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基因组DNA的单细胞测序解析了黑色素瘤细胞系中的亚克隆异质性。

Single-cell sequencing of genomic DNA resolves sub-clonal heterogeneity in a melanoma cell line.

作者信息

Velazquez-Villarreal Enrique I, Maheshwari Shamoni, Sorenson Jon, Fiddes Ian T, Kumar Vijay, Yin Yifeng, Webb Michelle G, Catalanotti Claudia, Grigorova Mira, Edwards Paul A, Carpten John D, Craig David W

机构信息

Department of Translational Genomics, Keck School of Medicine of University of Southern California, Los Angeles, CA, USA.

10X Genomics, Pleasanton, CA, USA.

出版信息

Commun Biol. 2020 Jun 25;3(1):318. doi: 10.1038/s42003-020-1044-8.

Abstract

We performed shallow single-cell sequencing of genomic DNA across 1475 cells from a cell-line, COLO829, to resolve overall complexity and clonality. This melanoma tumor-line has been previously characterized by multiple technologies and is a benchmark for evaluating somatic alterations. In some of these studies, COLO829 has shown conflicting and/or indeterminate copy number and, thus, single-cell sequencing provides a tool for gaining insight. Following shallow single-cell sequencing, we first identified at least four major sub-clones by discriminant analysis of principal components of single-cell copy number data. Based on clustering, break-point and loss of heterozygosity analysis of aggregated data from sub-clones, we identified distinct hallmark events that were validated within bulk sequencing and spectral karyotyping. In summary, COLO829 exhibits a classical Dutrillaux's monosomic/trisomic pattern of karyotype evolution with endoreduplication, where consistent sub-clones emerge from the loss/gain of abnormal chromosomes. Overall, our results demonstrate how shallow copy number profiling can uncover hidden biological insights.

摘要

我们对来自细胞系COLO829的1475个细胞的基因组DNA进行了浅层单细胞测序,以解析总体复杂性和克隆性。这种黑色素瘤肿瘤细胞系此前已通过多种技术进行了表征,是评估体细胞改变的一个基准。在其中一些研究中,COLO829显示出相互矛盾和/或不确定的拷贝数,因此,单细胞测序为深入了解提供了一种工具。在进行浅层单细胞测序后,我们首先通过对单细胞拷贝数数据的主成分进行判别分析,确定了至少四个主要亚克隆。基于对亚克隆聚合数据的聚类、断点和杂合性缺失分析,我们确定了不同的标志性事件,并在批量测序和光谱核型分析中得到了验证。总之,COLO829表现出经典的Dutrillaux单倍体/三体核型进化模式,并伴有核内复制,其中一致的亚克隆从异常染色体的丢失/获得中出现。总体而言,我们的结果证明了浅层拷贝数分析如何能够揭示隐藏的生物学见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e0b6/7316972/b3a5296a3de5/42003_2020_1044_Fig1_HTML.jpg

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