Interest of Multi-omics (WES / RNA-Seq) Approach to Fight Against the Diagnostic Deadlock in Mitochondrial Diseases
试验速览
- 阶段
- 不适用
- 状态
- 招募中
- 入组人数
- 66
- 试验地点
- 8
- 主要终点
- number of variations interpreted as responsible for the Mitochondrial diseases
研究概览
简要总结
MITOMICS aims to determine which RNA-Seq results (from muscle or fibroblasts) are the most informative for the interpretation of VUS identified by WES for patients suspected of mitochondrial myopathy. Analysis of RNA-Seq and WES results will performed with a computational approach using an autoencoder-based method
详细描述
Mitochondrial diseases (MD) are rare, clinically and genetically extremely heterogeneous, caused by a deficit of energy production via the mitochondria. Mitochondria are dependent on 2 genomes mitochondrial DNA and nuclear DNA, and many pathogenic variants carried by these 2 genomes are responsible for mitochondrial diseases. The diagnostic strategies for MD patients have evolved significantly with the emergence of Next Generation Sequencing (NGS) also accelerating the identification of the responsible gene. However, the diagnostic yield remains limited and requires the development of new approaches. Previous studies showed that WES and RNA-Seq combination improves the diagnosis of MD, essentially by helping in the interpretation of identified VUS.
With MITOMICS project, we will included 66 patients suspected of a mitochondrial myopathy (clinical, histological or biochemical), with a negative mtDNA and WES NGS in trio. For each patient we will sequenced RNA from muscle and fibroblasts. Using a new innovative methology of multi-OMICS integration we will determined which RNA-Seq data (from muscle or fibroblasts) are the most informative for the interpretation of VUS identified by WES for patients suspected of mitochondrial myopathy. The results obtained will allow the interpretation of VUS and the identification of specific molecular signatures.
研究设计
- 研究类型
- Observational
- 观察模型
- Cohort
- 时间视角
- Other
入排标准
- 性别
- All
- 接受健康志愿者
- 否
入选标准
- •Patients suspected of a mitochondrial disease with muscular signs (clinical, histological or biochemical)
- •Patients with negative mtDNA and WES NGS in trio
- •Patients with routine muscle and skin biopsies available
- •Blood samples from parents and / or relatives available for segregation studies
- •Informed consent of the study signed by the patient or the legal representatives of the minor patient or under guardianship
- •Patients affiliated to social security
排除标准
- •Patients with suspected mitochondrial disease without muscle involvement
- •Patients for whom the mtDNA NGS and WES have not been performed
- •Patients with suspected mitochondrial disease with causal variant identified
- •Refusal to sign the informed consent for the study
- •Insufficient amount of frozen material or culture failure for fibroblasts
结局指标
主要结局
number of variations interpreted as responsible for the Mitochondrial diseases
时间窗: baseline
• Comparison of the number of variations (splicing variant, expression level) or VUS, identified in WES, interpreted as responsible for the disease (class 4 or 5 variants) thanks to the RNA-Seq carried out at from a muscle biopsy or RNA-Seq performed from fibroblasts
次要结局
- RNA in mitochondiral deseases(baseline)
- variation of RNA in mitochondiral deseases(baseline)
- specific molecular signatures of mitochondiral deseases(baseline)
