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Updated: Aug 15, 2025

Kinase Inhibitor Screening In Self-assembled Human Protein Microarrays
Published on: October 23, 2019
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.
Background:
Amyotrophic Lateral Sclerosis (ALS) is a rare progressive and chronic motor neuron degenerative disease for which at present no cure is available. In recent years, multiple genes encode kinases and other causative agents for ALS have been identified. Kinases are enzymes that show pleiotropic nature and regulate different signal transduction processes and pathways. The dysregulation of kinase activity results in dramatic changes in processes and causes many other human diseases including cancers.
Methods:
In this study, we have adopted a network-based system biology approach to investigate the kinase-based molecular interplay between ALS and other human disorders. A list of 62 ALS-associated-kinases was first identified and then we identified the disease associated with them by scanning multiple disease-gene interaction databases to understand the link between the ALS-associated kinases and other disorders.
Results:
An interaction network with 36 kinases and 381 different disorders associated with them was prepared, which represents the complexity and the comorbidity associated with the kinases. Further, we have identified 5 miRNAs targeting the majority of the kinases in the disease-causing network. The gene ontology and pathways enrichment analysis of those miRNAs were performed to understand their biological and molecular functions along with to identify the important pathways. We also identified 3 drug molecules that can perturb the disease-causing network by drug repurposing.
Conclusion:
This network-based study presented hereby contributes to a better knowledge of the molecular underpinning of comorbidities associated with the kinases associated with the ALS disease and provides the potential therapeutic targets to disrupt the highly complex disease-causing network.
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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