Purcell Ryan H, Sefik Esra, Werner Erica, King Alexia T, Mosley Trenell J, Merritt-Garza Megan E, Chopra Pankaj, McEachin Zachary T, Karne Sridhar, Raj Nisha, Vaglio Brandon J, Sullivan Dylan, Firestein Bonnie L, Tilahun Kedamawit, Robinette Maxine I, Warren Stephen T, Wen Zhexing, Faundez Victor, Sloan Steven A, Bassell Gary J, Mulle Jennifer G
bioRxiv. 2023 May 26:2023.01.27.525748. doi: 10.1101/2023.01.27.525748.
Recent advances in the genetics of schizophrenia (SCZ) have identified rare variants that confer high disease risk, including a 1.6 Mb deletion at chromosome 3q29 with a staggeringly large effect size (O.R. > 40). Understanding the impact of the 3q29 deletion (3q29Del) on the developing CNS may therefore lead to insights about the pathobiology of schizophrenia. To gain clues about the molecular and cellular perturbations caused by the 3q29 deletion, we interrogated transcriptomic effects in two experimental model systems with complementary advantages: isogenic human forebrain cortical organoids and isocortex from the 3q29Del mouse model. We first created isogenic lines by engineering the full 3q29Del into an induced pluripotent stem cell line from a neurotypical individual. We profiled transcriptomes from isogenic cortical organoids that were aged for 2 months and 12 months, as well as day p7 perinatal mouse isocortex, all at single cell resolution. Differential expression analysis by genotype in each cell-type cluster revealed that more than half of the differentially expressed genes identified in mouse cortex were also differentially expressed in human cortical organoids, and strong correlations were observed in mouse-human differential gene expression across most major cell-types. We systematically filtered differentially expressed genes to identify changes occurring in both model systems. Pathway analysis on this filtered gene set implicated dysregulation of mitochondrial function and energy metabolism, although the direction of the effect was dependent on developmental timepoint. Transcriptomic changes were validated at the protein level by analysis of oxidative phosphorylation protein complexes in mouse brain tissue. Assays of mitochondrial function in human heterologous cells further confirmed robust mitochondrial dysregulation in 3q29Del cells, and these effects are partially recapitulated by ablation of the 3q29Del gene . Taken together these data indicate that metabolic disruption is associated with 3q29Del and is conserved across species. These results converge with data from other rare SCZ-associated variants as well as idiopathic schizophrenia, suggesting that mitochondrial dysfunction may be a significant but overlooked contributing factor to the development of psychotic disorders. This cross-species scRNA-seq analysis of the SCZ-associated 3q29 deletion reveals that this copy number variant may produce early and persistent changes in cellular metabolism that are relevant to human neurodevelopment.
精神分裂症(SCZ)遗传学的最新进展已鉴定出具有高疾病风险的罕见变异,包括3号染色体q29区域的1.6 Mb缺失,其效应大小惊人(优势比> 40)。因此,了解3q29缺失(3q29Del)对发育中的中枢神经系统的影响可能有助于深入了解精神分裂症的病理生物学。为了获取有关3q29缺失引起的分子和细胞扰动的线索,我们在两个具有互补优势的实验模型系统中研究了转录组效应:同基因人类前脑皮质类器官和3q29Del小鼠模型的同型皮质。我们首先通过将完整的3q29Del工程改造到来自神经典型个体的诱导多能干细胞系中,创建了同基因系。我们对2个月和12个月龄的同基因皮质类器官以及出生后第7天的围产期小鼠同型皮质的转录组进行了分析,所有分析均在单细胞分辨率下进行。在每个细胞类型簇中按基因型进行的差异表达分析表明,在小鼠皮质中鉴定出的差异表达基因中,超过一半在人类皮质类器官中也有差异表达,并且在大多数主要细胞类型的小鼠 - 人类差异基因表达中观察到强相关性。我们系统地筛选差异表达基因,以确定在两个模型系统中都发生的变化。对该筛选基因集的通路分析表明线粒体功能和能量代谢失调,尽管效应方向取决于发育时间点。通过分析小鼠脑组织中的氧化磷酸化蛋白复合物,在蛋白质水平上验证了转录组变化。在人类异源细胞中进行的线粒体功能测定进一步证实了3q29Del细胞中存在明显的线粒体失调,并且通过敲除3q29Del基因部分再现了这些效应。综合这些数据表明,代谢紊乱与3q29Del相关,并且在物种间保守。这些结果与来自其他罕见的与SCZ相关的变异以及特发性精神分裂症的数据一致,表明线粒体功能障碍可能是精神病性障碍发展的一个重要但被忽视的促成因素。这种对与SCZ相关的3q29缺失的跨物种单细胞RNA测序分析表明,这种拷贝数变异可能在与人类神经发育相关的细胞代谢中产生早期和持续的变化。