Identification of biomarkers associated with programmed cell death in liver ischemia–reperfusion injury: insights from machine learning frameworks and molecular docking in multiple cohorts
This study comprehensively characterizes PCD in LIRI and identifies one core molecule, providing a new strategy for early prevention and treatment of LIRI.
Authors
- J. Li (ORCID: https://orcid.org/0000-0001-5676-0330)
- Yunshu Zhang
- Ying Jin (ORCID: https://orcid.org/0000-0001-7105-3052)
- Wei Liu (ORCID: https://orcid.org/0000-0002-2046-6225)
- Yang Yao (ORCID: https://orcid.org/0000-0002-7975-3405)
- Jifeng Liu (ORCID: https://orcid.org/0000-0001-6829-7953)
- Lei Zhong (ORCID: https://orcid.org/0000-0002-5206-1126)
- Fengyuan Lv
Institutions
- Dalian Medical University (CN)
- First Affiliated Hospital of Dalian Medical University (CN)
- China Medical University (CN)
Publication Details
- Journal
- Frontiers in Medicine
- Published
- 2025-03-14
- DOI
- https://doi.org/10.3389/fmed.2025.1501467
- Primary Topic
- Liver Disease Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00