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dc.contributor.authorLi, Qingyang
dc.contributor.authorZhang, Lingli
dc.contributor.authorShan, Haidi
dc.contributor.authorYu, Juehua
dc.contributor.authorDai, Yuan
dc.contributor.authorHe, Hua
dc.contributor.authorLi, Wei-Guang
dc.contributor.authorLangley, Christelle
dc.contributor.authorSahakian, Barbara J
dc.contributor.authorYao, Yin
dc.contributor.authorLuo, Qiang
dc.contributor.authorLi, Fei
dc.date.accessioned2022-07-08T01:04:34Z
dc.date.available2022-07-08T01:04:34Z
dc.date.issued2022-06-03
dc.identifier.issn2158-3188
dc.identifier.otherPMC9166783
dc.identifier.other35660740
dc.identifier.urihttps://www.repository.cam.ac.uk/handle/1810/338898
dc.description.abstractBumetanide, 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.
dc.languageeng
dc.publisherSpringer Science and Business Media LLC
dc.rightsAttribution 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.sourceessn: 2158-3188
dc.sourcenlmid: 101562664
dc.subjectHumans
dc.subjectBumetanide
dc.subjectgamma-Aminobutyric Acid
dc.subjectCytokines
dc.subjectAutistic Disorder
dc.subjectChild
dc.subjectChild, Preschool
dc.subjectAutism Spectrum Disorder
dc.titleThe immuno-behavioural covariation associated with the treatment response to bumetanide in young children with autism spectrum disorder.
dc.typeArticle
dc.date.updated2022-07-08T01:04:34Z
prism.issueIdentifier1
prism.publicationNameTransl Psychiatry
prism.volume12
dc.identifier.doi10.17863/CAM.86305
dcterms.dateAccepted2022-05-25
rioxxterms.versionofrecord10.1038/s41398-022-01987-x
rioxxterms.versionVoR
rioxxterms.licenseref.urihttps://creativecommons.org/licenses/by/4.0/
dc.contributor.orcidLi, Qingyang [0000-0002-0474-3579]
dc.contributor.orcidYu, Juehua [0000-0002-1661-0503]
dc.contributor.orcidLi, Wei-Guang [0000-0002-3442-7518]
dc.contributor.orcidLangley, Christelle [0000-0001-5061-2820]
dc.contributor.orcidSahakian, Barbara J [0000-0001-7352-1745]
dc.contributor.orcidYao, Yin [0000-0003-3053-8429]
dc.contributor.orcidLuo, Qiang [0000-0002-0426-6039]
dc.contributor.orcidLi, Fei [0000-0002-2455-4986]
dc.identifier.eissn2158-3188
pubs.funder-project-idNational Natural Science Foundation of China (National Science Foundation of China) (82125032, 81930095, 81761128035, 81873909 and 81761128011)
pubs.funder-project-idScience and Technology Commission of Shanghai Municipality (Shanghai Municipal Science and Technology Commission) (19410713500, 2018SHZDZX01, and 20ZR1404900)
cam.issuedOnline2022-06-03


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Attribution 4.0 International
Except where otherwise noted, this item's licence is described as Attribution 4.0 International