Illumina Inc., San Diego, CA, USA.
Department of Haematology, University of Cambridge, NHS Blood and Transplant Centre, Cambridge, UK.
Genet Med. 2020 May;22(5):945-953. doi: 10.1038/s41436-020-0754-0. Epub 2020 Feb 18.
Spinal muscular atrophy (SMA), caused by loss of the SMN1 gene, is a leading cause of early childhood death. Due to the near identical sequences of SMN1 and SMN2, analysis of this region is challenging. Population-wide SMA screening to quantify the SMN1 copy number (CN) is recommended by the American College of Medical Genetics and Genomics.
We developed a method that accurately identifies the CN of SMN1 and SMN2 using genome sequencing (GS) data by analyzing read depth and eight informative reference genome differences between SMN1/2.
We characterized SMN1/2 in 12,747 genomes, identified 1568 samples with SMN1 gains or losses and 6615 samples with SMN2 gains or losses, and calculated a pan-ethnic carrier frequency of 2%, consistent with previous studies. Additionally, 99.8% of our SMN1 and 99.7% of SMN2 CN calls agreed with orthogonal methods, with a recall of 100% for SMA and 97.8% for carriers, and a precision of 100% for both SMA and carriers.
This SMN copy-number caller can be used to identify both carrier and affected status of SMA, enabling SMA testing to be offered as a comprehensive test in neonatal care and an accurate carrier screening tool in GS sequencing projects.
脊髓性肌萎缩症(SMA)是由 SMN1 基因缺失引起的,是导致儿童早期死亡的主要原因。由于 SMN1 和 SMN2 的序列几乎完全相同,因此对该区域的分析具有挑战性。美国医学遗传学与基因组学学院建议进行全人群 SMA 筛查,以量化 SMN1 的拷贝数(CN)。
我们开发了一种方法,通过分析读深度和 SMN1/2 之间的 8 个信息参考基因组差异,利用基因组测序(GS)数据准确识别 SMN1 和 SMN2 的 CN。
我们对 12747 个基因组进行了 SMN1/2 特征分析,确定了 1568 个 SMN1 增益或缺失样本和 6615 个 SMN2 增益或缺失样本,并计算出全民族携带者频率为 2%,与之前的研究一致。此外,我们 99.8%的 SMN1 和 99.7%的 SMN2 CN 调用与正交方法一致,SMA 的召回率为 100%,携带者的召回率为 97.8%,SMA 和携带者的精度均为 100%。
这种 SMN 拷贝数调用器可用于识别 SMA 的携带者和受影响状态,从而使 SMA 测试能够作为新生儿护理的综合测试,并成为 GS 测序项目中准确的携带者筛查工具。