Christopher B Miller1, Caroline D Rae2, Michael Green2, Brendon Yee1,3, Christopher J Gordon1,4, Nathaniel S Marshall1, Simon D Kyle5, Colin A Espie5, Ronald R Grunstein1, and Delwyn J Bartlett1
1NeuroSleep and Woolcock Institute of Medical Research, The University of Sydney, Sydney, Australia, 2The University of New South Wales, Randwick, Australia, 33 Department of Respiratory and Sleep Medicine, RPAH, Sydney, Australia, 4Sydney Nursing School, Sydney, Australia, 5Nuffield Department of Clinical Neurosciences and Sleep & Circadian Neuroscience Institute, The University of Oxford, Oxford, United Kingdom
Synopsis
We investigated 31 subjects with
Insomnia Disorder grouped by hierarchical cluster analysis into long (N = 19) or
short (N = 12) sleep duration insomnia and 16 healthy, good sleeping controls
using an aymmetric PRESS MRS sequence at 3T in the left occipital cortex. A
super metabolite variable constructed from creatine, Asp, Glu and Gln separated
short sleeping insomnia from long sleeping and controls, positively correlated with total sleep
duration and negatively with wake-time after sleep onset. Short sleep is associated
with reduced creatine concentration.Introduction
Insomnia
is heterogeneous disorder associated with impaired GABA/Creatine concentrations
[1]; however the direction of the association relative to healthy good sleeping
controls (GSC) is unclear [2]. From an overnight sleep study, two discrete objective groups
of insomnia have been proposed: short (SSI) and long (LSI) sleep duration insomnia.
The SSI group is more severe with associations to a range of adverse health
outcomes [3]. Our aim was to evaluate Creatine and closely coupled
measures of brain metabolism (Aspartate, Glutamate and Glutamine) between SSI
and LSI patients in the left occipital cortex (LOCC), a group of GSC serve as a
comparison.
Methods
Patients
with Insomnia Disorder (n=31) completed
an overnight assessment only and hierarchical cluster analysis empirically
grouped patients into either SSI (n=12)
or LSI (n=19). Two weeks later, patients
and GSC (n=16) underwent
1H Magnetic Resonance Spectroscopy (MRS) with an asymmetric
PRESS (A-PRESS) sequence for resolution in the LOCC at 3T (Achieva TX, Philips,
Best, The Netherlands) using a 32 channel head coil. Spectra were fitted using
jMRUI (v 4, build 162) using the QUEST algorithm [4] with metabolite basis sets
simulated for the appropriate sequence timings using NMRSCOPE. Standard
deviations estimated by jMRUI of the estimate for each metabolite were obtained
for each fit.
Results
MANCOVA
revealed a statistically significant effect of group (Wilks’ λ (.652), F(8, 74) = 2.21; p =.036; partial η2 = .193. Follow-up univariate analyses (Fig. 1) revealed differences
for Creatine - lower in the SSI
relative to GSC (p <.05, d = 0.75) and LSI groups (p =.05, d = 0.58). Aspartate displayed a trend also in SSI (lower) compared to LSI (p =.08, d = 0.80). The 4 coupled metabolites (Creatine, Aspartate,
Glutamate and Glutamine) formed a single super metabolite variable (SMV) from
the raw canonical coefficients (ws) of the MANCOVA. ANCOVA of
the SMV was highly significant (F(2,
40) = 9.72, p <.001; partial η2 =
.327) with Bonferroni comparisons revealing differences between LSI vs. SSI (p <.001, d = 1.41) and SSI vs. Controls (p
<.01, d = 1.22; Fig. 2). SMV was
positively correlated with total sleep duration (r
2 = .31, p
<.01, Fig. 3) and negatively correlated with wake-time after sleep onset (r
2 = -.15, p <.01). No overall differences were
found between Insomnia Disorder and GSC (Wilks’ λ (.943), F(4,
38) = .579; p =.680; partial η2 =
.057).
Discussion
These
findings indicate that severe SSI is associated with reduced creatine
concentrations in the LOOC relative to both LSI and GSC. No overall differences
were found between heterogeneous Insomnia Disorder and GSC. Creatine and
closely coupled metabolites combined into a single MCV can discriminate SSI
from LSI and GSC groups. Impaired metabolism is significantly correlated with
objective insomnia severity (sleep duration and wake-time after sleep onset).
Acknowledgements
This
research was supported by the National Health and Medical Research Council
(NHMRC, Australia) Centre for Integrated Research Understanding of Sleep
(CIRUS), 571421; NeuroSleep 1060992 and the Cooperative Research Centre for
Alertness, Safety and Productivity, Australian Commonwealth Government.References
1. Winkelman,
J. W., Buxton, O. M., Jensen, J. E., Benson, K. L., O'Connor, S. P., Wang, W.,
& Renshaw, P. F. (2008). Reduced brain GABA in primary insomnia:
preliminary data from 4T proton magnetic resonance spectroscopy (1H-MRS).
Sleep, 31(11), 1499.
2. Spiegelhalder,
K., Regen, W., Baglioni, C., Nissen, C., Riemann, D., & Kyle, S. D. (2015).
Neuroimaging Insights into Insomnia. Current neurology and neuroscience
reports, 15(3), 1-7.
3. Vgontzas,
A. N., Fernandez-Mendoza, J., Liao, D., & Bixler, E. O. (2013). Insomnia
with objective short sleep duration: the most biologically severe phenotype of
the disorder. Sleep medicine reviews, 17(4), 241-254.
4. Ratiney,
H, Sdika, M, Coenradie, Y et al., NMR in Biomed, 2005. 18: 1-13.