Celemics, Inc. Seoul, Korea.
Laboratory of Epigenetics, Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea.
PLoS One. 2021 Feb 1;16(2):e0246356. doi: 10.1371/journal.pone.0246356. eCollection 2021.
In the present study, we developed a computational method and panel markers to assess microsatellite instability (MSI) using a targeted next-generation sequencing (NGS) platform and compared the performance of our computational method, mSILICO, with that of mSINGS to detect MSI in CRCs. We evaluated 13 CRC cell lines, 84 fresh and 119 formalin-fixed CRC tissues (including 61 MSI-high CRCs and 155 microsatellite-stable CRCs) and tested the classification performance of the two methods on 23, 230, and 3,154 microsatellite markers. For the fresh tissue and cell line samples, mSILICO showed a sensitivity of 100% and a specificity of 100%, regardless of the number of panel markers, whereas for the formalin-fixed tissue samples, mSILICO exhibited a sensitivity of up to 100% and a specificity of up to 100% with three differently sized panels ranging from 23 to 3154. These results were similar to those of mSINGS. With the application of mSILICO, the small panel of 23 markers had a sensitivity of ≥95% and a specificity of 100% in cell lines/fresh tissues and formalin-fixed tissues of CRC. In conclusion, we developed a new computational method and microsatellite marker panels for the determination of MSI that does not require paired normal tissues. A small panel could be integrated into the targeted NGS panel for the concurrent analysis of single nucleotide variations and MSI.
在本研究中,我们开发了一种计算方法和面板标记物,用于使用靶向下一代测序(NGS)平台评估微卫星不稳定性(MSI),并比较了我们的计算方法 mSILICO 与 mSINGS 在检测 CRC 中的 MSI 性能。我们评估了 13 个 CRC 细胞系、84 个新鲜和 119 个福尔马林固定的 CRC 组织(包括 61 个 MSI-高 CRC 和 155 个微卫星稳定的 CRC),并在 23、230 和 3154 个微卫星标记物上测试了这两种方法的分类性能。对于新鲜组织和细胞系样本,mSILICO 显示出 100%的敏感性和 100%的特异性,无论面板标记物的数量如何,而对于福尔马林固定组织样本,mSILICO 显示出高达 100%的敏感性和高达 100%的特异性,使用从 23 到 3154 的三个不同大小的面板。这些结果与 mSINGS 相似。使用 mSILICO 的应用,23 个标记物的小面板在 CRC 的细胞系/新鲜组织和福尔马林固定组织中具有≥95%的敏感性和 100%的特异性。总之,我们开发了一种新的计算方法和微卫星标记面板来确定不需要配对正常组织的 MSI。一个小面板可以整合到靶向 NGS 面板中,用于同时分析单核苷酸变异和 MSI。