Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA.
Jan and Dan Duncan Neurological Research Institute, Texas Children's Hospital, Houston, TX, USA.
Methods Mol Biol. 2022;2472:235-276. doi: 10.1007/978-1-0716-2201-8_19.
Rare variants in the many genes related to Notch signaling cause diverse Mendelian diseases that affect myriad organ systems. In addition, genome- and exome-wide association studies have linked common and rare variants in Notch-related genes to common diseases and phenotypic traits. Moreover, somatic mutations in these genes have been observed in many types of cancer, some of which are classified as oncogenic and others as tumor suppressive. While functional characterization of some of these variants has been performed through experimental studies, the number of "variants of unknown significance" identified in patients with diverse conditions keeps increasing as high-throughput sequencing technologies become more commonly used in the clinic. Furthermore, as disease gene discovery efforts identify rare variants in human genes that have yet to be linked to a disease, the demand for functional characterization of variants in these "genes of unknown significance" continues to increase. In this chapter, we describe a workflow to functionally characterize a rare variant in a Notch signaling related gene that was found to be associated with late-onset Alzheimer's disease. This pipeline involves informatic analysis of the variant of interest using diverse human and model organism databases, followed by in vivo experiments in the fruit fly Drosophila melanogaster. The protocol described here can be used to study variants that affect amino acids that are not conserved between human and fly. By "humanizing" the almondex gene in Drosophila with mutant alleles and heterologous genomic rescue constructs, a missense variant in TM2D3 (TM2 Domain Containing 3) was shown to be functionally damaging. This, and similar approaches, greatly facilitate functional interpretations of genetic variants in the human genome and propel personalized medicine.
与 Notch 信号通路相关的众多基因中的罕见变异会导致多种孟德尔疾病,这些疾病会影响众多器官系统。此外,全基因组和外显子组关联研究已经将 Notch 相关基因中的常见和罕见变异与常见疾病和表型特征联系起来。此外,这些基因中的体细胞突变已经在许多类型的癌症中观察到,其中一些被归类为致癌基因,另一些则被归类为肿瘤抑制基因。虽然通过实验研究对其中一些变体进行了功能表征,但随着高通量测序技术在临床中越来越普遍地应用,在具有不同病症的患者中发现的“意义不明的变异”数量仍在不断增加。此外,随着疾病基因发现工作确定了与疾病尚未相关的人类基因中的罕见变异,对这些“意义不明的基因”中的变异进行功能表征的需求仍在不断增加。在本章中,我们描述了一种功能表征与迟发性阿尔茨海默病相关的 Notch 信号通路相关基因中的罕见变异的工作流程。该流程包括使用多种人类和模式生物数据库对感兴趣的变异进行信息分析,然后在果蝇 Drosophila melanogaster 中进行体内实验。这里描述的方案可用于研究影响人类和果蝇之间不保守的氨基酸的变异。通过在果蝇中“人源化”杏仁核基因的突变等位基因和异源基因组拯救构建体,证明 TM2D3(TM2 结构域包含 3)中的错义变异具有功能破坏性。这种方法和类似的方法极大地促进了对人类基因组中遗传变异的功能解释,并推动了个性化医疗。