OmniSeq Inc., Buffalo, New York; Center for Personalized Medicine, Roswell Park Cancer Institute, Buffalo, New York.
OmniSeq Inc., Buffalo, New York.
J Mol Diagn. 2018 Jan;20(1):95-109. doi: 10.1016/j.jmoldx.2017.10.001. Epub 2017 Oct 20.
We have developed a next-generation sequencing assay to quantify biomarkers of the host immune response in formalin-fixed, paraffin-embedded (FFPE) tumor specimens. This assay aims to provide clinicians with a comprehensive characterization of the immunologic tumor microenvironment as a guide for therapeutic decisions on patients with solid tumors. The assay relies on RNA-sequencing (seq) to semiquantitatively measure the levels of 43 transcripts related to anticancer immune responses and 11 transcripts that reflect the relative abundance of tumor-infiltrating lymphocytes, as well as on DNA-seq to estimate mutational burden. The assay has a clinically relevant 5-day turnaround time and can be conducted on as little as 2.5 ng of RNA and 1.8 ng of genomic DNA extracted from three to five standard FFPE sections. The standardized next-generation sequencing workflow produced sequencing reads adequate for clinical testing of matched RNA and DNA from several samples in a single run. Assay performance for gene-specific sensitivity, linearity, dynamic range, and detection threshold was estimated across a wide range of actual and artificial FFPE samples selected or generated to address preanalytical variability linked to specimen features (eg, tumor-infiltrating lymphocyte abundance, percentage of necrosis), and analytical variability linked to assay features (eg, batch size, run, day, operator). Analytical precision studies demonstrated that the assay is highly reproducible and accurate compared with established orthogonal approaches.
我们开发了一种下一代测序检测方法,用于定量分析福尔马林固定、石蜡包埋(FFPE)肿瘤标本中宿主免疫反应的生物标志物。该检测方法旨在为临床医生提供肿瘤免疫微环境的全面特征,作为指导固体肿瘤患者治疗决策的依据。该检测方法依赖于 RNA 测序(seq)来半定量测量 43 种与抗癌免疫反应相关的转录本和 11 种反映肿瘤浸润淋巴细胞相对丰度的转录本的水平,同时还依赖于 DNA 测序(seq)来估计突变负担。该检测方法具有临床相关的 5 天周转时间,仅需 2.5ng RNA 和 1.8ng 从三个到五个标准 FFPE 切片中提取的基因组 DNA 即可进行。标准化的下一代测序工作流程产生了足够的测序读数,可在单个运行中对来自多个样本的匹配 RNA 和 DNA 进行临床测试。通过选择或生成各种实际和人工 FFPE 样本,对基因特异性灵敏度、线性度、动态范围和检测阈值进行了评估,以解决与样本特征(例如肿瘤浸润淋巴细胞丰度、坏死百分比)相关的分析前变异性和与分析特征(例如批次大小、运行、天数、操作人员)相关的分析变异性。分析精密度研究表明,与已建立的正交方法相比,该检测方法具有高度的可重复性和准确性。