A machine learning-driven study indicates emodin improves cardiac hypertrophy by modulation of mitochondrial SIRT3

Jian Gao1, Kunlin Zhang2, Yi Wang3

  • 1Beijing University of Chinese Medicine, Beijing, 100029, China; The Third Affiliated Hospital, Beijing University of Chinese Medicine, Beijing, 100029, China.

Insights

Emodin, a component of rhubarb, effectively treats cardiac hypertrophy by protecting mitochondria. It activates SIRT3 signaling, offering a new therapeutic strategy for heart conditions.

Area of Science:

  • Cardiovascular Research
  • Pharmacology
  • Mitochondrial Biology

Background:

  • Cardiac hypertrophy (CH) significantly increases heart failure risk, lacking effective treatments.
  • Mitochondrial protection is a promising strategy to combat CH.
  • Rheum palmatum L. (rhubarb) shows potential in treating heart failure and inhibiting cardiac enlargement.

Purpose of the Study:

  • To identify rhubarb's active components and molecular targets for treating CH.
  • To elucidate the pharmacological mechanisms of rhubarb in CH treatment.
  • To validate emodin's therapeutic potential and its underlying pathways in CH.

Main Methods:

  • Network pharmacology and machine learning identified emodin-SIRT3 as a key interaction.
  • Surflex docking confirmed emodin-SIRT3 as an optimal combination.
  • In vivo (TAC/isoproterenol-induced CH mice) and in vitro (phenylephrine-injured cardiomyocytes) models were used.

Main Results:

  • Emodin effectively inhibited agonist-induced and pressure overload-mediated CH.
  • Emodin prevented mitochondrial dysfunction by activating SIRT3 signaling.
  • PGC-1ɑ was identified as an upstream regulator in the emodin-SIRT3 pathway.

Conclusions:

  • Emodin is a key pharmacodynamic component of rhubarb for treating CH.
  • Emodin exerts therapeutic effects via mitochondrial protection through SIRT3 activation.
  • This study clarifies rhubarb's mechanism and highlights emodin's potential for CH treatment.

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