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The immuno-behavioural covariation associated with the treatment response to bumetanide in young children with autism spectrum disorder
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...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9166783/ https://www.ncbi.nlm.nih.gov/pubmed/35660740 http://dx.doi.org/10.1038/s41398-022-01987-x |
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author | Li, Qingyang Zhang, Lingli Shan, Haidi Yu, Juehua Dai, Yuan He, Hua Li, Wei-Guang Langley, Christelle Sahakian, Barbara J. Yao, Yin Luo, Qiang Li, Fei |
author_facet | Li, Qingyang Zhang, Lingli Shan, Haidi Yu, Juehua Dai, Yuan He, Hua Li, Wei-Guang Langley, Christelle Sahakian, Barbara J. Yao, Yin Luo, Qiang Li, Fei |
author_sort | Li, Qingyang |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9166783 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-91667832022-06-05 The immuno-behavioural covariation associated with the treatment response to bumetanide in young children with autism spectrum disorder Li, Qingyang Zhang, Lingli Shan, Haidi Yu, Juehua Dai, Yuan He, Hua Li, Wei-Guang Langley, Christelle Sahakian, Barbara J. Yao, Yin Luo, Qiang Li, Fei Transl Psychiatry Article 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. Nature Publishing Group UK 2022-06-03 /pmc/articles/PMC9166783/ /pubmed/35660740 http://dx.doi.org/10.1038/s41398-022-01987-x Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Li, Qingyang Zhang, Lingli Shan, Haidi Yu, Juehua Dai, Yuan He, Hua Li, Wei-Guang Langley, Christelle Sahakian, Barbara J. Yao, Yin Luo, Qiang Li, Fei The immuno-behavioural covariation associated with the treatment response to bumetanide in young children with autism spectrum disorder |
title | The immuno-behavioural covariation associated with the treatment response to bumetanide in young children with autism spectrum disorder |
title_full | The immuno-behavioural covariation associated with the treatment response to bumetanide in young children with autism spectrum disorder |
title_fullStr | The immuno-behavioural covariation associated with the treatment response to bumetanide in young children with autism spectrum disorder |
title_full_unstemmed | The immuno-behavioural covariation associated with the treatment response to bumetanide in young children with autism spectrum disorder |
title_short | The immuno-behavioural covariation associated with the treatment response to bumetanide in young children with autism spectrum disorder |
title_sort | immuno-behavioural covariation associated with the treatment response to bumetanide in young children with autism spectrum disorder |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9166783/ https://www.ncbi.nlm.nih.gov/pubmed/35660740 http://dx.doi.org/10.1038/s41398-022-01987-x |
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