Predicting non-small cell lung cancer lymph node metastasis: integrating ctDNA mutation/methylation profiling with positron emission tomography-computed tomography (PET-CT) scan: protocol for a prospective clinical trial (LUNon-invasive Study).

IF 2.1 3区 医学 Q3 RESPIRATORY SYSTEM
Journal of thoracic disease Pub Date : 2024-09-30 Epub Date: 2024-09-26 DOI:10.21037/jtd-24-1033
Haitang Yang, Xiaoran Gu, Zhexin Wang, Gang Liu, Yongliang Niu, Xufeng Pan, Feng Yao
{"title":"Predicting non-small cell lung cancer lymph node metastasis: integrating ctDNA mutation/methylation profiling with positron emission tomography-computed tomography (PET-CT) scan: protocol for a prospective clinical trial (LUNon-invasive Study).","authors":"Haitang Yang, Xiaoran Gu, Zhexin Wang, Gang Liu, Yongliang Niu, Xufeng Pan, Feng Yao","doi":"10.21037/jtd-24-1033","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Non-small cell lung cancer (NSCLC) accounts for approximately 85% of lung cancer cases and remains a leading cause of cancer-related death. Lymph node metastasis (LNM) significantly affects recurrence, survival rates, and treatment options. While lymph node sampling is standard for surgically removing operable NSCLC, it can lead to complications. Positron emission tomography-computed tomography (PET-CT) helps assess preoperative LNM despite false positive or negative rates. Additionally, circulating tumor DNA (ctDNA) detects minimal residual disease with high sensitivity and specificity. Whether ctDNA can predict LNM in operable NSCLC remains uncertain. Our goal is to develop a precise model for predicting NSCLC LNM using non-invasive ctDNA/methylation profiling combined with PET-CT imaging.</p><p><strong>Methods: </strong>This is a prospective study conducted in three stages. We will enroll patients with clinical stage I-IIIB [8th tumor, node, metastasis (TNM) staging] NSCLC requiring lobectomy plus lymph node sampling/dissection. The distribution of clinical stages in the enrolled population is as follows: clinical stage cN0 (n=100) and cN1/cN2 (n=100). During Stage 1, we will establish LNMs-specific ctDNA methylation signatures and compare negative predictive value (NPV) rates of LNMs using preoperative blood ctDNA somatic mutation/methylation alone or combined with PET-CT across different groups. For Stage 2, we will compare detection rates between ctDNA somatic mutation/methylation profiles alone or combined with PET-CT and traditional mediastinoscopy/endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA). As for Stage 3, ctDNA-free interval (CFI) and disease-free survival between systematic lymph node presence and absence in patients will be compared with preoperative negative ctDNA profiling and/or PET-CT. In Stage 3, patients will be followed up for 5 years to collect recurrence and survival data. Post-surgery follow-up ctDNA tests will be conducted every 3 months for the first 2 years, every 6 months for years 3-4, and annually in year five. Demographics and baseline data will be summarized with mean, standard deviation, median, max, and min values. Tests will include <i>t</i>-tests, Welch/Behren-Fisher test, and Wilcoxon rank-sum test for continuous variables. Categorical data will be presented as counts/percentages and compared using χ<sup>2</sup> test or Fisher's exact test.</p><p><strong>Discussion: </strong>By utilizing preoperative ctDNA/methylation profiling in conjunction with PET-CT, this study is expected to yield substantial evidence for accurately predicting LNM before surgery. This will help inform surgeons in selecting the appropriate intraoperative lymph node dissection strategy for operable NSCLC patients.</p><p><strong>Trial registration: </strong>This study is registered on www.clinicaltrials.gov (NCT06358222).</p>","PeriodicalId":17542,"journal":{"name":"Journal of thoracic disease","volume":null,"pages":null},"PeriodicalIF":2.1000,"publicationDate":"2024-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11494533/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of thoracic disease","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.21037/jtd-24-1033","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/9/26 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"RESPIRATORY SYSTEM","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Non-small cell lung cancer (NSCLC) accounts for approximately 85% of lung cancer cases and remains a leading cause of cancer-related death. Lymph node metastasis (LNM) significantly affects recurrence, survival rates, and treatment options. While lymph node sampling is standard for surgically removing operable NSCLC, it can lead to complications. Positron emission tomography-computed tomography (PET-CT) helps assess preoperative LNM despite false positive or negative rates. Additionally, circulating tumor DNA (ctDNA) detects minimal residual disease with high sensitivity and specificity. Whether ctDNA can predict LNM in operable NSCLC remains uncertain. Our goal is to develop a precise model for predicting NSCLC LNM using non-invasive ctDNA/methylation profiling combined with PET-CT imaging.

Methods: This is a prospective study conducted in three stages. We will enroll patients with clinical stage I-IIIB [8th tumor, node, metastasis (TNM) staging] NSCLC requiring lobectomy plus lymph node sampling/dissection. The distribution of clinical stages in the enrolled population is as follows: clinical stage cN0 (n=100) and cN1/cN2 (n=100). During Stage 1, we will establish LNMs-specific ctDNA methylation signatures and compare negative predictive value (NPV) rates of LNMs using preoperative blood ctDNA somatic mutation/methylation alone or combined with PET-CT across different groups. For Stage 2, we will compare detection rates between ctDNA somatic mutation/methylation profiles alone or combined with PET-CT and traditional mediastinoscopy/endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA). As for Stage 3, ctDNA-free interval (CFI) and disease-free survival between systematic lymph node presence and absence in patients will be compared with preoperative negative ctDNA profiling and/or PET-CT. In Stage 3, patients will be followed up for 5 years to collect recurrence and survival data. Post-surgery follow-up ctDNA tests will be conducted every 3 months for the first 2 years, every 6 months for years 3-4, and annually in year five. Demographics and baseline data will be summarized with mean, standard deviation, median, max, and min values. Tests will include t-tests, Welch/Behren-Fisher test, and Wilcoxon rank-sum test for continuous variables. Categorical data will be presented as counts/percentages and compared using χ2 test or Fisher's exact test.

Discussion: By utilizing preoperative ctDNA/methylation profiling in conjunction with PET-CT, this study is expected to yield substantial evidence for accurately predicting LNM before surgery. This will help inform surgeons in selecting the appropriate intraoperative lymph node dissection strategy for operable NSCLC patients.

Trial registration: This study is registered on www.clinicaltrials.gov (NCT06358222).

预测非小细胞肺癌淋巴结转移:将ctDNA突变/甲基化分析与正电子发射计算机断层扫描(PET-CT)相结合:前瞻性临床试验(LUNon-invasive Study)方案。
背景:非小细胞肺癌(NSCLC非小细胞肺癌(NSCLC)约占肺癌病例的 85%,仍然是癌症相关死亡的主要原因。淋巴结转移(LNM)对复发率、生存率和治疗方案有重大影响。虽然淋巴结取样是手术切除可手术的 NSCLC 的标准方法,但它可能导致并发症。尽管存在假阳性或假阴性率,但正电子发射计算机断层扫描(PET-CT)有助于评估术前 LNM。此外,循环肿瘤 DNA(ctDNA)可检测微小残留病灶,灵敏度和特异性都很高。ctDNA能否预测可手术NSCLC中的LNM仍不确定。我们的目标是利用无创ctDNA/甲基化分析结合PET-CT成像技术,建立一个预测NSCLC LNM的精确模型:这是一项前瞻性研究,分三个阶段进行。我们将招募临床分期为 I-IIIB 期(第 8 期肿瘤、结节、转移(TNM)分期)、需要进行肺叶切除术和淋巴结取样/切除术的 NSCLC 患者。入组人群的临床分期分布如下:临床分期 cN0(100 人)和 cN1/cN2(100 人)。在第一阶段,我们将建立 LNMs 特异性 ctDNA 甲基化特征,并比较不同组别术前血液 ctDNA 体细胞突变/甲基化单独或与 PET-CT 结合使用的 LNMs 阴性预测值(NPV)率。对于第二阶段,我们将比较单独或结合 PET-CT 的 ctDNA 体细胞突变/甲基化图谱与传统纵隔镜检查/支气管内超声引导下经支气管针吸术(EBUS-TBNA)的检出率。至于第三阶段,将比较术前阴性ctDNA分析和/或PET-CT与患者有无系统淋巴结之间的无ctDNA间隔(CFI)和无病生存率。在第 3 阶段,将对患者进行为期 5 年的随访,以收集复发和生存数据。术后随访ctDNA检测将在前2年每3个月进行一次,第3-4年每6个月进行一次,第5年每年进行一次。人口统计学和基线数据将以均值、标准差、中位数、最大值和最小值进行汇总。连续变量的检验包括 t 检验、Welch/Behren-Fisher 检验和 Wilcoxon 秩和检验。分类数据将以计数/百分比的形式呈现,并使用χ2检验或费雪精确检验进行比较:通过将术前ctDNA/甲基化分析与PET-CT结合使用,本研究有望为术前准确预测LNM提供大量证据。这将有助于外科医生为可手术的 NSCLC 患者选择合适的术中淋巴结清扫策略:本研究已在 www.clinicaltrials.gov(NCT06358222)上注册。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Journal of thoracic disease
Journal of thoracic disease RESPIRATORY SYSTEM-
CiteScore
4.60
自引率
4.00%
发文量
254
期刊介绍: The Journal of Thoracic Disease (JTD, J Thorac Dis, pISSN: 2072-1439; eISSN: 2077-6624) was founded in Dec 2009, and indexed in PubMed in Dec 2011 and Science Citation Index SCI in Feb 2013. It is published quarterly (Dec 2009- Dec 2011), bimonthly (Jan 2012 - Dec 2013), monthly (Jan. 2014-) and openly distributed worldwide. JTD received its impact factor of 2.365 for the year 2016. JTD publishes manuscripts that describe new findings and provide current, practical information on the diagnosis and treatment of conditions related to thoracic disease. All the submission and reviewing are conducted electronically so that rapid review is assured.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信