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 |
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