Discovery of eQTL Alleles Associated with Autism Spectrum Disorder: A Case-Control Study

被引:3
|
作者
Hickman, Allison R. [1 ]
Selee, Bradley [2 ]
Pauly, Rini [3 ]
Husain, Benafsh [3 ]
Hang, Yuqing [1 ]
Feltus, Frank Alex [1 ,2 ,4 ,5 ]
机构
[1] Clemson Univ, Genet & Biochem Dept, Clemson, SC 29634 USA
[2] Clemson Univ, Elect & Comp Engn Dept, Clemson, SC 29634 USA
[3] Clemson Univ, Biomed Data Sci & Informat Program, Clemson, SC 29634 USA
[4] Clemson Univ, Ctr Human Genet, Greenwood, SC 29646 USA
[5] Biosyst Res Complex,302C,105 Collings St, Clemson, SC 29634 USA
关键词
Autism spectrum disorder; eQTLs; Classification; Neural network; REGULATORY VARIATION; GENE-EXPRESSION; COMPLEX TRAITS; MUTATIONS; CHILDREN; CLASSIFICATION; POLYMORPHISM; NETWORK; PROFILE;
D O I
10.1007/s10803-022-05631-x
中图分类号
B844 [发展心理学(人类心理学)];
学科分类号
040202 ;
摘要
Autism Spectrum Disorder (ASD) is a complex neurodevelopmental disorder characterized by challenges in social communication as well as repetitive or restrictive behaviors. Many genetic associations with ASD have been identified, but most associations occur in a fraction of the ASD population. Here, we searched for eQTL-associated DNA variants with significantly different allele distributions between ASD-affected and control. Thirty significant DNA variants associated with 174 tissue-specific eQTLs from ASD individuals in the SPARK project were identified. Several significant variants fell within brain-specific regulatory regions or had been associated with a significant change in gene expression in the brain. These eQTLs are a new class of biomarkers that could control the myriad of brain and non-brain phenotypic traits seen in ASD-affected individuals.
引用
收藏
页码:3595 / 3612
页数:18
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