Evidence map›Paper›PMID 41345846›Full record

ArticleBMC cancer2025

Characterization of clinical risk factors for enhanced molecular residual disease monitoring in resected early-stage non-small cell lung cancer.

Yunfei Shi, Youming Lei, Yinqiang Liu, Wei Zhao, Qingmei Yang, Fujun Zhang, Li Bian, Xiaoyu Luo, Kang Luo, Haoyu Li and 7 more

Abstract read
In one paragraph

Article in BMC cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors.

Yunfei Shi *Department of Thoracic Surgery, The First Affiliated Hospital of Kunming Medical University, 295 Xichang Road, Kunming, 650031, China.
Youming Lei *Department of Thoracic Surgery, The First Affiliated Hospital of Kunming Medical University, 295 Xichang Road, Kunming, 650031, China.
Yinqiang LiuDepartment of Thoracic Surgery, The First Affiliated Hospital of Kunming Medical University, 295 Xichang Road, Kunming, 650031, China.
Wei ZhaoDepartment of Thoracic Surgery, The First Affiliated Hospital of Kunming Medical University, 295 Xichang Road, Kunming, 650031, China.
Qingmei YangDepartment of Thoracic Surgery, The First Affiliated Hospital of Kunming Medical University, 295 Xichang Road, Kunming, 650031, China.
Fujun ZhangDepartment of Thoracic Surgery, The First Affiliated Hospital of Kunming Medical University, 295 Xichang Road, Kunming, 650031, China.
Li BianDepartment of Pathology, The First Affiliated Hospital of Kunming Medical University, Kunming, China.
Xiaoyu LuoDepartment of Thoracic Surgery, The First Affiliated Hospital of Kunming Medical University, 295 Xichang Road, Kunming, 650031, China.
Kang LuoDepartment of Thoracic Surgery, The First Affiliated Hospital of Kunming Medical University, 295 Xichang Road, Kunming, 650031, China.
Haoyu LiDepartment of Thoracic Surgery, The First Affiliated Hospital of Kunming Medical University, 295 Xichang Road, Kunming, 650031, China.
Fanghao LiuDepartment of Thoracic Surgery, The First Affiliated Hospital of Kunming Medical University, 295 Xichang Road, Kunming, 650031, China.
Tingguang WangDepartment of Thoracic Surgery, The First Affiliated Hospital of Kunming Medical University, 295 Xichang Road, Kunming, 650031, China.
Yong LiuGeneseeq Research Institute, Nanjing Geneseeq Technology Inc., Nanjing, Jiangsu, China.
Ya MaGeneseeq Research Institute, Nanjing Geneseeq Technology Inc., Nanjing, Jiangsu, China.
Jiani C YinGeneseeq Research Institute, Nanjing Geneseeq Technology Inc., Nanjing, Jiangsu, China.
Guoli LvDepartment of Thoracic Surgery, The First Affiliated Hospital of Kunming Medical University, 295 Xichang Road, Kunming, 650031, China. lvguoli2009@163.com.
Jin DuanDepartment of Thoracic Surgery, The First Affiliated Hospital of Kunming Medical University, 295 Xichang Road, Kunming, 650031, China. devinsci@163.com.

Funding

Kunming Medical University Joint Special Fund 007234726065The Kunming Medical University basic research joint project of Yunnan Province Science and Technology Department 202101AY070001-087The Kunming Medical University basic research joint project of Yunnan Province Science and Technology Department 202101AY070001-134Yunnan Xingdian Talent Support Plan Medical and Health Talents 202401AY070001-093
6 · The paper itself

Abstract

backgroundLung cancer is a leading cause of cancer mortality, with non-small cell lung cancer (NSCLC) accounting for the majority of cases. Standard treatment for early-stage NSCLC involves surgical resection, often complemented by adjuvant therapies. This study explores the dynamics of molecular residual disease (MRD) in early-stage NSCLC, emphasizing the prognostic value of baseline clinical characteristics.

methodsWe conducted a prospective study enrolling 78 patients with operable stage I-IIIA NSCLC. Serial blood samples were collected at various postoperative intervals to evaluate MRD via circulating tumor DNA (ctDNA) analysis. Clinical variables, such as tumor stage, driver mutations, carcinoembryonic antigen (CEA) levels, and histopathological characteristics, were assessed for their predictive capabilities for MRD positivity and disease relapse.

resultsAmong the 78 patients, 60.3% were diagnosed at stage IA, with a longitudinal MRD positivity rate of 20.5% (16/78). MRD-positive patients demonstrated shorter disease-free survival (DFS) compared to MRD-negative patients (hazard ratio = 171.4, P < 0.001). All nine patients with radiological relapse were MRD-positive, with a median lead time from MRD detection to relapse of 242.0 days. MRD + /DFS events were significantly associated with advanced clinical staging, absence of driver mutations, and elevated baseline CEA levels. A clinical risk factor (CRF) scoring system including the three factors effectively stratified patients by relapse risk, identifying those who could benefit from intensified postoperative treatment. The MRD + /DFS event rate was 36.3% for the CRF-high group compared to 0.0% for the CRF-low group (P < 0.001). The CRF score also stratified the patients by event-free survival, where CRF-low patients showed more favorable outcome compared to CRF-high patients (hazard ratio = 9.0, P < 0.001).

conclusionsOur findings highlight the interplay between clinical risk factors and MRD dynamics in early-stage NSCLC, offering insights for risk stratification and personalized treatment approaches. The CRF score may help clinicians tailor adjuvant therapies, ultimately improving outcomes for high-risk patients.

Indexed as

Carcinoma, Non-Small-Cell LungLung NeoplasmsNeoplasm, ResidualAgedBiomarkers, TumorCirculating Tumor DNADisease-Free SurvivalFemaleHumansMaleMiddle AgedMutationNeoplasm Recurrence, LocalNeoplasm StagingPrognosisProspective StudiesBiomarkers, TumorCirculating Tumor DNAClinical risk factorsMolecular residual diseaseNon-small cell lung cancer

Identifiers

PMID41345846
PMCPMC12821982

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.