Jessica Lee Wisnowski1,2, Aaron J Reitman3,4, Tai-Wei Lee Wu3, Eugenia Ho5, Claire McLean6, Douglas Lee Vanderbilt6, Marvin D Nelson1, Ashok Panigrahy7, Philippe Lee Friedlich3,8, and Stefan Lee Bluml1
1Radiology, Children's Hospital Los Angeles, Los Angeles, CA, United States, 2Rudi Schulte Research Institute, Santa Barbara, CA, United States, 3Center for Fetal and Neonatal Medicine, Children's Hospital Los Angeles, Los Angeles, CA, United States, 4Division of Neonatal Medicine, LAC + USC Medical Center, Los Angeles, CA, United States, 5Division of Child Neurology, Children's Hospital Los Angeles, Los Angeles, CA, United States, 6Children's Hospital Los Angeles, Los Angeles, CA, United States, 7Radiology, Children's Hospital of Pittsburgh of UPMC, Pittsburgh, PA, United States, 8Division of Neonatal Medicine, University of Southern California, Los Angeles, CA, United States
Synopsis
Polyunsaturated
fatty acids (PUFA) are endogenous components of cellular membranes and a
potential biomarker for apoptosis following hypoxic-ischemic (HI) brain injury. Prior studies have applied 1H-MRS techniques for quantifying
PUFA in human carcinomas. Here, using a retrospective dataset of 1,046 neonatal 1H-MRS spectra, we demonstrate that PUFA can be routinely characterized in newborns using a modified LCModel (Provencher, Inc) pipeline.
Introduction
Polyunsaturated
fatty acids (PUFA) are endogenous components of cellular membranes and a
potential biomarker for apoptosis following hypoxic-ischemic (HI) brain injury
[Figure 1]. Prior studies have applied 1H-MRS techniques for quantifying
PUFA in human carcinomas (1,2). We assessed the validity of 1H-MRS
measurements of PUFA in neonates with HI brain injury.
Methods
We retrospectively
analyzed 1,046 1H-MRS spectra from 285 neonates (age: 0 – 30 days),
who were scanned for various clinical indications, including 40 neonates who
were scanned during and after hypothermia for hypoxic-ischemic encephalopathy (HIE). 1H-MRS spectra
were acquired on a 3T MR system (Philips Medical, Best, The Netherlands) using a
SV-PRESS sequence (TE = 35ms, TR = 2000ms; ~ 2.0 cm3). Data were
processed using modified LCModel (Ver. 6.3-1c, Provencher Inc) pipeline (3),
which included simulated peaks at 5.3 and 2.8 ppm corresponding to the olefinic
(-C
H ═
C
H-) and bisallylic methylene (=CH-C
H2-HC=)
protons, respectively, of the unsaturated acyl chain. (Note: although both
signals should be present in spectra containing PUFA, the latter, i.e.,
bisallylic protons, are specific to PUFA).
Validity was determined
both by examining Cramer Rao values and the cross-correlations between the
lipid signals and other neuronal markers.
Results
Clinically-relevant
concentrations (CRLB < 50%) of olefinic protons (5.3 ppm) and bisallylic
methylene protons (i.e., PUFA at 2.8 ppm) were present in 176 and 82 out of 1046 spectra,
respectively. There were only two spectra where bisallylic methylene protons
were detected at such concentrations but olefinic protons were not.
The correlation
between the bisallyic protons and olefinic protons was highly
significant (ρ = 0.573,
p < 0.001), while correlations among the bisallylic
protons and the allylic protons =HC-C
H2-
[at 2.0 ppm], -(C
H2)
n-
protons [at 1.3 ppm], and –C
H3
protons [at 0.9 ppm] were slightly lower, as expected, but still highly
significant (ρ = 0.311, ρ = 0.273, ρ = 0.303, respectively, all
p’s <
0.001). PUFA was nominally positively correlated with lactate (ρ = 0.164,
p
< 0.001). In contrast, PUFA was negatively correlated with
n-acetyl-aspartate (ρ = -0.229,
p < 0.001) and phosphocreatine (ρ = -0.251,
p < 0.001), neuronal/energy markers.
Discussion
PUFA concentrations can
be quantitated from standard, short-echo 1H-MRS data, providing a
potential means of monitoring membrane breakdown. Considering that a number of
drugs currently in
development and in early stage clinical trials aim to reduce apoptosis (4,5),
1H-MRS PUFA measurements may provide an early endpoint for
monitoring therapeutic responses in large-scale clinical trials. Furthermore, 1H-MRS
measurements of lipids may not only help visualize the stage of acute brain
injury, thereby providing a means of directing targeted therapies, but even shed
light on the apparent timing of injury.
Acknowledgements
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