Who benefit from adjuvant chemotherapy in stage I lung adenocarcinoma? A multi-dimensional model for candidate selection

IF 4.8 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Neoplasia Pub Date : 2024-02-21 DOI:10.1016/j.neo.2024.100979
Meng-qi Jiang , Li-qiang Qian , Yu-jia Shen , Yuan-yuan Fu , Wen Feng , Zheng-ping Ding , Yu-chen Han , Xiao-long Fu
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Abstract

Background

Despite promising overall survival of stage I lung adenocarcinoma (LUAD) patients, 10-25 % of them still went through recurrence after surgery. [1] While it is still disputable whether adjuvant chemotherapy is necessary for stage I patients. [2] IASLC grading system for non-mucinous LUAD shows that minor high-grade patterns are significant indicator of poor prognosis. [3] Other risk factors, such as, pleura invasion, lympho-vascular invasion, STAS, etc. are also related to poor prognosis. [4-6] There still lack evidence whether IASLC grade itself or together with other risk factors can guide the use of adjuvant therapy in stage I patients. In this article, we tried to establish a multi-variable recurrence prediction model for stage I LUAD patients that is able to identify candidates of adjuvant chemotherapy.

Methods

We retrospectively collected patients who underwent lung surgery from 2018.8.1 to 2018.12.31 at our institution and diagnosed with lung adenocarcinoma pT1-2aN0M0 (stage I). Clinical data, manifestation on CT scan, pathologic features, driver gene mutations and follow-up information were collected. Cox proportional hazards regression analyses were performed utilizing the non-adjuvant cohort to predict disease free survival (DFS) and a nomogram was constructed and applied to the total cohort. Kaplan-Meier method was used to compare DFS between groups. Statistical analysis was conducted by R version 3.6.3.

Findings

A total of 913 stage I LUAD patients were included in this study. Median follow-up time is 48.1 months.4-year and 5-year DFS are 92.9 % and 89.6 % for the total cohort. 65 patient experienced recurrence or death. 4-year DFS are 97.0 %,94.6 % and 76.2 %, and 5-year DFS are 95.5 %, 90.0 % and 74.1 % in IASLC Grade1, 2 and 3, respectively(p < 0.0001). High-risk patients defined by single risk factors, such as, IASLC grade 3, pleura invasion, STAS, less LN resected could not benefit from adjuvant therapy. A LASSO-COX regression model was built and patients are divided into high-risk and low-risk groups. In the high-risk group, patients underwent adjuvant chemotherapy have longer DFS than those who did not (p = 0.024), while in the low-risk group, patients underwent adjuvant chemotherapy have inferior DFS than those who did not (p < 0.001).

Interpretation

IASLC grading is a significant indicator of DFS, however it could not guide adjuvant therapy in our stage I LUAD cohort. Growth patterns and T indicators together with other risk factors could identify high-risk patients that are potential candidate of adjuvant therapy, including some stage IA LUAD patients.

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谁能从肺腺癌 I 期辅助化疗中获益?候选者选择的多维模型
背景尽管I期肺腺癌(LUAD)患者的总生存率很高,但仍有10%-25%的患者在术后复发。[1]I期患者是否需要辅助化疗仍存在争议。[2]IASLC对非粘液性LUAD的分级系统显示,轻微的高级别模式是预后不良的重要指标。[3] 其他危险因素,如胸膜侵犯、淋巴管侵犯、STAS 等也与预后不良有关。[4-6]IASLC分级本身或与其他危险因素一起能否指导I期患者的辅助治疗,目前仍缺乏证据。本文试图为I期LUAD患者建立一个多变量复发预测模型,该模型能够确定辅助化疗的候选者。方法我们回顾性收集了2018.8.1-2018.12.31期间在我院接受肺部手术并确诊为肺腺癌pT1-2aN0M0(I期)的患者。收集了临床数据、CT扫描表现、病理特征、驱动基因突变和随访信息。利用非辅助治疗队列进行了Cox比例危险回归分析,以预测无病生存期(DFS),并构建了一个提名图,应用于整个队列。Kaplan-Meier 法用于比较不同组间的 DFS。本研究共纳入 913 例 I 期 LUAD 患者。中位随访时间为 48.1 个月,4 年和 5 年 DFS 分别为 92.9% 和 89.6%。65名患者复发或死亡。IASLC1、2和3级患者的4年生存率分别为97.0%、94.6%和76.2%,5年生存率分别为95.5%、90.0%和74.1%(p < 0.0001)。由单一危险因素定义的高危患者,如 IASLC 3 级、胸膜侵犯、STAS、切除的 LN 较少,不能从辅助治疗中获益。我们建立了一个 LASSO-COX 回归模型,并将患者分为高危组和低危组。在高危组中,接受辅助化疗的患者的 DFS 比未接受化疗的患者长(p = 0.024),而在低危组中,接受辅助化疗的患者的 DFS 比未接受化疗的患者差(p < 0.001)。生长模式和T指标以及其他风险因素可以识别出可能接受辅助治疗的高危患者,包括一些IA期LUAD患者。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Neoplasia
Neoplasia 医学-肿瘤学
CiteScore
9.20
自引率
2.10%
发文量
82
审稿时长
26 days
期刊介绍: Neoplasia publishes the results of novel investigations in all areas of oncology research. The title Neoplasia was chosen to convey the journal’s breadth, which encompasses the traditional disciplines of cancer research as well as emerging fields and interdisciplinary investigations. Neoplasia is interested in studies describing new molecular and genetic findings relating to the neoplastic phenotype and in laboratory and clinical studies demonstrating creative applications of advances in the basic sciences to risk assessment, prognostic indications, detection, diagnosis, and treatment. In addition to regular Research Reports, Neoplasia also publishes Reviews and Meeting Reports. Neoplasia is committed to ensuring a thorough, fair, and rapid review and publication schedule to further its mission of serving both the scientific and clinical communities by disseminating important data and ideas in cancer research.
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