Evidence map›Paper›PMID 41686277›Full record

ArticleDiscover oncology2026

A SEER derived prognostic nomogram identifies stage IV metastatic lung squamous cell carcinoma patients who may benefit from primary tumor resection.

Wenyi Liu, Shuhan Xie, Xianxian Wu, Chunguang Wang, Xin Yu, Longde Du, Baihua Zhang, Zhentao Yu, Mingqiang Kang

Abstract read
In one paragraph

Article in Discover 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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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Wenyi Liu *Department of Thoracic Surgery, Fujian Medical University Union Hospital, Fuzhou, China.
Shuhan Xie *Department of Thoracic Surgery, Fujian Medical University Union Hospital, Fuzhou, China.
Xianxian Wu *Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, 518116, China.
Chunguang WangDepartment of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, 518116, China.
Xin YuDepartment of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, 518116, China.
Longde DuDepartment of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, 518116, China.
Baihua ZhangDepartment of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, 518116, China.
Zhentao YuDepartment of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, 518116, China. yuzhentao@chcamssz.ac.cn.
Mingqiang KangDepartment of Thoracic Surgery, Fujian Medical University Union Hospital, Fuzhou, China. mingqiang_kang@126.com.

Funding

Guangdong Basic and Applied Basic Research Foundation 2024B1515230005Joint Funds for the Innovation of Science and Technology 2020Y9073Sanming Project of Medicine in Shenzhen SZSM202211011Shenzhen Clinical Research Center for Cancer (2021)287Shenzhen High-level Hospital Construction Fund and the National Natural Science Foundation of China 82372680 and 82070499Shenzhen Key Medical Discipline Construction Fund SZXK075Shenzhen Science and Technology Program RCBS20221008093243057the Key Laboratory of Cardio-Thoracic Surgery (Fujian Medical University), Fujian Province University, Fuzhou, China, and Shenzhen Science and Technology Program RCBS20221008093243057the National High Level Hospital Clinical Research Funding and Cooperation Fund of CHCAMS and SZCH CFA202201001
6 · The paper itself

Abstract

objectivesPrimary tumor resection has been associated with potential enhanced survival in select patients with stage IV metastatic lung squamous cell carcinoma (mLUSCC). However, identifying suitable candidates for surgery remains challenging. This study aimed to develop and validate a prognostic model to select mLUSCC patients likely to benefit from primary tumor resection.

methodsData on stage IV mLUSCC patients were retrieved from the SEER database. Patients were divided into surgery and nonsurgery groups based on primary tumor resection. Propensity score matching (PSM) using covariates including age, T/N stage, grade, metastases, chemotherapy, and others mitigated selection bias. Survival was assessed using Kaplan-Meier curves and Cox proportional hazards models. The surgery group was split randomly (70:30) into training and validation cohorts for model development via multivariate Cox regression.

resultsAmong 18,701 eligible patients, 3.57% (n = 668) underwent primary tumor resection. Post-PSM, median overall survival (mOS) was superior in the surgery group (11 [95% CI: 9–12] vs. 6 [5–6] months; P < 0.0001). The model demonstrated good discriminative ability, with AUCs for 6-, 9-, and 12-month survival of 0.799, 0.746, and 0.744 in the training cohort, and 0.708, 0.727, and 0.667 in the validation cohort. Calibration plots showed excellent agreement between predicted and observed probabilities.

conclusionsThis internally validated prognostic nomogram aims to identify patients with stage IV metastatic lung squamous cell carcinoma who are most likely to benefit from primary tumor resection, thereby supporting individualized multidisciplinary decision-making. Further external and prospective validation is warranted.

Indexed as

Multimodal therapyOverall survivalPrognostic nomogramPropensity score matchingSEER databaseStage IV metastatic lung squamous cell carcinoma (mLUSCC)

Identifiers

PMID41686277
PMCPMC13004776

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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.