Please cite this article in press as: van de Looij, Y., et al., Advanced magnetic resonance spectroscopy and imaging techniques applied to
brain development and animal models of perinatal injury. Int. J. Dev. Neurosci. (2015), http://dx.doi.org/10.1016/j.ijdevneu.2015.03.009
ARTICLE IN PRESS
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Int. J. Devl Neuroscience xxx (2015) xxx–xxx
Contents lists available at ScienceDirect
International Journal of Developmental Neuroscience
j ourna l ho me page: www.elsevier.com/locate/ijdevneu
Advanced magnetic resonance spectroscopy and imaging techniques
applied to brain development and animal models of perinatal injury
Yohan van de Looij
a,b,*
, Justin M. Dean
c
, Alistair J. Gunn
c
, Petra S. Hüppi
a
,
Stéphane V. Sizonenko
a
a
Division of Child Development & Growth, Department of Pediatrics, University of Geneva, Geneva, Switzerland
b
Laboratory for Functional and Metabolic Imaging (LIFMET), Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
c
Department of Physiology, University of Auckland, Auckland, New Zealand
a r t i c l e i n f o
Article history:
Received 5 February 2015
Received in revised form 25 March 2015
Accepted 25 March 2015
Available online xxx
Keywords:
Advanced magnetic resonance imaging
Advanced magnetic resonance
spectroscopy
Animal models of perinatal brain injury
Diffusion imaging
Phase and susceptibility imaging
Manganese enhanced magnetic resonance
imaging
a b s t r a c t
Magnetic resonance spectroscopy (MRS) and magnetic resonance imaging (MRI) are widely used in
the field of brain development and perinatal brain injury. Due to technical progress the magnetic field
strength (B
0
) of MR systems has continuously increased, favoring
1
H-MRS with quantification of up to
18 metabolites in the brain and short echo time (TE) MRI sequences including phase and susceptibility
imaging. For longer TE techniques including diffusion imaging modalities, the benefits of higher B
0
have
not been clearly established. Nevertheless, progress has also been made in new advanced diffusion mod-
els that have been developed to enhance the accuracy and specificity of the derived diffusion parameters.
In this review, we will describe the latest developments in MRS and MRI techniques, including high-field
1
H-MRS, phase and susceptibility imaging, and diffusion imaging, and discuss their application in the
study of cerebral development and perinatal brain injury.
© 2015 Elsevier Ltd. All rights reserved.
1. Introduction
Due to technical advances, the static magnetic field (B
0
) of mag-
netic resonance (MR) systems has continuously increased. Clinical
Abbreviations: Mac, macromolecules; Asc, ascorbate; bhB, beta-hydroxibutirate;
PCho, phosphorylcholine; Cr, creatine; PCr, phosphocreatine; GABA,
-aminobuttyric acid; Glc, glucose; Glu, glutamate; Gln, glutamine; myo-Ins, myo-
inositol; Lac, lactate; NAA, N-acetylaspartate; NAAG, N-acetylaspartylglutamate;
PCr, phosphocreatine; PE, phosphoethanolamine; Tau, taurine; HI, hypoxia-
Ischemia; LPS, lipopolysaccharide; MRI, magnetic resonance imaging; MRS,
magnetic resonance spectroscopy; SNR, signal-to-noise ratio; TE, echo time; DTI,
diffusion tensor imaging; QSM, quantitative susceptibility mapping; ADC, apparent
diffusion coefficient; MD, mean diffusivity; D
//
, parallel diffusivity; D⊥, orthogonal
diffusivity; FA, fractional anisotropy; NODDI, neurite orientation dispersion and
density imaging; ficvf, intra-neurite volume fraction; fiso, cerebrospinal volume
fraction; fia, intra-axonal volume fraction; ODI, orientation dispersion index;
MEMRI, manganese enhanced magnetic resonance imaging; DKI, diffusion kurtosis
imaging; MK, mean kurtosis; K
//
, parallel kurtosis; K⊥, orthogonal kurtosis; fMRI,
functional magnetic resonance imaging.
*
Corresponding author at: Laboratory for Functional and Metabolic Imaging,
EPFL-SB-IPSB-LIFMET, CH F1 602 – Station 6, 1015 Lausanne, Switzerland.
Tel.: +41 21 693 79 38; fax: +41 21 693 79 60.
E-mail address: yohan.vandelooij@epfl.ch (Y. van de Looij).
state-of-the-art scanners reach 3.0 T, although 7.0 T and 9.4 T are
also available for clinical research, while animal scanners range
from 3.0 T to 21.0 T, including 4.7 T, 7.0 T, 9.4 T, 11.7 T, 14.1 T and
17.0 T. This drive for increasing B
0
relates to the almost linear
increase in the signal-to-noise ratio (SNR) with B
0
, due to an
almost linear increase of magnetization of the sample (Callaghan,
1991). This increase in SNR provides increased image resolution
and reduced scanning time (i.e., “better and faster”).
An increase in the spectral resolution with B
0
is particularly
advantageous for MR techniques such as MR spectroscopy (MRS).
The recent development of advanced localized
1
H magnetic reso-
nance spectroscopy (
1
H-MRS) at high magnetic fields (e.g., ≥7.0 T)
has allowed quantification of concentrations of up to 18 metabo-
lites in the rodent brain (termed the “neurochemical profile”),
including antioxidants, compounds related to energy metabolism,
neurotransmission, membrane precursor, osmoregulation, myeli-
nation, neuronal markers, glial markers, and neuroprotection (Lei
et al., 2009; Mlynarik et al., 2008, 2006; Tkac et al., 2003; van de
Looij et al., 2011).
1
H-MRS has also been used to follow the changes
in the neurochemical profile during rat brain development and
maturation (Tkac et al., 2003). Further, cerebral hypoxia-ischemia
(HI) or inflammation leads to specific changes in the neurochemi-
http://dx.doi.org/10.1016/j.ijdevneu.2015.03.009
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