Stephen Bawden1,2, Bernard Lanz3, Peter E Thelwall4, Guruprasad P Aithal2, and Penny Gowland1
1Sir Peter Mansfield Imaging Centre, School of Physics and Astronomy, University of Nottingham, Nottingham, United Kingdom, 2NIHR Nottingham Biomedical Research Centre, Nottingham University hospitals NHS trust and the University of Nottingham, University of Nottingham, Nottingham, United Kingdom, 3Sir Peter Mansfield Imaging Centre, School of Medicine, University of Nottingham, Nottingham, United Kingdom, 4Translational and Clinical Research Institute, Newcastle University, Newcastle, United Kingdom
Synopsis
Oxidative
stress plays a central role in the development of both acute and chronic liver
injury, with glutathione being the primary anti-oxidant. This study develops a method of measuring glycine to glutathione flux in vivo using 13C MRS and a novel labelling strategy. Quantification of [2-13C] glycine and [2-13C] glutathione concentrations following glycine ingestion show that the protocol used in this study does successfully enrich the glutathione pool and confirm the assumptions of the metabolic model proposed. This provides a powerful methodology to investigate oxidative stress in patient populations and in response to drug intervention.
Introduction
Oxidative stress plays a central role in the development of both
acute and chronic liver injury [1].
Glutathione is an endogenous anti-oxidant in the liver and the rate it is
replenished determines the degree of injury, its potential to progress and
final outcomes [2].
Magnetic Resonance provides the only non-invasive techniques available for measuring
hepatic mitochondrial function in vivo [3].
In previous work, a novel 13C labelling
strategy using glycine was proposed as a method of measuring glutathione
production in the liver [4].
In this study, we extended previous work [5]
by developing a method to quantify in vivo concentrations and a robust
model of glycine to glutathione flux rates. Results are compared in a
test-retest protocol. Methods
Test day protocol: Eight healthy male participants were scanned
on two visits (>7 day wash out period between). During test days, participants
were given a [2-13C] glycine solution (99% labelled, 4g in 50ml
water) at t=0 mins and every 30 minutes following for 6 doses. At baseline, and
following each dose, 13C MRS was acquired and blood samples were taken to
measure 13C glycine enrichment.
MR Protocol: All
spectra were acquired on a Philips Achieva 3T using a Pulseteq 12cm single loop
13C surface coil with quadrature decoupling [6].
A 13C Urea reference sample was attached at the coil centre. Initial scout
images were acquired to confirm correct coil placement and measure relative
liver-to-coil positioning, followed by 13C MRS acquisition (adiabatic pulse-acquire,104
averages,512 datapoints,TR=5500ms,total scan time ~10 minutes,narrow band
decoupling [5]).
Quantification Development: To quantify 13C
concentrations, an average human sized liver phantom was produced (1.1 litres,
plastic mould) and filled with a [2-13C] glycine solution (13 mmol/l).
Spectra were acquired using in vivo protocol whilst the phantom was systematically
repositioned.
MRS Analysis and Quantification: All spectra were
phase corrected and fitted to Gaussians to estimate peak areas (Matlab). Scout
images were used to measure the distance from the reference sample (coil
centre) to (1) the liver edge in AP direction; and (2) the top of the phantom/liver
(at the liver-lung boundary) in the FH direction. Peak areas were scaled to the
reference peak, plotted against distance in the AP and FH directions and fitted
to produce curves of signal change with distance (normalized to maximum signal).
The final concentration calculation was modified to include distance correction
factors:
Lglycine=kAP kFH(Rliver/Rphantom)Phglycine
were Lglycine and Phglycine are the concentrations in liver and phantom; Rliver and Rphantom are the MRS glycine-to-reference peak ratios
in the liver and phantom; and kAP and kFH are the coil-to-liver correction factors in
the AP and FL directions.
The final concentration values were plotted against time and
the linear gradient of glutathione concentration was calculated from t=0 to
t=135 mins. The participant CV% were also calculated and compared.Results
Figure 1 shows the change in phantom signal as the
coil-to-phantom distance was changed.
The participants change in [2-13C] glycine and
[2-13C] glutathione concentration is shown in figures 2-3. Blood
glycine levels rose from 0.33±0.07mmol/l at baseline to 1.37±0.27mmol/l at t=180 mins and reduced back to 0.76±0.33mmol/l by t=360 mins. Blood
13C glycine enrichment levels reached a maximum of 79±5%.
The peak hepatic [2-13C] glycine concentration across
participants was 15±3mmol/l and 16±5mmol/l for visit 1 and 2 respectively, and
the peak [2-13C] glutathione concentration was 3.5±0.5mmol/l and 3.6±0.8mmol/l for visits 1 and 2 respectively. Participant variabilities are shown in figure 4.
Without correcting for coil-to-liver distance, the between participant coefficient
of variation increased (peak GlutathioneUNCORRECTED CV%=21 and 30%; peak
GlycineUNCORRECTED CV%=24 and 31% for visit 1 and 2 respectively) Discussion
This study describes in vivo quantification of
hepatic glycine-to-glutathione synthesis. The coil-to-liver distance had a
significant effect on final values. Future studies should account for this,
especially with expected variability in patient geometries (e.g. subcutaneous
fat).
Baseline blood glycine concentrations were similar to expected
values (Human Metabolite Data Base, https://hmdb.ca/metabolites/HMDB0000123) and
rose by a factor >4, leading to an enrichment of ~80%. This is consistent
with the high hepatic [2-13C] glycine concentrations observed
(up to 15 ±
3 mmol/l), which were ~10 times larger than physiological concentrations
reported elsewhere [7]
implying that this test-day protocol does indeed flood the hepatic glycine pool
as intended. This also suggests a very high fractional enrichment of 13C
glutathione in the liver was achieved due to the higher dosing compared to a
previous pilot study (3g x 4) [4].
In contrast, the maximum enriched [2-13C]
glutathione concentrations were similar to average physiological hepatic
glutathione levels [8].
Glutathione synthesis is catalysed by two enzymes, with Glutamate Cysteine
Ligase (GCL) thought to be rate limiting so that the flux rate is not dependent
on glycine concentration (figure 5). The observation in this study of high
glycine concentrations but physiological glutathione levels confirm the assumptions
of this metabolic model.
The gradient of glutathione synthesis with time had a much
lower variability within participants compared to between participants, indicating
that glutathione flux rates measured using this technique are repeatable and
provide a reliable means to measure oxidative stress. This can be used in
future studies to model metabolic flux in different patient groups and to
investigate the effects of drug intervention.Acknowledgements
No acknowledgement found.References
1. Cichoz-Lach, H. and A. Michalak, Oxidative stress as a crucial factor in
liver diseases. World Journal of Gastroenterology, 2014. 20(25): p. 8082-8091.
2. Vairetti, M., et al., Changes in Glutathione Content in Liver
Diseases: An Update. Antioxidants, 2021. 10(3).
3. Befroy, D.E., et al., Direct assessment of hepatic mitochondrial
oxidative and anaplerotic fluxes in humans using dynamic 13C magnetic resonance
spectroscopy. Nat Med, 2014. 20(1):
p. 98-102.
4. Skamarauskas, J.T., et al., Noninvasive In Vivo Magnetic Resonance
Measures of Glutathione Synthesis in Human and Rat Liver as an Oxidative Stress
Biomarker. Hepatology, 2014. 59(6):
p. 2321-2330.
5. Bawden, S.J., et al., MRS measurements of [2-13C] glycine
conversion to glutathione in the liver: A new method of measuring hepatic
oxidative stress defences in vivo. Proceedings 25th Scientific Meeting of
the ISMRM, Honolulu, 2017.
6. Bawden, S., et al., Increased liver fat and glycogen stores
following high compared with low glycaemic index food: a randomized cross over
study. Diabetes Obes Metab, 2016.
7. Barle, H., et al., The concentrations of free amino acids in
human liver tissue obtained during laparoscopic surgery. Clinical
Physiology, 1996. 16(3): p. 217-227.
8. Jewell, S.A., et
al., Decreased Hepatic Glutathione in
Chronic-Alcoholic Patients. Journal of Hepatology, 1986. 3(1): p. 1-6.