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Weak Association between Autism Spectrum Disorder and Two Genes YBX3 and HSPA1A – A Meta-Analysis

机译:自闭症谱系障碍和两个基因YBX3和HSPA1A之间的弱关联-荟萃分析

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Background: Recently, HSPA1A and YBX3 have been suggested as influential genes for Autism Spectrum Disorder (ASD). However, the results have shown a lack of replication. Method: Here we performed a systematic review and a meta-analysis to explore the gene expression activity of HSPA1A and YBX3 in ASD. Fifteen RNA expression datasets of ASD case vs. control studies were acquired from Gene Expression Omnibus, including 1,534 samples (830 ASD cases, and 704 healthy controls). Both fixed-effect and random-effects models were employed for meta-analysis. Multiple linear regression (MLR) were employed to study the possible influence of the following factors: tissue, sample size, sex and racial region. Results: Utilizing all 15 datasets, both genes presented no significant log fold change (LFC) in ASD: YBX3 (LFC = 0.001; p-value = 0.49); HSPA1A (LFC = 0.115; p-value = 0.16), but weak effect sizes for the 3 brain tissue sampled datasets: YBX3 (LOR = 0.89; p-value = 0.11); HSPA1A (LOR = 0.91; p-value = 0.086). Sample tissue is a major factor for both genes (p-value Conclusion: Our results suggest that YBX3 and HSPA1A may present weak protective regulation within the brain of ASD patients.
机译:背景:最近,HSPA1A和YBX3被认为是自闭症谱系障碍(ASD)的影响基因。但是,结果表明缺少复制。方法:在这里,我们进行了系统的综述和荟萃分析,以探讨HSPA1A和YBX3在ASD中的基因表达活性。从Gene Expression Omnibus获得了15个ASD病例与对照研究的RNA表达数据集,包括1,534个样本(830个ASD病例和704个健康对照)。固定效应模型和随机效应模型均用于荟萃分析。多元线性回归(MLR)用于研究以下因素的可能影响:组织,样本量,性别和种族区域。结果:利用全部15个数据集,两个基因在ASD中均未表现出显着的对数倍变化(LFC):YBX3(LFC = 0.001; p值= 0.49); HSPA1A(LFC = 0.115; p值= 0.16),但对3个脑组织采样数据集的影响大小较弱:YBX3(LOR = 0.89; p值= 0.11); HSPA1A(LOR = 0.91; p值= 0.086)。样本组织是这两个基因的主要因素(p值结论:我们的结果表明,YBX3和HSPA1A可能在ASD患者的大脑中表现出较弱的保护性调节作用。

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