Department of Electrical Engineering, Katholieke Universiteit Leuven, Leuven, Belgium.
Nat Protoc. 2012 Jan 19;7(2):281-310. doi: 10.1038/nprot.2011.426.
We present a protocol for reliably detecting DNA copy number aberrations in a single human cell. Multiple displacement-amplified DNAs of a cell are hybridized to a 3,000-bacterial artificial chromosome (BAC) array and to an Affymetrix 250,000 (250K)-SNP array. Subsequent copy number calling is based on the integration of BAC probe-specific copy number probabilities that are estimated by comparing probe intensities with a single-cell whole-genome amplification (WGA) reference model for diploid chromosomes, as well as SNP copy number and loss-of-heterozygosity states estimated by hidden Markov models (HMM). All methods for detecting DNA copy number aberrations in single human cells have difficulty in confidently discriminating WGA artifacts from true genetic variants. Furthermore, some methods lack thorough validation for segmental DNA imbalance detection. Our protocol minimizes false-positive variant calling and enables uniparental isodisomy detection in single cells. Additionally, it provides quality assessment, allowing the exclusion of uninterpretable single-cell WGA samples. The protocol takes 5-7 d.
我们提出了一种在单个人类细胞中可靠检测 DNA 拷贝数畸变的方案。细胞的多次置换扩增 DNA 与 3000 个细菌人工染色体 (BAC) 阵列和 Affymetrix 250,000 (250K)-SNP 阵列杂交。随后的拷贝数调用是基于 BAC 探针特异性拷贝数概率的整合,这些概率是通过将探针强度与单个人类细胞全基因组扩增 (WGA) 参考模型进行比较来估计的,同时还通过隐马尔可夫模型 (HMM) 来估计 SNP 拷贝数和杂合性丢失状态。所有用于检测单个人类细胞中 DNA 拷贝数畸变的方法在自信地区分 WGA 伪影与真实遗传变异方面都存在困难。此外,一些方法缺乏对片段性 DNA 不平衡检测的全面验证。我们的方案最大限度地减少了假阳性变异调用,并能够在单个细胞中检测单亲同二倍体。此外,它还提供了质量评估,允许排除不可解释的单个人类细胞 WGA 样本。该方案需要 5-7 天。