Ferenc E. Mozes1, Emmanuel A. Selvaraj1, Michael Pavlides1,2, Matthew D. Robson1,3, and Elizabeth M. Tunnicliffe1
1OCMR, RDM Cardiovascular Medicine, University of Oxford, Oxford, United Kingdom, 2Translational Gastroenterology Unit, University of Oxford, Oxford, United Kingdom, 3Perspectum Diagnostics Ltd., Oxford, United Kingdom
Synopsis
Non-alcoholic fatty
liver disease is on the rise and liver biopsies used to diagnose it need to be
replaced by non-invasive methods such as T1 mapping. Guidance for
MRI scans allow for free water consumption before scans, increasing measurement
variability. We therefore aimed to assess the effect of hydration on liver T1
by acquiring serial shMOLLI T1 maps after participants drank 1 litre
of isotonic water. As water passed through the stomach and small intestines it
first reached the portal circulation and later the systemic circulation,
causing an increase in liver T1 followed by an increase in spinal
muscle T1.
Introduction
Non-alcoholic fatty liver disease (NAFLD) has a wide
prevalence both in Western countries and worldwide (1). While it can be asymptomatic for a long time and
never progress to more severe stages, its natural progression may lead to
cirrhosis, liver failure, and hepatocellular carcinoma. The reference standard
for diagnosing NAFLD is liver biopsy (2) which is invasive and carries a risk of
complications (3). Non-invasive imaging biomarkers, such as T1
mapping are emerging as potential alternatives to liver biopsy in staging liver
fibrosis and disease activity in NAFLD (4). However, T1 mapping is confounded
by a number of factors related to disease (iron concentration (5), fat fraction (6)), technical limitations (B0
inhomogeneities (7)) and diurnal physiological changes in the liver
(glycogen concentration (8)). Current guidance for liver T1
mapping scans can allow free consumption of water before the examination; brain
T1 has been shown to depend on hydration status (9). We therefore aimed to explore the dynamic response
of liver T1 to fluid consumption.Methods
Six healthy volunteers (1 female,
mean age: 30±3
years) had shMOLLI T1 (10)
maps collected on a 3 T Siemens Prisma scanner (Erlangen, Germany). Participants
underwent 4 hours of food fasting and 1 hour of water fasting prior to the study.
After baseline measurements had been acquired, participants were taken out of
the scanner and asked to drink 1 litre of isotonic water, then they returned to the
scanner where serial T1 measurements were carried out every 5
minutes for at least 1 hour. T1 values of the liver and spinal
erector muscles were recorded to assess the effect of hydration through the
portal circulation and the systemic circulation. Paired t-tests were used to
compare shMOLLI T1 values before and after water ingestion (at the
peak of the T1 response). Liver and muscle were modelled as a
first-order system. The ingested water passing through the stomach, absorbed in
the small intestines and parts of it released in the portal circulation was
considered as a pulse input function (Figure 1). In this case the time response
of the liver in T1 is described by: $$T_1(t)=K_l(1-e^{-\frac{t-\delta}{\tau_l}})u(t-\delta)-K_l(1-e^{-\frac{t-\delta-\Delta}{\tau_l}})u(t-\delta-\Delta)+T_{1,0}$$
where u(t) is the Heaviside step
function. The acquired T1 time series were fitted to this equation
to determine Kl (a gain factor related to the magnitude of the T1
change), $$$\tau_l$$$ (the time constant of the liver, determining the rate of water uptake), $$$\delta$$$ (the delay between
ingesting the water and the initial upslope in T1), $$$\Delta$$$ (the length of the pulse
input) and T1,0 (the T1 of the liver in the absence of
the water input). The time response of muscle T1 to a
half-trapezoidal input function through the systemic circulation was: $$T_1(t)=K_m(\tau_m-t-\tau_me^{-\frac{t-\delta_1}{\tau_m}}+\delta_1)u(t-\delta_1)-K_m(\tau_m-t-\tau_me^{-\frac{t-\delta_2}{\tau_m}}+\delta_2)u(t-\delta_2)+T_{1,0}$$ Muscle T1 values were fitted to this
equation to determine Km, $$$\tau_m$$$, $$$\delta_1$$$ (delay
between ingesting the water and the initial upslope in muscle T1) and $$$\delta_2$$$ (duration
of the upslope).Results
All subjects consumed the litre of
fluid within 4 minutes. Figure 2 shows the time evolution of liver and muscle T1
in one participant. An increase in liver T1 from baseline was
observed in all participants after water ingestion (p=0.003). Mean baseline liver
T1 was 651±65 ms (range: 575-724 ms), mean time constant was 25±15
minutes (range 4-39 minutes), mean pulse length was 26±7
minutes (range: 17-34 minutes) and mean initial delay time was 10±6
minutes (range: 3.3-19 minutes). Figure 3 summarises the models
derived for all participants.
Liver T1 peaked at 36±5
minutes on average (range: 27 to 39 minutes) reflecting an observed average
increase of 67±30 ms.
Mean
baseline muscle T1 was 1012±36 ms (range: 968-1062 ms), mean time
constant was 5±8 minutes (range: 0.06 - 21 minutes), mean delay until upslope
in T1 was 19±8 minutes (range: 7-29 minutes) and mean upslope
duration was 36±20 minutes (range: 9-68 minutes).Discussion and conclusion
We have shown that liver T1
increased after the administration of 1 litre of isotonic water in fasting
participants. Water absorbed by the small intestines entered the portal
circulation first, increasing the extracellular water volume of the liver
before it reached the systemic circulation – as suggested by the longer upslope
delay and duration of muscle T1. The variability observed in the
delay times of the model may be explained by the gut’s contribution to reaching
water homeostasis. This model of the liver’s dynamic response to fluid intake could
be useful in the determination of the timing of future metabolic experiments.
Our measurements captured the
transient changes in the liver as they would naturally occur in participants of
clinical liver MRI studies who are allowed to freely consume water prior to
their scans. In addition, it is possible that NAFLD patients who have undergone
bariatric surgery will have different rates of gastric emptying affecting the
time of water release from the gut, and ultimately resulting a different liver
T1 evolution than it was found in healthy volunteers. Based on this
assumption and the fact that the magnitude of observed T1 changes is
comparable to an increase in T1 due to an increase of an Ishak
fibrosis stage (5),
clear fasting instructions for liver MRI study participants will ensure
reproducible measurements.Acknowledgements
No acknowledgement found.References
1.
Younossi ZM, Koenig AB, Abdelatif D, Fazel Y, Henry L, Wymer M: Global
epidemiology of nonalcoholic fatty liver disease—Meta-analytic assessment of
prevalence, incidence, and outcomes. J Hepatol 2016; 64:73–84.
2.
European Association for the Study of the Liver (EASL) EA for the S of D
(EASD), EA for the S of O (EASO), European Association for the Study of
Diabetes (EASD), European Association for the Study of Obesity (EASO):
EASL-EASD-EASO Clinical Practice Guidelines for the Management of Non-Alcoholic
Fatty Liver Disease. Obes Facts 2016; 9:65–90.
3.
Thampanitchawong P, Piratvisuth T: Liver biopsy: complications and risk
factors. World J Gastroenterol 1999; 5:301–304.
4.
Banerjee R, Pavlides M, Tunnicliffe EM, et al.: Multiparametric magnetic
resonance for the non-invasive diagnosis of liver disease. J Hepatol
2014; 60:69–77.
5.
Tunnicliffe EM, Banerjee R, Pavlides M, Neubauer S, Robson MD: A model for
hepatic fibrosis: the competing effects of cell loss and iron on shortened
modified Look-Locker inversion recovery T1 (shMOLLI-T1) in the liver. J Magn
Reson Imaging 2017; 45:450–462.
6.
Mozes FE, Tunnicliffe EM, Pavlides M, Robson MD: Influence of fat on liver T1
measurements using modified Look-Locker inversion recovery (MOLLI) methods at
3T. J Magn Reson Imaging 2016; 44:105–111.
7.
Kellman P, Herzka D a, Arai AE, Hansen MS: Influence of Off-resonance in
myocardial T1-mapping using SSFP based MOLLI method. J Cardiovasc Magn Reson
2013; 15:63.
8.
Mozes FE, Tunnicliffe EM, Pavlides M, Robson MD: The influence of glycogen on
shortened modified Look-Locker inversion recovery (shMOLLI) T1 maps of the
liver. In Proc Intl Soc Mag Reson Med 262; 2018:2613.
9.
Meyers SM, Tam R, Lee JS, et al.: Does hydration status affect MRI measures of
brain volume or water content? J Magn Reson Imaging 2016; 44:296–304.
10. Piechnik SK, Ferreira VM,
Dall’Armellina E, et al.: Shortened Modified Look-Locker Inversion recovery
(ShMOLLI) for clinical myocardial T1-mapping at 1.5 and 3 T within a 9
heartbeat breathhold. J Cardiovasc Magn Reson 2010; 12:69.