The immuno-behavioural covariation associated with the treatment response to bumetanide in young children with autism spectrum disorder.


Journal

Translational psychiatry
ISSN: 2158-3188
Titre abrégé: Transl Psychiatry
Pays: United States
ID NLM: 101562664

Informations de publication

Date de publication:
03 06 2022
Historique:
received: 20 08 2021
accepted: 25 05 2022
revised: 21 05 2022
entrez: 6 6 2022
pubmed: 7 6 2022
medline: 9 6 2022
Statut: epublish

Résumé

Bumetanide, a drug being studied in autism spectrum disorder (ASD) may act to restore gamma-aminobutyric acid (GABA) function, which may be modulated by the immune system. However, the interaction between bumetanide and the immune system remains unclear. Seventy-nine children with ASD were analysed from a longitudinal sample for a 3-month treatment of bumetanide. The covariation between symptom improvements and cytokine changes was calculated and validated by sparse canonical correlation analysis. Response patterns to bumetanide were revealed by clustering analysis. Five classifiers were used to test whether including the baseline information of cytokines could improve the prediction of the response patterns using an independent test sample. An immuno-behavioural covariation was identified between symptom improvements in the Childhood Autism Rating Scale (CARS) and the cytokine changes among interferon (IFN)-γ, monokine induced by gamma interferon and IFN-α2. Using this covariation, three groups with distinct response patterns to bumetanide were detected, including the best (21.5%, n = 17; Hedge's g of improvement in CARS = 2.16), the least (22.8%, n = 18; g = 1.02) and the medium (55.7%, n = 44; g = 1.42) responding groups. Including the cytokine levels significantly improved the prediction of the best responding group before treatment (the best area under the curve, AUC = 0.832) compared with the model without the cytokine levels (95% confidence interval of the improvement in AUC was [0.287, 0.319]). Cytokine measurements can help in identifying possible responders to bumetanide in ASD children, suggesting that immune responses may interact with the mechanism of action of bumetanide to enhance the GABA function in ASD.

Identifiants

pubmed: 35660740
doi: 10.1038/s41398-022-01987-x
pii: 10.1038/s41398-022-01987-x
pmc: PMC9166783
doi:

Substances chimiques

Cytokines 0
Bumetanide 0Y2S3XUQ5H
gamma-Aminobutyric Acid 56-12-2

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

228

Informations de copyright

© 2022. The Author(s).

Références

Bioinformatics. 2017 Oct 15;33(20):3228-3234
pubmed: 28605402
Brain. 2008 May;131(Pt 5):1228-40
pubmed: 18420712
Biol Psychiatry. 2018 Apr 15;83(8):680-691
pubmed: 29146047
Lancet. 2022 Jan 15;399(10321):271-334
pubmed: 34883054
Lancet. 2018 Aug 11;392(10146):508-520
pubmed: 30078460
J Neuroimmunol. 2019 Dec 15;337:577066
pubmed: 31629288
Gastroenterology. 2006 Mar;130(3):731-46
pubmed: 16530515
Sci Rep. 2017 Sep 19;7(1):11878
pubmed: 28928398
J Neuroimmunol. 2006 Mar;172(1-2):198-205
pubmed: 16360218
Mol Autism. 2017 Dec 2;8:63
pubmed: 29214007
J Neuroimmunol. 2009 Feb 15;207(1-2):111-6
pubmed: 19157572
J Neuroimmunol. 2008 Nov 15;204(1-2):149-53
pubmed: 18762342
Biostatistics. 2007 Jan;8(1):118-27
pubmed: 16632515
Front Psychiatry. 2016 Nov 29;7:188
pubmed: 27965598
Front Neurosci. 2019 Apr 24;13:310
pubmed: 31068771
J Autism Dev Disord. 2000 Jun;30(3):205-23
pubmed: 11055457
Transl Psychiatry. 2012 Dec 11;2:e202
pubmed: 23233021
J Neuroimmunol. 2012 Nov 15;252(1-2):75-82
pubmed: 22917523
Neuropsychopharmacology. 2017 Jan;42(1):284-298
pubmed: 27534269
Brain Behav Immun. 2011 Jan;25(1):40-5
pubmed: 20705131
PeerJ. 2020 Jul 7;8:e9533
pubmed: 32704455
Transl Psychiatry. 2020 Oct 15;10(1):349
pubmed: 33060559
Transl Psychiatry. 2020 Jan 27;10(1):9
pubmed: 32066666
Ann Pharmacother. 2019 May;53(5):537-544
pubmed: 30501497
Acta Paediatr. 2010 Dec;99(12):1885-8
pubmed: 20608900
Neurosci Bull. 2017 Apr;33(2):194-204
pubmed: 28238116
Science. 2014 Feb 7;343(6171):675-9
pubmed: 24503856
J Am Acad Child Adolesc Psychiatry. 2021 Jul;60(7):865-876
pubmed: 32730977
Mol Cell Neurosci. 2013 Mar;53:52-62
pubmed: 23064447
Transl Psychiatry. 2017 Mar 14;7(3):e1056
pubmed: 28291262
Am J Physiol Gastrointest Liver Physiol. 2004 Jan;286(1):G157-65
pubmed: 12958023
Mol Psychiatry. 2021 May;26(5):1561-1577
pubmed: 32963337
Ann Neurol. 2005 Jan;57(1):67-81
pubmed: 15546155
Br J Psychiatry. 2016 Mar;208(3):232-8
pubmed: 26541693
Cytokine. 2019 Nov;123:154740
pubmed: 31228728
J Child Adolesc Psychopharmacol. 2015 Sep;25(7):585-8
pubmed: 26258842
Nature. 2010 Nov 11;468(7321):263-9
pubmed: 21068835
Nature. 1999 Jan 21;397(6716):251-5
pubmed: 9930699
J Neuroimmunol. 2011 Mar;232(1-2):196-9
pubmed: 21095018
J Psychiatr Res. 2019 Aug;115:90-102
pubmed: 31125917
Neurosci Biobehav Rev. 2012 Oct;36(9):2044-55
pubmed: 22841562
Biochem Pharmacol. 2018 Oct;156:60-67
pubmed: 30102895
J Autism Dev Disord. 1994 Apr;24(2):115-28
pubmed: 8040157
Neuroimmunomodulation. 1995 Jul-Aug;2(4):241-8
pubmed: 8963753

Auteurs

Qingyang Li (Q)

Department of Computational Biology, School of Life Sciences, Fudan University, 200438, Shanghai, China.

Lingli Zhang (L)

Department of Developmental and Behavioural Pediatric & Child Primary Care, Brain and Behavioural Research Unit of Shanghai Institute for Pediatric Research and MOE-Shanghai Key Laboratory for Children's Environmental Health, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, 200092, Shanghai, China.

Haidi Shan (H)

Department of Developmental and Behavioural Pediatric & Child Primary Care, Brain and Behavioural Research Unit of Shanghai Institute for Pediatric Research and MOE-Shanghai Key Laboratory for Children's Environmental Health, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, 200092, Shanghai, China.

Juehua Yu (J)

Department of Developmental and Behavioural Pediatric & Child Primary Care, Brain and Behavioural Research Unit of Shanghai Institute for Pediatric Research and MOE-Shanghai Key Laboratory for Children's Environmental Health, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, 200092, Shanghai, China.
Center for Experimental Studies and Research, The First Affiliated Hospital of Kunming Medical University, 650032, Kunming, China.

Yuan Dai (Y)

Department of Developmental and Behavioural Pediatric & Child Primary Care, Brain and Behavioural Research Unit of Shanghai Institute for Pediatric Research and MOE-Shanghai Key Laboratory for Children's Environmental Health, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, 200092, Shanghai, China.

Hua He (H)

Department of Developmental and Behavioural Pediatric & Child Primary Care, Brain and Behavioural Research Unit of Shanghai Institute for Pediatric Research and MOE-Shanghai Key Laboratory for Children's Environmental Health, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, 200092, Shanghai, China.

Wei-Guang Li (WG)

Collaborative Innovation Center for Brain Science, Department of Anatomy and Physiology, Shanghai Jiao Tong University School of Medicine, 200025, Shanghai, China.

Christelle Langley (C)

Department of Psychiatry and the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, CB21TN, UK.

Barbara J Sahakian (BJ)

Department of Developmental and Behavioural Pediatric & Child Primary Care, Brain and Behavioural Research Unit of Shanghai Institute for Pediatric Research and MOE-Shanghai Key Laboratory for Children's Environmental Health, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, 200092, Shanghai, China.
Department of Psychiatry and the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, CB21TN, UK.
National Clinical Research Center for Aging and Medicine at Huashan Hospital, State Key Laboratory of Medical Neurobiology and Ministry of Education Frontiers Center for Brain Science, Institutes of Brain Science and Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, 200433, Shanghai, China.

Yin Yao (Y)

Department of Computational Biology, School of Life Sciences, Fudan University, 200438, Shanghai, China.
Human Phenome Institute, Fudan University, 201203, Shanghai, China.

Qiang Luo (Q)

National Clinical Research Center for Aging and Medicine at Huashan Hospital, State Key Laboratory of Medical Neurobiology and Ministry of Education Frontiers Center for Brain Science, Institutes of Brain Science and Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, 200433, Shanghai, China. qluo@fudan.edu.cn.
Human Phenome Institute, Fudan University, 201203, Shanghai, China. qluo@fudan.edu.cn.
Center for Computational Psychiatry, Ministry of Education-Key Laboratory of Computational Neuroscience and Brain-Inspired, Research Institute of Intelligent Complex Systems, Fudan University, 200040, Shanghai, China. qluo@fudan.edu.cn.

Fei Li (F)

Department of Developmental and Behavioural Pediatric & Child Primary Care, Brain and Behavioural Research Unit of Shanghai Institute for Pediatric Research and MOE-Shanghai Key Laboratory for Children's Environmental Health, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, 200092, Shanghai, China. feili@shsmu.edu.cn.

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