Program in Bioinformatics and Integrative Biology, University of Massachusetts Chan Medical School, Worcester, MA, 01605, USA.
Department of Neurology, University of Massachusetts Chan Medical School, Worcester, MA, 01605, USA.
Hum Genet. 2023 Aug;142(8):1281-1291. doi: 10.1007/s00439-023-02534-4. Epub 2023 Mar 6.
Cerebral organoids are comprised of diverse cell types found in the developing human brain, and can be leveraged in the identification of critical cell types perturbed by genetic risk variants in common, neuropsychiatric disorders. There is great interest in developing high-throughput technologies to associate genetic variants with cell types. Here, we describe a high-throughput, quantitative approach (oFlowSeq) by utilizing CRISPR-Cas9, FACS sorting, and next-generation sequencing. Using oFlowSeq, we found that deleterious mutations in autism-associated gene KCTD13 resulted in increased proportions of Nestin cells and decreased proportions of TRA-1-60 cells within mosaic cerebral organoids. We further identified that a locus-wide CRISPR-Cas9 survey of another 18 genes in the 16p11.2 locus resulted in most genes with > 2% maximum editing efficiencies for short and long indels, suggesting a high feasibility for an unbiased, locus-wide experiment using oFlowSeq. Our approach presents a novel method to identify genotype-to-cell type imbalances in an unbiased, high-throughput, quantitative manner.
类脑器官由发育中的人类大脑中发现的多种细胞类型组成,可用于鉴定受常见神经精神疾病遗传风险变异干扰的关键细胞类型。人们非常有兴趣开发高通量技术将遗传变异与细胞类型联系起来。在这里,我们描述了一种高通量、定量的方法(oFlowSeq),该方法利用了 CRISPR-Cas9、FACS 分选和下一代测序。使用 oFlowSeq,我们发现自闭症相关基因 KCTD13 的有害突变导致镶嵌性类脑器官中 Nestin 细胞的比例增加,TRA-1-60 细胞的比例减少。我们进一步发现,对 16p11.2 位点上的另 18 个基因进行全基因座范围的 CRISPR-Cas9 调查,结果表明大多数基因在短和长插入缺失方面的最大编辑效率超过 2%,这表明使用 oFlowSeq 进行无偏、全基因座实验具有很高的可行性。我们的方法提出了一种新颖的方法,可用于以无偏、高通量、定量的方式识别基因型与细胞类型的失衡。