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高效重建细胞谱系树以研究细胞谱系和癌症。

Efficient reconstruction of cell lineage trees for cell ancestry and cancer.

机构信息

Department of Quantitative Health Sciences, Center for Individualized Medicine, Mayo Clinic, Rochester, MN 55905, USA.

Child Study Center, Yale University, New Haven, CT 06520, USA.

出版信息

Nucleic Acids Res. 2023 Jun 9;51(10):e57. doi: 10.1093/nar/gkad254.

Abstract

Mosaic mutations can be used to track cell ancestries and reconstruct high-resolution lineage trees during cancer progression and during development, starting from the first cell divisions of the zygote. However, this approach requires sampling and analyzing the genomes of multiple cells, which can be redundant in lineage representation, limiting the scalability of the approach. We describe a strategy for cost- and time-efficient lineage reconstruction using clonal induced pluripotent stem cell lines from human skin fibroblasts. The approach leverages shallow sequencing coverage to assess the clonality of the lines, clusters redundant lines and sums their coverage to accurately discover mutations in the corresponding lineages. Only a fraction of lines needs to be sequenced to high coverage. We demonstrate the effectiveness of this approach for reconstructing lineage trees during development and in hematologic malignancies. We discuss and propose an optimal experimental design for reconstructing lineage trees.

摘要

嵌合体突变可用于在癌症进展过程中以及从受精卵的第一次细胞分裂开始,追踪细胞的祖源并重建高分辨率的谱系树。然而,这种方法需要对多个细胞的基因组进行采样和分析,这在谱系表示中可能是冗余的,限制了该方法的可扩展性。我们描述了一种使用来自人类皮肤成纤维细胞的克隆诱导多能干细胞系进行成本和时间高效的谱系重建的策略。该方法利用浅层测序覆盖度来评估谱系的克隆性,对冗余的谱系进行聚类并对其覆盖度求和,从而准确地发现相应谱系中的突变。仅需要对一小部分谱系进行高覆盖率测序。我们证明了该方法在发育和血液系统恶性肿瘤中重建谱系树的有效性。我们讨论并提出了一种用于重建谱系树的最佳实验设计。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a85e/10250207/7f97b3dcdcfb/gkad254figgra1.jpg

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