Sensorimotor cortex neurometabolite levels as correlate of motor performance in normal aging: evidence from a 1H-MRS study
Introduction
Normal aging is associated with gradual alterations in structural and neurochemical characteristics of the brain, the latter of which can be assessed in-vivo by the application of proton-magnetic resonance spectroscopy (1H-MRS). Changes in the regional levels of N-acetylaspartate (NAA), choline (Cho), myo-inositol (mI), gamma-aminobutyric acid (GABA), and glutamate-glutamine complex (Glx) have been identified as potential biomarkers of disease progression in neurodegenerative disorders and dementia (Ben Salem et al., 2008; Block et al., 1998; Bonneville et al., 2002; Ding et al., 2008; Duarte et al., 2012; Kalra et al., 2006; Kantarci et al., 2007; Weerasekera et al., 2018; Zanigni et al., 2015). In healthy human volunteers, in-vivo quantification of brain neurometabolites with 1H-MRS typically shows age-related declines in regional levels of multiple neurometabolites, including NAA, Glx, creatine + phosphocreatine (Cr), and GABA and increases in the levels of Cho and mI (Boumezbeur et al., 2010; Ding et al., 2016; Gao et al., 2013; Grachev and Apkarian, 2001; Grachev et al., 2001; Haga et al., 2009; Hermans et al., 2018a; Maes et al., 2017; Porges et al., 2017; Valenzuela et al., 2000; Zahr et al., 2013). These alterations may play a pivotal role as mediators of progressive performance declines observed during aging in an apparently healthy population.
Considering that neurochemical alterations could be indicative of neurodegenerative processes at the neuronal network levels, one would expect to find an association between age-related changes in the regional levels of GABA, NAA, Cho, mI, and Glx (among other neurochemicals and/or neurotransmitters) and degraded motor performance (Zahr et al., 2013; Hermans et al., 2018b). However, very little attention has been paid so far to the age-related declines in motor functioning, and in complex motor tasks (e.g., bimanual coordination) in particular. The current study will address this critical knowledge gap by examining the associations between age-related changes in the integrity of neurochemical systems in the left primary sensorimotor (SM1) and occipital (OCC) cortical regions and performance changes across two specific bimanual tasks: a visuomotor bimanual coordination task (BCT) and bimanual Purdue pegboard task (PPT). Both tasks are useful for studying the associations between neurodegenerative changes in the aging brain and performance changes that could be attributed to suboptimal operation of the cortical visuomotor network underlying bimanual coordination (Fujiyama et al., 2016; King et al., 2017; Serbruyns et al., 2015; Sisti et al., 2011). The SM1 and OCC were selected on the basis of previous task-related fMRI studies on bimanual tracking tasks under visual guidance (e.g., Beets et al., 2015; Santos Monteiro et al., 2017), showing that both regions are principal nodes of the sensorimotor system supporting visuomotor control.
In an early study of our group using a variant of the BCT (Fujiyama et al., 2016), we demonstrated that older adults who showed performance declines in more difficult bimanual conditions also showed a decreased ability to regulate the interaction between dorsolateral prefrontal cortex and the primary motor cortex (M1). In line with these findings, we expected that (1) lower Glx levels in the sensorimotor voxel will be related to decreased performance on BCT as both excitatory and inhibitory interactions between M1 and other brain regions are expected to rely primarily on activation of glutamatergic transmission (Chen, 2004; Levin et al., 2014; Liuzzi et al., 2010; Perez and Cohen, 2008). In addition, we expected that (2) age-related performance declines in BCT (and bimanual PPT) will be related to decreases in the level of NAA, which is generally considered to be associated with GM loss (Ding et al., 2016) and WM microstructural declines (Grossman et al., 2015; Wijtenburg et al., 2013) that may hinder bimanual control. Finally, we expected that (3) higher levels of Cho and mI would be related to poorer performance on both tasks, since increased concentrations of these metabolites have been associated with cerebral infarction under various neuropathological conditions or diseases (Soares and Law, 2009). However, there is a certain degree of controversy in the literature regarding the effects of normal healthy aging on mI and Cho concentrations (Cichocka and Bereś, 2018; Cleeland et al., 2019). Therefore, it was not possible to form clear hypotheses about the nature of the relationship between age-related changes in regional concentrations of mI or Cho and performance on the two bimanual tasks.
Section snippets
Participants
We included 106 healthy, right-handed (Oldfield, 1971) adults (age range 20.0–74.5 years, 49 women) that were from the same pool of participants as in King et al. (2017). All participants had no past or present history of neurological or psychiatric disorders, no contra-indications for magnetic resonance imaging (as indicated in the guidelines of the University Hospital Leuven), normal or corrected to normal vision, and reported no consumption of psychoactive medications at the time of the
Age-related bimanual performance declines
Our observations revealed significant negative correlations between age and performance on both bimanual tasks, indicating a general decline in coordination abilities with age. Fig. 2A shows the correlation between age and performance scores on the PPT (r = −0.51; p < 0.001) and Fig. 2B shows the correlation between age and performance scores on the BCT (r = - 0.73; p < 0.001). Finally, the BCT performance scores positively correlated with the performance scores obtained on the PPT (r = 0.38;
Discussion
The main objective of the current study was to correlate neurometabolite and behavioral changes in a lifespan cohort. Our findings provide novel evidence that neurometabolic changes in the aging left sensorimotor cortex (SM1) are associated with age-related declines in bimanual coordination skills. A first major observation was that (tissue-corrected) levels of multiple neurometabolites in both the left sensorimotor and occipital regions of the healthy human brain decreased significantly with
Conclusions
We have shown that levels of multiple neurometabolites in both SM1 and OCC regions of the healthy human brain decrease significantly with age and that lower NAA levels in the left SM1 are associated with age-related declines in bimanual performance. Given that NAA may reflect neurodegenerative processes related to alterations in WM microstructure, these findings highlight the necessity to make use of multi-parametric MR imaging approaches to reveal interactions between brain structure,
Disclosure statement
The authors disclose no conflicts of interest.
Acknowledgements
This work was supported by the KU Leuven Special Research Fund (grant C16/15/070), the Research Foundation – Flanders (FWO; G.089818N), the Excellence of Science grant (EOS, 30446199, MEMODYN), and the Francqui Foundation awarded to SPS and coworkers. AW and UH acknowledge financial support by the EC-FP7 MC ITN ’TRANSACT’ 2012 (No. 316679) and the KU Leuven program financing ‘IMIR’ (PF10/017). BRK acknowledges financial support by European Union’s Horizon 2020 research and innovation programme
References (72)
- et al.
Brain flexibility and balance and gait performances mark morphological and metabolic abnormalities in the elderly
J. Clin. Neurosci.
(2008) - et al.
From fetus to older age: a review of brain metabolic changes across the lifespan
Ageing Res. Rev.
(2018) - et al.
Neurochemical changes in the aging brain: a systematic review
Neurosci. Biobehav. Rev.
(2019) - et al.
Physiological neuronal decline in healthy aging human brain - an in vivo study with MRI and short echo-time whole-brain1H MR spectroscopic imaging
Neuroimage
(2016) - et al.
The neurochemical profile quantified by in vivo 1H NMR spectroscopy
Neuroimage
(2012) - et al.
Magnetic resonance spectroscopy detects an age-related decline in brain GABA levels
Neuroimage
(2013) - et al.
Individual differences in GABA content are reliable but are not uniform across the human cortex
Neuroimage
(2016) - et al.
Chemical network of the living human brain: evidence of reorganization with aging
Cogn. Brain Res.
(2001) - et al.
N-acetyl-aspartate levels correlate with intra-axonal compartment parameters from diffusion MRI
Neuroimage
(2015) - et al.
A systematic review of brain metabolite changes, measured with 1H magnetic resonance spectroscopy
healthy aging. Neurobiol. Aging
(2009)