Division of Laboratory Genetics and Experimental Pathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota.
Division of Laboratory Genetics and Experimental Pathology, Department of Laboratory Medicine and Pathology, Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota; Department of Mathematics, Statistics, and Computer Science, St. Olaf College, Northfield, Minnesota.
J Mol Diagn. 2021 May;23(5):555-564. doi: 10.1016/j.jmoldx.2021.01.008. Epub 2021 Feb 4.
Tumor mutation burden (TMB) is an emerging biomarker of immunotherapy response. RNA sequencing in FFPE tissue samples was used for determining TMB in microsatellite-stable (MSS) and microsatellite instability-high (MSI-H) tumors in patients with colorectal or endometrial cancer. Tissue from tumors and paired normal tissue from 46 MSI-H and 12 MSS cases were included. Of the MSI-H tumors, 29 had defective DNA mismatch-repair mutations, and 17 had MLH1 promoter hypermethylation. TMB was measured using the expressed somatic nucleotide variants (eTMB). A method of accurate measurement of eTMB was developed that removes FFPE-derived artifacts by leveraging mutation signatures. There was a significant difference in the median eTMB values observed between MSI-H and MSS cases: 27.3 versus 6.7 mutations/megabase (mut/Mb) (P = 3.5 × 10). Among tumors with defective DNA-mismatch repair, those with mismatch-repair mutations had a significantly higher median eTMB than those with hypermethylation: 28.1 versus 17.5 mut/Mb (P = 0.037). Multivariate analysis showed that MSI status, tumor type (endometrial or colorectal), and age were significantly associated with eTMB. Additionally, using whole-exome sequencing in a subset of these patients, it was determined that DNA TMB correlated well with eTMB (Spearman correlation coefficient, 0.83). These results demonstrate that RNA sequencing can be used for measuring eTMB in FFPE tumor specimens.
肿瘤突变负荷(TMB)是免疫治疗反应的一个新兴生物标志物。在结直肠癌或子宫内膜癌患者中,使用 RNA 测序对微卫星稳定(MSS)和微卫星不稳定高(MSI-H)肿瘤的 FFPE 组织样本进行 TMB 检测。纳入了 46 例 MSI-H 和 12 例 MSS 病例的肿瘤组织和配对的正常组织。在 MSI-H 肿瘤中,29 例存在缺陷的 DNA 错配修复突变,17 例存在 MLH1 启动子超甲基化。使用表达体细胞核苷酸变体(eTMB)来测量 TMB。通过利用突变特征,开发了一种准确测量 eTMB 的方法,可以去除 FFPE 衍生的伪影。MSI-H 和 MSS 病例之间观察到的中位 eTMB 值存在显著差异:27.3 与 6.7 个突变/兆碱基(mut/Mb)(P=3.5×10)。在存在缺陷的 DNA 错配修复的肿瘤中,具有错配修复突变的肿瘤的中位 eTMB 显著高于具有高甲基化的肿瘤:28.1 与 17.5 mut/Mb(P=0.037)。多变量分析表明,MSI 状态、肿瘤类型(子宫内膜或结直肠)和年龄与 eTMB 显著相关。此外,在这些患者的亚组中使用全外显子组测序,确定 DNA TMB 与 eTMB 具有良好的相关性(Spearman 相关系数,0.83)。这些结果表明,RNA 测序可用于测量 FFPE 肿瘤标本中的 eTMB。