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量化多基因检测在早期肺腺癌切除中的价值

Quantifying the Value of Multigene Testing in Resected Early Stage Lung Adenocarcinoma.

作者信息

Muthusamy Bharathi, Raskina Kira, Lofgren Katherine T, Li Gerald, Tolba Khaled, Schwed Karen, Castellanos Emily, Huang Richard S P, Oxnard Geoffrey R, Schrock Alexa B, Pennell Nathan

机构信息

Cleveland Clinic Foundation, Department of Hematology and Medical Oncology, Cleveland, Ohio.

Foundation Medicine, Inc., Boston, Massachusetts.

出版信息

J Thorac Oncol. 2023 Apr;18(4):476-486. doi: 10.1016/j.jtho.2022.11.027. Epub 2022 Dec 6.

Abstract

INTRODUCTION

Tyrosine kinase inhibitors and immune checkpoint inhibitors (ICIs), each requiring testing for precision biomarkers, have recently been approved in the adjuvant setting. We assessed the potential value of multigene testing in early lung adenocarcinoma (LUAD).

METHODS

Using a real-world clinicogenomic database linking deidentified electronic health record-derived clinical data to genomic data, we selected patients with LUAD who underwent tissue comprehensive genomic profiling (CGP). Using a probabilistic decision tree, we estimated the cost implications of the avoidance of adjuvant ICI in patients with programmed death-ligand 1-positive (PD-L1+) LUAD and an ALK, ROS1 or RET driver.

RESULTS

The CGP was performed on a specimen collected before advanced disease in 20% (1320 of 6697) of cases and ordered before advanced diagnosis for 12.6% (847 of 6697) of patients. The prevalence of driver alterations in early and advanced-stage specimens was similar, though KRAS mutations were enriched in early disease and drivers including ALK rearrangements in advanced disease. Patients who had CGP results obtained before versus after recurrence had less time between recurrence and the start of any first-line treatment (median 3.6 versus 6 wk, p < 0.001). Through avoidance of ICI in programmed death-ligand 1-positive early LUAD with an ALK, ROS1 or RET driver, we estimated that the universal CGP could reduce expected costs by $1597.23 per patient relative to EGFR single-gene testing.

CONCLUSIONS

The CGP can identify driver alterations and accelerate the start of first-line therapy at recurrence. It may also represent a cost-effective approach for avoiding futile adjuvant ICI in patients with drivers that have historically lacked activity with ICI in metastatic disease.

摘要

引言

酪氨酸激酶抑制剂和免疫检查点抑制剂(ICI)最近已在辅助治疗中获批,每种药物都需要进行精准生物标志物检测。我们评估了多基因检测在早期肺腺癌(LUAD)中的潜在价值。

方法

利用一个真实世界的临床基因组数据库,将去识别化的电子健康记录衍生的临床数据与基因组数据相链接,我们选择了接受组织综合基因组分析(CGP)的LUAD患者。使用概率决策树,我们估计了在程序性死亡配体1阳性(PD-L1+)的LUAD且有ALK、ROS1或RET驱动基因的患者中避免辅助ICI治疗的成本影响。

结果

在20%(6697例中的1320例)的病例中,CGP是在晚期疾病出现之前采集的标本上进行的,在12.6%(6697例中的847例)的患者中是在晚期诊断之前进行的。早期和晚期标本中驱动基因改变的发生率相似,不过KRAS突变在早期疾病中更为富集,而包括ALK重排在内的驱动基因在晚期疾病中更为常见。复发前与复发后获得CGP结果的患者,从复发到开始任何一线治疗的时间间隔更短(中位时间分别为3.6周和6周,p<0.001)。通过在有ALK、ROS1或RET驱动基因的PD-L1阳性早期LUAD中避免使用ICI,我们估计相对于EGFR单基因检测,通用CGP可为每位患者降低预期成本1597.23美元。

结论

CGP可以识别驱动基因改变,并加速复发时一线治疗的开始。它也可能是一种具有成本效益的方法,可避免在既往转移性疾病中对ICI无反应的驱动基因患者进行无效的辅助ICI治疗。

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