Puneet Bagga1, Srisha Bolledula1, Harsith Reddy1, Rishika Reddy1, Apoorva Sudini1, Hari Hariharan1, and Ravinder Reddy1
1Department of Radiology, University of Pennsylvania, Philadelphia, PA, United States
Synopsis
Alanine is a highly abundant non-essential amino acid which provides an
alternate source of TCA cycle intermediates for energy and cell survival. It
has been shown that myc-driven
tumors utilize alanine as an energy source over lactate. Currently, alanine
can be detected in vivo only by 13C NMR spectroscopy. Chemical Exchange
Saturation Transfer (CEST) MRI is an imaging technique which exploits the
properties of exchangeable protons on the molecule for imaging. In the present
study, we have shown the in vitro CEST effect of solution containing alanine.Introduction
Alanine
is a non-essential amino acid which is manufactured in the body mostly from
pyruvate via the reductive amination known to play an important role in the
metabolism and alanine cycle. Altered metabolic phenotype is a hallmark of
tumor development and glycolysis has been reported to be of high importance
1.
However, new data using hyperpolarized
13C pyruvate suggests the
myc-driven pre-tumor condition in which the production of alanine from pyruvate
predominates the glycolysis (Fig1)
2. This begs for an imaging
technique to monitor metabolic changes in the body with a focus on alanine as a
biomarker for the detection of myc-driven cancers. Chemical Exchange Saturation
Transfer (CEST) technique offers a principle to image metabolites and
macromolecules in vivo based on the
property of exchangeable protons with water
3. CEST phenomenon has
been recently exploited to image various molecules in vivo such as creatine
4, glutamate
5, glucosaminoglycan
6
and so on. In the current study, we have characterized the CEST effect from alanine
at different saturation pulse power and saturation duration
in vitro. In addition, concentration
dependence of alanine CEST is studied. The initial results are discussed.
Methods
For
CEST imaging, alanine solution (30 mM) was prepared in phosphate buffer saline
(PBS) and adjusted to a pH 7. For the concentration dependence of CEST, alanine
solutions of varying concentrations, 2, 4, 6, 8, and 10 mM, were prepared in
phosphate buffer saline and adjusted to a pH 7. CEST imaging was performed on 9.4T
MRI scanner (Agilent, USA). The CEST parameters were optimized at 9.4T MRI
scanner (Agilent, USA). During the course of experiment temperature was
maintained at 37 ºC. The sequence parameters were: slice thickness=10 mm, GRE
flip angle=5, GRE readout TR=5.6 ms, TE=2.7 ms, FOV=20×20 mm
2,
matrix size=128×128. CEST images from 0 to 5 ppm were collected in step size of
0.2 ppm at different saturation pulse power (B
1) (4.69, 7.05, 9.38,
11.73 and 14.08 µT) and saturation durations (1, 2, 3 and 4 s). B
0
correction was done by acquiring WASSR images at 0.24 μT from -1 to +1 ppm in
steps of 0.1 ppm, using the same parameters as CEST. Z-spectra were plotted
using the normalized image intensity as a function of the resonance offset of
the saturation pulse. CEST maps were computed using the equation CEST=100×[(S
-ve
– S
+ve)/S
0] where S
-ve and S
+ve are
the B
0 corrected MR signals acquired while saturating at -3 ppm
and+3 ppm from water resonance, while S0 is the image obtained without
application of any saturation pulse. The CEST contrast map was further
corrected for any B
1 inhomogeneity.
Results and Discussion
The
z-spectrum of alanine solution shown in Fig 2A depicts the CEST
contrast from alanine at B
1 parameters 7.05 µT and 1 sec saturation duration. CEST assymetry plot from alanine showing the CEST
contrast at 3 ppm (Fig 2B). The CEST maps shown in figure 3A show the CEST
contrast from 10 mM alanine solution with different B
1 and 1 second saturation
duration. Both increase in B
1 and saturation duration resulted in increased
CEST contrast from alanine (Fig 3 B). A linear relationship between alanine
concentration and CEST contrast was observed at B1 7.05 µT and saturation
duration 2 sec. Further standardization for the estimation of contribution of
other metabolites to the alanine CEST contrast are underway.
The next step is to monitor the change in the alanine concentration after intravenous
injection of glucose/pyruvate in a pre-clinical model of myc-driven tumor using
the optimized saturation parameters for in vivo CEST MRI.
Acknowledgements
This
project was supported by the National Institute of Biomedical Imaging and
Bioengineering of the National Institutes of Health through Grant Number
P41-EB015893 and the National Institute of Neurological Disorders and Stroke
through Award Number R01NS087516References
1.
Cristofk HR et al. Nature 2008 452:230-33; 2. Hu S et al. Cell Metab 2011 14:131-42; 3. Kogan F et al. Curr
Radiol Rep 2013 1:102-114; 4. Haris
M et al. Nat Med 2014 71:164-72; 5. Cai K et al. Nat Med 2012 18:302-06; 6. Ling W et al. Proc
Natl Acad Sci USA 2008 105:2266-70