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

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

Author(s)
Juan Andrés Muñoz-Ordoñez
Manuela Escalante‐Forero
Yorlany Rodas
Andrea Alejandra Arteaga-Tobar
Valeria Azcárate-Rodríguez
Eduardo Perna
Iván Mendoza
Fernando Wyss
José Luis Barisani
Mario Speranza
Walter Alarco
Juan Carlos Barrera Ortega
Andrés Ulate
Jessica Mercedes
Daniel Quesada
Paola Oliver
Andrea Valencia‐Orozco
Mario Miguel Barbosa
Hoover León-Giraldo
Noel Flórez
Juan Esteban Gómez‐Mesa
María Lorena Coronel
Alejandra Christen
Paula Alexandra Silva
Juan Martín Brunialti
Pedro Vellosa Schwartzmann
Luis Carlos Santana Passos
Estêvão Lanna Figueiredo
Carlos Eduardo Lucena Montenegro
Franco Appiani Florit
Ricardo Enrique Larrea Gómez
Fernando Verdugo Thomas
Iván Criollo
Ricardo Ramírez
Víctor Rossel
Julián Lugo
María José Sanjinés Rodríguez
Andrés F. Buitrago
Noel Flórez
Juan Isaac Ortíz
William Millán Orozco
Clara Saldarriaga
Daniel Quesada
Sylvia Sandoval
Liliana Patricia Cárdenas Aldaz
Marlon Aguirre
Fei Chong
Armando Alvarado
Daniel Sierra
Alexander Romero
Miguel Quintana
Felipe Nery Gervacio Fernández
R. Correa
Francisco Chávez Sol Sol
Wilbert German Yabar Galindo
Claudia Almonte
César J. Herrera
Igor Morr
Eglee Castillo
Date Issued
5 de marzo de 2025
Type
Article
Volume
25
Issue
1
Start Page
147
End Page
147
DOI
10.1186/s12872-025-04565-3
Abstract
BACKGROUND: The 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. OBJECTIVE: To 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. METHODS: This 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. RESULTS: Of 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. CONCLUSIONS: In 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.
Subjects

Medicine

Angiology

Internal medicine

Biomarker

Procalcitonin

Pulmonary embolism

Intensive care unit

Ferritin

Population

Heart failure

Cardiology

Sepsis

Environmental health

Biochemistry

Chemistry

Medicine

Angiology

Internal medicine

Biomarker

Procalcitonin

Pulmonary embolism

Intensive care unit

Ferritin

Population

Heart failure

Cardiology

Sepsis

COVID-19 blood

COVID-19 blood

COVID-19 blood

COVID-19 blood

COVID-19 blood

COVID-19 blood

COVID-19 diagnosis

COVID-19 diagnosis

COVID-19 diagnosis

COVID-19 diagnosis

COVID-19 diagnosis

COVID-19 diagnosis

COVID-19 mortality

COVID-19 mortality

COVID-19 mortality

COVID-19 mortality

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COVID-19 epidemiology...

COVID-19 epidemiology...

COVID-19 epidemiology...

COVID-19 epidemiology...

COVID-19 epidemiology...

COVID-19 therapy

COVID-19 therapy

COVID-19 therapy

COVID-19 therapy

SARS-CoV-2

SARS-CoV-2

SARS-CoV-2

SARS-CoV-2

SARS-CoV-2

SARS-CoV-2

Aged

Aged

Aged

Aged

Aged

Aged

C-Reactive Protein an...

C-Reactive Protein an...

C-Reactive Protein me...

C-Reactive Protein me...

Female

Female

Female

Female

Female

Female

Ferritins blood

Ferritins blood

Fibrin Fibrinogen Deg...

Fibrin Fibrinogen Deg...

Hospitalization

Hospitalization

Hospitalization

Hospitalization

Humans

Humans

Humans

Humans

Humans

Humans

Latin America epidemi...

Latin America epidemi...

Latin America epidemi...

Latin America epidemi...

Latin America epidemi...

Latin America epidemi...

Male

Male

Male

Male

Male

Male

Middle Aged

Middle Aged

Middle Aged

Middle Aged

Middle Aged

Middle Aged

Prognosis

Prognosis

Prognosis

Prognosis

Prognosis

Prognosis

Prospective Studies

Prospective Studies

Prospective Studies

Prospective Studies

Prospective Studies

Prospective Studies

Registries

Registries

Registries

Registries

Registries

Registries

Risk Factors

Risk Factors

Risk Factors

Risk Factors

Risk Factors

Risk Factors

Sex Factors

Sex Factors

Sex Factors

Sex Factors

Sex Factors

Sex Factors

Biomarkers blood

Biomarkers blood

Biomarkers blood

Biomarkers blood

Biomarkers blood

Biomarkers blood

Cluster Analysis

Cluster Analysis

Cluster Analysis

Cluster Analysis

Cluster Analysis

Cluster Analysis

Caribbean Region epid...

Caribbean Region epid...

Caribbean Region epid...

Caribbean Region epid...

Caribbean Region epid...

Caribbean Region epid...

Health Sciences Medic...

Health Sciences Medic...

Health Sciences Medic...

Metrics
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