Comparative omics analysis for novel target discovery in plant pathogens: A case study for Magnaporthe oryzae

Author:

Luthfi Muhammad12,Piapukiew Jittra34,Pandey Ras B.5,Sompornpisut Pornthep2ORCID

Affiliation:

1. Program in Bioinformatics and Computational Biology, Graduate School Chulalongkorn University Bangkok Thailand

2. Center of Excellence in Computational Chemistry, Department of Chemistry, Faculty of Science Chulalongkorn University Bangkok Thailand

3. Department of Botany, Faculty of Science Chulalongkorn University Bangkok Thailand

4. Center of Excellence in Biocatalyst and Sustainable Biotechnology, Faculty of Science Chulalongkorn University Bangkok Thailand

5. School of Mathematics and Natural Sciences University of Southern Mississippi Hattiesburg Mississippi USA

Abstract

AbstractThe central concern surrounding chemical pesticide application is its potential adverse effects on non‐target organisms. For fungal pathogens, the search for specific targets has been complicated by the similarities in pathways shared between these pathogens and humans. We present a comprehensive strategy, integrating comparative omics and bioinformatics, to pinpoint precise targets for fungicides effective against the fungal pathogen Magnaporthe oryzae, responsible for rice blast disease. Our approach involves subtractive metabolic pathways, homology screening and target prioritization. Through subtractive metabolic analysis, we identified three unique M. oryzae pathways, distinct from human and rice. Nonredundant protein sequences were subsequently subjected to BLASTP screening against human and rice, as well as other databases from diverse organisms. Target subcellular localization was predicted using eight tools, including artificial intelligence and a deep‐learning method. A comprehensive examination of biological processes was conducted, including gene expression, protein–protein interactions, network enrichment, broad‐spectrum activity and physicochemical analysis. Glutamate 5‐kinase emerged as the prime candidate for targeted fungicide development, promising progress in precision‐oriented solutions.

Publisher

Wiley

Subject

Horticulture,Plant Science,Genetics,Agronomy and Crop Science

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