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Cardiac biomarkers are critical in diagnosing, prognosing, and managing cardiovascular diseases. Routine measurement of specific biomarkers such as B-type natriuretic peptide (BNP), C-reactive protein (CRP), and homocysteine (Hcy) is common practice in clinical settings to evaluate heart function and predict cardiovascular events.
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Natriuretic Peptides (BNP)
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Related Experiment Video

Updated: Apr 24, 2026

Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts

Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts

Published on: September 20, 2024

Biological Signatures of Inflammation Biomarkers Identified Using Data Reduction Methods in Adult Population: A

Gary Sánchez-Gordón^1,2,3, Elena Plans-Beriso^1,4, Cristina Barahona-López^1,4

¹Cancer and Environmental Epidemiology Unit, National Centre for Epidemiology, Instituto de Salud Carlos III Madrid Spain.

Health Science Reports

|April 23, 2026

Summary

This scoping review identifies chronic inflammation biomarker signatures using data reduction methods. It aims to map existing literature for early disease detection and understanding inflammation causes.

Keywords:

biological markers cluster analysis data reduction methods inflammation inflammation signatures principal component analysis

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Area of Science:

Biomedical Science
Epidemiology
Biomarker Discovery

Background:

Chronic inflammation is a key driver of numerous chronic diseases.
Accurate measurement of chronic inflammation is challenging due to biomarker variability.
Joint analysis of inflammatory biomarkers may reveal specific signatures for chronic inflammation.

Purpose of the Study:

To systematically map the literature on chronic inflammation biomarker signatures.
To identify signatures identified using data reduction methods in adults.
To highlight knowledge gaps in the field of inflammation biomarker research.

Main Methods:

Adherence to Joanna Briggs Institute methodology and PRISMA-ScR guidelines.
Comprehensive electronic searches in Medline and Embase databases up to October 2023.
Inclusion of systematic reviews and primary research analyzing blood, urine, or saliva biomarkers, excluding acute conditions.

Main Results:

A PRISMA flowchart will summarize study findings.
Interactive visual maps will display identified inflammatory signatures.
Categorization of signatures by study design, data reduction method, and population.

Conclusions:

This review offers a comprehensive overview of inflammation biomarker signatures.
It identifies knowledge gaps in using data reduction methods for inflammation biomarker analysis.
Findings will be publicly accessible to advance research.