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 9, 2023
Contact NLMDIRSeminarScheduling@mail.nih.gov with questions about this seminar.
Abstract:
The availability of large numbers of bacterial genome sequences from the same species allows analysis of many polymorphisms of very recent origin. Data from the NCBI Pathogens project allows reconstruction of large numbers (over 100,000 for some species) of very recent single-nucleotide changes. I will present several studies of mutational hotspots and coding sequence evolution that are based on such data. The mutational phenomena include high transition rates at C5-methyl-cytosine, an extremely high C->A rate at certain N4-methylated cytosines, and tremendous acceleration of T->G mutation by preceding runs of G. Another study revealed positive selection for inactivation by nonsense mutations in dozens of Salmonella genes. Work on evolutionarily recent nonsynonymous changes, which have been only partially subjected to purifying selection, provides a window into purifying and positive selection on protein sequences that complements more distant comparisons. Analysis of recent changes affecting an E. coli clade that causes recurrent food-borne outbreaks revealed a likely genetic basis for this recurrence and a possible clue to the location of the reservoir of contamination.