the
goal was to investigate the effects of the RAGE229 diet and induced Type-1 diabetes
mellitus (T1DM) in organ specific changes (heart and hind limb) in metabolites
using proton magnetic resonance spectroscopy (1H-MRS) and chemical-shift
encoded (CSE) MRI.METHODS
The animal experiments
were conducted according to the procedures approved by the Institutional Animal
Care and Ethical Committee (IACUC) of our institution. Three cohorts of mice
were used consisting of male wild type (WT) C57BL/6 mice (Jackson Laboratory,
ME): i) T1DM induced mice on a RAGE229 diet (Rage229/+db), ii) Type 1 diabetes
(T1D) induced mice on a regular diet (RegDiet/+db), and control cohort with
regular diet, and no T1D (RegDiet/-db). Regular diet consisted of standard lab
pellets (Rodent Diet #5001, Lab Diet, St. Louis, MO), and the RAGE229 diet (10
mg/kg in a volume of 1 ml/kg). T1DM was induced by
destruction of the pancreatic cells by injection of streptozotocin (55mg/kg for
5 days) at the age of 6 weeks as published earlier[2,4]. The blood glucose was
monitored for all mice, with the diabetic mice used in this study having a
blood glucose greater than 250 mg/dl. Figure 1 shows details of the study design
and cohorts used.
All MRI/MRS scans were performed
on a 7T micro-MRI (Bruker Bio-Spin, USA) equipped with 750mT/m gradients, with
a vendor supplied transmit-receive volume coil. For the MR-imaging, isoflurane
anesthesia was maintained at 1.5-2% delivered in 1:1 oxygen to air mixture via
a nose cone, with 25-30/minute respiration rate. MRS experiments used a PRESS
sequence with TR=2000ms, TE=16ms, bandwidth=4000Hz, 256 averages with and without
water suppression using the variable pulse power and optimized relaxation
delays (VAPOR) module, total scan time was about 8 min. The voxel placed in the
heart was 1x2x2 mm3, and placed along the interventricular myocardial
septum (IVS). In the hind-limb, the voxel size used was 3x3x3 mm3. CSE-MRI
used a non-commercial 3D multi-echo gradient recalled echo (GRE) sequence
covering the torso of the mouse. The technique uses optimized echo spacing with
a 3-point Dixon water-fat suppression technique with the following parameters:
TR=10ms, TEs=2.6ms 2.93ms, and 3.26ms, FA=10°, FOV=30x30x30 cm3
image matrix=128x128x64, in-plane resolution=2.3mm2, scan time=4min.
The MRS data was post-processed
and quantified in the time domain using jMRUI software [5]. Spectra were phase and frequency corrected and
apodised using a Lorentzian line shape with a damping factor of 5Hz. Quantification
of the spectra was done using the AMARES algorithm [6]. A vial of water placed outside the mouse was
used as an external water reference[7]. For CSE-MRI image post-processing, the raw
data at multiple TE’s were reconstructed using the IDEAL algorithm[8]. Separate water and fat images were
reconstructed, and water and fat fraction maps were also computed. A
non-parametric Kruskal-Wallis test was used to compare the cohorts, with a
significance level set to 0.05.
RESULTS
Figure 2 shows the 1H-MRS
results from the heart. Representative heart spectra from the three cohorts for
Rage229/+db, RegDiet/+db, and RegDiet/-db are shown. All the spectra are
normalized to an external water reference. The table in Figure 2 shows the
percent metabolite for each cohort. Figure 3 shows the results for the
hind-limb.
Figure 4(a) shows the
heart triglycerides in the three cohorts. There are significant differences in
the combined triglycerides between Rage229/+db vs RegDiet/+db (P<0.01) and
between the diabetic and non-diabetic cohort, RegDiet/+db vs RegDiet/-db (P<0.01). Similar results with significant differences (P<0.01) are
observed between cohorts in the hind limb spectra.
Figure 5 shows the
results from the CSE-MRI. In the myocardium of the heart, there are significant
decrease in the fat fraction in the Rage229/+db vs RegDiet/+db (P<0.01) and
between RegDiet/+db vs RegDiet/-db (P<0.01). In the hind limb, the
differences between cohorts were considerable but did not reach significance. DISCUSSION
This study shows that
the differences in metabolite concentration resulting from blockade of
RAGE-DIAPH1 interaction can be investigated using 1H-MRS and CSE
imaging. The data suggests that the Rage229 diet inhibits the RAGE-DIAPH1
significant reductions in heart and hind limb triglyceride levels in T1D mice. These
findings set the stage for further testing of RAGE229 as potential therapeutic
adjuncts in alleviating metabolic dysfunction in T1D. Acknowledgements
This study was supported by
NIH grants PO1 HL146367, RO1 DK109675, R01-AR076328-01A1, and R01-AR076985-01A1, and was performed under the rubric of the Center for
Advanced Imaging Innovation and Research (CAI2R, www.cai2r.net), an NIBIB National Center for
Biomedical Imaging and Bioengineering (NIH P41 EB017183).References
1. O'Shea KM, Ananthakrishnan R, Li Q, et al. The Formin,
DIAPH1, is a Key Modulator of Myocardial Ischemia/Reperfusion Injury. EBioMedicine. Dec 2017;26:165-174.
doi:10.1016/j.ebiom.2017.11.012
2. Manigrasso MB, Pan J, Rai V, et al.
Small Molecule Inhibition of Ligand-Stimulated RAGE-DIAPH1 Signal Transduction.
Sci Rep. Mar 3 2016;6:22450.
doi:10.1038/srep22450
3. Toure F, Fritz G, Li Q, et al. Formin
mDia1 mediates vascular remodeling via integration of oxidative and signal
transduction pathways. Circ Res. May
11 2012;110(10):1279-93. doi:10.1161/CIRCRESAHA.111.262519
4. Carr KD, Weiner SP, Vasquez C,
Schmidt AM. Involvement of the Receptor for Advanced Glycation End Products
(RAGE) in high fat-high sugar diet-induced anhedonia in rats. Physiol Behav. Nov 1 2023;271:114337.
doi:10.1016/j.physbeh.2023.114337
5. Stefan
D, Di Cesare F, Andrasescu A, et al. Quantitation of magnetic resonance
spectroscopy signals: the jMRUI software package. Meas Sci Technol. Oct 2009;20(10)doi:Artn 104035
10.1088/0957-0233/20/10/104035
6. Graveron-Demilly D. Quantification in
magnetic resonance spectroscopy based on semi-parametric approaches. MAGMA. Apr 2014;27(2):113-30.
doi:10.1007/s10334-013-0393-4
7. Near J, Harris AD, Juchem C, et al.
Preprocessing, analysis and quantification in single-voxel magnetic resonance
spectroscopy: experts' consensus recommendations. NMR Biomed. May 2021;34(5):e4257. doi:10.1002/nbm.4257
8. Reeder
SB, McKenzie CA, Pineda AR, et al. Water-fat separation with IDEAL
gradient-echo imaging. J Magn Reson
Imaging. Mar 2007;25(3):644-52. doi:10.1002/jmri.20831