Magn Reson Med. 2019;1–9. wileyonlinelibrary.com/journal/mrm | 1 © 2019 International Society for Magnetic Resonance
in Medicine
Received: 23 November 2018
|
Revised: 2 April 2019
|
Accepted: 7 April 2019
DOI: 10.1002/mrm.27787
NOTE
Correlation of quantitative conductivity mapping and total tissue
sodium concentration at 3T/4T
Yupeng Liao
1
|
Nazim Lechea
1
|
Arthur W. Magill
1
|
Wieland A. Worthoff
1
|
Vincent Gras
1
|
N. Jon Shah
1,2,3,4,5
1
Institute of Neuroscience and Medicine (INM‐4), Forschungszentrum Jülich, Jülich, Germany
2
Institute of Neuroscience and Medicine (INM‐11), JARA, Forschungszentrum Jülich, Jülich, Germany
3
JARA‐BRAIN‐Translational Medicine, Aachen, Germany
4
Department of Neurology, RWTH Aachen University, Aachen, Germany
5
Monash Biomedical Imaging, School of Psychology, Monash University, Melbourne, Australia
Correspondence
N. Jon Shah, Institute of Neuroscience
and Medicine, Medical Imaging Physics
(INM‐4), Forschungszentrum Jülich GmbH,
Wilhelm‐Johnen‐Straße 52425 Jülich,
Germany.
Email: n.j.shah@fz-juelich.de
Present Address
Arthur W. Magill, Medical Physics in
Radiology, German Cancer Research Centre
(DKFZ), Heidelberg, Germany
Vincent Gras, UNIRS, Institut d’Imagerie
Biomédicale, Neurospin, CEA Saclay, Gif‐
sur‐Yvette, France
Nazim Lechea, PAREXEL International
GmbH, Berlin, Germany
Funding information
China Scholarship Council (20126090020).
Purpose: To investigate the correlation between electrical conductivity and sodium
concentration, both measured in vivo, in the human brain.
Methods: Conductivity measurements were performed on samples with different
sodium (Na
+
) and agarose concentrations using a dielectric probe, and the corre-
lation between conductivity and Na
+
content was evaluated. Subsequently, brain
conductivity and total Na
+
content maps were measured in 8 healthy subjects using
phase‐based MREPT and sodium MRI, respectively. After co‐registration and spatial
normalization to the 1 mm 152 MNI brain atlas, the relationship between conduc-
tivity and tissue sodium concentration (TSC) was examined within different brain
regions.
Results: The conductivities of agarose gels increased linearly with NaCl concentra-
tion, while remaining almost independent of agarose content. When measured in
healthy subjects, conductivities showed positive correlation with total tissue sodium
concentration (R = 0.39, P < 0.005). The same trend was found in gray matter
(R = 0.36, P < 0.005) and in white matter (R = 0.28, P < 0.05).
Conclusion: Tissue conductivity shows a positive correlation with total sodium con-
centration. Conductivity might serve as a novel technique to visualize the total tissue
electrolyte concentration, although refinements in the consideration of e.g., tissue
water content, would be necessary to improve the quantitative value.
KEYWORDS
electrical conductivity, magnetic resonance electrical properties tomography (MREPT), sodium MRI,
sodium quantification, tissue sodium concentration (TSC)
1
|
INTRODUCTION
Conductivity is a fundamental property of tissue that char-
acterizes its capability to conduct electrical current when
external electromagnetic fields are applied. Mapping
conductivity can potentially serve as a biomarker, indicating
tissue health.
1-3
For example, compared to normal tissue, a
typical conductivity elevation of 10–30% was found in tumor
tissues, whereas in certain types of malignant breast carci-
noma, an increment of over 200% was reported.
4,5
Moreover,