Evidence map›Paper›PMID 42387634›Full record

ArticleWorld journal of surgical oncology2026

Risk-adapted nodal evaluation in stage IA non-small cell lung cancer: a population-based competing-risk analysis.

Ziqiang Wang, Yangyang Xie, Tingting Wang, Xue Song, Nian Liu

Abstract read
In one paragraph

Article in World journal of surgical oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Ziqiang WangThe First People's Hospital of Xiaoshan District, Xiaoshan Affiliated Hospital of Wenzhou Medical University, Hangzhou, 311000, China.
Yangyang XieZhejiang Key Laboratory of Multi-omics Precision Diagnosis and Treatment of Liver Diseases, Department of General Surgery, Sir Run-Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310016, China.
Tingting WangThe Department of General Practice, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, 325027, China.
Xue SongDepartment of Respiratory and Critical Care Medicine, Hangzhou TCM Hospital, Zhejiang Chinese Medical University, Hangzhou, 310007, China.
Nian LiuThe First People's Hospital of Xiaoshan District, Xiaoshan Affiliated Hospital of Wenzhou Medical University, Hangzhou, 311000, China. Liunian1665qky@163.com.

Funding

the Basic Public Welfare Research Program of Wenzhou Science and Technology Bureau No. Y20240475the Hangzhou Health Science and Technology Project No. B20253339the Zhejiang Provincial Medical and Health Science and Technology Plan No. 2025KY1141
6 · The paper itself

Abstract

backgroundThe oncologic value of intensified lymph node (LN) evaluation in stage IA non-small cell lung cancer (NSCLC) remains uncertain in the era of surgical de-escalation. Although expanded nodal assessment may reduce understaging, whether it is associated with meaningful survival differences in this favorable-risk population is unclear. Clarifying this issue is essential to balance oncologic adequacy and surgical burden.

methodWe conducted a population-based cohort study using the Surveillance, Epidemiology, and End Results database and included patients with surgically treated pathologic stage IA (T1N0M0) NSCLC. The extent of nodal evaluation was quantified by the number of examined lymph nodes. Propensity score matching was used to balance baseline characteristics. Cancer-specific and other-cause death were analyzed using cumulative incidence functions and Fine-Gray competing-risk models. Prespecified subgroup analyses assessed heterogeneity of association, particularly according to tumor size.

resultsWe included 24,215 patients, with 13,812 after matching. Intensified nodal evaluation, defined as ≥ 6 examined lymph nodes (ELNs), was associated with lower cancer-specific mortality (5-year cumulative incidence, 12.9% vs. 15.3%; absolute risk reduction [ARR] 2.4%; Gray's P < 0.001). In multivariable Fine-Gray analysis, ELNs ≥ 6 remained independently associated with lower cancer-specific mortality (subdistribution hazard ratio 0.78, 95% CI 0.74-0.83). The association was minimal in tumors ≤ 1 cm but more evident in tumors > 1 cm. Sensitivity analyses using ELNs ≥ 10 yielded similar findings.

conclusionThe association between intensified nodal evaluation and lower cancer-specific mortality in stage IA NSCLC varies by tumor size. This association was more evident in tumors > 1 cm, supporting further investigation of a size-based, risk-adapted approach to surgical staging in early-stage NSCLC.

Indexed as

AdenocarcinomaAdenocarcinoma of LungCarcinoma, Non-Small-Cell LungCarcinoma, Squamous CellLung NeoplasmsLymph Node ExcisionLymph NodesAgedFemaleFollow-Up StudiesHumansLymphatic MetastasisMaleMiddle AgedNeoplasm StagingPrognosisCompeting risk analysisEarly-stage non–small cell lung cancerExamined lymph nodesLymph node evaluationPropensity score matchingStage IA

Identifiers

PMID42387634
PMCPMC13525672

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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.