Employing a synergistic bioinformatics and machine learning framework to elucidate biomarkers associating asthma with pyrimidine metabolism genes

This investigation identifies eleven PyMGs at the core of asthma's pathogenesis, establishing them as potential biomarkers for this disease. Our findings enhance the understanding of asthma's molecular mechanisms and open new avenues for improving diagnostics, monitoring, and progression evaluation. By providing new insights into non-cancerous pathologies, our work introduces a novel perspective and sets the stage for further studies in this field.

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Publication Details

Journal
Respiratory Research
Published
2024-08-31
DOI
https://doi.org/10.1186/s12931-024-02954-4
Citations
3
Primary Topic
RNA modifications and cancer
Type
article
Field-Weighted Citation Impact
0.70

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article

Employing a synergistic bioinformatics and machine learning framework to elucidate biomarkers associating asthma with pyrimidine metabolism genes

Dihui Zhang, Guanghui Li, Man Zheng, Jia Chen et al.
3 citations
Respiratory Research
RNA modifications and cancer
0.70
article

Employing a synergistic bioinformatics and machine learning framework to elucidate biomarkers associating asthma with pyrimidine metabolism genes

Dihui Zhang, Guanghui Li, Man Zheng, Jia Chen, Xiaowei Pu
article en
3 citations

Abstract

This investigation identifies eleven PyMGs at the core of asthma's pathogenesis, establishing them as potential biomarkers for this disease. Our findings enhance the understanding of asthma's molecular mechanisms and open new avenues for improving diagnostics, monitoring, and progression evaluation. By providing new insights into non-cancerous pathologies, our work introduces a novel perspective and sets the stage for further studies in this field.

Respiratory ResearchVol. 25(1)
Guangzhou University of Chinese Medicine (CN), Wenzhou Medical University (CN), Shanghai University of Traditional Chinese Medicine (CN), Shandong Provincial Hospital (CN), Boxing People's Hospital (CN), Shuguang Hospital (CN), Dongyang People's Hospital (CN)
Shanghai University of Traditional Chinese Medicine
Zero hunger
Openalex Percentile: Top 30%
RNA modifications and cancer
0.70
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