Identifying the causal genetic variants in congenital brain disorders by integrating genome and transcrip-tome sequencing

通过整合基因组和转录组测序来识别先天性脑部疾病的致病遗传变异

基本信息

项目摘要

Rare Mendelian disorders are largely monogenic and comprise over 8,000 distinct entities. Congenital brain disorders, including microcephaly, malformations of the cortex, hindbrain, and corpus callosum, belong to monogenic diseases. Whole-exome sequencing (WES), mainly WES in patient-parents trios, was the main driver in disease gene discovery and led to a comprehensive understanding of the relationship between genes, associated clinical phenotype(s), and molecular mechanisms. Whole-genome sequencing (WGS) is the logical next step in identifying disease-causing variants not detected by WES, such as variants in RNA genes and non-coding regions and structural variants. As a concomitant approach, transcriptome sequencing is useful to search for genes with aberrant expression levels, aberrant splicing, and monoallelic expression and has the power to narrow down the investigation to a subset of candidate genes identified by WGS. To analyze the impact of any potential pathogenic variant, the cellular context in which a disease gene is expressed is important. In most cases, however, tissue specimen affected by the disease are not accessible. Human induced pluripotent stem cells (hiPSCs) that can be established from patient-derived cells and in vitro differentiation of hiPSCs into the cell type of interest are suitable model systems for transcriptome sequencing and studying the cellular-level phenotypes. In this project, we aim to identify the genetic cause in 25 WES-negative individuals with a congenital brain disorder: 7 patients have commissural abnormalities, 13 hindbrain malformations, 3 malformations of cortical development, all with or without microcephaly, and 2 have microcephaly with intrauterine growth retardation. We will first re-analyze existing trio-WES data using an updated bioinformatics workflow to identify a potentially pathogenic variant in a disease or candidate gene in up to 20% of the 25 patients. As a next step, we will perform trio-WGS in 20 genetically unsolved patients to identify a potentially pathogenic variant in a gene or non-coding region in a portion of these patients. A maximum of 5 patients with a candidate non-coding variant or without molecular diagnosis after trio-WGS and their healthy parents will be selected for obtaining primary urinary cells to reprogram them into hiPSCs, differentiate hiPSCs into induced human induced neural stem cells (hiNSCs), and perform transcriptome sequencing in hiNSCs-derived RNA. Integration of WGS and transcriptome data will potentially lead to the discovery or confirmation of the genetic cause in the patients. hiNSCs of one or a maximum of two patient-parent trios in which we have identified the pathogenic variant will be differentiated into human induced cortical neurons (hiNeurons). The morphogenetic phenotype of patient- and parent-derived hiNeurons will be studied to gain insight into the underlying pathophysiology.
罕见的孟德尔疾病主要是单基因的,包括超过8,000种不同的实体。先天性脑疾病,包括小头畸形、皮质、后脑和胼胝体畸形,属于单基因疾病。全外显子组测序(WES),主要是患者-父母三联体中的WES,是疾病基因发现的主要驱动力,并导致对基因、相关临床表型和分子机制之间关系的全面理解。全基因组测序(WGS)是识别WES未检测到的致病变异的合理下一步,例如RNA基因和非编码区的变异以及结构变异。作为一种伴随的方法,转录组测序可用于搜索具有异常表达水平、异常剪接和单等位基因表达的基因,并且具有将研究缩小到由WGS鉴定的候选基因的子集的能力。为了分析任何潜在致病性变异的影响,疾病基因表达的细胞背景是重要的。然而,在大多数情况下,受疾病影响的组织标本是无法获得的。可以从患者来源的细胞建立的人诱导多能干细胞(hiPSC)和hiPSC体外分化成感兴趣的细胞类型是用于转录组测序和研究细胞水平表型的合适模型系统。在这个项目中,我们的目标是确定25个WES阴性的先天性脑部疾病的遗传原因:7例患者有连合异常,13后脑畸形,3畸形的皮质发育,所有或没有小头畸形,和2个有宫内发育迟缓的小头畸形。我们将首先使用更新的生物信息学工作流程重新分析现有的trio-WES数据,以确定25名患者中多达20%的疾病或候选基因中的潜在致病性变体。下一步,我们将在20名遗传学未解决的患者中进行trio-WGS,以确定这些患者中一部分基因或非编码区的潜在致病性变异。将选择最多5名具有候选非编码变体或在trio-WGS后没有分子诊断的患者及其健康父母,以获得原代尿细胞,将其重编程为hiPSC,将hiPSC分化为诱导的人诱导神经干细胞(hiNSC),并在hiNSC衍生的RNA中进行转录组测序。WGS和转录组数据的整合将可能导致发现或确认患者的遗传原因。我们已经鉴定出致病性变体的一个或最多两个患者-父母三人组的hiNSC将分化为人诱导的皮质神经元(hiNeuron)。将研究患者和父母来源的hiNeuron的形态发生表型,以深入了解潜在的病理生理学。

项目成果

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Professorin Dr. Kerstin Kutsche其他文献

Professorin Dr. Kerstin Kutsche的其他文献

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{{ truncateString('Professorin Dr. Kerstin Kutsche', 18)}}的其他基金

Identifizierung von Krankheitsgenen für monogene Erkrankungen mittels chromosomaler Rearrangements und ausgewählte funktionelle Analysen
利用染色体重排和选定的功能分析鉴定单基因疾病的疾病基因
  • 批准号:
    192658999
  • 财政年份:
    2011
  • 资助金额:
    --
  • 项目类别:
    Research Grants
Genetic and functional studies of the microphthalmia with linear skin defects (MLS) syndrome
伴有线性皮肤缺损 (MLS) 综合征的小眼症的遗传和功能研究
  • 批准号:
    195162804
  • 财政年份:
    2011
  • 资助金额:
    --
  • 项目类别:
    Research Grants
IRP5: FIX proteins as regulators of receptor tyrosine kinase endocytosis and actin dynamics
IRP5:FIX 蛋白作为受体酪氨酸激酶内吞作用和肌动蛋白动力学的调节剂
  • 批准号:
    45544213
  • 财政年份:
    2007
  • 资助金额:
    --
  • 项目类别:
    Research Units
Identifizierung des ursächlichen Gendefektes für zwei monogen vererbte Krankheiten
两种单基因疾病的致病遗传缺陷的鉴定
  • 批准号:
    5415712
  • 财政年份:
    2004
  • 资助金额:
    --
  • 项目类别:
    Research Grants
Deciphering the pathomechanism of monogenic disorders associated with pathogenic variants in C20orf204, FBXW11 and WDHD1
破译与 C20orf204、FBXW11 和 WDHD1 致病变异相关的单基因疾病的病理机制
  • 批准号:
    511275754
  • 财政年份:
  • 资助金额:
    --
  • 项目类别:
    Research Grants
Whole-genome and RNA sequencing in 25 families with individual(s) affected by a Mendelian disorder
对 25 个患有孟德尔疾病的家庭进行全基因组和 RNA 测序
  • 批准号:
    443716202
  • 财政年份:
  • 资助金额:
    --
  • 项目类别:
    Research Grants
Identification of novel causative genes for neuro-cardio-facio-cutaneous syndromes by whole exome sequencing and functional analysis of pathogenic mutations
通过全外显子组测序和致病突变功能分析鉴定神经心面皮肤综合征的新致病基因
  • 批准号:
    259914611
  • 财政年份:
  • 资助金额:
    --
  • 项目类别:
    Research Grants

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使用倾向分(Propensity Score)和主分层(Principal Stratification)进行因果推断
  • 批准号:
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  • 批准年份:
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识别与儿童慢性肾病心脏风险相关的循环代谢物的遗传驱动因素
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在 CAVATICA 中研究和部署新型贝叶斯推理算法,用于识别唐氏综合症个体先天性心脏缺陷的基因组变异
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