Simultaneous quantification of GABA, Glx and GSH in the neonatal human brain using magnetic resonance spectroscopy

Balance between inhibitory and excitatory neurotransmitter systems and the protective role of the major antioxidant glutathione (GSH) are central to early healthy brain development. Disruption has been implicated in the early life pathophysiology of psychiatric disorders and neurodevelopmental condi...

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Main Authors: Yanez Lopez Maria, Anthony N. Price, Nicolaas A.J. Puts, Emer J. Hughes, Richard A.E. Edden, Grainne M. McAlonan, Tomoki Arichi, Enrico De Vita
Format: Article
Language:English
Published: Elsevier 2021-06-01
Series:NeuroImage
Subjects:
GSH
Online Access:http://www.sciencedirect.com/science/article/pii/S105381192100207X
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author Yanez Lopez Maria
Anthony N. Price
Nicolaas A.J. Puts
Emer J. Hughes
Richard A.E. Edden
Grainne M. McAlonan
Tomoki Arichi
Enrico De Vita
spellingShingle Yanez Lopez Maria
Anthony N. Price
Nicolaas A.J. Puts
Emer J. Hughes
Richard A.E. Edden
Grainne M. McAlonan
Tomoki Arichi
Enrico De Vita
Simultaneous quantification of GABA, Glx and GSH in the neonatal human brain using magnetic resonance spectroscopy
NeuroImage
Edited-MRS
Neonate
GABA
Glutamate
GSH
author_facet Yanez Lopez Maria
Anthony N. Price
Nicolaas A.J. Puts
Emer J. Hughes
Richard A.E. Edden
Grainne M. McAlonan
Tomoki Arichi
Enrico De Vita
author_sort Yanez Lopez Maria
title Simultaneous quantification of GABA, Glx and GSH in the neonatal human brain using magnetic resonance spectroscopy
title_short Simultaneous quantification of GABA, Glx and GSH in the neonatal human brain using magnetic resonance spectroscopy
title_full Simultaneous quantification of GABA, Glx and GSH in the neonatal human brain using magnetic resonance spectroscopy
title_fullStr Simultaneous quantification of GABA, Glx and GSH in the neonatal human brain using magnetic resonance spectroscopy
title_full_unstemmed Simultaneous quantification of GABA, Glx and GSH in the neonatal human brain using magnetic resonance spectroscopy
title_sort simultaneous quantification of gaba, glx and gsh in the neonatal human brain using magnetic resonance spectroscopy
publisher Elsevier
series NeuroImage
issn 1095-9572
publishDate 2021-06-01
description Balance between inhibitory and excitatory neurotransmitter systems and the protective role of the major antioxidant glutathione (GSH) are central to early healthy brain development. Disruption has been implicated in the early life pathophysiology of psychiatric disorders and neurodevelopmental conditions including Autism Spectrum Disorder.Edited magnetic resonance spectroscopy (MRS) methods such as HERMES have great potential for providing important new non-invasive insights into these crucial processes in human infancy. In this work, we describe a systematic approach to minimise the impact of specific technical challenges inherent to acquiring MRS data in a neonatal population, including automatic segmentation, full tissue-correction and optimised GABA+ fitting and consider the minimum requirements for a robust edited-MRS acquisition. With this approach we report for the first time simultaneous GABA+, Glx (glutamate + glutamine) and GSH concentrations in the neonatal brain (n = 18) in two distinct regions (thalamus and anterior cingulate cortex (ACC)) using edited MRS at 3T.The improved sensitivity provided by our method allows specific regional neurochemical differences to be identified including: significantly lower Glx and GSH ratios to total creatine in the thalamus compared to the ACC (p < 0.001 for both), and significantly higher GSH levels in the ACC following tissue-correction (p < 0.01). Furthermore, in contrast to adult GABA+ which can typically be accurately fitted with a single peak, all neonate spectra displayed a characteristic doublet GABA+ peak at 3 ppm, indicating a lower macromolecule (MM) contribution to the 3 ppm signal in neonates. Relatively high group-level variance shows the need to maximise voxel size/acquisition time in edited neonatal MRS acquisitions for robust estimation of metabolites.Application of this method to study how these levels and balance are altered by early-life brain injury or genetic risk can provide important new knowledge about the pathophysiology underlying neurodevelopmental disorders.
topic Edited-MRS
Neonate
GABA
Glutamate
GSH
url http://www.sciencedirect.com/science/article/pii/S105381192100207X
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spelling doaj-a41cccde7d4449f0a82f0a1ca620bf9e2021-04-26T05:53:59ZengElsevierNeuroImage1095-95722021-06-01233117930Simultaneous quantification of GABA, Glx and GSH in the neonatal human brain using magnetic resonance spectroscopyYanez Lopez Maria0Anthony N. Price1Nicolaas A.J. Puts2Emer J. Hughes3Richard A.E. Edden4Grainne M. McAlonan5Tomoki Arichi6Enrico De Vita7Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King's College London, London, United KingdomCentre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King's College London, London, United KingdomDepartment of Forensic and Neurodevelopmental Sciences, Sackler Institute for Translational Neurodevelopment, Institute of Psychiatry, Psychology &amp; Neuroscience, King's College London, London, United KingdomCentre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King's College London, London, United KingdomRussell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, MD, United States; F. M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, Maryland, United StatesDepartment of Forensic and Neurodevelopmental Sciences, Sackler Institute for Translational Neurodevelopment, Institute of Psychiatry, Psychology &amp; Neuroscience, King's College London, London, United Kingdom; MRC Centre for Neurodevelopmental Disorders, King's College London, London, United Kingdom; NIHR-Maudsley Biomedical Research, King's College London, United KingdomCentre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom; Department of Bioengineering, Imperial College London, South Kensington Campus, London, United KingdomCentre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom; Biomedical Engineering Department, School of Biomedical Engineering and Imaging Sciences, St Thomas’ Hospital, Westminster Bridge Road, Lambeth Wing, 3rd Floor, London SE1 7EH, United Kingdom; Corresponding author.Balance between inhibitory and excitatory neurotransmitter systems and the protective role of the major antioxidant glutathione (GSH) are central to early healthy brain development. Disruption has been implicated in the early life pathophysiology of psychiatric disorders and neurodevelopmental conditions including Autism Spectrum Disorder.Edited magnetic resonance spectroscopy (MRS) methods such as HERMES have great potential for providing important new non-invasive insights into these crucial processes in human infancy. In this work, we describe a systematic approach to minimise the impact of specific technical challenges inherent to acquiring MRS data in a neonatal population, including automatic segmentation, full tissue-correction and optimised GABA+ fitting and consider the minimum requirements for a robust edited-MRS acquisition. With this approach we report for the first time simultaneous GABA+, Glx (glutamate + glutamine) and GSH concentrations in the neonatal brain (n = 18) in two distinct regions (thalamus and anterior cingulate cortex (ACC)) using edited MRS at 3T.The improved sensitivity provided by our method allows specific regional neurochemical differences to be identified including: significantly lower Glx and GSH ratios to total creatine in the thalamus compared to the ACC (p < 0.001 for both), and significantly higher GSH levels in the ACC following tissue-correction (p < 0.01). Furthermore, in contrast to adult GABA+ which can typically be accurately fitted with a single peak, all neonate spectra displayed a characteristic doublet GABA+ peak at 3 ppm, indicating a lower macromolecule (MM) contribution to the 3 ppm signal in neonates. Relatively high group-level variance shows the need to maximise voxel size/acquisition time in edited neonatal MRS acquisitions for robust estimation of metabolites.Application of this method to study how these levels and balance are altered by early-life brain injury or genetic risk can provide important new knowledge about the pathophysiology underlying neurodevelopmental disorders.http://www.sciencedirect.com/science/article/pii/S105381192100207XEdited-MRSNeonateGABAGlutamateGSH