Decreased levels of urinary free amino acids in children with autism spectrum disorder

被引:9
|
作者
Li, Chen [1 ]
Shen, Kangwei [1 ]
Chu, Lanling [2 ]
Liu, Ping [3 ]
Song, Yuan [3 ]
Kang, Xuejun [1 ]
机构
[1] Southeast Univ, Sch Biol Sci & Med Engn, Minist Educ China, Key Lab Child Dev & Learning Sci, Nanjing, Jiangsu, Peoples R China
[2] Southeast Univ, Sch Publ Hlth, Nanjing, Jiangsu, Peoples R China
[3] Suzhou Municipal Hosp, Div Child Care, Suzhou, Peoples R China
关键词
Autism spectrum disorder; Amino acid; Logistic regression; Multivariate model; BIOMARKERS; DIAGNOSIS; MARKERS;
D O I
10.1016/j.jocn.2018.05.001
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Autism spectrum disorder (ASD) is a range of neurodevelopmental problems without certain causes. Conventional diagnostic or screening tools for ASD rely on the observation of children's behavioral presentations. Novel methods are focused on the alterations of some important biochemical matters in ASD patients, which are applicable in the screening for ASD. This study investigated and compared amino acids in the first morning urine from age and sex matched ASD and non-ASD children using high performance liquid chromatography. Significantly lower urinary free methionine, phenylalanine, valine, tryptophan, and leucine plus isoleucine were observed in ASD children. The effects of using urinary free amino acids (UFAAs) singly or conjointly to classify participants into ASD or control group were analyzed and compared. ROC curves on these UFAA5 singly in classification performed the sensitivity of 0.593-0.889 and the specificity of 0.704-0.963. Binary-logistic regression analysis of these UFAA5 obtained a final regression model comprised of urinary free valine and tryptophan. The ROC curve established by the linear combination of the two amino acids achieved a sensitivity of 0.926 and a specificity of 0.889, which showed superiority to single UFAA and comparability to existing diagnostic or screening tools. It was suggested that the multivariate model based on UFAA5 was possibly applicable in screening for children at higher risk of ASD. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:45 / 49
页数:5
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