Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences and Yunnan Province, Kunming Institute of Zoology, Chinese Academy of Sciences, Shanghai, China.
Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences and Yunnan Province, Kunming Institute of Zoology, Chinese Academy of Sciences, Shanghai, China; Kunming College of Life Science, University of Chinese Academy of Sciences, Shanghai, China.
Biol Psychiatry. 2021 Feb 1;89(3):246-255. doi: 10.1016/j.biopsych.2020.09.016. Epub 2020 Sep 22.
Genome-wide association studies (GWASs) have reported hundreds of genomic loci associated with schizophrenia, yet identifying the functional risk variations is a key step in elucidating the underlying mechanisms.
We applied multiple bioinformatics and molecular approaches, including expression quantitative trait loci analyses, epigenome signature identification, luciferase reporter assay, chromatin conformation capture, homology-directed genome editing by CRISPR/Cas9 (clustered regularly interspaced short palindromic repeats/Cas9), RNA sequencing, and ATAC-Seq (assay for transposase-accessible chromatin using sequencing).
We found that the schizophrenia GWAS risk variations at 16p11.2 were significantly associated with messenger RNA levels of multiple genes in human brain, and one of the leading expression quantitative trait loci genes, MAPK3, is located ∼200 kb away from these risk variations in the genome. Further analyses based on the epigenome marks in human brain and cell lines suggested that a noncoding single nucleotide polymorphism, rs4420550 (p = 2.36 × 10 in schizophrenia GWAS), was within a DNA enhancer region, which was validated via in vitro luciferase reporter assays. The chromatin conformation capture experiment showed that the rs4420550 region physically interacted with the MAPK3 promoter and TAOK2 promoter. Precise CRISPR/Cas9 editing of a single base pair in cells followed by RNA sequencing further confirmed the regulatory effects of rs4420550 on the transcription of 16p11.2 genes, and ATAC-Seq demonstrated that rs4420550 affected chromatin accessibility at the 16p11.2 region. The rs4420550-[A/A] cells showed significantly higher proliferation rates compared with rs4420550-[G/G] cells.
These results together suggest that rs4420550 is a functional risk variation, and this study illustrates an example of comprehensive functional characterization of schizophrenia GWAS risk loci.
全基因组关联研究(GWAS)已经报告了数百个与精神分裂症相关的基因组位点,但确定功能风险变异是阐明潜在机制的关键步骤。
我们应用了多种生物信息学和分子方法,包括表达数量性状基因座分析、表观基因组特征鉴定、荧光素酶报告基因检测、染色质构象捕获、CRISPR/Cas9(成簇规律间隔短回文重复序列/Cas9)同源定向基因组编辑、RNA 测序和 ATAC-Seq(使用测序进行转座酶可及染色质的测定)。
我们发现,16p11.2 上的精神分裂症 GWAS 风险变异与人类大脑中多个基因的信使 RNA 水平显著相关,其中一个主要的表达数量性状基因座基因 MAPK3 位于基因组中这些风险变异的约 200kb 之外。基于人类大脑和细胞系中的表观基因组标记的进一步分析表明,一个非编码单核苷酸多态性 rs4420550(在精神分裂症 GWAS 中 p=2.36×10)位于 DNA 增强子区域内,这通过体外荧光素酶报告基因检测得到了验证。染色质构象捕获实验表明,rs4420550 区域与 MAPK3 启动子和 TAOK2 启动子物理相互作用。在细胞中精确编辑单个碱基对后进行 RNA 测序进一步证实了 rs4420550 对 16p11.2 基因转录的调控作用,ATAC-Seq 表明 rs4420550 影响 16p11.2 区域的染色质可及性。与 rs4420550-[G/G] 细胞相比,rs4420550-[A/A] 细胞的增殖速度明显更快。
这些结果共同表明,rs4420550 是一种功能风险变异,本研究说明了全面功能表征精神分裂症 GWAS 风险位点的一个例子。