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在基因组 DNA 中检测到的低频等位基因突变会影响下一代测序技术在游离 DNA 中的突变检测准确性。

Variants with a low allele frequency detected in genomic DNA affect the accuracy of mutation detection in cell-free DNA by next-generation sequencing.

机构信息

Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas.

Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas.

出版信息

Cancer. 2018 Mar 1;124(5):1061-1069. doi: 10.1002/cncr.31152. Epub 2017 Nov 27.

DOI:10.1002/cncr.31152
PMID:29178133
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5821585/
Abstract

BACKGROUND

Next-generation sequencing of cell-free DNA (cfDNA) has been shown to be a useful noninvasive test for detecting mutations in solid tumors.

METHODS

Targeted gene sequencing was performed with a panel of 263 cancer-related genes for cfDNA and genomic DNA of peripheral blood mononuclear cells (PBMCs) obtained from presurgical specimens of 6 lung cancer patients, and mutation calls in these samples were compared with those of primary tumors and corresponding patient-derived xenografts (PDXs).

RESULTS

Approximately 67% of the mutations detected in the tumor samples (primary tumors and/or PDXs) were also detected in genomic DNA from PBMCs as background mutations. These background mutations consisted of germline polymorphisms and a group of mutations with low allele frequencies, mostly <10%. These variants with a low allele frequency were repeatedly detected in all types of samples from the same patients and at similarly low allele frequency levels in PBMCs from different patients; this indicated that their detection might be derived from common causes, such as homologous sequences in the human genome. Allele frequencies of mutations detected in both primary tumors and cfDNA showed 2 patterns: 1) low allele frequencies (approximately 1%-10%) in cfDNA but high allele frequencies (usually >10% or >3-fold increase) in primary tumors and further enrichment in PDXs and 2) similar allele frequencies across samples.

CONCLUSIONS

Because only a small fraction of total cfDNA might be derived from tumor cells, only mutations with the first allele frequency pattern may be regarded as tumor-specific mutations in cfDNA. Effective filtering of background mutations will be required to improve the accuracy of mutation calls in cfDNA. Cancer 2018;124:1061-9. © 2017 American Cancer Society.

摘要

背景

游离 DNA(cfDNA)的下一代测序已被证明是一种用于检测实体瘤突变的有用的非侵入性检测方法。

方法

对 6 例肺癌患者术前标本中外周血单个核细胞(PBMC)的 cfDNA 和基因组 DNA 进行了 263 个与癌症相关基因的靶向基因测序,并比较了这些样本中的突变与原发性肿瘤和相应的患者来源异种移植物(PDX)的突变。

结果

肿瘤样本(原发性肿瘤和/或 PDX)中检测到的约 67%的突变也作为背景突变被检测到 PBMC 中的基因组 DNA 中。这些背景突变包括种系多态性和一组低频等位基因突变,大多数<10%。这些低频等位基因突变在同一患者的所有类型的样本中均被反复检测到,在不同患者的 PBMC 中以相似的低频等位基因频率水平检测到,这表明它们的检测可能来自同源序列等共同原因在人类基因组中。在原发性肿瘤和 cfDNA 中检测到的突变的等位基因频率显示出 2 种模式:1)cfDNA 中的低频等位基因频率(约 1%-10%),但原发性肿瘤中的高频等位基因频率(通常>10%或>3 倍增加),并在 PDX 中进一步富集,2)样本间相似的等位基因频率。

结论

由于只有一小部分总 cfDNA 可能来自肿瘤细胞,只有具有第一种等位基因频率模式的突变才可能被视为 cfDNA 中的肿瘤特异性突变。需要有效的背景突变过滤来提高 cfDNA 中突变检测的准确性。癌症 2018;124:1061-9. © 2017 美国癌症协会。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/76c4/5821585/81ba5409a9fd/nihms924561f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/76c4/5821585/288f0fb62c86/nihms924561f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/76c4/5821585/c1db9359b787/nihms924561f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/76c4/5821585/c9503e73ed89/nihms924561f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/76c4/5821585/2eca6cb6bd10/nihms924561f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/76c4/5821585/81ba5409a9fd/nihms924561f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/76c4/5821585/288f0fb62c86/nihms924561f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/76c4/5821585/c1db9359b787/nihms924561f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/76c4/5821585/c9503e73ed89/nihms924561f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/76c4/5821585/2eca6cb6bd10/nihms924561f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/76c4/5821585/81ba5409a9fd/nihms924561f5.jpg

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