Metabolomic Characterization of Pediatric Acute-Onset Neuropsychiatric Syndrome (PANS)
PANS is a controversial clinical entity, consisting of a complex constellation of psychiatric symptoms, adventitious changes, and expression of various serological alterations, likely sustained by an autoimmune/inflammatory disease. Detection of novel biomarkers of PANS is highly desirable for both...
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Published in | Frontiers in neuroscience Vol. 15; p. 645267 |
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Main Authors | , , , , , , , , , , , |
Format | Journal Article |
Language | English |
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Switzerland
Frontiers Research Foundation
28.05.2021
Frontiers Media S.A |
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ISSN | 1662-453X 1662-4548 1662-453X |
DOI | 10.3389/fnins.2021.645267 |
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Abstract | PANS is a controversial clinical entity, consisting of a complex constellation of psychiatric symptoms, adventitious changes, and expression of various serological alterations, likely sustained by an autoimmune/inflammatory disease. Detection of novel biomarkers of PANS is highly desirable for both diagnostic and therapeutic management of affected patients. Analysis of metabolites has proven useful in detecting biomarkers for other neuroimmune-psychiatric diseases. Here, we utilize the metabolomics approach to determine whether it is possible to define a specific metabolic pattern in patients affected by PANS compared to healthy subjects.
This observational case-control study tested consecutive patients referred for PANS between June 2019 to May 2020. A PANS diagnosis was confirmed according to the PANS working criteria (National Institute of Mental Health [NIMH], 2010). Healthy age and sex-matched subjects were recruited as controls.
Thirty-four outpatients referred for PANS (mean age 9.5 years; SD 2.9, 71% male) and 25 neurotypical subjects matched for age and gender, were subjected to metabolite analysis. Serum samples were obtained from each participant and were analyzed using Nuclear Magnetic Resonance (NMR) spectroscopy. Subsequently, multivariate and univariate statistical analyses and Receiver Operator Curves (ROC) were performed.
Separation of the samples, in line with the presence of PANS diagnosis, was observed by applying a supervised model (R
X = 0.44, R
Y = 0.54, Q
= 0.44,
-value < 0.0001). The significantly altered variables were 2-Hydroxybutyrate, glycine, glutamine, histidine, tryptophan. Pathway analysis indicated that phenylalanine, tyrosine, and tryptophan metabolism, as well as glutamine and glutamate metabolism, exhibited the largest deviations from neurotypical controls.
We found a unique plasma metabolic profile in PANS patients, significantly differing from that of healthy children, that suggests the involvement of specific patterns of neurotransmission (tryptophan, glycine, histamine/histidine) as well as a more general state of neuroinflammation and oxidative stress (glutamine, 2-Hydroxybutyrate, and tryptophan-kynurenine pathway) in the disorder. This metabolomics study offers new insights into biological mechanisms underpinning the disorder and supports research of other potential biomarkers implicated in PANS. |
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AbstractList | IntroductionPANS is a controversial clinical entity, consisting of a complex constellation of psychiatric symptoms, adventitious changes, and expression of various serological alterations, likely sustained by an autoimmune/inflammatory disease. Detection of novel biomarkers of PANS is highly desirable for both diagnostic and therapeutic management of affected patients. Analysis of metabolites has proven useful in detecting biomarkers for other neuroimmune-psychiatric diseases. Here, we utilize the metabolomics approach to determine whether it is possible to define a specific metabolic pattern in patients affected by PANS compared to healthy subjects.DesignThis observational case-control study tested consecutive patients referred for PANS between June 2019 to May 2020. A PANS diagnosis was confirmed according to the PANS working criteria (National Institute of Mental Health [NIMH], 2010). Healthy age and sex-matched subjects were recruited as controls.MethodsThirty-four outpatients referred for PANS (mean age 9.5 years; SD 2.9, 71% male) and 25 neurotypical subjects matched for age and gender, were subjected to metabolite analysis. Serum samples were obtained from each participant and were analyzed using Nuclear Magnetic Resonance (NMR) spectroscopy. Subsequently, multivariate and univariate statistical analyses and Receiver Operator Curves (ROC) were performed.ResultsSeparation of the samples, in line with the presence of PANS diagnosis, was observed by applying a supervised model (R2X = 0.44, R2Y = 0.54, Q2 = 0.44, p-value < 0.0001). The significantly altered variables were 2-Hydroxybutyrate, glycine, glutamine, histidine, tryptophan. Pathway analysis indicated that phenylalanine, tyrosine, and tryptophan metabolism, as well as glutamine and glutamate metabolism, exhibited the largest deviations from neurotypical controls.ConclusionWe found a unique plasma metabolic profile in PANS patients, significantly differing from that of healthy children, that suggests the involvement of specific patterns of neurotransmission (tryptophan, glycine, histamine/histidine) as well as a more general state of neuroinflammation and oxidative stress (glutamine, 2-Hydroxybutyrate, and tryptophan-kynurenine pathway) in the disorder. This metabolomics study offers new insights into biological mechanisms underpinning the disorder and supports research of other potential biomarkers implicated in PANS. PANS is a controversial clinical entity, consisting of a complex constellation of psychiatric symptoms, adventitious changes, and expression of various serological alterations, likely sustained by an autoimmune/inflammatory disease. Detection of novel biomarkers of PANS is highly desirable for both diagnostic and therapeutic management of affected patients. Analysis of metabolites has proven useful in detecting biomarkers for other neuroimmune-psychiatric diseases. Here we utilize the metabolomics approach to determine whether it is possible to define a specific metabolic pattern in patients affected by PANS compared to healthy subjects. Design: This observational case-control study tested consecutive patients referred for PANS between June 2019 to May 2020 were enrolled in this observational case-control study. PANS diagnosis was confirmed according to PANS working criteria (National Institute of Mental Health (NIMH 2010). Age and sex-matched healthy subjects were recruited as controls. Methods: Serum samples were obtained from each participant and were analysed using Nuclear Magnetic Resonance spectroscopy. Subsequently, multivariate and univariate statistical analyses and Receiving Operator Curves (ROC) were performed. Results: Thirty-four outpatients referred for PANS (mean age 9.5 yrs.; SD 2.9, 71% male) and 25 neurotypical subjects matched for age, gender, and intelligence quotient were subjected to metabolite analysis. Separation of the samples, in line with the presence of PANS diagnosis, was observed by applying a supervised model (R2X=0.44, R2Y=0.54, Q2=0.44, p-value <0.0001). The significantly changed variables were 2-OH butyrate, glycine, glutamine, histidine, tryptophan. Pathway analysis indicated that phenylalanine, tyrosine, and tryptophan metabolism as well as glutamine and glutamate metabolism were most altered. Conclusions: We found a unique plasma metabolic profile in PANS patients, significantly different from healthy children, that suggests the involvement of specific patterns of neurotransmission (tryptophan, glycine, histamine/histidine) as well as a more general state of neuroinflammation and oxidative stress (glutamine, 2-Hydroxybutyrate, and tryptophan-kynurenine pathway) in the disorder. This metabolomics study offers new insights into biological mechanisms underpinning the disorder and supports research of other potential biomarkers implicated in PANS. PANS is a controversial clinical entity, consisting of a complex constellation of psychiatric symptoms, adventitious changes, and expression of various serological alterations, likely sustained by an autoimmune/inflammatory disease. Detection of novel biomarkers of PANS is highly desirable for both diagnostic and therapeutic management of affected patients. Analysis of metabolites has proven useful in detecting biomarkers for other neuroimmune-psychiatric diseases. Here, we utilize the metabolomics approach to determine whether it is possible to define a specific metabolic pattern in patients affected by PANS compared to healthy subjects.INTRODUCTIONPANS is a controversial clinical entity, consisting of a complex constellation of psychiatric symptoms, adventitious changes, and expression of various serological alterations, likely sustained by an autoimmune/inflammatory disease. Detection of novel biomarkers of PANS is highly desirable for both diagnostic and therapeutic management of affected patients. Analysis of metabolites has proven useful in detecting biomarkers for other neuroimmune-psychiatric diseases. Here, we utilize the metabolomics approach to determine whether it is possible to define a specific metabolic pattern in patients affected by PANS compared to healthy subjects.This observational case-control study tested consecutive patients referred for PANS between June 2019 to May 2020. A PANS diagnosis was confirmed according to the PANS working criteria (National Institute of Mental Health [NIMH], 2010). Healthy age and sex-matched subjects were recruited as controls.DESIGNThis observational case-control study tested consecutive patients referred for PANS between June 2019 to May 2020. A PANS diagnosis was confirmed according to the PANS working criteria (National Institute of Mental Health [NIMH], 2010). Healthy age and sex-matched subjects were recruited as controls.Thirty-four outpatients referred for PANS (mean age 9.5 years; SD 2.9, 71% male) and 25 neurotypical subjects matched for age and gender, were subjected to metabolite analysis. Serum samples were obtained from each participant and were analyzed using Nuclear Magnetic Resonance (NMR) spectroscopy. Subsequently, multivariate and univariate statistical analyses and Receiver Operator Curves (ROC) were performed.METHODSThirty-four outpatients referred for PANS (mean age 9.5 years; SD 2.9, 71% male) and 25 neurotypical subjects matched for age and gender, were subjected to metabolite analysis. Serum samples were obtained from each participant and were analyzed using Nuclear Magnetic Resonance (NMR) spectroscopy. Subsequently, multivariate and univariate statistical analyses and Receiver Operator Curves (ROC) were performed.Separation of the samples, in line with the presence of PANS diagnosis, was observed by applying a supervised model (R2X = 0.44, R2Y = 0.54, Q2 = 0.44, p-value < 0.0001). The significantly altered variables were 2-Hydroxybutyrate, glycine, glutamine, histidine, tryptophan. Pathway analysis indicated that phenylalanine, tyrosine, and tryptophan metabolism, as well as glutamine and glutamate metabolism, exhibited the largest deviations from neurotypical controls.RESULTSSeparation of the samples, in line with the presence of PANS diagnosis, was observed by applying a supervised model (R2X = 0.44, R2Y = 0.54, Q2 = 0.44, p-value < 0.0001). The significantly altered variables were 2-Hydroxybutyrate, glycine, glutamine, histidine, tryptophan. Pathway analysis indicated that phenylalanine, tyrosine, and tryptophan metabolism, as well as glutamine and glutamate metabolism, exhibited the largest deviations from neurotypical controls.We found a unique plasma metabolic profile in PANS patients, significantly differing from that of healthy children, that suggests the involvement of specific patterns of neurotransmission (tryptophan, glycine, histamine/histidine) as well as a more general state of neuroinflammation and oxidative stress (glutamine, 2-Hydroxybutyrate, and tryptophan-kynurenine pathway) in the disorder. This metabolomics study offers new insights into biological mechanisms underpinning the disorder and supports research of other potential biomarkers implicated in PANS.CONCLUSIONWe found a unique plasma metabolic profile in PANS patients, significantly differing from that of healthy children, that suggests the involvement of specific patterns of neurotransmission (tryptophan, glycine, histamine/histidine) as well as a more general state of neuroinflammation and oxidative stress (glutamine, 2-Hydroxybutyrate, and tryptophan-kynurenine pathway) in the disorder. This metabolomics study offers new insights into biological mechanisms underpinning the disorder and supports research of other potential biomarkers implicated in PANS. PANS is a controversial clinical entity, consisting of a complex constellation of psychiatric symptoms, adventitious changes, and expression of various serological alterations, likely sustained by an autoimmune/inflammatory disease. Detection of novel biomarkers of PANS is highly desirable for both diagnostic and therapeutic management of affected patients. Analysis of metabolites has proven useful in detecting biomarkers for other neuroimmune-psychiatric diseases. Here, we utilize the metabolomics approach to determine whether it is possible to define a specific metabolic pattern in patients affected by PANS compared to healthy subjects. This observational case-control study tested consecutive patients referred for PANS between June 2019 to May 2020. A PANS diagnosis was confirmed according to the PANS working criteria (National Institute of Mental Health [NIMH], 2010). Healthy age and sex-matched subjects were recruited as controls. Thirty-four outpatients referred for PANS (mean age 9.5 years; SD 2.9, 71% male) and 25 neurotypical subjects matched for age and gender, were subjected to metabolite analysis. Serum samples were obtained from each participant and were analyzed using Nuclear Magnetic Resonance (NMR) spectroscopy. Subsequently, multivariate and univariate statistical analyses and Receiver Operator Curves (ROC) were performed. Separation of the samples, in line with the presence of PANS diagnosis, was observed by applying a supervised model (R X = 0.44, R Y = 0.54, Q = 0.44, -value < 0.0001). The significantly altered variables were 2-Hydroxybutyrate, glycine, glutamine, histidine, tryptophan. Pathway analysis indicated that phenylalanine, tyrosine, and tryptophan metabolism, as well as glutamine and glutamate metabolism, exhibited the largest deviations from neurotypical controls. We found a unique plasma metabolic profile in PANS patients, significantly differing from that of healthy children, that suggests the involvement of specific patterns of neurotransmission (tryptophan, glycine, histamine/histidine) as well as a more general state of neuroinflammation and oxidative stress (glutamine, 2-Hydroxybutyrate, and tryptophan-kynurenine pathway) in the disorder. This metabolomics study offers new insights into biological mechanisms underpinning the disorder and supports research of other potential biomarkers implicated in PANS. |
Author | Hendren, Aran Or-Geva, Noga Carucci, Sara Cera, Francesca Sotgiu, Stefano Tanca, Marcello G. Zuddas, Alessandro Murgia, Federica Gagliano, Antonella Pintor, Manuela Cossu, Fausto Atzori, Luigi |
AuthorAffiliation | 4 Interdepartmental Program in Immunology, Department of Neurology and Neurological Sciences, Stanford University School of Medicine , Stanford, CA , United States 7 Child Neuropsychiatry Unit, Department of Medical, Surgical and Experimental Sciences, University of Sassari , Sassari , Italy 6 Paediatric Clinic, “A. Cao” Hospital , Cagliari , Italy 5 Faculty of Health and Medical Sciences, University of Surrey , Guildford , United Kingdom 3 Child and Adolescent Neuropsychiatry Unit, “A. Cao” Peditric Hosptal, “G. Brotzu” Hospital Trust , Cagliari , Italy 1 Clinical Metabolomics Unit, Department of Biomedical Sciences, University of Cagliari , Cagliari , Italy 2 Child and Adolescent Neuropsychiatry Unit, Department of Biomedical Sciences, University of Cagliari , Cagliari , Italy |
AuthorAffiliation_xml | – name: 5 Faculty of Health and Medical Sciences, University of Surrey , Guildford , United Kingdom – name: 6 Paediatric Clinic, “A. Cao” Hospital , Cagliari , Italy – name: 7 Child Neuropsychiatry Unit, Department of Medical, Surgical and Experimental Sciences, University of Sassari , Sassari , Italy – name: 1 Clinical Metabolomics Unit, Department of Biomedical Sciences, University of Cagliari , Cagliari , Italy – name: 2 Child and Adolescent Neuropsychiatry Unit, Department of Biomedical Sciences, University of Cagliari , Cagliari , Italy – name: 3 Child and Adolescent Neuropsychiatry Unit, “A. Cao” Peditric Hosptal, “G. Brotzu” Hospital Trust , Cagliari , Italy – name: 4 Interdepartmental Program in Immunology, Department of Neurology and Neurological Sciences, Stanford University School of Medicine , Stanford, CA , United States |
Author_xml | – sequence: 1 givenname: Federica surname: Murgia fullname: Murgia, Federica – sequence: 2 givenname: Antonella surname: Gagliano fullname: Gagliano, Antonella – sequence: 3 givenname: Marcello G. surname: Tanca fullname: Tanca, Marcello G. – sequence: 4 givenname: Noga surname: Or-Geva fullname: Or-Geva, Noga – sequence: 5 givenname: Aran surname: Hendren fullname: Hendren, Aran – sequence: 6 givenname: Sara surname: Carucci fullname: Carucci, Sara – sequence: 7 givenname: Manuela surname: Pintor fullname: Pintor, Manuela – sequence: 8 givenname: Francesca surname: Cera fullname: Cera, Francesca – sequence: 9 givenname: Fausto surname: Cossu fullname: Cossu, Fausto – sequence: 10 givenname: Stefano surname: Sotgiu fullname: Sotgiu, Stefano – sequence: 11 givenname: Luigi surname: Atzori fullname: Atzori, Luigi – sequence: 12 givenname: Alessandro surname: Zuddas fullname: Zuddas, Alessandro |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/34121984$$D View this record in MEDLINE/PubMed |
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Copyright | Copyright © 2021 Murgia, Gagliano, Tanca, Or-Geva, Hendren, Carucci, Pintor, Cera, Cossu, Sotgiu, Atzori and Zuddas. 2021. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. Copyright © 2021 Murgia, Gagliano, Tanca, Or-Geva, Hendren, Carucci, Pintor, Cera, Cossu, Sotgiu, Atzori and Zuddas. 2021 Murgia, Gagliano, Tanca, Or-Geva, Hendren, Carucci, Pintor, Cera, Cossu, Sotgiu, Atzori and Zuddas |
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Keywords | metabolomics neuroinflammation biomarkers oxidative stress pediatric acute-onset neuropsychiatric syndrome |
Language | English |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 Edited by: Yasir Ahmed Syed, Cardiff University, United Kingdom Reviewed by: Michaela Filiou, University of Ioannina, Greece; Francesco Bedogni, Cardiff University, United Kingdom This article was submitted to Neurodevelopment, a section of the journal Frontiers in Neuroscience These authors have contributed equally to this work and share first authorship |
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Snippet | PANS is a controversial clinical entity, consisting of a complex constellation of psychiatric symptoms, adventitious changes, and expression of various... IntroductionPANS is a controversial clinical entity, consisting of a complex constellation of psychiatric symptoms, adventitious changes, and expression of... |
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SubjectTerms | Anxiety Biomarkers Diagnosis Disease management Gender Glutamine Glycine Histamine Histidine Immunology Infections Inflammatory diseases Intelligence Magnetic resonance spectroscopy Mental disorders Metabolism Metabolites Metabolomics neuroinflammation Neuroscience Neurotransmission NMR Nuclear magnetic resonance Obsessive compulsive disorder Oxidative stress Patients pediatric acute-onset neuropsychiatric syndrome Pediatrics Phenylalanine Statistical analysis Tryptophan Tyrosine |
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Title | Metabolomic Characterization of Pediatric Acute-Onset Neuropsychiatric Syndrome (PANS) |
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