Department of Biomedical and Health Informatics, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.
Division of Human Genetics, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.
Birth Defects Res. 2019 Aug 1;111(13):888-905. doi: 10.1002/bdr2.1534. Epub 2019 Jun 20.
Over 50% of patients with 22q11.2 deletion syndrome (DS) have a conotruncal or related cardiac defect (CTRD). We hypothesized that similar genetic variants, developmental pathways and biological functions, contribute to disease risk for CTRD in patients without a 22q11.2 deletion (ND-CTRD) and with a 22q11.2 deletion (DS-CTRD). To test this hypothesis, we performed rare CNV (rCNV)-based analyses on 630 ND-CTRD cases and 602 DS-CTRD cases with comparable cardiac lesions separately and jointly. First, we detected a collection of heart development related pathways from Gene Ontology and Mammalian Phenotype Ontology analysis. We then constructed gene regulation networks using unique genes collected from the rCNVs found in the ND-CTRD and DS-CTRD cohorts. These gene networks were clustered and their predicted functions were examined. We further investigated expression patterns of those unique genes using publicly available mouse embryo microarray expression data from single-cell embryos to fully developed hearts. By these bioinformatics approaches, we identified a commonly shared gene expression pattern in both the ND-CTRD and DS-CTRD cohorts. Computational analysis of gene functions characterized with this expression pattern revealed a collection of significantly enriched terms related to cardiovascular development. By our combined analysis of rCNVs in the ND-CTRD and DS-CTRD cohorts, a group of statistically significant shared pathways, biological functions, and gene expression patterns were identified that can be tested in future studies for their biological relevance.
超过 50%的 22q11.2 缺失综合征(DS)患者存在圆锥动脉干或相关心脏缺陷(CTRD)。我们假设,在没有 22q11.2 缺失的患者(ND-CTRD)和有 22q11.2 缺失的患者(DS-CTRD)中,相似的遗传变异、发育途径和生物学功能可能导致 CTRD 的发病风险增加。为了验证这一假说,我们对 630 例 ND-CTRD 病例和 602 例 DS-CTRD 病例进行了基于罕见 CNV(rCNV)的分析,这些病例的心脏病变具有可比性。首先,我们从基因本体论和哺乳动物表型本体论分析中检测到了一系列与心脏发育相关的途径。然后,我们使用从 ND-CTRD 和 DS-CTRD 队列中发现的 rCNV 收集的独特基因构建了基因调控网络。这些基因网络被聚类,并检查了它们的预测功能。我们进一步使用来自单细胞胚胎到完全发育心脏的公开可用的小鼠胚胎微阵列表达数据,研究了这些独特基因的表达模式。通过这些生物信息学方法,我们在 ND-CTRD 和 DS-CTRD 队列中确定了一个共同的基因表达模式。对具有这种表达模式的基因功能的计算分析揭示了一组与心血管发育相关的显著富集术语。通过对 ND-CTRD 和 DS-CTRD 队列的 rCNV 进行综合分析,确定了一组具有统计学意义的共享途径、生物学功能和基因表达模式,可以在未来的研究中进一步验证其生物学相关性。