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

被引:0
|
作者
Allison R. Hickman
Bradley Selee
Rini Pauly
Benafsh Husain
Yuqing Hang
Frank Alex Feltus
机构
[1] Clemson University,Genetics and Biochemistry Department
[2] Clemson University,Electrical and Computer Engineering Department
[3] Clemson University,Biomedical Data Science & Informatics Program
[4] Clemson University,Center for Human Genetics
[5] Biosystems Research Complex,undefined
关键词
Autism spectrum disorder; eQTLs; Classification; Neural network;
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学科分类号
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.
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页码:3595 / 3612
页数:17
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