1
|
van Vugt FT, Near J, Hennessy T, Doyon J, Ostry DJ. Early stages of sensorimotor map acquisition: neurochemical signature in primary motor cortex and its relation to functional connectivity. J Neurophysiol 2020; 124:1615-1624. [PMID: 32997558 DOI: 10.1152/jn.00285.2020] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
The earliest stages of sensorimotor learning involve learning the correspondence between movements and sensory results-a sensorimotor map. The present exploratory study investigated the neurochemical underpinnings of map acquisition by monitoring 25 participants as they acquired a new association between movements and sounds. Functional magnetic resonance spectroscopy was used to measure neurochemical concentrations in the left primary motor cortex during learning. Resting-state functional magnetic resonance imaging data were also collected before and after training to assess learning-related changes in functional connectivity. There were monotonic increases in γ-aminobutyric acid (GABA) and decreases in glucose during training, which extended into the subsequent rest period and, importantly, in the case of GABA correlated with the amount of learning: participants who showed greater behavioral learning showed greater GABA increase. The GABA change was furthermore correlated with changes in functional connectivity between the primary motor cortex and a cluster of voxels in the right intraparietal sulcus: greater increases in GABA were associated with greater strengthening of connectivity. Transiently, there were increases in lactate and reductions in aspartate, which returned to baseline at the end of training, but only lactate showed a statistical trend to correlate with the amount of learning. In summary, during the earliest stages of sensorimotor learning, GABA levels are linked on a subject-level basis to both behavioral learning and a strengthening of functional connections that persists beyond the training period. The findings are consistent with the idea that GABA-mediated inhibition is linked to maintenance of newly learned information.NEW & NOTEWORTHY Learning the mapping between movements and their sensory effects is a necessary step in the early stages of sensorimotor learning. There is evidence showing which brain areas are involved in early motor learning, but their role remains uncertain. Here, we show that GABA, a neurotransmitter linked to inhibitory processing, rises during and after learning and is involved in ongoing changes in resting-state networks.
Collapse
Affiliation(s)
- F T van Vugt
- Department of Psychology, McGill University, Montreal, Quebec, Canada.,Haskins Laboratories, New Haven, Connecticut.,Department of Psychology, University of Montreal, Montreal, Quebec, Canada
| | - J Near
- Douglas Mental Health University Institute, Montreal, Quebec, Canada.,Department of Biomechanical Engineering, McGill University, Montreal, Quebec, Canada
| | - T Hennessy
- Douglas Mental Health University Institute, Montreal, Quebec, Canada.,Department of Biomechanical Engineering, McGill University, Montreal, Quebec, Canada
| | - J Doyon
- Department of Psychology, University of Montreal, Montreal, Quebec, Canada.,Unité de Neuroimagerie Fonctionnelle, Centre de recherche, Institut universitaire de gériatrie de Montréal, Montreal, Quebec, Canada.,Department Of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada
| | - D J Ostry
- Department of Psychology, McGill University, Montreal, Quebec, Canada.,Haskins Laboratories, New Haven, Connecticut
| |
Collapse
|
2
|
Blicher JU, Eskildsen SF, Stærmose TG, Møller AT, Figlewski K, Near J. Short echo-time Magnetic Resonance Spectroscopy in ALS, simultaneous quantification of glutamate and GABA at 3 T. Sci Rep 2019; 9:17593. [PMID: 31772352 PMCID: PMC6879471 DOI: 10.1038/s41598-019-53009-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Accepted: 10/21/2019] [Indexed: 12/11/2022] Open
Abstract
Cortical hyperexcitability has been found in early Amyotrophic Lateral Sclerosis (ALS) and is hypothesized to be a key factor in pathogenesis. The current pilot study aimed to investigate cortical inhibitory/excitatory balance in ALS using short-echo Magnetic Resonance Spectroscopy (MRS). Patients suffering from ALS were scanned on a 3 T Trio Siemens MR scanner using Spin Echo Full Intensity Acquired Localized (SPECIAL) Magnetic Resonance Spectroscopy in primary motor cortex and the occipital lobe. Data was compared to a group of healthy subjects. Nine patients completed the scan. MRS data was of an excellent quality allowing for quantification of a range of metabolites of interest in ALS. In motor cortex, patients had Glutamate/GABA and GABA/Cr- ratios comparable to healthy subjects. However, Glutamate/Cr (p = 0.002) and the neuronal marker N-acetyl-aspartate (NAA/Cr) (p = 0.034) were low, possibly due to grey-matter atrophy, whereas Glutathione/Cr (p = 0.04) was elevated. In patients, NAA levels correlated significantly with both hand strength (p = 0.027) and disease severity (p = 0.016). In summary SPECIAL MRS at 3 T allows of reliable quantification of a range of metabolites of interest in ALS, including both excitatory and inhibitory neurotransmitters. The method is a promising new technique as a biomarker for future studies on ALS pathophysiology and monitoring of disease progression.
Collapse
Affiliation(s)
- J U Blicher
- Center of Functionally Integrative Neuroscience (CFIN), Aarhus University, Aarhus, Denmark. .,Department of Neurology, Aarhus University Hospital, Aarhus, Denmark.
| | - S F Eskildsen
- Center of Functionally Integrative Neuroscience (CFIN), Aarhus University, Aarhus, Denmark
| | - T G Stærmose
- Center of Functionally Integrative Neuroscience (CFIN), Aarhus University, Aarhus, Denmark
| | - A T Møller
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark
| | - K Figlewski
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark
| | - J Near
- Department of Psychiatry, McGill University, Montreal, Canada
| |
Collapse
|
3
|
Abstract
BACKGROUND Major depression is associated with abnormalities in the function and structure of the hippocampus. However, it is unclear whether these abnormalities might also be present in people 'at risk' of illness. METHOD We studied 62 young people (mean age 18.8 years) at familial risk of depression (FH+) but who had never been depressed themselves. Participants underwent magnetic resonance imaging to assess hippocampal structure and neural responses to a task designed to activate hippocampal memory networks. Magnetic resonance spectroscopy was used to measure levels of a combination of glutamine and glutamate (Glx) in the right hippocampus. A total of 59 matched controls with no history of mood disorder in a first-degree relative underwent the same investigations. RESULTS Hippocampal volume did not differ between FH+ participants and controls; however, relative to controls, during the memory task, FH+ participants showed increased activation in brain regions encompassing the insular cortices, putamen and pallidum as well as the dorsal anterior cingulate cortex (ACC). FH+ participants also had increased hippocampal levels of Glx. CONCLUSIONS Euthymic individuals with a parental history of depression demonstrate increased activation of hippocampal-related neural networks during a memory task, particularly in brain regions involved in processing the salience of stimuli. Changes in the activity of the ACC replicate previous findings in FH+ participants using different psychological tasks; this suggests that task-related abnormalities in the ACC may be a marker of vulnerability to depression. Increased levels of Glx in the hippocampus might also represent a risk biomarker but follow-up studies will be required to test these various possibilities.
Collapse
Affiliation(s)
- Z N Mannie
- University Department of Psychiatry,Warneford Hospital, Oxford OX3 7JX,UK
| | - N Filippini
- University Department of Psychiatry,Warneford Hospital, Oxford OX3 7JX,UK
| | - C Williams
- University Department of Psychiatry,Warneford Hospital, Oxford OX3 7JX,UK
| | - J Near
- University Department of Psychiatry,Warneford Hospital, Oxford OX3 7JX,UK
| | - C E Mackay
- University Department of Psychiatry,Warneford Hospital, Oxford OX3 7JX,UK
| | - P J Cowen
- University Department of Psychiatry,Warneford Hospital, Oxford OX3 7JX,UK
| |
Collapse
|
4
|
Taylor MJ, Godlewska B, Near J, Christmas D, Potokar J, Collier J, Klenerman P, Barnes E, Cowen PJ. Effect of interferon-α on cortical glutamate in patients with hepatitis C: a proton magnetic resonance spectroscopy study. Psychol Med 2014; 44:789-795. [PMID: 23659574 PMCID: PMC3758755 DOI: 10.1017/s0033291713001062] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND The development of depressive symptomatology is a recognized complication of treatment with the cytokine interferon-α (IFN-α) and has been seen as supporting inflammatory theories of the pathophysiology of major depression. Major depression has been associated with changes in glutamatergic activity and recent formulations of IFN-induced depression have implicated neurotoxic influences that could also lead to changes in glutamate function. The present study used magnetic resonance spectroscopy (MRS) to measure glutamate and its major metabolite glutamine in patients with hepatitis C who received treatment with pegylated IFN-α and ribavirin. METHOD MRS measurements of glutamate and glutamine were taken from a 25 × 20 × 20 mm voxel including the pregenual anterior cingulate cortex in 12 patients before and after 4-6 weeks of treatment with IFN. RESULTS IFN treatment led to an increase in cortical levels of glutamine (p = 0.02) and a significant elevation in the ratio of glutamine to glutamate (p < 0.01). Furthermore, changes in glutamine level correlated significantly with ratings of depression and anxiety at the time of the second scan. CONCLUSIONS We conclude that treatment with IFN-α is associated with MRS-visible changes in glutamatergic metabolism. However, the changes seen differ from those reported in major depression, which suggests that the pathophysiology of IFN-induced depression may be distinct from that of major depression more generally.
Collapse
Affiliation(s)
- M J Taylor
- University Department of Psychiatry, Warneford Hospital, Oxford, UK
| | - B Godlewska
- University Department of Psychiatry, Warneford Hospital, Oxford, UK
| | - J Near
- University Department of Psychiatry, Warneford Hospital, Oxford, UK
| | - D Christmas
- Academic Unit of Psychiatry, School of Social and Community Medicine, University of Bristol, UK
| | - J Potokar
- Academic Unit of Psychiatry, School of Social and Community Medicine, University of Bristol, UK
| | | | | | - E Barnes
- NIHR Oxford Biomedical Research Centre, UK
| | - P J Cowen
- University Department of Psychiatry, Warneford Hospital, Oxford, UK
| |
Collapse
|
5
|
|
6
|
Blicher J, Near J, Næss-Schmidt E, Østergaard L, Johansen-Berg H, Ho YC. Intracortical GABA is decreased after stroke and further suppressed with successful rehabilitation. J Neurol Sci 2013. [DOI: 10.1016/j.jns.2013.07.1968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
|
7
|
Stagg CJ, Bestmann S, Constantinescu AO, Moreno LM, Allman C, Mekle R, Woolrich M, Near J, Johansen-Berg H, Rothwell JC. Relationship between physiological measures of excitability and levels of glutamate and GABA in the human motor cortex. J Physiol 2011; 589:5845-55. [PMID: 22005678 PMCID: PMC3249054 DOI: 10.1113/jphysiol.2011.216978] [Citation(s) in RCA: 244] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Magnetic resonance spectroscopy (MRS) allows measurement of neurotransmitter concentrations within a region of interest in the brain. Inter-individual variation in MRS-measured GABA levels have been related to variation in task performance in a number of regions. However, it is not clear how MRS-assessed measures of GABA relate to cortical excitability or GABAergic synaptic activity. We therefore performed two studies investigating the relationship between neurotransmitter levels as assessed by MRS and transcranial magnetic stimulation (TMS) measures of cortical excitability and GABA synaptic activity in the primary motor cortex. We present uncorrected correlations, where the P value should therefore be considered with caution. We demonstrated a correlation between cortical excitability, as assessed by the slope of the TMS input-output curve and MRS-assessed glutamate levels (r = 0.803, P = 0.015) but no clear relationship between MRS-assessed GABA levels and TMS-assessed synaptic GABA(A) activity (2.5 ms inter-stimulus interval (ISI) short-interval intracortical inhibition (SICI); Experiment 1: r = 0.33, P = 0.31; Experiment 2: r = -0.23, P = 0.46) or GABA(B) activity (long-interval intracortical inhibition (LICI); Experiment 1: r = -0.47, P = 0.51; Experiment 2: r = 0.23, P = 0.47). We demonstrated a significant correlation between MRS-assessed GABA levels and an inhibitory TMS protocol (1 ms ISI SICI) with distinct physiological underpinnings from the 2.5 ms ISI SICI (r = -0.79, P = 0.018). Interpretation of this finding is challenging as the mechanisms of 1 ms ISI SICI are not well understood, but we speculate that our results support the possibility that 1 ms ISI SICI reflects a distinct GABAergic inhibitory process, possibly that of extrasynaptic GABA tone.
Collapse
Affiliation(s)
- C J Stagg
- Oxford Centre for Functional MRI of the Brain (FMRIB), Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
8
|
Dickinson DP, Abel K, Near J, Taylor BA, Gross KW. Genetic and tissue-specific variation in the expression of a closely linked murine multigene family on chromosome 15 that encodes salivary and lacrimal proteins. Biochem Genet 1989; 27:613-37. [PMID: 2482730 DOI: 10.1007/bf02396156] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
The murine submandibular gland (SMG) produces a novel class of highly acidic salivary proteins encoded by one or more highly abundant mRNA transcripts. In inbred mice, these transcripts are encoded by members of a multigene family comprising approximately 8-12 homologues. Most, and probably all, of these homologues are clustered at a new locus near belted (bt) on chromosome 15, which we designate Spt (salivary protein). Although physically closely linked, Spt genes differ in their patterns of expression both in strains of mice and in their tissues. One gene, Spt-1, is expressed at high levels in the SMG of all inbred strains examined. This gene is also expressed at significant levels in the lacrimal gland. A second gene, Spt-2, appears to be present as a single copy in some strains and as two copies in others. This gene is expressed at high levels only in the SMG of those strains carrying two copies, and Spt-2 mRNA is not detectable in the SMG of strains carrying only one copy. In contrast to Spt-1, the Spt-2 gene is not expressed at detectable levels in the lacrimal gland.
Collapse
Affiliation(s)
- D P Dickinson
- Department of Molecular and Cellular Biology, Roswell Park Memorial Institute, Buffalo, New York 14263
| | | | | | | | | |
Collapse
|