Jelena Mihailovic1,2, Yuegao Huang1, John Walsh1, Daniel Coman1, Sara Samuel3, and Fahmeed Hyder1,3
1(1)Magnetic Resonance Research Center (MRRC), Yale University, New Haven, CT, United States, 2(2)Department of Diagnostic Radiology, Yale University, New Haven, CT, United States, 3Core Center for Quantitative Neuroscience with Magnetic Resonance (QNMR), Yale University, New Haven, CT, United States
Synopsis
Chemical Exchange
Saturation Transfer (CEST) and Biosensor
Imaging of Redundant Deviation in Shifts (BIRDS) biosensing methods differ respectively by detecting
exchangeable and non-exchangeable protons on the agent. Given that CEST
and BIRDS properties observed from the same paramagnetic agent are
complimentary, we describe a novel approach for high-resolution pH imaging
using dual agents of europium and thulium complexed with DOTA-tetraglycinate.
In vitro results test the hypothesis that ratiometric paraCEST attributes are
conserved when temperature from paraBIRDS is detected simultaneously, enabling absolute
pH imaging. In vivo results in glioblastoma demonstrate feasibility of this
dual paraCEST-paraBIRDS biosensing method for high-resolution pH imaging.
Introduction
MRI contrast can
be improved by enhancing relaxation with paramagnetic agents(1,2).Despite
great success of the gadolinium-based-agents in clinical MRI, the generated
contrast is always “on” when the agent is present, and thus the approach lacks
sensitivity and specificity. A novel class of responsive agents become
available with chemical exchange saturation transfer (CEST) MRI(3,4),
where exchange of water protons and hydroxyl/amine/amide protons are
intrinsically pH and temperature dependent. The development of many paramagnetic
CEST (paraCEST) agents has proceeded with the aim of pushing the chemical shift
of exchangeable protons further away from the bulk water proton signal, thereby
reducing direct saturation of water protons. Today many lanthanide-based
paraCEST agents are used for molecular imaging(5,6). Although
ratiometric paraCEST has shown some promise for molecular imaging, CEST imaging
with multiple agents can also be improved accounting for the ambient conditions
(e.g., temperature) to tease out the fact that any CEST contrast is
intrinsically pH dependent. In addition to the exchangeable protons of the paraCEST
agents, the nonexchangeable proton resonances emanating from the same
paramagnetic agent are also utilized by Biosensor Imaging of Redundant
Deviation in Shifts (BIRDS)(7,8)for biosensing which is a 3D
chemical shift imaging (CSI) method. Various paramagnetic BIRDS (paraBIRDS)
agents have been applied to map temperature and/or pH in vivo(9,10).
In the present work, we hypothesize that pH imaging using ratiometric paraCEST
can be calibrated by temperature mapping from paraBIRDS, where both signals are
emanating from the same two agents in the same voxels.Methods
A series of
phantoms of TmDOTA-(gly)4- and EuDOTA-(gly)4-
and their mixture (Macrocyclics, Dallas, TX) were prepared using 10 mM
phosphate buffer at various pH values (6.4-7.9) with 10% D2O for
BIRDS and CEST experiments. All NMR characterization experiments were acquired
with an 11.7 T vertical magnet (Bruker, Billerica, MA). BIRDS properties for individual
and the mixture samples were recorded by acquiring proton spectra at various
temperatures (27-40 °C). CEST experiments were collected with 4s continuous
wave saturation pulse (16.7µT) over a range of frequencies (± 100 ppm). The
same phantoms were used for BIRDS and CEST imaging on a 11.7T horizontal bore
spectrometer using a volume Birdcage coil (4 cm), field of view 32 × 32 mm. CSI
experiments were acquired using 25 x 25 encoding steps, TR=10 ms. A 600 µs
Gaussian pulse was used for excitation. CEST images were acquired using a
spin-echo imaging sequence with image matrix of 64 × 64. The temperature was
controlled by circulating hot air in the magnet bore, monitored by
thermocouple. The same experimental
setup described above was used for in vivo study. All animal experimental
procedures on rats were approved by the Institutional Animal Care and Use
Committee (IACUC). Fischer 344 rats received
an implantation of RG2 glioma cells. The tail vein was used for injection
of TmDOTA-(gly)4- and EuDOTA-(gly)4-
mixture (1mmol/kg/hour).
A water-heating blanket was used to control and maintain the body temperature.Results
Proton NMR spectra
of TmDOTA-(gly)4- and EuDOTA-(gly)4-,
and their equivalent mixture show characteristic hyperfine shifts for
nonexchangeable proton resonances (Figure 1A-C). As a result, proton resonances
Tm-H2 and Tm-H6 in TmDOTA-(gly)4-
and Eu-H4 in EuDOTA-(gly)4- are chose for BIRDS
characterization (Figure 1D-F). The amide protons in TmDOTA-(gly)4-
resonating at -52.5 ppm, while the bound water protons in EuDOTA-(gly)4-
resonating at 51.5 ppm at 35 °C are indicated by CEST spectra (Figure 2). To
determine the pH, BIRDS was used to read the temperature and the ratio of the
CEST intensities between TmDOTA-(gly)4- and EuDOTA-(gly)4-
traced pH dependency. Temperature maps from TmDOTA-(gly)4-
and EuDOTA-(gly)4- were used to generate the average
temperature maps of the mixture (Figure 3A) and CEST maps were used to create
the ratiometric CEST maps in the mixture at different temperatures (Figure 3B).
3D surface plot (Figure 4) for pH determination was then fitted as function of
temperature (T) and paraCEST ratio (R): pH=a+bR+cT+dR2+eT2+fRT+gR3+hT3+iRT2+jR2T In vivo experiment for rat’s
brain tumor is shown on Figure 5A-C. Temperature mapping with BIRDS show an
average temperature of 35.6±0.8°C inside the tumor, while ratiometric paraCEST
imaging readout show a ratio of 2.0±0.2. The calculated pH map from ratiometric
paraCEST calibrated with BIRDS indicate an average pH value of 7.0±0.7 which
reflects the physiological microenvironment of solid tumors characterized by
extracellular acidity.Discussion
In this study,
TmDOTA-(gly)4- and EuDOTA-(gly)4-
were used as a model system of multivalent agents to demonstrate ratiometric
imaging with paraCEST that is calibrated from temperature readout with
paraBIRDS, enabling the pH-dependence of CEST contrast to be extrapolated for
quantitative pH values. BIRDS properties of multivalent agents are not
perturbed, whereasthe CEST properties are altered. Moreover, the temperature sensitivities
in BIRDS can be enhanced in the mixture of two agents because of the increased
redundancy of reporting. We show that the ratiometric CEST is temperature
dependent, which can be calibrated with BIRDS, where the temperatures measured
with BIRDS could be combined with the ratiometric CEST for accurate
temperature-independent pH reporting. As we have shown in vivo, pH readouts
vary with temperature.Conclusions
High spatial
resolution pH maps in rat brain tumors can be obtained using ratiometric
paraCEST, with temperature calibrated by paraBIRDS. This paraCEST/paraBIRDS-based
temperature-independent pH mapping technique can be used for longitudinal
monitoring of therapeutic response in tumors, where temperatures might be different
between pathological and non-pathological tissue.Acknowledgements
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