Evidence map›Paper›PMID 41291273›Full record

ArticleBiological trace element research2026

Associations between Plasma Metal Concentrations and Mortality Risk in Non-Small-Cell Lung Cancer Patients: A Prospective Cohort Study.

Yan Liu, Xiao-Yun Chen, Jing-Si Chen, Miao Xu, Hong-Jun Zhang, Quan Tang, Yu-Song Zhang, Da-Peng Li, Li-Qiang Qin, Kun Wang

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Article in Biological trace element research, 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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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

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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

10 authors.

Yan LiuSchool of Public Health, Medical College of Soochow University, Suzhou, 215123, China.
Xiao-Yun ChenYancheng Center for Disease Control and Prevention, Yancheng, 224002, China.
Jing-Si ChenSchool of Public Health, Medical College of Soochow University, Suzhou, 215123, China.
Miao XuSchool of Public Health, Medical College of Soochow University, Suzhou, 215123, China.
Hong-Jun ZhangYancheng Center for Disease Control and Prevention, Yancheng, 224002, China.
Quan TangYancheng Center for Disease Control and Prevention, Yancheng, 224002, China.
Yu-Song ZhangDepartment of Oncology, The Second Affiliated Hospital of Soochow University, Suzhou, 215004, China.
Da-Peng LiDepartment of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, 215031, China.
Li-Qiang QinSchool of Public Health, Medical College of Soochow University, Suzhou, 215123, China. qinliqiang@suda.edu.cn.
Kun WangYancheng Center for Disease Control and Prevention, Yancheng, 224002, China. wk760706@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Circulating metal concentrations have been implicated in lung cancer development and prognosis, but the impact of simultaneous exposure to multiple metals on mortality risk in non-small cell lung cancer (NSCLC) remains unclear. This study examined the associations of individual and joint plasma metal exposures with mortality risk in NSCLC patients. A total of 444 patients diagnosed with NSCLC between March 2015 and October 2019 were followed until August 2023. Thirteen plasma metals were quantified. Mortality risks were estimated using Cox proportional hazards regression. Bayesian Kernel Machine Regression (BKMR) analysis was applied to assess potential non-linear and interactive associations of metal mixtures, and posterior inclusion probabilities (PIPs) were used to evaluate the relative contributions of individual metal. During the follow-up, 301 patients (67.8%) died. After multivariable adjustments, higher plasma selenium (Se, Q4 vs. Q1: HR = 0.62; 95%CI = 0.44-0.87; P-trend = 0.008) and iron (Fe, HR = 0.56; 95% CI = 0.40-0.78; P-trend < 0.001) were associated with reduced mortality risk, while higher copper (Cu, HR = 2.37; 95%CI:1.66-3.38; P-trend < 0.001) was associated with increased risk. BKMR analyses supported these findings, with Cu showing the highest PIP, followed by Fe and Se. The overall exposure-response function suggested a non-significant trend toward reduced mortality risk with the joint exposure to all 13 metals. Both Cox regression and BKMR analyses indicated that higher plasma Se and Fe concentrations were associated with lower mortality risk in NSCLC patients, while higher Cu was associated with higher risk. Cu contributed the most to mortality risk. Larger, multi-center studies with longitudinal measurements and mechanistic investigations are warranted to validate these associations.

Indexed as

Carcinoma, Non-Small-Cell LungLung NeoplasmsMetalsAgedFemaleHumansMaleMiddle AgedProspective StudiesRisk FactorsSeleniumMetalsSeleniumBayesian kernel machine regression (BKMR)Mixed exposureMortalityNon-small cell lung cancer (NSCLC)Plasma metalsPrognosis

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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 Socratic graph.