Perinatal asphyxia leads to acute kidney damage and increased renal susceptibility in adulthood

Tamas Lakat1,2, Andrea Fekete1,2, Kornel Demeter3

  • 1MTA-SE Lendület "Momentum" Diabetes Research Group, Budapest, Hungary.

Insights

Perinatal asphyxia causes subclinical kidney injury in rats, increasing future kidney damage risk. Machine learning accurately identified these changes, suggesting potential biomarkers for affected infants.

Area of Science:

  • Neonatal medicine
  • Nephrology
  • Molecular biology

Background:

  • Perinatal asphyxia (PA) significantly impacts infant organs, especially kidneys.
  • Diagnosing and treating PA-related kidney injury is challenging, with limited long-term data.
  • Understanding PA's renal effects is crucial for infant health.

Purpose of the Study:

  • To investigate molecular pathways in the kidney following PA in neonatal rats.
  • To assess if PA increases susceptibility to subsequent kidney injury in adult rats.
  • To identify potential biomarkers for PA-induced kidney complications.

Main Methods:

  • Neonatal Wistar rats exposed to PA via controlled hypoxia and hypercapnia.
  • Adult rats with PA history subjected to renal ischemia-reperfusion (IR) injury.
  • Analysis of gene expression for injury, hypoxia, inflammation, and fibrosis markers.
  • Random forest machine learning model developed for PA classification.

Main Results:

  • PA induced immediate gene expression of kidney injury, hypoxia, heat shock, inflammation, and fibrosis markers.
  • A machine learning model achieved 95.5% accuracy in classifying PA.
  • Adult rats with PA history exhibited worsened kidney function and injury after IR.

Conclusions:

  • PA causes subclinical kidney injury, increasing long-term renal damage susceptibility.
  • Identified molecular pathways offer potential therapeutic targets for PA.
  • Random forest analysis provides a basis for developing PA biomarkers.

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