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Detalle de: Discovery and cultivation of prokaryotic taxa in the age of metagenomics and artificial intelligence

Title Discovery and cultivation of prokaryotic taxa in the age of metagenomics and artificial intelligence
Abstract

Despite advances in sequencing, microbial genomics, and cultivation techniques, the vast majority of prokaryotic species remain uncultured, which is a persistent bottleneck in microbiology and microbial ecology. This perspective outlines a conceptual framework to improve the transition from genome-resolved metagenomics to the targeted isolation of yet-uncultured prokaryotic taxa. The proposed framework integrates the induced reshaping of microbiomes, genome-based inferences of physiological and phenotypic traits, culture media design, and targeted culturomics, enabling hypothesis-driven cultivation. In addition, this manuscript addresses the critical limitations in the field, including the sequence-to-function gap, and emphasizes the synergistic potential of experimental microbiology, microbial ecology, metagenomics, and artificial intelligence–based predictions to enhance rational and actionable roadmaps for discovering and cultivating novel prokaryotic lineages.

Apa Reference Jiménez, D.J., Marasco, R., Schultz, J., Díaz Rodríguez, C.A., Nogales, J., Rodriguez-R, L.M., Overmann, J. & Rosado, A.S. (2026). Discovery and cultivation of prokaryotic taxa in the age of metagenomics and artificial intelligence. The ISME Journal, 20(1). 10.1093/ismejo/wrag012
Doi 10.1093/ismejo/wrag012
Publication Date Jan 2026
Publication Type Article
Researcher Juan Nogales
Ontology Artificial Intelligence, Genomics, Microbial communities, Metagenomics
Research Groups
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