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MitoDel: A Method to Detect and Quantify Mitochondrial DNA Deletions from Next-Generation Sequence Data

机译:MITODEL:一种从下一代序列数据检测和定量线粒体DNA缺失的方法

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Human genetic variation can be present in many forms, including single nucleotide variants, small insertions/deletions, larger chromosomal gains and losses, and inter-chromosomal translocations. There is a need for robust and accurate algorithms to detect all forms of human genetic variation from large genomic data sets. The vast majority of such algorithms focus exclusively on the 24 chromosomes (22 auto-somes, X, and Y) comprising the nuclear genome. Usually ignored is the mitochondrial genome, despite the crucial role of the mitochondrion in cellular bioenergetics and the known roles of mitochondrial mutations in a number of human diseases [1], including cancer. The mitochondrial chromosome (mtDNA) may be present at up to tens of thousands of copies in a cell [2]. Therefore, variants may be present in a very small proportion of the cell's mtDNA copies, a condition known as heteroplasmy. Established computational tools used to identify biologically important nuclear DNA variants are often not adaptable to the mitochondrial genome. These tools have been developed to detect heterozygotic variants rather than heteroplasmic, so it is vitally important to develop new approaches to assess and quantify mtDNA genomic variation.
机译:人类遗传变异可以以多种形式存在,包括单核苷酸变体,小插入/缺失,较大的染色体增益和损失以及缔染色体易位性。需要稳健和准确的算法来检测来自大型基因组数据集的所有形式的人类遗传变化。绝大多数这样的算法专注于包含核基因组的24染色体(22个自动题,x和y)。通常被忽视是线粒体基因组,尽管线粒体在细胞生物植物中的作用和线粒体突变在许多人类疾病中的已知作用[1],包括癌症。线粒体染色体(MTDNA)可以存在于细胞中高达成千上万的副本[2]。因此,变体可以以非常小的细胞的MTDNA拷贝存在,称为异质的病症。用于识别生物学上重要的核DNA变体的建立的计算工具通常不适合线粒体基因组。已经开发出这些工具以检测杂小吞咽变异而不是异质性,因此开发新方法以评估和量化MTDNA基因组变异是至关重要的。

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