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Identification of Potential Therapeutic Agents for Primary Amebic Meningoencephalitis Using Text Mining and
Eun Jung Sohn1,2, Hyeonseo Jo2, Kun Taek Park1
1Department of Biotechnology, Inje University, Gimhae, 50834, Republic of Korea, inje.ac.kr.
Naegleria fowleri causes primary amebic meningoencephalitis (PAM). This study used text mining and bioinformatics to identify potential PAM drugs and associated diseases, revealing links to peroxisomes and protein localization pathways.
Area of Science:
- Infectious Diseases
- Bioinformatics
- Pharmacology
Background:
- Naegleria fowleri causes fatal primary amebic meningoencephalitis (PAM), a central nervous system (CNS) infection.
- Understanding PAM pathogenesis and identifying therapeutic targets is crucial.
Purpose of the Study:
- To evaluate functions and potential drugs targeting PAM using text mining and bioinformatics.
- To identify PAM-associated genes and explore their functional enrichment.
- To discover novel therapeutic agents for PAM.
Main Methods:
- Text mining of literature to identify PAM-associated genes.
- Bioinformatic analyses including Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO).
- Drug databases (PanDrugs, MATADOR, CTD) were used to identify candidate drugs.
Main Results:
- GO analysis revealed PAM genes involved in leukocyte differentiation and cytokine regulation.
- KEGG pathway enrichment identified links to inflammatory bowel disease, malaria, and rheumatoid arthritis.
- Ten potential drugs, including arsenic trioxide and bortezomib, were identified.
Conclusions:
- PAM is potentially linked to diseases like Zellweger syndrome, leishmaniasis, and periodontitis.
- Identified genes are enriched in peroxisome and protein localization pathways.
- This study provides potential drug candidates for effective PAM treatment.
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