Evidence map›Paper›PMID 42678649›Full record

ArticleBiological trace element research2026

The Interrelationship between Cadmium, Smoking, and Migraine in the ELSA-Brasil Study.

Arão Belitardo de Oliveira, Fernando Barbosa, Andrea Carmine Belin, Joseph O Lloyd, Itamar S Santos, Mario Fernando Prieto Peres, Paulo A Lotufo, Isabela M Benseñor, Alessandra C Goulart

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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

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

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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.

Arão Belitardo de OliveiraCenter for Clinical and Epidemiological Research, Hospital Universitario, Universidade de Sao Paulo, São Paulo, Brazil. araoliva@gmail.com.ORCID https://orcid.org/0000-0001-6408-0634
Fernando BarbosaLaboratório de Toxicologia Analítica e de Sistemas (ASTOx). Departamento de Análises Clínicas, Toxicológicas e Bromatológicas, Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil.
Andrea Carmine BelinCentre for Cluster Headache, Department of Neuroscience, Karolinska Institutet, Stockholm, Sweden.
Joseph O LloydCentre for Cluster Headache, Department of Neuroscience, Karolinska Institutet, Stockholm, Sweden.
Itamar S SantosCenter for Clinical and Epidemiological Research, Hospital Universitario, Universidade de Sao Paulo, São Paulo, Brazil.
Mario Fernando Prieto PeresInstituto do Cérebro, Hospital Israelita Albert Einstein, São Paulo, Brazil.
Paulo A LotufoCenter for Clinical and Epidemiological Research, Hospital Universitario, Universidade de Sao Paulo, São Paulo, Brazil.
Isabela M BenseñorCenter for Clinical and Epidemiological Research, Hospital Universitario, Universidade de Sao Paulo, São Paulo, Brazil.
Alessandra C GoulartCenter for Clinical and Epidemiological Research, Hospital Universitario, Universidade de Sao Paulo, São Paulo, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study explored the relationship between serum cadmium (Cd), smoking exposure, and migraine in the ELSA-Brasil cohort (2008-2010). The analysis included 2,750 participants whose serum Cd levels were measured using inductively coupled plasma mass spectrometry. Smoking exposure was assessed using self-report data of active smoking and second-hand smoke. Migraine, including definite and probable migraine, was diagnosed according to the International Classification of Headache Disorders, 3rd edition (ICHD-3). Logistic regression was used to estimate the odds of migraine across serum Cd quintiles, using the third quintile as the reference category, while linear regression examined the relationship between smoking exposure and Cd levels. Polynomial contrasts tested linear trends. Participants had a mean (SD) age of 53.2 (9.0) years and 53.1% were women. Migraine prevalence was 29.1% (including probable migraine). Individuals with migraine had slightly higher median serum Cd levels than controls [0.050 µg/L (IQR 0.035-0.077) vs. 0.048 µg/L (0.035-0.066); p = 0.021], although smoking exposure scores did not differ between groups. Smoking exposure showed a strong positive association with serum Cd concentrations (p-trend < 0.001). Participants in the highest Cd quintile had greater odds of migraine [aOR 1.51 (95% CI 1.09-2.08), p = 0.011] after adjustment for smoking exposure and sociodemographic and clinical confounders. Sex-stratified analysis yielded even stronger associations among males [aOR 1.84 (95% CI 1.07-3.16), p = 0.027]. However, in the sensitivity analysis including definite migraine cases only, this association was no longer significant [aOR: 1.14 (0.71, 1.83), p = 0.579]. Main findings suggest that Cd exposure from smoking may contribute to migraine occurrence, particularly in males. However, other sources of Cd that could influence migraine should not be disregarded, and future investigation in this field is warranted.

Indexed as

CadmiumHeavy metalMigraineSmoking

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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.