Relationship Between MR Spectroscopy-Detected Glutamatergic Neurometabolites and Changes in Social Behaviors in a Pilot Open-Label Trial of Memantine for Adults With Autism Spectrum Disorder

This publication is included in the Autistic Autism Scholarship Project. one author of this publication is identified as autistic in the project.

About the autistic author marker

Nair, N., Hegarty, J. P., Cirstea, C. M., Gu, M., Appling, C. B., & Beversdorf, D. Q. (2022). Relationship Between MR Spectroscopy-Detected Glutamatergic Neurometabolites and Changes in Social Behaviors in a Pilot Open-Label Trial of Memantine for Adults With Autism Spectrum Disorder. Frontiers in Psychiatry, 13, Article 898006. https://doi.org/10.3389/fpsyt.2022.898006

Publication date: 22 Jul 2022 Added to AutiHub: 5 Oct 2026 Type: Article Article language: English

This publication is integrated into AutiHub through:

Authors

Publication authors
6
Publication authors identified as autistic
1 / 6 (16.7%)

Abstract

Background The neurobiology underlying ASD is largely unknown but altered neural excitability/inhibitory ratios have been reported. Memantine is an N-methyl-D-aspartate (NMDA) glutamatergic antagonist studied for the treatment of core ASD symptoms, with mixed results. We examined whether glutamatergic levels were associated with and predicted response to memantine in an exploratory pilot study. Methods Ten adult participants with ASD underwent proton magnetic resonance spectroscopy (1 H-MRS) imaging at baseline and behavioral assessments before and after 12-weeks of open-label memantine. Post-treatment scores on Clinical Global Impressions–Improvement (CGI-I) for social interaction were the primary outcome measure, and scores on the Social Responsiveness Scale (SRS) were included as a secondary outcome. LCModel was used to quantify the concentrations of Point RESolved Spectroscopy-detected glutamate+glutamine (Glx) (and other neurometabolites, i.e., N-acetylaspartate, NAA; creatine+phosphocreatine, Cr+PCr, and myo-inositol, Ins), within the left dorsolateral prefrontal cortex (LDLPFC) and right (R) posterolateral cerebellum. SPM was used to perform brain tissue segmentation within the spectroscopic voxels. CGI-I scores post-treatment were used to classify the participants into two groups, responders (scores 1–3; n = 5) and non-responders (scores 4–7, or withdrew due to increase behaviors; n = 5). Independent samples t- tests, partial correlations and linear hierarchical regression models (SPSS) were used to determine between-group differences in neurometabolite concentrations and associations between neurometabolites and behavioral scores. Results Responders and non-responders did not significantly differ in Glx levels in any region of interest, but differed in NAA levels in LDLPFC (higher in responders vs. non-responders). Although changes in CGI-I social scores were not correlated with Glx in any region of interest, the linear hierarchical regression did reveal that Glx and Ins levels in LDLPFC were predictors of post-treatment CGI-I social scores. Changes in SRS scores were correlated with baseline Cr+PCr levels in the LDLPFC. Discussion Our pilot data suggest that baseline Glx, a marker of glutamatergic neurotransmission, did not directly predict response to memantine for social outcomes in adults with ASD. However, interactions between Glx and the neurometabolite associated with glial integrity (Ins) may help predict treatment response. Further, those with highest baseline NAA, a putative neuronal marker, and Cr+pCr, a brain energy metabolism marker, were the best responders. These preliminary results may explain some of the mixed results reported in previous memantine trials in ASD. Future studies will need to examine these results in a larger sample.

Bibliography cited by this reference

Cited references are imported from external metadata sources when they are available. The list may be partial.

Cited bibliography overview

These indicators describe the bibliography cited by this publication. An author name is counted each time it appears in one cited reference, so the same person can be counted more than once. Names not yet linked to an author already present in AutiHub are treated as unknown, not as non-autistic. Last computed: 17 Oct 2026 01:01.

Cited references
45
With a DOI
41
Without a DOI, from raw bibliography text
4
1 / 45 (2.2%) cited references include at least one author identified as autistic.
References with data to complete
3 / 45 (6.7%)
References with detected author names
42 / 45 (93.3%)
Without detected author names
3
Without a structured title
2
Without a stable identifier
3
References with raw author names still to review
0
References with external metadata lookup issues
0
These indicators apply to cited references displayed on this page, after technical duplicates have been merged. A reference without a DOI can still support author statistics when a title and author names are available.
Author names detected in the cited bibliography
216
From DOI or external metadata
216
From validated raw bibliography text
0
Raw names already validated
0
Raw names still to review
0
17 / 216 (7.9%) names are linked to an author already present in AutiHub. 199 / 216 (92.1%) names are not yet linked.
Names linked to a person identified as autistic
1 / 216 (0.5%)
Calculated across all author names detected in the cited bibliography. Among names linked to an author already present in AutiHub: 1 / 17 (5.9%). Distinct people identified as autistic: 1 / 203 (0.5%).
  1. Mark S. Brown , Debra Singel , Susan Hepburn , Donald C. Rojas (2013). Increased Glutamate Concentration in the Auditory Cortex of Persons With Autism and First‐Degree Relatives: A 1 H‐MRS Study . Autism Research, 6(1), 1-10. Wiley.
    Type: Article DOI: 10.1002/aur.1260 OpenAlex: https://openalex.org/W1520936573
    Crossref OpenAlex OpenCitations
  2. (2013). Diagnostic and Statistical Manual of Mental Disorders (DSM-V) . Diagnostic and Statistical Manual of Mental Disorders (DSM-V).
    Type: Other
    Crossref
  3. Michael G. Chez , Quinn Burton , Timothy Dowling , Mina Chang , Pavan Khanna , Christopher Kramer (2007). Memantine as Adjunctive Therapy in Children Diagnosed With Autistic Spectrum Disorders: An Observation of Initial Clinical Response and Maintenance Tolerability . Journal of Child Neurology, 22(5), 574-579. SAGE Publications.
    Crossref OpenAlex OpenCitations
  4. Stephen W. Provencher (2001). Automatic quantitation of localized in vivo 1 H spectra with LCModel . NMR in Biomedicine, 14(4), 260. Wiley.
    Type: Article DOI: 10.1002/nbm.698 OpenAlex: https://openalex.org/W1730237872
    Crossref OpenAlex OpenCitations
  5. David Quentin Beversdorf , MISSOURI AUTISM SUMMIT CONSORTIUM* (2016). Phenotyping, Etiological Factors, and Biomarkers: Toward Precision Medicine in Autism Spectrum Disorders . Journal of Developmental & Behavioral Pediatrics, 37(8), 659-673. Ovid Technologies (Wolters Kluwer Health).
    Crossref OpenAlex OpenCitations
  6. Daniel A. Rossignol , Richard Eugene Frye (2014). The Use of Medications Approved for Alzheimer’s Disease in Autism Spectrum Disorder: A Systematic Review . Frontiers in Pediatrics, 2, 1. Frontiers Media SA.
    Crossref OpenAlex OpenCitations
  7. Joshua M. Baruth , Christopher A. Wall , Marc C. Patterson , John D. Port (2013). Proton Magnetic Resonance Spectroscopy as a Probe into the Pathophysiology of A utism S pectrum D isorders (ASD ): A Review . Autism Research, 6(2), 119-133. Wiley.
    Type: Article DOI: 10.1002/aur.1273 OpenAlex: https://openalex.org/W1861267103
    Crossref OpenAlex OpenCitations
  8. Sheena LeClerc , Deidra Easley (2015). Pharmacological therapies for autism spectrum disorder: a review . P T., 40(6), 389.
    Type: Article OpenAlex: https://openalex.org/W2300412237
    Crossref OpenAlex
  9. H. Otsuka , M. Harada , K. Mori , S. Hisaoka , H. Nishitani (1999). Brain metabolites in the hippocampus-amygdala region and cerebellum in autism: an 1 H-MR spectroscopy study . Neuroradiology, 41(7), 517-519. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  10. Gene J. Blatt , S. Hossein Fatemi (2011). Alterations in GABAergic Biomarkers in the Autism Brain: Research Findings and Clinical Implications . The Anatomical Record, 294(10), 1646-1652. Wiley.
    Type: Article DOI: 10.1002/ar.21252 OpenAlex: https://openalex.org/W2001309356
    Crossref OpenAlex OpenCitations
  11. Susan W White , Thomas H. Ollendick , Anne Marie Albano , Donald Oswald , Cynthia Johnson , Michael A. Southam-Gerow et al. (2013). Randomized Controlled Trial: Multimodal Anxiety and Social Skill Intervention for Adolescents with Autism Spectrum Disorder . Journal of Autism and Developmental Disorders, 43(2), 382-394. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  12. Richard Eugene Frye (2014). Clinical potential, safety, and tolerability of arbaclofen in the treatment of autism spectrum disorder . Drug, Healthcare and Patient Safety, 6, 69. Informa UK Limited.
    Crossref OpenAlex OpenCitations
  13. Jennifer E. Siegel-Ramsay , Liana Romaniuk , Heather C. Whalley , Neil Roberts , Holly Branigan , Andrew C. Stanfield et al. (2021). Glutamate and functional connectivity - support for the excitatory-inhibitory imbalance hypothesis in autism spectrum disorders . Psychiatry Research: Neuroimaging, 313, 111302. Elsevier BV.
    Crossref OpenAlex OpenCitations
  14. L Tebartz van Elst , S Maier , T Fangmeier , D Endres , G T Mueller , K Nickel et al. (2014). Disturbed cingulate glutamate metabolism in adults with high-functioning autism spectrum disorder: evidence in support of the excitatory/inhibitory imbalance hypothesis . Molecular Psychiatry, 19(12), 1314-1325. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  15. W. Gaetz , L. Bloy , D.J. Wang , R.G. Port , L. Blaskey , S.E. Levy et al. (2014). GABA estimation in the brains of children on the autism spectrum: Measurement precision and regional cortical variation . NeuroImage, 86, 1-9. Elsevier BV.
    Crossref OpenAlex OpenCitations
  16. A. E. Purcell , O. H. Jeon , A. W. Zimmerman , M. E. Blue , J. Pevsner (2001). Postmortem brain abnormalities of the glutamate neurotransmitter system in autism . Neurology, 57(9), 1618-1628. Ovid Technologies (Wolters Kluwer Health).
    Crossref OpenAlex OpenCitations
  17. S. Hossein Fatemi , Teri J. Reutiman , Timothy D. Folsom , Paul D. Thuras (2009). GABAA Receptor Downregulation in Brains of Subjects with Autism . Journal of Autism and Developmental Disorders, 39(2), 223-230. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  18. S. Hossein Fatemi , Timothy D. Folsom , Teri J. Reutiman , Paul D. Thuras (2009). Expression of GABAB Receptors Is Altered in Brains of Subjects with Autism . The Cerebellum, 8(1), 64-69. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  19. Eric McKimm , Beau Corkill , Dan Goldowitz , Lorraine M. Albritton , Ramin Homayouni , Charles D. Blaha et al. (2014). Glutamate Dysfunction Associated with Developmental Cerebellar Damage: Relevance to Autism Spectrum Disorders . The Cerebellum, 13(3), 346-353. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  20. Donald C. Rojas , Debra Singel , Sarah Steinmetz , Susan Hepburn , Mark S. Brown (2014). Decreased left perisylvian GABA concentration in children with autism and unaffected siblings . NeuroImage, 86, 28-34. Elsevier BV.
    Crossref OpenAlex OpenCitations
  21. Charles Gasparovic , Tao Song , Deidre Devier , H. Jeremy Bockholt , Arvind Caprihan , Paul G. Mullins et al. (2006). Use of tissue water as a concentration reference for proton spectroscopic imaging . Magnetic Resonance in Medicine, 55(6), 1219-1226. Wiley.
    Crossref OpenAlex OpenCitations
  22. Rana Fetit , Robert F. Hillary , David J. Price , Stephen M. Lawrie (2021). The neuropathology of autism: A systematic review of post-mortem studies of autism and related disorders . Neuroscience & Biobehavioral Reviews, 129, 35-62. Elsevier BV.
    Crossref OpenAlex OpenCitations
  23. Donald C. Rojas , Katherine M. Becker , Lisa B. Wilson (2015). Magnetic Resonance Spectroscopy Studies of Glutamate and GABA in Autism: Implications for Excitation-Inhibition Imbalance Theory . Current Developmental Disorders Reports, 2(1), 46-57. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  24. Craig A. Erickson , David J. Posey , Kimberly A. Stigler , Jennifer Mullett , Adrian R. Katschke , Christopher J. McDougle (2007). A retrospective study of memantine in children and adolescents with pervasive developmental disorders . Psychopharmacology, 191(1), 141-147. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  25. Latha Valluripalli Soorya , Louis Fogg , Edith Ocampo , Madison Printen , Sarah Youngkin , Danielle Halpern et al. (2021). Neurocognitive Outcomes from Memantine: A Pilot, Double-Blind, Placebo-Controlled Trial in Children with Autism Spectrum Disorder . Journal of Child and Adolescent Psychopharmacology, 31(7), 475-484. SAGE Publications.
    Crossref OpenAlex OpenCitations
  26. (n.d.). Function of the frontal lobe in autistic individuals: a proton magnetic resonance spectroscopic study3544 FujiiE MoriK MiyazakiM HashimotoT HaradaM KagamiS 10. 2152/jmi. 57. 3520299741J Med Invest572010
    Type: Other
    Crossref
  27. David M. Cochran , Elif M. Sikoglu , Steven M. Hodge , Richard A.E. Edden , Ann Foley , David N. Kennedy et al. (2015). Relationship among Glutamine, γ-Aminobutyric Acid, and Social Cognition in Autism Spectrum Disorders . Journal of Child and Adolescent Psychopharmacology, 25(4), 314-322. SAGE Publications.
    Crossref OpenAlex OpenCitations
  28. Lidia V. Gabis , Wei Huang , Allen Azizian , Carla DeVincent , Alina Tudorica , Yael Kesner-Baruch et al. (2008). 1H-Magnetic Resonance Spectroscopy Markers of Cognitive and Language Ability in Clinical Subtypes of Autism Spectrum Disorders . Journal of Child Neurology, 23(7), 766-774. SAGE Publications.
    Crossref OpenAlex OpenCitations
  29. Lucia Margari , Andrea De Giacomo , Francesco Craig , Roberto Palumbi , Antonia Peschechera , Mariella Margari et al. (2018). Frontal lobe metabolic alterations in autism spectrum disorder: a 1 H-magnetic resonance spectroscopy study . Neuropsychiatric Disease and Treatment, Volume 14, 1871-1876. Informa UK Limited.
    Crossref OpenAlex OpenCitations
  30. Laura A. Ajram , Andreia C. Pereira , Alice M.S. Durieux , Hester E. Velthius , Marija M. Petrinovic , Grainne McAlonan (2019). The contribution of [1H] magnetic resonance spectroscopy to the study of excitation-inhibition in autism . Progress in Neuro-Psychopharmacology and Biological Psychiatry, 89, 236-244. Elsevier BV.
    Crossref OpenAlex OpenCitations
  31. Elidie Béard , Olivier Braissant (2010). Synthesis and transport of creatine in the CNS: importance for cerebral functions . Journal of Neurochemistry, 115(2), 297-313. Wiley.
    Crossref OpenAlex OpenCitations
  32. Laurens J.L. De Cocker , Susanne J. van Veluw , Mary Fowkes , Peter R. Luijten , Willem P.Th.M. Mali , Jeroen Hendrikse (2013). Very Small Cerebellar Infarcts: Integration of Recent Insights into a Functional Topographic Classification . Cerebrovascular Diseases, 36(2), 81-87. S. Karger AG.
    OpenAlex
  33. John R. Moffett , Brian Ross , Peethambaran Arun , Chikkathur N. Madhavarao , Aryan M.A. Namboodiri (2007). N-Acetylaspartate in the CNS: From neurodiagnostics to neurobiology . Progress in Neurobiology, 81(2), 89-131. Elsevier BV.
    Crossref OpenAlex OpenCitations
  34. Oyarzábal A , Musokhranova U , Barros LF , García-Cazorla A (2021). Energy metabolism in childhood neurodevelopmental disorders . eBioMedicine, 69, 103474. Elsevier BV.
    Crossref OpenAlex OpenCitations
  35. Julian L. Griffin , Mary Bollard , Jeremy K. Nicholson , Kishore Bhakoo (2002). Spectral profiles of cultured neuronal and glial cells derived from HRMAS 1 H NMR spectroscopy . NMR in Biomedicine, 15(6), 375-384. Wiley.
    Type: Article DOI: 10.1002/nbm.792 OpenAlex: https://openalex.org/W2039482244
    Crossref OpenAlex OpenCitations
  36. (n.d.). Sustained effects of once-daily memantine treatment on cognition and functional communication skills in patients with moderate to severe alzheimer's disease: results of a 16-week open-label trial SchulzJB RainerM KlünemannHH KurzA WolfS SternbergK 21471647J Alzheimer's Dis
    Type: Other
    Crossref
  37. Anna M. Tedesco , Francesca R. Chiricozzi , Silvia Clausi , Michela Lupo , Marco Molinari , Maria G. Leggio (2011). The cerebellar cognitive profile . Brain, 134(12), 3672-3686. Oxford University Press (OUP).
    Crossref OpenAlex OpenCitations
  38. Egidio D'Angelo , Stefano Casali (2013). Seeking a unified framework for cerebellar function and dysfunction: from circuit operations to cognition . Frontiers in Neural Circuits, 6, 116. Frontiers Media SA.
    Crossref OpenAlex OpenCitations
  39. Catherine J. Stoodley , Jeremy D. Schmahmann (2010). Evidence for topographic organization in the cerebellum of motor control versus cognitive and affective processing . Cortex, 46(7), 831. Elsevier BV.
    Crossref OpenAlex OpenCitations
  40. Ali Ghaleiha , Mahtab Asadabadi , Mohammad-Reza Mohammadi , Maryam Shahei , Mina Tabrizi , Reza Hajiaghaee et al. (2013). Memantine as adjunctive treatment to risperidone in children with autistic disorder: a randomized, double-blind, placebo-controlled trial . International Journal of Neuropsychopharmacology, 16(4), 783-789. Oxford University Press (OUP).
    Crossref OpenAlex OpenCitations
  41. Emiko Fujii , Kenji Mori , Masahito Miyazaki , Toshiaki Hashimoto , Masafumi Harada , Shoji Kagami (2010). Function of the frontal lobe in autistic individuals: a proton magnetic resonance spectroscopic study . The Journal of Medical Investigation, 57(1,2), 35-44. University of Tokushima Faculty of Medicine.
    OpenAlex OpenCitations
  42. Jörg B. Schulz , Michael Rainer , Hans-Hermann Klünemann , Alexander Kurz , Stefanie Wolf , Kati Sternberg et al. (2011). Sustained Effects of Once-Daily Memantine Treatment on Cognition and Functional Communication Skills in Patients with Moderate to Severe Alzheimer's Disease: Results of a 16-Week Open-Label Trial . Journal of Alzheimer's Disease, 25(3), 463-475. SAGE Publications.
    OpenAlex OpenCitations
  43. Tatsuya Ohyama , William L. Nores , Matthew Murphy , Michael D. Mauk (2003). What the cerebellum computes . Trends in Neurosciences, 26(4), 222-227. Elsevier BV.
    Crossref OpenAlex OpenCitations
  44. David G. Amaral , Cynthia Mills Schumann , Christine Wu Nordahl (2008). Neuroanatomy of autism . Trends in Neurosciences, 31(3), 137. Elsevier BV.
    Crossref OpenAlex OpenCitations