Recurrence prediction using circulating tumor DNA in patients with early-stage non-small cell lung cancer after treatment with curative intent: A retrospective validation study.

IF 15.8 1区 医学 Q1 Medicine
PLoS Medicine Pub Date : 2025-04-15 eCollection Date: 2025-04-01 DOI:10.1371/journal.pmed.1004574
Milou M F Schuurbiers, Christopher G Smith, Koen J Hartemink, Robert C Rintoul, Davina Gale, Kim Monkhorst, Bas L R Mandos, Anna L Paterson, Daan van den Broek, Nitzan Rosenfeld, Michel M van den Heuvel
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引用次数: 0

Abstract

Background: Despite treatment with curative intent, many patients with localized non-small cell lung cancer (NSCLC) develop recurrence. The current challenge is to identify high-risk patients to guide adjuvant treatment. Identification of residual disease by detection of circulating tumor DNA (ctDNA) may allow more accurate clinical decision-making, but its reliability in NSCLC is not established. We aimed to build on previous data to validate a tissue-informed personalized ctDNA assay, to predict recurrence in patients with early-stage disease.

Methods and findings: Tumor tissue and plasma was collected from patients with stage 0-III NSCLC enrolled to LEMA (Lung cancer Early Molecular Assessment trial, NCT02894853). Serial plasma was collected before and after definitive treatment, with the latter including key timeframes of interest (1-3 days post-treatment, between 14 and 122 days after treatment end, and ≥14 days after treatment end). Somatic mutations identified by tumor exome sequencing were used to design patient-specific assays, to analyze ctDNA. Results were compared and combined with an independent dataset (LUCID; LUng Cancer CIrculating Tumour Dna study, NCT04153526). In LEMA, 130 patients (57% male; median age 66 years (range 44-82); 69% adenocarcinoma, 22% squamous cell carcinoma (SCC); 3%/49%/19%/29% with stage 0/I/II/III) were treated with curative intent. Tumor tissue originated from surgical resection or diagnostic biopsy in 118 and 12 patients respectively. LUCID included 88 patients (51% male; median age 72 years (range 44-88); 63% adenocarcinoma, 31% SCC; 49%/28%/23% with stage I/II/III). Before treatment, ctDNA was detected in 48% LEMA and 51% LUCID patients. Sensitivity, specificity, positive and negative predictive value of ctDNA detection post-treatment (≥1 positive sample ≥14 days after treatment end) to predict recurrence were 61%, 97%, 92% and 84% for LEMA and 64%, 96%, 90% and 83% for LUCID. In the combined cohort, ctDNA detection after treatment was associated with shorter recurrence-free survival (hazard ratio (HR) 11.4 (95% confidence interval (CI) [7.0,18.7]; p < 0.001)) and overall survival (HR 8.1 (95% CI [4.6,14.2]; p < 0.001)), accounting for guarantee-time bias. Of note, a key limitation of this work was the irregular sample collection schedules, during routine follow-up visits, of both studies.

Conclusions: ctDNA detection predicted recurrence in independent retrospective cohorts with notable reproducibility, including near-identical detection rates and predictive values, confirming its ability to differentiate patients at high- versus low risk of recurrence. Our results support the potential of tissue-informed ctDNA analysis as a decision-support tool for adjuvant therapy in NSCLC.

利用循环肿瘤DNA预测早期非小细胞肺癌患者治疗后的复发:一项回顾性验证研究
背景:尽管以治愈为目的进行治疗,但许多局限性非小细胞肺癌(NSCLC)患者会复发。目前的挑战是确定高危患者以指导辅助治疗。通过检测循环肿瘤DNA (ctDNA)来识别残留疾病可能使临床决策更准确,但其在非小细胞肺癌中的可靠性尚不确定。我们的目标是在先前的数据基础上验证组织知情的个性化ctDNA检测,以预测早期疾病患者的复发。方法和结果:从LEMA(肺癌早期分子评估试验,NCT02894853)招募的0-III期NSCLC患者中收集肿瘤组织和血浆。在最终治疗前后收集连续血浆,后者包括关键时间框架(治疗后1-3天,治疗结束后14 - 122天,治疗结束后≥14天)。通过肿瘤外显子组测序鉴定的体细胞突变用于设计患者特异性检测,以分析ctDNA。将结果与独立数据集(LUCID;肺癌循环肿瘤Dna研究(NCT04153526)。LEMA患者130例(57%为男性;中位年龄66岁(44-82岁);腺癌69%,鳞状细胞癌(SCC) 22%;3%/49%/19%/29% (0/I/II/III期)有治疗意图。分别有118例和12例患者的肿瘤组织来源于手术切除或诊断性活检。LUCID纳入88例患者(51%男性;中位年龄72岁(44-88岁);腺癌63%,鳞状细胞癌31%;I/II/III期为49%/28%/23%)。治疗前,48% LEMA和51% LUCID患者检测到ctDNA。治疗后ctDNA检测(≥1个阳性样本治疗结束后≥14天)预测复发的敏感性、特异性、阳性和阴性预测值LEMA分别为61%、97%、92%和84%,LUCID分别为64%、96%、90%和83%。在联合队列中,治疗后的ctDNA检测与较短的无复发生存期相关(风险比(HR) 11.4(95%可信区间(CI) [7.0,18.7];结论:ctDNA检测在独立的回顾性队列中预测复发,具有显著的可重复性,包括几乎相同的检出率和预测值,证实了其区分复发风险高与低患者的能力。我们的研究结果支持ctDNA分析作为非小细胞肺癌辅助治疗决策支持工具的潜力。
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来源期刊
PLoS Medicine
PLoS Medicine MEDICINE, GENERAL & INTERNAL-
CiteScore
17.60
自引率
0.60%
发文量
227
审稿时长
4-8 weeks
期刊介绍: PLOS Medicine is a prominent platform for discussing and researching global health challenges. The journal covers a wide range of topics, including biomedical, environmental, social, and political factors affecting health. It prioritizes articles that contribute to clinical practice, health policy, or a better understanding of pathophysiology, ultimately aiming to improve health outcomes across different settings. The journal is unwavering in its commitment to uphold the highest ethical standards in medical publishing. This includes actively managing and disclosing any conflicts of interest related to reporting, reviewing, and publishing. PLOS Medicine promotes transparency in the entire review and publication process. The journal also encourages data sharing and encourages the reuse of published work. Additionally, authors retain copyright for their work, and the publication is made accessible through Open Access with no restrictions on availability and dissemination. PLOS Medicine takes measures to avoid conflicts of interest associated with advertising drugs and medical devices or engaging in the exclusive sale of reprints.
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