LBPO.CL02 · 临床研究 · Late-Breaking
用于NSCLC个体化及肿瘤无关微小残留病检测的纠错血浆全基因组测序
Error-corrected plasma whole-genome sequencing for personalised and tumor-agnostic minimal residual disease detection in NSCLC
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摘要 Abstract
中文摘要
背景:
在非小细胞肺癌(NSCLC)根治性治疗后,敏感且可扩展地检测循环肿瘤DNA(ctDNA)对微小残留病(MRD)评估至关重要。虽然个体化的、肿瘤指导的方法具有高敏感性,但它们通常依赖于定制化的panel设计,限制了可扩展性并制约了可探询的生物学信号的广度。纠错全基因组测序(WGS)通过实现无需定制测序panel的个体化MRD检测,同时支持全基因组和肿瘤无关分析,有望克服这些局限。
方法:
我们在一个TRACERx试点队列中分析了基于个体化WGS的ctDNA检测,使用Ultima Genomics的ppmSeq,该队列包含来自早期NSCLC个体在landmark期间的45份术后血浆样本。Landmark此前定义为术后第10天至120天之间、辅助治疗开始或疾病复发之前。将源自肿瘤WGS的肿瘤特异性变异在全基因组匹配的血浆中进行查询。血浆WGS的目标覆盖度为150x。评估了分析敏感性、ctDNA分数分布以及与无复发生存期的关联。
结果:
纠错WGS无需定制panel设计即可在百万分之(ppm)等位基因分数下检测肿瘤指导的变异。在MRD阳性样本中,13%表现出低于10 ppm的ctDNA分数,72%低于100 ppm,凸显了在超低ctDNA范围内的敏感性。所检出的最低ctDNA分数为2.2 ppm。通过WGS的landmark ctDNA检测与无复发生存期显著相关,landmark阳性个体(n = 37)的中位无复发生存期为23.2个月,而landmark阴性个体(n = 8)为98.7个月(log-rank p = 0.042)。
结论:
这些数据为早期NSCLC中个体化、肿瘤指导的ppmSeq ctDNA检测提供了早期验证,ctDNA定量可达百万分之。该方法现正扩展至纳入来自TRACERx的多达400名个体(>1,500个血浆时间点),以评估预后性能和可扩展性,将血浆WGS定位为一个从单一检测中统一个体化和肿瘤无关监测的下一代MRD平台,包括全基因组纠错突变、拷贝数以及片段化特征,用于残留病和复发监测。
查看英文原文 English abstract
Background:
Sensitive and scalable detection of circulating tumour DNA (ctDNA) is essential for minimal residual disease (MRD) assessment following curative-intent treatment in non-small cell lung cancer (NSCLC). While personalised, tumour-guided approaches are highly sensitive, they typically rely on bespoke panel design, limiting scalability and constraining the breadth of biological signals that can be interrogated. Error-corrected whole-genome sequencing (WGS) offers the potential to overcome these limitations by enabling personalised MRD detection without custom sequencing panels, while supporting genome-wide and tumour-agnostic analyses.
Methods:
We analysed personalised WGS-based ctDNA detection using Ultima Genomics' ppmSeq in a TRACERx pilot cohort comprising 45 post-operative plasma samples from individuals with early-stage NSCLC during the landmark period. Landmark was previously defined as between days 10 and 120 post-operatively, prior to the start of adjuvant therapy or disease recurrence. Tumour-specific variants derived from tumour WGS were queried in genome-wide matched plasma. Plasma WGS was performed to a target coverage of 150x. Analytical sensitivity, ctDNA fraction distributions, and associations with relapse-free survival were assessed.
Results:
Error-corrected WGS enabled detection of tumour-informed variants at parts per million (ppm) allele fractions without bespoke panel design. Among MRD-positive samples, 13% exhibited ctDNA fractions below 10 ppm, and 72% were below 100 ppm, highlighting sensitivity across the ultra-low ctDNA range. The lowest ctDNA fraction called was 2.2 ppm. Landmark ctDNA detection by WGS was significantly associated with relapse-free survival, with a median relapse-free survival of 23.2 months in landmark-positive individuals (n = 37) compared with 98.7 months in landmark-negative individuals (n = 8, log-rank p = 0.042).
Conclusions:
These data provide early validation of personalised, tumour-guided ppmSeq ctDNA detection in early-stage NSCLC, with ctDNA quantification to parts per million. This approach is now being expanded to include up to 400 individuals from TRACERx (>1,500 plasma timepoints) to evaluate prognostic performance and scalability, positioning plasma WGS as a next-generation MRD platform that unifies personalised and tumour-agnostic monitoring from a single assay, including genome-wide error-corrected mutations, copy number, and fragmentation features for residual disease and relapse monitoring.
利益披露 Disclosure
J. Wan,
Prima Mente Independent Contractor, Stock.
Cleary Gottlieb Independent Contractor.
Rostrum Independent Contractor.
DELFI diagnostics Independent Contractor.
S. Ward, None.
A. Azizi,
Nxera Pharma Independent Contractor.
WHYZE Health Independent Contractor, Other, Consulting Independent Contractor.
H. Benjamin, None..
R. Veeriah, None..
S. Harries, None..
J. Kittel, None..
N. Iremadze, None..
I. Rusinek, None..
G. Kreiger, None..
A. Jaimovich, None..
J. Shaw, None..
A. Hackshaw, None..
N. Kanu, None..
E. Helman, None.
M. Jamal-Hanjani,
Pfizer Other, Speakers fee.
Astex Pharmaceuticals Speakers fee.
Oslo Cancer Cluster Other, Honoraria, Consultancy, SAB.
Bristol Myers Squibb Other, Speakers fee.
Genentech Other, Speakers fee.
AECC Other, Honoraria, Consultancy, SAB.
GenesisCare Other, Honoraria, Consultancy, SAB.
Vall d’Hebron Instituto de Oncologia Other, Honoraria, Consultancy, SAB.
C. Swanton,
AstraZeneca Other, Scientific Advisory Board / Advisory role.
Achilles Therapeutics Stock Option, Other, Scientific Advisory Board
.
Amgen Other, Honoraria.
Boehringer Ingelheim Other, Advisory role.
Bristol Myers Squibb Other, Advisory role.
Pfizer Other, Advisory role.
Roche / Ventana Other, Advisory role.
Invitae Advisory role.
Ono Pharmaceutical Other, Advisory role.
Personalis Other, Advisory role.
GRAIL Other, Advisory role.
Bicycle Therapeutics Other, Scientific Advisory Board.
Genentech Other, Independent Contractor / Consulting
.
Medicxi Other, Independent Contractor / Consulting
.
China Innovation Centre of Roche Other, Independent Contractor / Consulting
.
Epic Bioscience Stock.
Novartis Other, Honoraria.
Illumina Other, Honoraria.
MSD Honoraria.