Exploring Gene Regulatory Networks and Identification of Therapeutic Targets and Potential Drugs with Diseases among PSP, nfvPPA and AD

Bioinformatics conceptualizes biological processes to obtain information from biological data in terms of genomics. Background research demonstrates that Progressive supranu-clear palsy (PSP), nonfluent variant primary progressive aphasia (nfvPPA), and Alzheimer's disease (AD) share a significant number of biochemical and genetic characteristics. To conduct this study, we collect GEO (Gene Expression Omnibus), datasets from NCBI. The goal of our research are to identify commonly shared differentially expressed genes (DEGs), PPI network, hub genes, higher degree interactions of micro-RNAs and transcriptional factors from gene regulatory networks(GRN), functional assessment with gene ontology for identifying significant biological functions and signaling pathways for therapeutic targets among PSP, nfvPPA, and Alzheimer's disease (AD). Additionally, this research aims to provide insights for drug design by exploring gene regulatory networks, and protein-drug interactions, contributing to the development of effective treatments.

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Published
2024-09-27
DOI
https://doi.org/10.1109/tensymp61132.2024.10752289
Primary Topic
Computational Drug Discovery Methods
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article
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article

Exploring Gene Regulatory Networks and Identification of Therapeutic Targets and Potential Drugs with Diseases among PSP, nfvPPA and AD

Md Rakibul Hasan, Marianne Rooman, Urmi Bose, Bikash Kumar Paul et al.
Computational Drug Discovery Methods
article

Exploring Gene Regulatory Networks and Identification of Therapeutic Targets and Potential Drugs with Diseases among PSP, nfvPPA and AD

Md Rakibul Hasan, Marianne Rooman, Urmi Bose, Bikash Kumar Paul, Gazi Md. Noor Hossain
article en

Abstract

Bioinformatics conceptualizes biological processes to obtain information from biological data in terms of genomics. Background research demonstrates that Progressive supranu-clear palsy (PSP), nonfluent variant primary progressive aphasia (nfvPPA), and Alzheimer's disease (AD) share a significant number of biochemical and genetic characteristics. To conduct this study, we collect GEO (Gene Expression Omnibus), datasets from NCBI. The goal of our research are to identify commonly shared differentially expressed genes (DEGs), PPI network, hub genes, higher degree interactions of micro-RNAs and transcriptional factors from gene regulatory networks(GRN), functional assessment with gene ontology for identifying significant biological functions and signaling pathways for therapeutic targets among PSP, nfvPPA, and Alzheimer's disease (AD). Additionally, this research aims to provide insights for drug design by exploring gene regulatory networks, and protein-drug interactions, contributing to the development of effective treatments.

Daffodil International University (BD), Mawlana Bhashani Science and Technology University (BD)
Good health and well-being
Openalex Percentile: Top 75%
Computational Drug Discovery Methods
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Exploring Gene Regulatory Networks and Identification of Therapeutic Targets and Potential Drugs with Diseases among PSP, nfvPPA and AD — Md Rakibul Hasan, Marianne Rooman, et al. · (2024) | TGRS Research Map | TGRS