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Assessing telomeric DNA content in pediatric cancers using whole-genome sequencing data

机译:使用全基因组测序数据评估儿童癌症的端粒DNA含量

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Background Telomeres are the protective arrays of tandem TTAGGG sequence and associated proteins at the termini of chromosomes. Telomeres shorten at each cell division due to the end-replication problem and are maintained above a critical threshold inmalignant cancer cells to prevent cellular senescence or apoptosis. With the recent advances in massive parallel sequencing, assessing telomere content in the context of other cancer genomic aberrations becomes an attractive possibility. We present thefirst comprehensive analysis of telomeric DNA content change in tumors using whole-genome sequencing data from 235 pediatric cancers. Results To measure telomeric DNA content, we counted telomeric reads containing TTAGGGx4 or CCCTAAx4 and normalized to the average genomic coverage. Changes in telomeric DNA content in tumor genomes were clustered using a Bayesian Information Criterion to determine loss, no change, or gain. Using this approach, we found that the pattern of telomeric DNA alteration variesdramatically across the landscape of pediatric malignancies: telomere gain was found in 32% of solid tumors, 4% of brain tumors and 0% of hematopoietic malignancies. The results were validated by three independent experimental approaches and reveal significant association of telomere gain with the frequency of somatic sequence mutations and structural variations. Conclusions Telomere DNA content measurement using whole-genome sequencing data is a reliable approach that can generate useful insights intothe landscape of the cancer genome. Measuring the change in telomeric DNA during malignant progression is likely to be a useful metric when considering telomeres in the context of the whole genome.
机译:背景端粒是TTAGGG序列和相关蛋白在染色体末端的保护性阵列。由于末端复制问题,端粒在每个细胞分裂时都会缩短,并保持在恶性癌细胞的临界阈值以上,以防止细胞衰老或凋亡。随着大规模并行测序的最新进展,在其他癌症基因组畸变情况下评估端粒含量成为一种有吸引力的可能性。我们使用来自235例小儿癌症的全基因组测序数据,首次全面分析了肿瘤中端粒DNA含量的变化。结果为了测量端粒DNA含量,我们对包含TTAGGGx4或CCCTAAx4的端粒读数进行计数,并标准化为平均基因组覆盖率。使用贝叶斯信息准则对肿瘤基因组中端粒DNA含量的变化进行聚类以确定损失,无变化或无收获。使用这种方法,我们发现端粒DNA改变的模式在整个儿科恶性肿瘤中发生了戏剧性的变化:在32%的实体瘤,4%的脑瘤和0%的造血恶性肿瘤中发现端粒增加。通过三种独立的实验方法验证了结果,并揭示了端粒增益与体细胞序列突变和结构变异的频率显着相关。结论使用全基因组测序数据测量端粒DNA含量是一种可靠的方法,可以对癌症基因组的状况产生有用的见解。在整个基因组范围内考虑端粒时,测量恶性进展过程中端粒DNA的变化可能是有用的指标。

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