September 10, 2025Scientific ReportsOpen Access

Mitochondrial subtypes in renal ischemia reperfusion injury guide delayed graft function and Long-Term graft prediction

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Identifying mitochondrial dysfunction impacts delayed graft function in kidney transplants, suggesting predictive models for long-term survival.

Two distinct clusters of ischemia reperfusion injury were identified, correlating with higher and lower rates of delayed graft function.
Differential expression analysis revealed significant mitochondrial-related genes that guide predictions for graft survival.
Comprehensive bioinformatics and machine learning methods were employed to develop predictive models based on gene expression.
These findings emphasize the role of mast cells in kidney transplantation, which may inform future therapeutic strategies.

Hu et al. (2025) studied this question.

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September 10, 2025Scientific ReportsOpen Access

View Full Paper

Ask AI

Bookmark

Authors

Identifying mitochondrial dysfunction impacts delayed graft function in kidney transplants, suggesting predictive models for long-term survival.

Two distinct clusters of ischemia reperfusion injury were identified, correlating with higher and lower rates of delayed graft function.
Differential expression analysis revealed significant mitochondrial-related genes that guide predictions for graft survival.
Comprehensive bioinformatics and machine learning methods were employed to develop predictive models based on gene expression.
These findings emphasize the role of mast cells in kidney transplantation, which may inform future therapeutic strategies.

Hu et al. (2025) studied this question.

View Full Paper

Ask AI

Bookmark