Evidence map›Paper›PMID 42299568›Full record

ArticleMedicine2026

Association of heavy metal exposure, C-reactive protein, and stroke risk in US adults: A cross-sectional analysis (NHANES 2005-2008).

Yanli Cui, Juan Gao, Jing Zhang, Jing Li, Ziwen Wang, Xin Zhang, Yujing Ma

Abstract read
In one paragraph

Article in Medicine, 2026. 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

7 authors.

Yanli CuiDepartment of Neurology V, Baoding First Central Hospital, Baoding City, Hebei Province, China.ORCID 0009-0000-7437-744
Juan Gao
Jing Zhang
Jing Li
Ziwen Wang
Xin Zhang
Yujing Ma

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Stroke occupies an important position in the global disease burden, but the combined effect of heavy metal exposure and the inflammatory marker C-reactive protein (CRP) on stroke remains unclear. Based on the National Health and Nutrition Examination Survey, this study explores the association between blood lead, blood cadmium, blood mercury, CRP, and the risk of stroke. A total of 8297 American adults aged 20 years and older were included in the National Health and Nutrition Examination Survey. Standardized questionnaires were used to collect stroke history and covariates such as age, gender, race, education, income poverty ratio, body mass index, smoking, drinking, hypertension, and diabetes; whole blood cadmium, lead, mercury, and serum CRP were measured. Weighted multivariate logistic regression was used to evaluate the relationship between heavy metal exposure and CRP outcomes; receiver operating characteristic curves were constructed to compare model performance; and a 3D interaction graph was used to evaluate the synergistic effect of plumbum and CRP. Baseline characteristics: the stroke group's median age (69 years) was significantly higher than the non-stroke group's (33 years). Stroke patients had higher blood lead, CRP, hypertension/diabetes rates, and body mass index, but lower blood mercury, education, income levels (P < .05). After adjustment, each unit increase in blood lead and CRP increased the risk of stroke by 7% (odds ratio [OR] = 1.07, 95% confidence interval: 1.00-1.14) and 19% (OR = 1.19, 95% confidence interval: 1.07-1.32), respectively; blood cadmium and mercury had no significant association. The Receiver Operating Characteristic curves showed model 2 (area under the curve = 0.80) outperformed model 1 (area under the curve = 0.64). In age subgroups, cadmium affected the 40- to 60-year age group (OR = 1.39); lead was positively and mercury negatively correlated with the ≥60 group; CRP rose in both groups. The 3D graph indicated that stroke risk increased when both blood lead and CRP levels were high. Blood lead and CRP are independent stroke risk factors. Each unit rise in blood lead raises stroke risk by 7%, and each unit increase in CRP raises it by 19%. When both are high, stroke risk may further rise, especially in the elderly. Clinically, regular monitoring of these factors aids in stroke risk assessment. For high-risk groups, including these in routine screening enables early risk identification.

Indexed as

C-Reactive ProteinEnvironmental ExposureMetals, HeavyStrokeAdultAgedBiomarkersCadmiumCross-Sectional StudiesFemaleHumansLeadMaleMercuryMiddle AgedNutrition SurveysBiomarkersCadmiumC-Reactive ProteinLeadMercuryMetals, HeavyC-reactive proteinheavy metalsinteractionNHANESstroke

Identifiers

PMID42299568
PMCPMC13268505

What Socratic holds

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LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.