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Aldehyde Dehydrogenase, Mitochondrial

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Identification of glycolysis genes signature for predicting prognosis in malignant pleural mesothelioma by bioinformatics and machine learning.

Frontiers in endocrinology 36523602
BACKGROUND: Glycolysis-related genes as prognostic markers in malignant pleural mesothelioma (MPM) is still unclear. We hope to explore the relationship between glycolytic pathway genes and MPM prognosis by constructing prognostic risk models through...
Aldehyde Dehydrogenase, Mitochondrial Biomarkers, Tumor Computational Biology Glycolysis Humans Machine Learning Mesothelioma Mesothelioma, Malignant Prognosis
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Identification of ALDH2 as a novel target for the treatment of acute kidney injury in kidney transplantation based on WGCNA and machine learning algorithms and exploration of its potential mechanism of action using animal experiments.

Frontiers in immunology 40103812
BACKGROUND: Acute kidney injury (AKI) after kidney transplantation is one of the main causes of graft loss and poor patient prognosis, and it is important to explore new targets for treating AKI in kidney transplantation.
Acute Kidney Injury Aldehyde Dehydrogenase, Mitochondrial Algorithms Animals Computational Biology Disease Models, Animal Gene Expression Profiling Gene Regulatory Networks Humans Kidney Transplantation Machine Learning Male Rats
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