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通过RADseq揭示肿瘤的多样性与进化。

Tumor diversity and evolution revealed through RADseq.

作者信息

Perry Elizabeth B, Makohon-Moore Alvin, Zheng Caihong, Kaufman Charles K, Cai Jun, Iacobuzio-Donahue Christine A, White Richard M

机构信息

Cancer Biology & Genetics, Memorial Sloan Kettering Cancer Center, New York, New York, USA.

Biostatistics, Yale University, New Haven, Connecticut, USA.

出版信息

Oncotarget. 2017 Jun 27;8(26):41792-41805. doi: 10.18632/oncotarget.18355.

Abstract

Cancer is an evolutionary disease, and there is increasing interest in applying tools from evolutionary biology to understand cancer progression. Restriction-site associated DNA sequencing (RADseq) was developed for the field of evolutionary genetics to study adaptation and identify evolutionary relationships among populations. Here we apply RADseq to study tumor evolution, which allows for unbiased sampling of any desired frequency of the genome, overcoming the selection bias and cost limitations inherent to exome or whole-genome sequencing. We apply RADseq to both human pancreatic cancer and zebrafish melanoma samples. Using either a low-frequency (SbfI, 0.4% of the genome) or high-frequency (NsiI, 6-9% of the genome) cutter, we successfully identify single nucleotide substitutions and copy number alterations in tumors, which can be augmented by performing RADseq on sublineages within the tumor. We are able to infer phylogenetic relationships between primary tumors and metastases. These same methods can be used to identify somatic mosaicism in seemingly normal, non-cancerous tissues. Evolutionary studies of cancer that focus on rates of tumor evolution and evolutionary relationships among tumor lineages will benefit from the flexibility and efficiency of restriction-site associated DNA sequencing.

摘要

癌症是一种进化性疾病,人们越来越有兴趣应用进化生物学工具来理解癌症进展。限制性内切酶位点相关DNA测序(RADseq)是为进化遗传学领域开发的,用于研究适应性并确定种群间的进化关系。在此,我们应用RADseq来研究肿瘤进化,它能够对基因组的任何期望频率进行无偏采样,克服了外显子组或全基因组测序固有的选择偏差和成本限制。我们将RADseq应用于人类胰腺癌和斑马鱼黑色素瘤样本。使用低频(SbfI,占基因组的0.4%)或高频(NsiI,占基因组的6 - 9%)切割酶,我们成功地在肿瘤中鉴定出单核苷酸替换和拷贝数改变,通过对肿瘤内的亚谱系进行RADseq可增强这些结果。我们能够推断原发性肿瘤和转移灶之间的系统发育关系。这些相同的方法可用于在看似正常的非癌组织中鉴定体细胞镶嵌现象。关注肿瘤进化速率和肿瘤谱系间进化关系的癌症进化研究将受益于限制性内切酶位点相关DNA测序的灵活性和效率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2150/5522028/bf2d5ed6d33e/oncotarget-08-41792-g001.jpg

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