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综合基因组分析、肿瘤突变负担和 PD-L1 表达的整合,以鉴定非小细胞肺癌免疫治疗的新型生物标志物。

Integration of comprehensive genomic profiling, tumor mutational burden, and PD-L1 expression to identify novel biomarkers of immunotherapy in non-small cell lung cancer.

机构信息

Department of geriatric thoracic surgery, The First Hospital of Kunming Medical University, Kunming City, People's Republic of China.

Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China.

出版信息

Cancer Med. 2021 Apr;10(7):2216-2231. doi: 10.1002/cam4.3649. Epub 2021 Mar 2.

Abstract

OBJECTIVES

This study aimed to explore the novel biomarkers for immune checkpoint inhibitor (ICI) responses in non-small cell lung cancer (NSCLC) by integrating genomic profiling, tumor mutational burden (TMB), and expression of programmed death receptor 1 ligand (PD-L1).

MATERIALS AND METHODS

Tumor and blood samples from 637 Chinese patients with NSCLC were collected for targeted panel sequencing. Genomic alterations, including single nucleotide variations, insertions/deletions, copy number variations, and gene rearrangements, were assessed and TMB was computed. TMB-high (TMB-H) was defined as ≥10 mutations/Mb. PD-L1 positivity was defined as ≥1% tumor cells with membranous staining. Genomic data and ICI outcomes of 240 patients with NSCLC were derived from cBioPortal.

RESULTS

EGFR-sensitizing mutations, ALK, RET, and ROS1 rearrangements were associated with lower TMB and PD-L1+/TMB-H proportions, whereas KRAS, ALK, RET, and ROS1 substitutions/indels correlated with higher TMB and PD-L1+/TMB-H proportions than wild-type genotypes. Histone-lysine N-methyltransferase 2 (KMT2) family members (KMT2A, KMT2C, and KMT2D) were frequently mutated in NSCLC tumors, and these mutations were associated with higher TMB and PD-L1 expression, as well as higher PD-L1+/TMB-H proportions. Specifically, patients with KMT2C mutations had higher TMB and PD-L1+/TMB-H proportions than wild-type patients. The median progression-free survival (PFS) was 5.47 months (95% CI 2.5-NA) in patients with KMT2C mutations versus 3.17 months (95% CI 2.6-4.27) in wild-type patients (p = 0.058). Furthermore, in patients with NSCLC who underwent ICI treatment, patients with TP53/KMT2C co-mutations had significantly longer PFS and greater durable clinical benefit (HR: 0.48, 95% CI: 0.24-0.94, p = 0.033). TP53 mutation combined with KMT2C or KRAS mutation was a better biomarker with expanded population benefit from ICIs therapy and increased the predictive power (HR: 0.46, 95% CI: 0.26-0.81, p = 0.007).

CONCLUSION

We found that tumors with different alterations in actionable target genes had variable expression of PD-L1 and TMB in NSCLC. TP53/KMT2C co-mutation might serve as a predictive biomarker for ICI responses in NSCLC.

IMPLICATIONS FOR PRACTICE

Cancer immunotherapies, especially immune checkpoint inhibitors (ICIs), have revolutionized the treatment of non-small cell lung cancer (NSCLC); however, only a proportion of patients derive durable responses to this treatment. Biomarkers with greater accuracy are highly needed. In total, 637 Chinese patients with NSCLC were analyzed using next-generation sequencing and IHC to characterize the unique features of genomic alterations and TMB and PD-L1 expression. Our study demonstrated that KMT2C/TP53 co-mutation might be an accurate, cost-effective, and reliable biomarker to predict responses to PD-1 blockade therapy in NSCLC patients and that adding KRAS to the biomarker combination creates a more robust parameter to identify the best responders to ICI therapy.

摘要

目的

本研究旨在通过整合基因组分析、肿瘤突变负担(TMB)和程序性死亡受体 1 配体(PD-L1)的表达,探索免疫检查点抑制剂(ICI)在非小细胞肺癌(NSCLC)中的新型生物标志物。

材料和方法

收集了 637 例中国 NSCLC 患者的肿瘤和血液样本,进行靶向 panel 测序。评估了包括单核苷酸变异、插入/缺失、拷贝数变异和基因重排在内的基因组改变,并计算了 TMB。TMB 高(TMB-H)定义为≥10 个突变/Mb。PD-L1 阳性定义为≥1%肿瘤细胞有膜染色。240 例 NSCLC 患者的基因组数据和 ICI 结果来自 cBioPortal。

结果

EGFR 敏感突变、ALK、RET 和 ROS1 重排与较低的 TMB 和 PD-L1+/TMB-H 比例相关,而 KRAS、ALK、RET 和 ROS1 替换/插入与野生型基因型相比,与更高的 TMB 和 PD-L1+/TMB-H 比例相关。组蛋白赖氨酸 N-甲基转移酶 2(KMT2)家族成员(KMT2A、KMT2C 和 KMT2D)在 NSCLC 肿瘤中经常发生突变,这些突变与更高的 TMB 和 PD-L1 表达以及更高的 PD-L1+/TMB-H 比例相关。具体而言,与野生型患者相比,KMT2C 突变患者的 TMB 和 PD-L1+/TMB-H 比例更高。KMT2C 突变患者的中位无进展生存期(PFS)为 5.47 个月(95%CI 2.5-NA),而野生型患者为 3.17 个月(95%CI 2.6-4.27)(p=0.058)。此外,在接受 ICI 治疗的 NSCLC 患者中,TP53/KMT2C 共突变患者的 PFS 显著延长,持久临床获益更大(HR:0.48,95%CI:0.24-0.94,p=0.033)。TP53 突变联合 KMT2C 或 KRAS 突变是一种更好的生物标志物,具有更广泛的人群获益,提高了预测能力(HR:0.46,95%CI:0.26-0.81,p=0.007)。

结论

我们发现,具有不同可操作靶基因突变的肿瘤在 NSCLC 中 PD-L1 和 TMB 的表达存在差异。TP53/KMT2C 共突变可能是 NSCLC 对 ICI 反应的预测生物标志物。

意义

癌症免疫疗法,尤其是免疫检查点抑制剂(ICI),已经彻底改变了非小细胞肺癌(NSCLC)的治疗方式;然而,只有一部分患者对这种治疗方法产生持久的反应。因此,需要更准确的生物标志物。本研究使用下一代测序和 IHC 对 637 例中国 NSCLC 患者进行了分析,以描述基因组改变和 TMB 以及 PD-L1 表达的独特特征。我们的研究表明,KMT2C/TP53 共突变可能是预测 NSCLC 患者对 PD-1 阻断治疗反应的准确、具有成本效益和可靠的生物标志物,并且将 KRAS 添加到生物标志物组合中可以创建更强大的参数,以识别对 ICI 治疗反应最佳的患者。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/595b/7982619/4028bf990d61/CAM4-10-2216-g003.jpg

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