Evidence map›Paper›PMID 40045210›Full record

Observational studyBMC cardiovascular disorders2025

Biochemical differences based on sex and clusters of biomarkers in patients with COVID-19: analysis from the CARDIO COVID 19-20 registry.

Frank Cañón-Estrada, Juan Andrés Muñoz-Ordoñez, Manuela Escalante-Forero, Yorlany Rodas, Andrea Alejandra Arteaga-Tobar, Valeria Azcarate-Rodriguez, Eduardo Perna, Iván Mendoza, Fernando Wyss, José Luis Barisani and 13 more

Abstract readMulticenter StudyObservational StudyComparative Study
In one paragraph

Observational study in BMC cardiovascular disorders, 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

23 authors.

Frank Cañón-EstradaFacultad de Ciencias de La Salud, Universidad Icesi, 76003, Cali, Colombia.
Juan Andrés Muñoz-OrdoñezFacultad de Ciencias de La Salud, Universidad Icesi, 76003, Cali, Colombia.
Manuela Escalante-ForeroFacultad de Ciencias de La Salud, Universidad Icesi, 76003, Cali, Colombia.
Yorlany RodasCentro de Investigaciones Clínicas, Fundación Valle del Lili, 76003, Cali, Colombia.
Andrea Alejandra Arteaga-TobarFacultad de Ciencias de La Salud, Universidad Icesi, 76003, Cali, Colombia.
Valeria Azcarate-RodriguezFacultad de Ciencias de La Salud, Universidad Icesi, 76003, Cali, Colombia.
Eduardo PernaDepartamento de Cardiología, Instituto de Cardiología J.F Cabral, Corrientes, 3400, Argentina.
Iván MendozaFacultad de Ciencias de La Salud, Universidad Central de Venezuela, Caracas, 1030, Venezuela.
Fernando WyssDepartamento de Cardiología, Servicios y Tecnología Cardiovascular de Guatemala S.A-Cardiosolutions, Guatemala City, 01010, Guatemala.
José Luis BarisaniDepartamento Cardiovascular, Hospital Presidente Perón, 1710, Buenos Aires, Argentina.
Mario SperanzaDepartamento de Cardiología, Hospital Clínica Bíblica, San José, 10104, Costa Rica.
Walter AlarcoDepartamento de Cardiología, Instituto Nacional Cardiovascular INCOR ESSALUD, Lima, 1507, Perú.
Juan Carlos OrtegaDepartamento de Cardiología, Hospital Universitario Erasmo Meoz, 540003, Cúcuta, Colombia.
Andrés UlateDepartamento de Cardiología, Hospital México, San José, 10101, Costa Rica.
Jessica MercedesDepartamento de Cardiología, Hospital Nacional San Rafael, Santa Tecla, 1502, El Salvador.
Daniel Quesada ChavesDepartamento de Cardiología, Hospital San Vicente de Paúl, Heredia, 40101, Costa Rica.
Paola OliverDepartamento de Cardiología, Hospital Nacional Arzobispo Loayza, Lima, 15072, Perú.
Andrea Valencia-OrozcoCentro de Investigaciones Clínicas, Fundación Valle del Lili, 76003, Cali, Colombia.
Mario Miguel BarbosaCentro de Investigaciones Clínicas, Fundación Valle del Lili, 76003, Cali, Colombia.
Hoover León-GiraldoCentro de Investigaciones Clínicas, Fundación Valle del Lili, 76003, Cali, Colombia.
Noel Alberto FlórezDepartamento de Cardiología, Fundación Valle del Lili, Street 98 N. 18-49, 76003, Cali, Colombia.
Juan Esteban Gómez-MesaFacultad de Ciencias de La Salud, Universidad Icesi, 76003, Cali, Colombia. juan.gomez.me@fvl.org.co.
CARDIO COVID 19-20 Research Group

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe inflammatory response associated with COVID-19 varies with sex, potentially affecting disease outcomes. Males have a higher risk of complications compared to females, requiring an evaluation of differences in inflammatory response severity based on sex.

objectiveTo compare clinical data, biochemical biomarkers, and outcomes among hospitalized COVID-19 patients in Latin America and the Caribbean (LA&C) based on sex and to perform a cluster analysis of biomarker profiles for both sexes.

methodsThis prospective, multicenter observational registry made by the Inter-American Council of Heart Failure and Pulmonary Hypertension of the Inter-American Society of Cardiology included hospitalized COVID-19 patients from 44 hospitals in 14 countries in LA&C between May 1, 2020, and June 30, 2021.

resultsOf 3,260 patients (1,201 females and 2,059 males), males had higher C-reactive protein and ferritin levels, while females had higher natriuretic peptides and d-dimer levels. Males had more cardiovascular complications (acute coronary syndrome [3.3% vs. 2.2%], decompensated heart failure [8.9% vs. 7.8%], pulmonary embolism [4.4% vs. 2.9%]), intensive care unit (ICU) admissions (56.9% vs. 47.7%), and overall mortality (27.5% vs. 22.1%). Cluster analysis identified three groups: one with normal-range biomarkers but elevated ferritin, one with coagulation abnormalities, and one with an inflammatory profile linked to renal injury and increased non-cardiovascular mortality.

conclusionsIn the LA&C population hospitalized with COVID-19, males had higher inflammatory biomarker levels, correlating with increased cardiovascular complications and mortality. The cluster with an inflammatory profile showed higher non-cardiovascular mortality, while clusters with elevated ferritin levels were associated with increased ICU admissions.

Indexed as

COVID-19RegistriesAgedBiomarkersCaribbean RegionCluster AnalysisFemaleHospitalizationHumansLatin AmericaMaleMiddle AgedPrognosisProspective StudiesRisk FactorsSARS-CoV-2BiomarkersBiomarkersCardiovascular complicationsCOVID-19Latin AmericaSex factors

Identifiers

PMID40045210
PMCPMC11881352

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.