Citation: Albatany, M.; Meakin, S.;
Bartha, R. Brain pH Measurement
Using AACID CEST MRI
Incorporating the 2 ppm Amine
Resonance. Tomography 2022, 8,
730–739. https://doi.org/10.3390/
tomography8020060
Academic Editor: Emilio Quaia
Received: 19 December 2021
Accepted: 1 March 2022
Published: 9 March 2022
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Article
Brain pH Measurement Using AACID CEST MRI Incorporating
the 2 ppm Amine Resonance
Mohammed Albatany
1
, Susan Meakin
2
and Robert Bartha
1,3,
*
1
Centre of Functional and Metabolic Mapping, Robarts Research Institute, The University of Western Ontario,
London, ON N6A 3K7, Canada; malbatan@uwo.ca
2
Department of Biochemistry, Schulich School of Medicine and Dentistry, The University of Western Ontario,
London, ON N6A 3K7, Canada; smeakin@uwo.ca
3
Department of Medical Biophysics, Schulich School of Medicine and Dentistry, The University of Western
Ontario, London, ON N6A 3K7, Canada
* Correspondence: rbartha@robarts.ca; Tel.: +1-(519)931-5777 (ext. 24039)
Abstract: Many pathological conditions lead to altered intracellular pH (pH
i
) disrupting normal
cellular functions. The chemical exchange saturation transfer (CEST) method, known as Amine
and Amide Concentration Independent Detection (AACID), can produce image contrast that is
predominantly dependent on tissue intracellular pH
i
. The AACID value is linearly related to the
ratio of the 3.5 ppm amide CEST effect and the 2.75 ppm amine CEST effect in the physiological
range. However, the amine CEST effect at 2 ppm is often more clearly defined in vivo, and may
provide greater sensitivity to pH changes. The purpose of the current study was to compare AACID
measurement precision utilizing the 2.0 and 2.75 ppm amine CEST effects. We hypothesized that
the 2.0 ppm amine CEST resonance would produce measurements with greater sensitivity to pH
changes. In the current study, we compare the range of the AACID values obtained in 24 mice with
brain tumors and in normal tissue using the 2 ppm and 2.75 ppm amine resonances. All CEST data
were acquired on a 9.4T MRI scanner. The AACID measurement range increased by 39% when
using the 2 ppm amine resonance compared to the 2.75 ppm resonance, with decreased measurement
variability across the brain. These data indicate that in vivo pH measurements made using AACID
CEST can be enhanced by incorporating the 2 ppm amine resonance. This approach should be
considered for pH measurements made over short intervals when no changes are expected in the
concentration of metabolites that contribute to the 2 ppm amine resonance.
Keywords: Brain pH; AACID; CEST MRI; 2 ppm amine resonance; cancer; glioblastoma multiforme
1. Introduction
Intracellular pH plays an important role in many physiological processes, including
apoptosis, cell proliferation, and protein interactions, and it is altered in several disease
states. In cancer, altered intracellular and extracellular pH gradients can lead to drug
resistance [1,2]. Chemical exchange saturation transfer (CEST) can produce image contrast
that is dependent on tissue pH [3–6], and can be used to non-invasively study cellular pH
under various conditions. More specifically, amide proton transfer (APT) efficiency varies
with pH, providing sensitivity to this physiological parameter. Although the measurement
of the APT CEST effect depends on several factors including the amide proton concentra-
tion, water concentration, and the relaxivity (R
1
) of bulk water [6], this contrast has been
successfully used to identify ischemic tissue following acute stroke [7–12] and to study
cancer [13–17].
In previous work [18] using 9.4T MRI, we have demonstrated that the ratio of the
3.5 ppm amide CEST effect to the 2.75 ppm amine CEST effect varies linearly with pH
in the physiological range, and is largely independent of protein concentration and tem-
perature [18]. This ratiometric CEST method called Amine and Amide Concentration
Tomography 2022, 8, 730–739. https://doi.org/10.3390/tomography8020060 https://www.mdpi.com/journal/tomography