NLM DIR Seminar Schedule
UPCOMING SEMINARS
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April 8, 2025 Jaya Srivastava
Leveraging a deep learning model to assess the impact of regulatory variants on traits and diseases -
April 15, 2025 Pascal Mutz
TBD -
April 18, 2025 Valentina Boeva, Department of Computer Science, ETH Zurich
Decoding tumor heterogeneity: computational methods for scRNA-seq and spatial omics -
April 22, 2025 Stanley Liang
TBD -
April 29, 2025 MG Hirsch
TBD
RECENT SEMINARS
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April 1, 2025 Roman Kogay
Horizontal transfer of bacterial operons into eukaryote genomes -
March 25, 2025 Yifan Yang
Adversarial Manipulation and Data Memorization in Large Language Models for Medicine -
March 11, 2025 Sofya Garushyants
Tmn – bacterial anti-phage defense system -
March 4, 2025 Sanasar Babajanyan
Evolution of antivirus defense in prokaryotes depending on the environmental virus load -
Feb. 25, 2025 Zhizheng Wang
GeneAgent: Self-verification Language Agent for Gene Set Analysis using Domain Databases
Scheduled Seminars on March 12, 2024
Contact NLMDIRSeminarScheduling@mail.nih.gov with questions about this seminar.
Abstract:
Bacteria possess multiple lines of defense to resist bacteriophage infection. Currently, more than 150 bacterial anti-phage defense systems are known that widely differ in their modes of action. A bacterial genome carries, on average, 5 distinct (currently identifiable) defense systems. The remarkable variability of immune repertoires has been observed even within the same species. Although the mechanisms of action for individual systems have been extensively studied, the interactions between systems remain poorly understood. We investigated the co-occurrence of defense systems in 26,362 Escherichia coli genomes, as well as in complete genomes from four bacterial orders, Enterobacterales, Bacillales, Burkholderiales, and Pseudomonadales, to gain insight into the role of interactions between different defense systems in anti-phage immunity. Our findings show that defense system co-occurrence varies across E. coli phylogroups and taxa, and is not directly related to the genomic co-localisation of the genes encoding the co-occurring systems. For several pairs of non-randomly co-occurring and negatively associated defense systems in E. coli, we experimentally demonstrated synergistic interactions that provided an evolutionary advantage to the bacterial population. Moreover, some of the defense systems that are negatively associated in E. coli were found to co-occur in other bacterial taxa and can also protect synergistically against specific phages. Our findings imply that the evolution of bacterial immune repertoires is shaped largely by selection for resistance to host-specific phages that can be enhanced by cooperation between different defense systems rather than by negative epistasis.