Evidence map›Paper›PMID 42525642›Full record

ArticlePLOS global public health2026

Association between climatic variables and cardiovascular hospitalizations in Brazil: An ecological study.

Bruna Dóris, Gabriel Savogin Andraus, Rajesh da Silva Seunaraine, Débora Nabor de Cássia Silva, Natália da Silva Teixeira, Bruno Siegel Guerra, Thyago Proença de Moraes, Gustavo Lenci Marques

Abstract read
In one paragraph

Article in PLOS global public health, 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

8 authors.

Bruna DórisUniversidade Federal do Paraná, Postgraduate Program in Internal Medicine and Health Sciences, Curitiba, Paraná, Brazil.ORCID https://orcid.org/0009-0003-7707-6038
Gabriel Savogin AndrausPontifícia Universidade Católica do Paraná, Curitiba, Paraná, Brazil.ORCID https://orcid.org/0000-0003-4752-5472
Rajesh da Silva SeunaraineUniversidade Federal do Paraná, Postgraduate Program in Internal Medicine and Health Sciences, Curitiba, Paraná, Brazil.ORCID https://orcid.org/0009-0004-4207-6617
Débora Nabor de Cássia SilvaUniversidade Federal do Paraná, Postgraduate Program in Internal Medicine and Health Sciences, Curitiba, Paraná, Brazil.
Natália da Silva TeixeiraUniversidade Federal do Paraná, Postgraduate Program in Internal Medicine and Health Sciences, Curitiba, Paraná, Brazil.
Bruno Siegel GuerraMUNAI, Curitiba, Paraná, Brazil.
Thyago Proença de MoraesPontifícia Universidade Católica do Paraná, Curitiba, Paraná, Brazil.
Gustavo Lenci MarquesUniversidade Federal do Paraná, Postgraduate Program in Internal Medicine and Health Sciences, Curitiba, Paraná, Brazil.ORCID https://orcid.org/0000-0002-6057-0350

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cardiovascular disease is the leading cause of death worldwide, and external factors such as ambient temperature can predispose to cardiovascular events. Brazil, a country with continental dimensions and diverse climates, lacks a recent study comparing cardiovascular hospitalization rates with climatic data across the Brazilian states. This study aimed to describe and relate the hospitalization counts of cardiovascular events, including acute myocardial infarction, stroke, and heart failure, to climatic data. Data were obtained from the Department of Informatics of the Unified Health System and the National Meteorology Institute from 2010 to 2024. We recorded a total of 2,917,900 hospitalizations for cardiovascular diseases across 103 cities in Brazil where complete climatic data were available. The hospitalization rates per 100,000 inhabitants ranged from 0.007 in the state of Maranhão to 0.023 in Rio Grande do Sul. We observed a lower relative risk of hospitalization for cardiovascular diseases in regions with a higher ambient temperature, with the temperature range up to 19°C having the highest risk. No difference in hospitalization risk was observed between the temperate and tropical climate regions. This study highlights the importance of public measures for cardiovascular event prevention during periods of lower temperature throughout the year.

Identifiers

PMID42525642
PMCPMC13421759

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.