Conjuring Semantic Similarity

arXiv:2410.16431v4 Announce Type: replace Abstract: The semantic similarity between sample expressions measures the distance between their latent ‘meaning’. These meanings are themselves typically represented by

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  • Characterization of six environmental coli-phages isolated in Astana, Kazakhstan, during the School of Molecular and Theoretical Biology

Bacteriophage (phage) collections are essential resources for studying virus-host interactions in bacterial species. Here, we report six Escherichia coli-infecting phages that expand the Lund Collection of Bacteriophages. These phages were isolated in 2025 within the framework of the School of Molecular and Theoretical Biology for high-school students, from samples collected in Lake Taldykol, Astana, Kazakhstan, using E. coli strains MG1655DeltaRM and EV36 as hosts. The isolated phages comprise Taldykol (LuPh6), a member of the genus Kagunavirus; Aidakhar (LuPh7) of the genus Phapecoctavirus; Samruk (LuPh8) of the genus Tequintavirus; the T-odd-like phage Baiterek (LuPh9) of the genus Vequintavirus; and two T-even-like phages Tulpar (LuPh10) and Shurale (LuPh11) that belong to the Tequatrovirus genus. This expanded phage collection enhances the toolkit for investigating phage-host interactions and their molecular mechanisms and highlights the use of phage isolation as a component of high school research education.

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