These genome findings are consistent with a persistence-associated pathogenicity model in which fish-associated Nocardia, particularly N. seriolae, may depend more on metabolic resilience, stress adaptation, iron acquisition, and accessory genome plasticity than on classical toxin-mediated virulence.
Abstract
Introduction Fish nocardiosis is a chronic and economically significant bacterial disease in aquaculture, yet its genomic basis remains poorly resolved beyond single-species studies. It remains unclear whether fish-associated Nocardia share conserved persistence-associated features or exhibit lineage-specific genomic diversification. Materials and methods We conducted a comparative genomic analysis of 22 Nocardia genomes, including 20 N. seriolae isolates and single representatives of N. salmonicida and N. crassostreae. Genome-wide analyses included phylogenomics, gene-content comparison, pangenome analysis, functional annotation, virulence-associated homolog screening, genomic island detection, and secondary biosynthetic gene cluster prediction. Results The conserved genome core was enriched in central metabolism, lipid-associated cell envelope biogenesis, iron acquisition, and stress-response pathways. Virulence-associated homologs were dominated by persistence-associated and metabolic functions, whereas classical toxin systems were limited, although several transport- and secretion-associated homologs were detected, consistent with their potential contribution to host interaction and intracellular persistence. Phylogenomic and gene-content analyses revealed clear species-level divergence but limited host-associated structuring within N. seriolae. Pangenome analysis supported a robust open pangenome structure (γ = 0.386), with extensive accessory gene diversity enriched in regulatory functions, mobile genetic elements, and secondary metabolic pathways. Genomic islands were dominated by insertion-sequence-associated genes, recombinases, regulators, and hypothetical proteins, whereas prophage- and toxin-related signatures were rare. Secondary metabolite analysis revealed extensive biosynthetic diversity, with most biosynthetic gene clusters showing low similarity to characterized reference pathways. However, ectoine- and nocobactin-associated pathways were broadly conserved. Conclusion These genome findings are consistent with a persistence-associated pathogenicity model in which fish-associated Nocardia, particularly N. seriolae, may depend more on metabolic resilience, stress adaptation, iron acquisition, and accessory genome plasticity than on classical toxin-mediated virulence. Collectively, the results highlight the importance of accessory genome diversification, iron acquisition, and stress adaptation in shaping host-associated lifestyles and provide a comparative genomic foundation for future functional investigations and aquaculture disease-management strategies.
This study provides the first comprehensive genome-wide phylogenomic framework for the genus Erwinia, integrating taxonomy, pan-genome diversity, virulence-associated determinants, and mobile genetic elements across all 18 currently recognized species.
Nimisha Maurya, S. Dobhal, George W. Sundin et al.· bioRxiv· 0 citations
This study provides genome- and spatially resolved views of dominant SCB in holothurians and offers evolutionary insights into host-interface diversification in the deep-sea holothurian body wall.
Conordance of codon usage and functional gene abundance with phylogeny is revealed, along with diverse host- and lifestyle-associated adaptive strategies in this important group of plant pathogens.
Jian-Xin Shen, M. Qiao, Jiahao Hong et al.· IMA Fungus· 0 citations
Overall, P. boreofloridensis RAC1 represents a multidrug-resistant and genomically dynamic strain encoding virulence-associated genes and resistance genes that suggest adaptive potential in host-associated environments and require further experimental investigation to evaluate its role in silkworm larval disease.
It is demonstrated that homologous recombination, genome plasticity, and lineage-specific diversification are major drivers of adaptation, ecological fitness, and pathogenic evolution in this emerging phytopathogen P. jejuense across diverse hosts and geographic regions.
Dario Arizala, S. Dobhal, Gamze Boluk et al.· bioRxiv· 0 citations
The genus Trichoderma comprises ecologically and biotechnologically important fungi that have been widely investigated and used in agriculture, industrial biotechnology, and biological control. However, publicly available genomes reveal substantial taxonomic inconsistencies across the genus, which can complicate strain identification, reproducibility, and the comparison and selection of strains for applied research and biotechnology. Here, we present a comprehensive phylogenomic and comparative genomic analysis integrating one of the largest collections of Trichoderma genomes analyzed to date. Phylogenomic reconstruction based on 920 conserved single-copy orthologs recovered four major evolutionary clades with strong statistical support and revealed widespread taxonomic inconsistencies affecting multiple species complexes, including T. harzianum, T. asperellum, T. viride, and T. longibrachiatum. Comparative analyses demonstrated marked clade-associated differences in genome size, GC content, repetitive DNA content, gene content, and whole-genome conservation patterns. Genome size was positively associated with repetitive-element accumulation and gene number, whereas GC content showed a negative association with genome size. We additionally characterized a novel Colombian isolate that clustered within a highly supported and divergent lineage together with three inconsistently annotated public genomes. This lineage, provisionally designated Trichoderma sp. “CB2”, formed a sister group to the Longibrachiatum complex and exhibited strong internal genomic cohesion and clear divergence from neighboring lineages. Orthology-based analyses identified lineage-associated proteins with predicted functions related to transcriptional regulation, plant biomass degradation, secondary metabolism, and detoxification. Overall, this study provides a genome-scale framework for resolving Trichoderma diversity and highlights the extent of taxonomic inconsistencies in public genomic resources. Improved phylogenomic characterization of strains can facilitate more reliable strain identification, reproducibility, comparative genomic studies, and the selection and evaluation of Trichoderma strains for agricultural and biotechnological applications.
Felipe Cabarcas, Juliana López-Jiménez, Maria Patricia Ricardo et al.· International Journal of Mol...· 0 citations
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