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Integrative systems biology identifies PSMB2 as a core oxidative stress-associated target in triple-negative breast

Fahad M Alshabrmi1

  • 1Department of Medical Laboratories, College of Applied Medical Sciences, Qassim University, 51452, Buraydah, Saudi Arabia. fshbrmy@qu.edu.sa.

Insights

This study identifies PSMB2 as a key gene in aggressive triple-negative breast cancer (TNBC). Computational analysis suggests natural compounds like curcumin may offer new therapeutic avenues for TNBC treatment.

Area of Science:

  • Oncology
  • Computational Biology
  • Pharmacology

Background:

  • Triple-negative breast cancer (TNBC) is an aggressive subtype with limited treatment options.
  • Lack of specific molecular targets contributes to high recurrence and poor survival rates in TNBC.
  • Novel therapeutic targets and bioactive compounds are crucial for improving TNBC management.

Purpose of the Study:

  • To identify molecular targets and plant-derived compounds for TNBC therapy using systems biology and computational pharmacology.
  • To explore oxidative stress-mediated mechanisms in TNBC.
  • To discover potential natural product-based treatments for TNBC.

Main Methods:

  • Integrative systems biology approach combining transcriptomics and weighted gene coexpression network analysis.
  • Phytochemical target integration with disease-associated genes to identify key targets.
  • Machine learning for core gene identification and molecular docking for compound screening.

Main Results:

  • Seven key genes were identified, primarily involved in oxidative stress, DNA repair, proteasome activity, and cell cycle regulation.
  • PSMB2 was identified as the most robust core gene associated with TNBC via machine learning.
  • Molecular docking revealed favorable binding of 6-gingerol, curcumin, and demethoxycurcumin to predicted targets.

Conclusions:

  • Computational approaches combined with natural product screening can identify novel therapeutic strategies for TNBC.
  • PSMB2 emerges as a potential therapeutic target in TNBC.
  • Phytochemicals like curcumin show promise for TNBC treatment, warranting further investigation.

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