Marlena Rohm1,2, Gabriele Russo3,4, Xavier Helluy3,5, Martijn Froeling6, Denise Manahan-Vaughan3, Matthias Vorgerd1,2, and Lara Schlaffke1
1Department of Neurology, BG-University Hospital Bergmannsheil gGmbH, Bochum, Germany, 2BG-University Hospital Bergmannsheil gGmbH, Heimer Institute for Muscle Research, Bochum, Germany, 3Department of Neurophysiology, Ruhr-University Bochum, Bochum, Germany, 4International Graduate School of Neuroscience, Ruhr-University Bochum, Bochum, Germany, 5Department of Biopsychology, Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr-University Bochum, Bochum, Germany, 6Department of Radiology, University Medical Centre Utrecht, Utrecht, Netherlands
Synopsis
Keywords: Muscle, Translational Studies, Longitudinal Studies
In Pompe disease a mutation in the alpha-glucosidase gene
leads to accumulation of glycogen and autophagosomes. Previously, we reported changes in diffusion in patient muscles. To identify histopathological
correlations, the quantitative MRI protocol was translated to a mouse model,
using DTI sequences in a monthly interval to scan the hind limb of pre-symptomatic
mice. Subsequently, immunofluorescence stainings and glycogen assay were
carried out to correlate glycogen accumulation and autophagic buildup with
diffusion changes. No fat-infiltration was detected, while FA increases
significantly compared to wildtype. Changes in diffusion parameters were correlated to autophagic buildup but did not correlate with glycogen accumulations.
Introduction
Pompe disease (glycogen storage disease type II) is a
rare genetic neuromuscular disease caused by a mutation in the lysosomal
α-Glucosidase (GAA). The lack of GAA (IOPD; infantile/early onset of disease)
or diminished presence of GAA (LOPD; late onset of disease) leads to progressive
accumulation of lysosomal glycogen and autophagosomes in heart and skeletal
muscle, causing patients to suffer from muscular weakness and subsequent fat infiltration. Quantitative MR imaging was able to show diffusion alterations in
LOPD patients non-invasively, in muscles that are not yet fat-infiltrated (Rehmann et al., 2020). The Gaa6neo/6neo mouse is a model for
IOPD, due to the knock-out of GAA, as well as LOPD, due to late onset of
symptoms, which occur around the age of 8 months (Raben et al., 1998). Using this
mouse model allows to analyze therapy-naïve or pre-symptomatic muscle, but also
examine the progress in a longitudinal study. In this study, the left hind limb
of young Pompe and wildtype mice were scanned in a monthly interval for seven
months before the clinically described phenotype is fully developed. In addition,
histological stainings were carried out to find out if progressive
accumulations are correlated to structural changes revealed by alterations in diffusion
in muscle.Methods
From the age of
one month (timepoint 0, t0) three GAA6neo/6neo (Pompe) and three wildtype mice were scanned in
monthly intervals until the clinical phase at the age of 8 month (timepoint 7,
t7). For every timepoint, another group of three Pompe and three wildtype mice
were scanned and sacrificed afterwards for histological analysis.
The scanning
protocol included a Multiple Gradient Echo (MGE) sequence (TE: 10 x Δ 1,904 ms),
to allow a multi-Point Dixon for voxelwise quantification of fat and water and a
diffusion weighted sequence (DTI) using a multishell Stejskal–Tanner sequence
with single-shot EPI readouts. Diffusion data were analyzed analogous to human patient
data (Rehmann
et al., 2020), including correction for motion and
eddy currents and considering the IVIM (De
Luca, Bertoldo and Froeling, 2017). Data processing and calculation of
fat fractions was performed using QMRITools (github.com/mfroeling/QMRITools). Exemplary images of the upper leg can be seen in Figure 1. Immunofluorescence
and glycogen assay were done at three timepoints (three mice each group and
each timepoint, t0, t1 and t7). As marker for autophagy LC3 and p62 were
stained, while LAMP1 was stained as a lysosomal marker. Positive staining was
automatically detected with cellpose (Stringer
et al., 2020, version 2.0) and evaluated with Fiji (Schindelin
et al., 2012, version 2.35). Multivariate analysis and t-tests on diffusion data was calculated with python package statsmodel (Seabold
and Perktold, 2010, version 0.13.2).Results
qMRI
results in the hind limb of the Pompe mouse show no fat infiltration, while
diffusion in the quadriceps differs significantly from the age of 2 months
(t1). The fractional anisotropy (FA) shows a significant increase, mean
diffusion (MD) and radial diffusion (RD) show a significant decrease (see
Figure 1) over the time period of 7 months as compared to the wildtype mice.
Autophagic markers, p62 and LC3, show
a buildup in accumulation comparing t0, t1 and t7 (see Figure 2). LAMP1, as a
lysosomal marker, is vastly present in all three timepoints Glycogen is
significantly higher in the Pompe mice compared to wildtype from the age of t0
and consistent over the disease progression. A preliminary counting of positive
staining is shown in Figure 3.Discussion
Diffusion changes
in the hind limb of the Pompe mouse is obvious from the age of two months, previous
to the evident onset of clinical symptoms (Raben
et al., 1998). While those reduced diffusion was reported previously in adult patients, here we showed that these changes occur independent
of fat infiltration, and therefore provide an early marker of disease
progression (Rehmann et al.,2020). Autophagic build up is increasing over the course of disease,
while glycogen and lysosomal accumulation are already prominent from the age of
one month. The increase of LC3 and p62 present a possible explanation for
changes in diffusion parameter by autophagosomes accumulating in the cell and therefore
hindering diffusion. While there is no significant difference in diffusion parameter
at the age of one month (t0) the already prominent glycogen and lysosomal
accumulation does not influence diffusion.Conclusion
Even before the
development of symptoms, there are architectural changes that correlate with
progressive accumulation of autophagosomes. Non-invasive quantitative MRI could
be a tool to not only show early disease progression but also monitor
therapeutical trials.Acknowledgements
No acknowledgement found.References
De Luca, A., Bertoldo, A. and Froeling, M. (2017) ‘Effects of
perfusion on DTI and DKI estimates in the skeletal muscle’, Magnetic
Resonance in Medicine, 78(1), pp. 233–246. doi: 10.1002/mrm.26373.
Raben, N. et al. (1998) ‘Targeted Disruption of the Acid α-Glucosidase
Gene in Mice Causes an Illness with Critical Features of Both Infantile and
Adult Human Glycogen Storage Disease Type II’, Journal of Biological
Chemistry, 273(30), pp. 19086–19092. doi: 10.1074/JBC.273.30.19086.
Rehmann, R. et al. (2020) ‘Diffusion tensor imaging reveals changes
in non-fat infiltrated muscles in late onset Pompe disease’, Muscle and
Nerve, 62(4), pp. 541–549. doi: 10.1002/mus.27021.
Schindelin, J. et al. (2012) ‘Fiji: An open-source platform for
biological-image analysis’, Nature Methods, 9(7), pp. 676–682. doi:
10.1038/NMETH.2019.
Seabold, S. and Perktold, J. (2010) ‘Statsmodels: Econometric and
Statistical Modeling with Python’, PROC. OF THE 9th PYTHON IN SCIENCE CONF.
Available at: http://statsmodels.sourceforge.net/ (Accessed: 20 October 2022).
Stringer, C. et al. (2020) ‘Cellpose: a generalist algorithm for
cellular segmentation’, Nature Methods 2020 18:1, 18(1), pp. 100–106.
doi: 10.1038/s41592-020-01018-x.