Wallen Zachary D, Nesline Mary K, Tierno Marni, Roos Alison, Schnettler Erica, Husain Hatim, Sathyan Pratheesh, Caveney Brian, Eisenberg Marcia, Severson Eric A, Ramkissoon Shakti H
Labcorp Oncology, Durham, NC, United States.
Illumina, San Diego, CA, United States.
Front Oncol. 2024 Nov 27;14:1473327. doi: 10.3389/fonc.2024.1473327. eCollection 2024.
Matching patients to an effective targeted therapy or immunotherapy is a challenge for advanced and metastatic non-small cell lung cancer (NSCLC), especially when relying on assays that test one marker at a time. Unlike traditional single marker tests, comprehensive genomic profiling (CGP) can simultaneously assess NSCLC tumors for hundreds of genomic biomarkers and markers for immunotherapy response, leading to quicker and more precise matches to therapeutics.
In this study, we performed CGP on 7,606 patients with advanced or metastatic NSCLC using the Illumina TruSight Oncology 500 (TSO 500) CGP assay to show its coverage and utility in detecting known and novel features of NSCLC.
Testing revealed distinct genomic profiles of lung adenocarcinoma and squamous cell carcinomas and detected variants with a current targeted therapy or clinical trial in >72% of patient tumors. Known associations between genomic alterations and immunotherapy markers were observed including significantly lower TMB levels in tumors with therapy-associated alterations and significantly higher PD-L1 levels in tumors with , , , or driver mutations. Co-occurrence analysis followed by network analysis with gene module detection revealed known and novel co-occurrences between genomic alterations. Further, certain modules of genes with co-occurring genomic alterations had dose-dependent relationships with histology and increasing or decreasing levels of PD-L1 and TMB, suggesting a complex relationship between PD-L1, TMB, and genomic alterations in these gene modules.
This study is the largest clinical study to date utilizing the TSO 500. It provides an opportunity to further characterize the landscape of NSCLC using this newer technology and show its clinical utility in detecting known and novel facets of NSCLC to inform treatment decision-making.
为晚期和转移性非小细胞肺癌(NSCLC)患者匹配有效的靶向治疗或免疫治疗是一项挑战,尤其是依赖一次仅检测一个标志物的检测方法时。与传统的单标志物检测不同,综合基因组分析(CGP)可以同时评估NSCLC肿瘤中的数百种基因组生物标志物以及免疫治疗反应标志物,从而更快、更精确地匹配治疗方法。
在本研究中,我们使用Illumina TruSight Oncology 500(TSO 500)CGP检测方法对7606例晚期或转移性NSCLC患者进行了CGP检测,以显示其在检测NSCLC已知和新特征方面的覆盖范围及实用性。
检测揭示了肺腺癌和鳞状细胞癌不同的基因组图谱,并在超过72%的患者肿瘤中检测到目前有靶向治疗或临床试验的变异。观察到基因组改变与免疫治疗标志物之间的已知关联,包括具有治疗相关改变的肿瘤中TMB水平显著较低,以及具有 、 、 或 驱动基因突变的肿瘤中PD-L1水平显著较高。通过共现分析,随后进行基因模块检测的网络分析,揭示了基因组改变之间已知和新的共现情况。此外,具有共现基因组改变的某些基因模块与组织学以及PD-L1和TMB水平的升高或降低存在剂量依赖关系,表明这些基因模块中PD-L1、TMB和基因组改变之间存在复杂的关系。
本研究是迄今为止使用TSO 500进行的最大规模临床研究。它提供了一个机会,利用这项新技术进一步描绘NSCLC的全貌,并展示其在检测NSCLC已知和新方面以指导治疗决策方面的临床实用性。