The association between whole-blood lead concentration and all-cause or cardiovascular disease mortality in hypertensive patients

The purpose of this study was to examine the relationship between whole-blood lead levels and mortality in a hypertensive population in the United States. In our study, 8364 subjects aged 20 years and older were included. We used a weighted COX proportional risk regression model to calculate risk ratios (HR) and 95% confidence intervals (CI) for blood lead and mortality. The relationship between whole-blood lead levels and mortality was described by a restricted cubic spline curve. Kaplan Meier curves were used to describe the relationship between survival time and survival in study subjects, and all-cause mortality was analyzed in subgroups. Using the lowest quartile (Q1) as a reference, the HRs for all-cause mortality in model 3 (Q2, Q3, and Q4) were 1.05 (95% CI 0.84-1.32), 1.10 (95% CI 0.89-1.36), and 1.44 (95% CI 1.16-1.79), respectively. For cardiovascular mortality, they were 1.03 (95% CI 0.62-1.52), 1.30 (95% CI 0.77-2.21), and 1.97 (95% CI 1.31-2.97), respectively. Weighted restricted cubic spline regression confirmed a positive correlation between whole-blood lead levels and risk ratio (HR) (P-overall < 0.001). Weighted Kaplan-Meier curves showed a significant downward trend in survival in the hypertensive population with increasing whole-blood lead levels. (P < 0.0001 for all log-rankings). Subgroup analysis of all-cause mortality showed a strong positive association between whole-blood lead levels and all-cause mortality in different populations. Whole-blood lead concentration showed a non-linear positive correlation with all-cause mortality and cardiovascular mortality in hypertensive patients.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2025-11-03
DOI
https://doi.org/10.1038/s41598-025-22009-y
Primary Topic
Heavy Metal Exposure and Toxicity
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The association between whole-blood lead concentration and all-cause or cardiovascular disease mortality in hypertensive patients

Ting‐Feng Yi, Qiang Zheng, Yan Pu, Xianming Tang
Scientific Reports
Heavy Metal Exposure and Toxicity
article

The association between whole-blood lead concentration and all-cause or cardiovascular disease mortality in hypertensive patients

Ting‐Feng Yi, Qiang Zheng, Yan Pu, Xianming Tang
article en

Abstract

The purpose of this study was to examine the relationship between whole-blood lead levels and mortality in a hypertensive population in the United States. In our study, 8364 subjects aged 20 years and older were included. We used a weighted COX proportional risk regression model to calculate risk ratios (HR) and 95% confidence intervals (CI) for blood lead and mortality. The relationship between whole-blood lead levels and mortality was described by a restricted cubic spline curve. Kaplan Meier curves were used to describe the relationship between survival time and survival in study subjects, and all-cause mortality was analyzed in subgroups. Using the lowest quartile (Q1) as a reference, the HRs for all-cause mortality in model 3 (Q2, Q3, and Q4) were 1.05 (95% CI 0.84-1.32), 1.10 (95% CI 0.89-1.36), and 1.44 (95% CI 1.16-1.79), respectively. For cardiovascular mortality, they were 1.03 (95% CI 0.62-1.52), 1.30 (95% CI 0.77-2.21), and 1.97 (95% CI 1.31-2.97), respectively. Weighted restricted cubic spline regression confirmed a positive correlation between whole-blood lead levels and risk ratio (HR) (P-overall < 0.001). Weighted Kaplan-Meier curves showed a significant downward trend in survival in the hypertensive population with increasing whole-blood lead levels. (P < 0.0001 for all log-rankings). Subgroup analysis of all-cause mortality showed a strong positive association between whole-blood lead levels and all-cause mortality in different populations. Whole-blood lead concentration showed a non-linear positive correlation with all-cause mortality and cardiovascular mortality in hypertensive patients.

Scientific ReportsVol. 15(1)
Central South University (CN), Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital (CN), Second Xiangya Hospital of Central South University (CN)
Central South University, Centers for Disease Control and Prevention, Fundamental Research Funds for the Central Universities
Openalex Percentile: Top 59%
Heavy Metal Exposure and Toxicity
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.