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Analysis of bacterial pangenomes reduces CRISPR dark matter and reveals strong association between membranome and CRISPR-Cas systems

dc.contributor.authorRubio Valle, Alejandro
dc.contributor.authorSprang, Maximilian
dc.contributor.authorGarzón, Andrés
dc.contributor.authorMoreno Rodriguez, Antonio
dc.contributor.authorPachón Ibáñez, Maria Eugenia
dc.contributor.authorPachón, Jerónimo
dc.contributor.authorAndrade Navarro, Miguel A.
dc.contributor.authorPérez-Pulido, Antonio J.
dc.date.accessioned2026-01-12T12:34:40Z
dc.date.available2026-01-12T12:34:40Z
dc.date.issued2023
dc.description.abstractCRISPR-Cas systems are prokaryotic acquired immunity mechanisms, which are found in 40% of bacterial genomes. They prevent viral infections through small DNA fragments called spacers. However, the vast majority of these spacers have not yet been associated with the virus they recognize, and it has been named CRISPR dark matter. By analyzing the spacers of tens of thousands of genomes from six bacterial species, we have been able to reduce the CRISPR dark matter from 80% to as low as 15% in some of the species. In addition, we have observed that, when a genome presents CRISPR-Cas systems, this is accompanied by particular sets of membrane proteins. Our results suggest that when bacteria present membrane proteins that make it compete better in its environment and these proteins are, in turn, receptors for specific phages, they would be forced to acquire CRISPR-Cas.
dc.description.sponsorshipUniversidad Pablo de Olavide. Departamento de Biología Molecular e Ingeniería Bioquímica
dc.format.mimetypeapplication/pdf
dc.identifier.citationAlejandro Rubio et al. ,Analysis of bacterial pangenomes reduces CRISPR dark matter and reveals strong association between membranome and CRISPR-Cas systems.Sci. Adv.9,eadd8911(2023).DOI:10.1126/sciadv.add8911
dc.identifier.doi10.1126/sciadv.add8911
dc.identifier.urihttps://hdl.handle.net/10433/25477
dc.language.isoen
dc.publisherAmerican Association for the Advancement of Science
dc.relation.projectIDinfo:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2020-114861GB-I00/ES/ESTUDIO DEL CRISPROMA DEL GRUPO ESKAPE DE BACTERIAS DE INTERES CLINICO Y SU RELACION CON GENES DE LA PROPIA BACTERIA/
dc.relation.projectIDEuropean Regional Development Fund and the Consejeria de Transformación Económica, Industria, Conocimiento y Universidades de la Junta de Andalucia (PY20_00871)
dc.rightsAttribution-NonCommercial 4.0 Internationalen
dc.rights.accessRightsopen access
dc.rights.urihttp://creativecommons.org/licenses/by-nc/4.0/
dc.subjectCRISPR-Cas
dc.subjectMembrane
dc.subjectPhage
dc.subjectPangenome
dc.subjectESKAPE
dc.subjectMachine learning
dc.titleAnalysis of bacterial pangenomes reduces CRISPR dark matter and reveals strong association between membranome and CRISPR-Cas systems
dc.typejournal article
dc.type.hasVersionVoR
dspace.entity.typePublication
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relation.isAuthorOfPublication.latestForDiscoveryd8657048-f9b6-4710-8b22-f92794fb3277

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