Department of Maternal and Child Health and MOE (Ministry of Education) Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Maternity and Children Health Care Hospital of Luohu District, Shenzhen, China.
Autism Res. 2021 Apr;14(4):631-644. doi: 10.1002/aur.2466. Epub 2021 Jan 4.
Although recent genome-wide association studies have identified risk loci that strongly associates with autism spectrum disorder (ASD), how to pinpoint the causal genes remains a challenge. We aimed to pinpoint the potential causal genes and explore the possible susceptibility and mechanism. A convergent functional genomics (CFG) method was used to prioritize the candidate genes by combining lines of evidence, including Sherlock analysis, spatio-temporal expression patterns, expression analysis, protein-protein interactions, co-expression and association with brain structure. A higher score in the CFG approach suggested that more evidence supported this gene as an ASD risk gene. We screened genes with higher CFG scores for candidate functional single nucleotide polymorphisms (SNPs). A genotyping experiment (602 ASD children and 604 healthy sex-matched children) and the dual-luciferase reporter gene assay were followed to validate the effects of SNPs. We identified three genes (MAPT, ZNF285, and TIGD5) as candidate causal genes using the CFG approach. The genotyping experiment showed that TIGD5 rs75547282 was associated with an increased risk of ASD under the dominant model (OR = 1.37, 95% CI = 1.09-1.72, P = 0.006) though the statistical power was limited (5.2%). The T allele of rs75547282 activated the expression of TIGD5 compared with the C allele in the dual-luciferase reporter assay. Our study indicates that such comprehensive integrative analyses may be an effective way to explore promising ASD susceptibility variants and needs to be further investigated in future research. Genotyping experiments should, however, be based on a larger population sample to increase statistical power. LAY SUMMARY: We set out to pinpoint the potential causal genes of ASD and explore the possible susceptibility and mechanism by combining lines of evidence from different analyses. Our results show that TIGD5 rs75547282 is associated with the risk of ASD in the Han Chinese population. In addition, a similar framework to seek promising ASD risk variants could be further investigated in future research Autism Res 2021, 14: 631-644. © 2021 International Society for Autism Research and Wiley Periodicals LLC.
虽然最近的全基因组关联研究已经确定了与自闭症谱系障碍(ASD)强烈相关的风险位点,但如何确定致病基因仍然是一个挑战。我们旨在确定潜在的致病基因,并探索可能的易感性和机制。通过结合证据线索,包括 Sherlock 分析、时空表达模式、表达分析、蛋白质-蛋白质相互作用、共表达和与大脑结构的关联,使用收敛功能基因组学(CFG)方法对候选基因进行优先级排序。CFG 方法的得分越高,表明更多的证据支持该基因作为 ASD 风险基因。我们筛选了 CFG 得分较高的基因作为候选功能单核苷酸多态性(SNP)。随后进行了基因分型实验(602 名 ASD 儿童和 604 名健康性别匹配的儿童)和双荧光素酶报告基因检测,以验证 SNP 的影响。我们使用 CFG 方法确定了三个候选致病基因(MAPT、ZNF285 和 TIGD5)。基因分型实验表明,在显性模型下,TIGD5 rs75547282 与 ASD 风险增加相关(OR = 1.37,95%CI = 1.09-1.72,P = 0.006),尽管统计效力有限(5.2%)。在双荧光素酶报告基因检测中,与 C 等位基因相比,rs75547282 的 T 等位基因激活了 TIGD5 的表达。我们的研究表明,这种综合的整合分析可能是探索有希望的 ASD 易感性变异的有效方法,需要在未来的研究中进一步探讨。然而,基因分型实验应该基于更大的人群样本,以增加统计效力。