Evidence map›Paper›PMID 40171144›Full record

ArticleLancet regional health. Americas2025

Prediction of cardiovascular risk: validation of a non-laboratory and a laboratory-based score in a Brazilian community-based cohort of the PURE study.

Gustavo Bernardes de Figueiredo Oliveira, Rafael Amorim Belo Nunes, Lucas Bassolli de Oliveira Alves, Precil Diego Miranda de Menezes Neves, Victor Augusto Hamamoto Sato, Ana Heloisa Kamada Triboni, Haliton Alves de Oliveira Júnior, Priscila Raupp da Rosa, Maria Luz Díaz, Jose Patricio Lopez-Jaramillo and 3 more

Abstract read
In one paragraph

Article in Lancet regional health. Americas, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

13 authors.

Gustavo Bernardes de Figueiredo OliveiraInternational Research Center, Hospital Alemão Oswaldo Cruz, São Paulo, Brazil.
Rafael Amorim Belo NunesInternational Research Center, Hospital Alemão Oswaldo Cruz, São Paulo, Brazil.
Lucas Bassolli de Oliveira AlvesInternational Research Center, Hospital Alemão Oswaldo Cruz, São Paulo, Brazil.
Precil Diego Miranda de Menezes NevesInternational Research Center, Hospital Alemão Oswaldo Cruz, São Paulo, Brazil.
Victor Augusto Hamamoto SatoInternational Research Center, Hospital Alemão Oswaldo Cruz, São Paulo, Brazil.
Ana Heloisa Kamada TriboniInternational Research Center, Hospital Alemão Oswaldo Cruz, São Paulo, Brazil.
Haliton Alves de Oliveira JúniorInternational Research Center, Hospital Alemão Oswaldo Cruz, São Paulo, Brazil.
Priscila Raupp da RosaNovartis Biociências S.A, São Paulo, Brazil.
Maria Luz DíazInstituto Cardiovascular de Rosario, Rosario, Argentina.
Jose Patricio Lopez-JaramilloMasira Research Institute, Medical School, Universidad de Santander, Bucaramanga, Colombia.
Fernando LanasUniversidad de la Frontera, Temuco, Chile.
Philip JosephPopulation Health Research Institute, McMaster University, Hamilton, Canada.
Álvaro AvezumInternational Research Center, Hospital Alemão Oswaldo Cruz, São Paulo, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Risk scores are essential tools for implementing cardiovascular disease (CVD) prevention. Validating risk scores considering regional diversities and disparities is critical for reducing the burden of CVD on global morbidity and mortality. We aimed to validate two cardiovascular risk scores (laboratory and non-laboratory-based) to predict major adverse cardiovascular events in the Brazilian cohort of the PURE study. Methods: We validated two risk scores derived from the INTERHEART study, the non-laboratory INTERHEART risk score (NL-IHRS) and the laboratory fasting cholesterol INTERHEART risk score (FC-IHRS) using data from 4623 (urban areas) and 1415 (rural areas) participants without CVD in the Brazilian cohort of the PURE study enrolled in 2004 and 2005 and followed up to September 2021. The endpoint was major cardiovascular events (MACE), defined as the composite of myocardial infarction, stroke, heart failure, or death from cardiovascular causes. We evaluated the model performance of IHRS through c-statistic and calibration methods. Findings: After a mean follow-up of 8.8 years (range, 0.28-15.1 years), there were 312 cardiovascular events, corresponding to an incidence rate of 0.58% per year (0.56% per year in urban versus 0.64% per year in rural areas). For the NL-IHRS, the c-statistic was 0.69 (95% confidence interval, CI, 0.66-0.72) in the overall cohort, 0.68 (95% CI, 0.64-0.72) in the urban cohort, and 0.72 (95% CI, 0.66-0.78) in the rural cohort. C-statistic values for the recalibrated FC-IHRS were 0.71 (95% CI, 0.67-0.74), 0.71 (95% CI, 0.67-0.75), and 0.70 (95% CI, 0.64-0.76) in the overall, urban, and rural cohorts, respectively. Interpretation: In this Brazilian community-based prospective cohort, both NL-IHRS and FC-IHRS-based models performed with reasonable discriminative accuracy on the risk estimation of long-term risk of major CVD. A non-laboratory-based CVD risk score may be instrumental in Brazilian communities with limited access to medical resources. Funding: Population Health Research Institute, Novartis Biociências S.A.

Indexed as

BrazilCardiovascular diseaseRisk factorsRisk scoreValidation study

Identifiers

PMID40171144
PMCPMC11959376

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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.