ArticleThe Journal of infectious diseases2026
Ranked Placement of Phage Predation as a Determinant of Dehydration Severity Among Cholera Patients in Bangladesh.
Article in The Journal of infectious diseases, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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Abstract
Virulent bacteriophages (phages) can kill bacterial prey, potentially reducing burden of infection. In cholera, a high phage to Vibrio cholerae ratio is associated with mild dehydration, yet the relative importance of this ratio in disease severity remains unclear. We used machine learning to rank select host, microbial, and environmental factors as determinants of dehydration severity in over 600 cholera patients from across Bangladesh. We found the phage:pathogen ratio ranked among the top classifiers for mild dehydration, behind age and location. We advocate that phage predation be included as a key factor in cholera characterization for scientific, clinical, and epidemiological applications.
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