Article
Identification and Validation of Cuproptosis Related Genes and Signature Markers in Bronchopulmonary Dysplasia Disease using Bioinformatics Analysis and Machine Learning
2023-01-19
Abstract excerpt
<h4>Background: </h4> Bronchopulmonary Dysplasia (BPD) has a high incidence and affects the health of preterm infants. Cuproptosis is a novel form of cell death, but its mechanism of action in the disease is not yet clear. Machine learning, the latest tool for the analysis of biological samples, is still relatively rarely used for in-depth analysis and prediction of diseases. Methods and Results First, the differ...
Topics
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- Chronic Obstructive Pulmonary Disease (COPD) Research
- Congenital Diaphragmatic Hernia Studies
- Epigenetics and DNA Methylation
- Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
- Machine Learning in Bioinformatics
- Neonatal Respiratory Health Research
- Neutrophil, Myeloperoxidase and Oxidative Mechanisms
- Respiratory viral infections research
Identifiers and source
- Literature Corpus work
- f9628413-77a8-565b-991b-cb8542908813
- DOI
- 10.21203/rs.3.rs-2486668/v1
