The immuno-behavioural covariation associated with the treatment response to bumetanide in young children with autism spectrum disorder.
Authors
Zhang, Lingli
Shan, Haidi
Dai, Yuan
He, Hua
Publication Date
2022-06-03Journal Title
Transl Psychiatry
ISSN
2158-3188
Publisher
Springer Science and Business Media LLC
Volume
12
Issue
1
Language
en
Type
Article
This Version
VoR
Metadata
Show full item recordCitation
Li, Q., Zhang, L., Shan, H., Yu, J., Dai, Y., He, H., Li, W., et al. (2022). The immuno-behavioural covariation associated with the treatment response to bumetanide in young children with autism spectrum disorder.. Transl Psychiatry, 12 (1) https://doi.org/10.1038/s41398-022-01987-x
Abstract
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.
Keywords
Article, /692/53/2423, /692/699/476/1373, /96/21, article
Sponsorship
National Natural Science Foundation of China (National Science Foundation of China) (82125032, 81930095, 81761128035, 81873909 and 81761128011)
Science and Technology Commission of Shanghai Municipality (Shanghai Municipal Science and Technology Commission) (19410713500, 2018SHZDZX01, and 20ZR1404900)
Identifiers
s41398-022-01987-x, 1987
External DOI: https://doi.org/10.1038/s41398-022-01987-x
This record's URL: https://www.repository.cam.ac.uk/handle/1810/337786
Rights
Licence:
http://creativecommons.org/licenses/by/4.0/
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