Jordan J. McGing1, Marco Pisa2, Andrew Lockhart2, Kylie Yeung 1,3,4, Aaron Axford1, Rebecca Mills1, Ayaka Shinozaki1,5, Andrew Lewis1, Sarah Birkhoelzer1, Lise Berner3, Fulvio Zaccagna6, Rolf Schulte7, Oliver Rider1, Gabrielle De Luca2, Damian J. Tyler1,5, and James T. Grist1,3
1Oxford Centre for Clinical Magnetic Resonance Research, University of Oxford, Oxford, United Kingdom, 2Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom, 3Department of Radiology, Oxford University Hospitals, Oxford, United Kingdom, 4Department of Oncology, Oxford University Hospitals, Oxford, United Kingdom, 5Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, United Kingdom, 6Department of Radiology, Cambridge University Hospitals, Cambridge, United Kingdom, 7GE Healthcare, Munich, Germany
Synopsis
Keywords: Multiple Sclerosis, Multiple Sclerosis, Hyperpolarized MR (Non-Gas)
Motivation: There remains an absence of imaging modalities capable of probing the neuroinflammatory processes that precede the well-defined brain structural changes in Primary Progressive Multiple Sclerosis (PPMS).
Goal(s): We investigated whether hyperpolarized [1-13C]pyruvate MRI can delineate alterations in cerebral glycolytic and oxidative metabolism between treatment naïve PPMS and healthy volunteers.
Approach: Two treatment naïve PPMS patients and two sex matched healthy volunteers underwent [1-13C]pyruvate MRI to characterise cerebral glycolytic and oxidative metabolism.
Results: A global increase in [1-13C]lactate: [1-13C]pyruvate was found in both PPMS patients relative to sex-matched healthy controls (0.23 ± 0.12 vs 0.16 ± 0.08). The 13C bicarbonate:[1-13C]pyruvate ratio was no different.
Impact: These preliminary findings demonstrate
a global increase in cerebral glycolytic
metabolism in treatment naïve PPMS relative to age and gender matched
healthy controls. This may reflect diffuse neuroinflammatory processes and
suggests [1-13C]pyruvate MRI could be used to monitor disease
activity.
Introduction
Primary
Progressive Multiple Sclerosis (PPMS) is a clinical subtype of MS presenting in
10-15% of patients which is characterised by irreversible accumulation of neurological
symptoms and disability[1]. Conventional MRI
techniques, such as T2 -FLAIR and T1-weighted imaging, enable
the longitudinal quantification of lesion volume, thought to reflect the extent
of focal inflammatory processes, and regional brain volumes, enabling
quantitation of neuronal atrophy. The clinical usefulness of these readouts is
exemplified by their inclusion as secondary endpoints in MS clinical trials[2]. However, they are
limited to enabling the retrospective quantification of gross CNS damage. The
development of imaging modalities capable of detecting inflammatory activity preceding
structural CNS alterations are required to aid the clinical management of PPMS.
Hyperpolarized [1-13C]pyruvate
MRI involves the intravenous administration of a [1-13C]pyruvate bolus to probe
real-time transfer of the 13C label through lactate dehydrogenase (LDH)
and pyruvate dehydrogenase (PDH). The technique has been utilized to probe cerebral
metabolism in healthy volunteers[3], brain tumours
patients[4], healthy ageing[5] and in a murine
model of MS, where increased[1-13C]lactate
production from pro-inflammatory mononuclear phagocytes was reported[6]. Therefore, hyperpolarized
[1-13C]pyruvate
MRI may be useful for probing markers of metabolic dysregulation indicative of immune
activation in PPMS[7]. Methods
Two
treatment naïve male subjects with PPMS (59±3 years) and two sex-matched
healthy volunteers (HV, 66±2 years) were recruited and gave written, informed,
consent to participate in the study, which was approved by a local ethics
committee. Subjects with PPMS
underwent a full clinical assessment prior to imaging (Table 1). All participants were
scanned after intravenous injection of 0.4 ml/kg of 250mM hyperpolarized sodium
[1-13C]pyruvate following polarization for ~4 hours in a SPINLab
hyperpolarizer (GE Healthcare, WI). Images were acquired on a 3T GE Premier (GE
Healthcare, WI) using a dual-tuned 1H/13C birdcage head
coil (Rapid Biomedical, Germany). The imaging protocol included a
spectral-spatial multi-slice spiral sequence (16x16 acquisition matrix, 240x240mm
FOV, eight 20mm slices, 32x32 reconstruction matrix, planned ACPC, Temporal
Resolution=4s) with pyruvate (Flip Angle (FA)py:5o),
lactate (FAlac:15o) and bicarbonate (FAbic:60o)
images acquired.
Clinical imaging, using a 21-channel head and
neck coil, comprised: T1-weighted volumetric pre- and post-contrast
(0.1mL/kg, Dotarem) 3D MPRAGE, T2-FLAIR post contrast, Arterial Spin
Labelling, Susceptibility Weighted, Diffusion Tensor (b=0, 1000, 32 directions),
T2-weighted and Phase Sensitive Inversion Recovery imaging.
The spectral-spatial imaging data was
postprocessed using in-house written MATLAB scripts to generate time-summed
metabolite maps ([1-13C]pyruvate, [1-13C]lactate
and 13C bicarbonate) which were used to calculate metabolite:[1-13C]pyruvate
maps, with histogram analysis performed for ratio maps to provide an indication
of brain glycolytic and oxidative metabolism. All data are presented as Mean±Standard
Deviation. Results
A comprehensive 1H MRI PPMS protocol
reflecting a typical diagnostic work up is shown in Figure 1. Hyperpolarized
[1-13C]pyruvate MRI was successfully acquired in all participants
(N=2 HV and N=2 PPMS). Figure 2 displays an example of global 13C pyruvate
metabolism in the PPMS brain. [1-13C]pyruvate
entry into cerebral circulation and subsequent 13C label exchange through
LDH can be visualised via the [1-13C]lactate
signal across axial brain slices. The oxidative metabolism of [1-13C]pyruvate is
demonstrated by the 13C bicarbonate signal, reflecting [1-13C]pyruvate flux
through PDH. There was a global increase in [1-13C]lactate:[1-13C]pyruvate in both
people with PPMS relative to age- and sex-matched healthy controls (Figure 3) (0.23
± 0.12 vs 0.16 ± 0.08), whereas the 13C bicarbonate:[1-13C]pyruvate ratio, reflecting cerebral oxidative
metabolism, was not different in either person with PPMS relative to their age-
and sex-matched healthy controls (Figure 4.)Discussion
These
preliminary data demonstrate an increased conversion of [1-13C]pyruvate
into [1-13C]lactate in treatment naïve PPMS subjects relative to sex-matched healthy controls. This occurred independently of alterations in
oxidative metabolism, which was maintained in PPMS subjects relative to healthy
volunteers. These findings are in line with increased glycolytic metabolism
reported in brain tumours[4] and in a murine
model of MS, where the elevation in 13C label exchange through LDH was
associated with pro-inflammatory macrophage density[6]. This effect has
also been explored in vitro[8],
in activated cultured T cells[9] and in the heart post-myocardial
infarction, where elevated [1-13C]lactate
was shown to correlate with activated macrophages[10]. This preliminary
data may indicate the ability of hyperpolarized [1-13C]pyruvate MRI to probe aberrant
cerebral metabolism in PPMS resulting from diffuse neuroinflammatory processes
involving glycolytic pro-inflammatory microglia, which is not captured using conventional
1H MRI.Conclusion
Hyperpolarized [1-13C]pyruvate
MRI may enable detection of neuroinflammation in PPMS by probing alterations in
cerebral glycolytic metabolism. Integration of this technique into multi-parametric
clinical imaging workflows may provide complementary metabolic data to aid in clinical
management of PPMS. Acknowledgements
We are grateful for the support of Bristol Myers Squibb Neuroscience and Imaging during this work. References
1.Miller, D.H. and S.M. Leary, Primary-progressive multiple sclerosis. The Lancet Neurology, 2007. 6(10): p. 903-912.
2. Montalban, X., et al., Ocrelizumab versus placebo in primary progressive multiple sclerosis. New England Journal of Medicine, 2017. 376(3): p. 209-220.
3. Grist, J.T., et al., Quantifying normal human brain metabolism using hyperpolarized [1–13C] pyruvate and magnetic resonance imaging. Neuroimage, 2019. 189: p. 171-179.
4.Miloushev, V.Z., et al., Metabolic imaging of the human brain with hyperpolarized 13C pyruvate demonstrates 13C lactate production in brain tumor patients. Cancer research, 2018. 78(14): p. 3755-3760.
5. Uthayakumar, B., et al., Age‐associated change in pyruvate metabolism investigated with hyperpolarized 13C‐MRI of the human brain. Human Brain Mapping, 2023.
6. Guglielmetti, C., et al., Hyperpolarized 13C MR metabolic imaging can detect neuroinflammation in vivo in a multiple sclerosis murine model. Proceedings of the National Academy of Sciences, 2017. 114(33): p. E6982-E6991.
7. Anderson, S., et al., Hyperpolarized 13C magnetic resonance imaging for noninvasive assessment of tissue inflammation. NMR in Biomedicine, 2021. 34(3): p. e4460.
8. Grist, J.T., et al., Extracellular lactate: a novel measure of T cell proliferation. The Journal of Immunology, 2018. 200(3): p. 1220-1226.
9.Can, E., et al., Noninvasive rapid detection of metabolic adaptation in activated human T lymphocytes by hyperpolarized 13C magnetic resonance. Scientific reports, 2020. 10(1): p. 200.
10.Lewis, A.J., et al., Noninvasive immunometabolic cardiac inflammation imaging using hyperpolarized magnetic resonance. Circulation research, 2018. 122(8): p. 1084-1093.