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Integrating Bioinformatics and Machine Learning to Investigate the Mechanisms by Which Three Major Respiratory Infectious Diseases Exacerbate Heart Failure

2024-06-21

Abstract excerpt

<h4>Background</h4> Heart failure (HF) is a severe cardiovascular disease often worsened by respiratory infections like influenza, COVID-19, and community-acquired pneumonia (CAP). This study aims to uncover the molecular commonalities among these respiratory diseases and their impact on HF, identifying key mediating genes. <h4>Methods</h4> Datasets from the GEO database were analyzed for differential expression...

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Literature Corpus work
184d7b24-bdeb-558b-9111-b95da7bd02aa
DOI
10.1101/2024.06.21.600018
Open publication

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Integrating Bioinformatics and Machine Learning to Investigate the Mechanisms by Which Three Major Respiratory Infectious Diseases Exacerbate Heart FailureDOI 10.1101/2024.06.21.600018
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