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Updated: Mar 17, 2026

Performing Data Mining And Integrative Analysis Of Biomarker in Breast Cancer Using Multiple Publicly Accessible Databases
Published on: May 17, 2019
Bioinformatics exploration of PAK1 (P21-activated kinase-1) revealed potential network gene elements in breast
Nanda Kumar Yellapu1, Madhusudana Pulaganti2, Suresh Babu Pakala3
1a Biomedical Informatics Centre , Vector Control Research Centre (VCRC)-ICMR , Pondicherry 605006 , India.
Abstract:
P21-activated kinase-1 (PAK1) is an enzyme associated with multiple metabolic networks and different types of cancers. Hence, there is a need to study the global network map of PAK1 to understand its role and regulatory mechanisms by means of its significant molecular interactive partners. This will help to explore its global biological functions in breast cancer. In view of this, we obtained the gene expression data-sets of PAK1 from The Cancer Genome Atlas-cBioportal and GeneCards databases and found that 91 PAK1-related genes are associated with breast cancer. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway investigations of 91 genes via Database for Annotation Visualization and Integrated Discovery bioinformatics resource revealed that, PAK1 being a major kinase is associated with several metabolic pathways and involved in phosphorylation, signal transduction, apoptosis, biosynthesis and majorly cancer-related cell signalling pathways. The PAK1 interaction network derived from STRING and Cytoscape revealed that the genes Signal-Transducer-and-Activator-of-Transcription-3 (STAT3), Cyclin-D1 (CCND1), Mitogen-activated protein kinase-1 (MAPK1), Ras-Homolog-Family-Member-A (RHOA) and Catenin-beta-1 have high degrees of interaction where CCND1, MAPK1 and RHOA have direct interaction with PAK1. Finally, the global expression map of PAK1 and its related genes was derived as topological frame that helped to explore and investigate PAK1 interactions. Further, the molecular modelling studies of PAK1 with its major interacting partners RHOA and STAT3 helped to explore the key interactive residues of PAK1 structure. This information can be used to develop novel therapeutic and control strategies against breast cancer.
Insights
P21-activated kinase-1 (PAK1) is crucial in breast cancer metabolism and signaling. Mapping its interactions reveals key partners like STAT3 and CCND1, offering new therapeutic targets for cancer control.
Area of Science:
- Molecular Biology
- Bioinformatics
- Cancer Research
Background:
- P21-activated kinase-1 (PAK1) is implicated in metabolic networks and cancer development.
- Understanding PAK1's global network and interactions is vital for exploring its role in breast cancer.
Purpose of the Study:
- To map the global network of PAK1 and identify its key molecular interactive partners in breast cancer.
- To elucidate the biological functions and regulatory mechanisms of PAK1 in breast cancer.
Main Methods:
- Acquired gene expression data for PAK1 from The Cancer Genome Atlas and GeneCards.
- Utilized bioinformatics tools (DAVID, STRING, Cytoscape) for Gene Ontology, pathway analysis, and network construction.
- Performed molecular modeling studies for PAK1 with interacting partners RHOA and STAT3.
Main Results:
- Identified 91 PAK1-related genes associated with breast cancer.
- PAK1 is linked to metabolic pathways, phosphorylation, signal transduction, apoptosis, and cancer cell signaling.
- Key interacting genes include STAT3, CCND1, MAPK1, RHOA, and Catenin-beta-1, with direct interactions involving CCND1, MAPK1, and RHOA.
- Molecular modeling revealed key interactive residues between PAK1, RHOA, and STAT3.
Conclusions:
- The global expression map and interaction network of PAK1 provide insights into its functions in breast cancer.
- Identified critical PAK1 interactions and residues that can inform the development of novel therapeutic strategies.
- This study lays the groundwork for targeted therapies against breast cancer by understanding PAK1's molecular network.
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