Network-based approach for targeting human kinases commonly associated with amyotrophic lateral sclerosis and cancer

Fatima Khatoon1, Shafiul Haque2, Anwar Hashem3,4

  • 1Amity Institute of Neuropsychology and Neurosciences, Amity University, Noida, Uttar Pradesh, India.

Abstract

Insights

This study reveals kinase interactions in Amyotrophic Lateral Sclerosis (ALS) and other diseases, identifying potential therapeutic targets for complex kinase-driven networks and related comorbidities.

Area of Science:

  • Systems biology
  • Network analysis
  • Molecular biology

Background:

  • Amyotrophic Lateral Sclerosis (ALS) is a progressive motor neuron disease with no cure.
  • Kinases, enzymes regulating signal transduction, are implicated in ALS and other diseases like cancer.
  • Dysregulated kinase activity contributes to various human diseases.

Purpose of the Study:

  • To investigate kinase-based molecular interplay between ALS and other human disorders using a network-based systems biology approach.
  • To identify potential therapeutic targets within the complex disease-causing network.

Main Methods:

  • Identified 62 ALS-associated kinases.
  • Scanned disease-gene interaction databases to link kinases with other disorders.
  • Constructed a kinase-disorder interaction network.
  • Identified targeting miRNAs and performed gene ontology/pathway enrichment analysis.
  • Identified potential drug molecules for repurposing.

Main Results:

  • A network of 36 kinases and 381 associated disorders was established, highlighting kinase-related comorbidity.
  • Identified 5 miRNAs targeting key kinases in the network.
  • Gene ontology and pathway analysis revealed biological functions and important pathways.
  • Discovered 3 drug molecules capable of perturbing the disease network.

Conclusions:

  • This network-based study enhances understanding of ALS comorbidities linked to kinases.
  • Identified potential therapeutic targets for disrupting complex kinase-driven disease networks.

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