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Phylogenetic Reconstruction of Antimicrobial Peptide Gene Evolution

Agricultural Bioinformatics

Antimicrobial Peptide Discovery from Plants

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High-Throughput Sequencing of Plant Defense Gene Clusters Structural Prediction of Plant-Derived Antimicrobial Peptides Using AI Metagenomic Analysis of Plant Phyllosphere Microbiota Interactions Comparative Proteomics of Antimicrobial Peptide Expression Across Plant Lineages Transcriptomic Profiling of Stress-Induced Antimicrobial Peptide Biosynthesis In Silico Screening of Plant Genomic Data for Novel Peptide Precursors Functional Validation of Plant Peptides Against Multi-Drug Resistant Pathogens Machine Learning Classification of Bioactive Plant Peptide Sequences Systems Metabolomics of Plant Defense Peptide Biosynthetic Pathways

Agricultural Bioinformatics › Antimicrobial Peptide Discovery from Plants

Phylogenetic Reconstruction of Antimicrobial Peptide Gene Evolution

This research reconstructs the evolutionary history of antimicrobial peptide-encoding genes using comparative genomics and phylogenetic modeling across plant species with varying ecological niches. The analysis reveals duplication, divergence, and adaptive selection events that shaped the diversity of plant peptide immune arsenals.

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