6 research outputs found

    Mechanisms of the evolutionary arms race between Vibrio cholerae and Vibriophage clinical isolates

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    This review highlights recent findings on the evolutionary arms race between the causative agent of cholera Vibriocholerae and virulent bacteriophages (phages) ICP1, ICP2, and ICP3 isolated from cholera patient stool samples. We discussmechanisms of phage resistance such as a unique phage-inhibitory chromosomal island and mutations that affect phage receptorexpression. We also discuss the molecular characterization of ICP1 and its unique CRISPR-Cas system, which it uses to combatthe phage-inhibitory chromosomal island. The role of phages in the life cycle of V. cholerae has been increasingly recognized andinvestigated in the past decade. This article will review hypotheses as to how the predator-prey relationship may have an impacton infections within individuals and on the self-limiting nature of cholera epidemics. In addition, we put forth a strategy of usingphages as an intervention to reduce household transmission of cholera within a community

    Mapping to Support Fine Scale Epidemiological Cholera Investigations: A Case Study of Spatial Video in Haiti

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    The cartographic challenge in many developing world environments suffering a high disease burden is a lack of granular environmental covariates suitable for modeling disease outcomes. As a result, epidemiological questions, such as how disease diffuses at intra urban scales are extremely difficult to answer. This paper presents a novel geospatial methodology, spatial video, which can be used to collect and map environmental covariates, while also supporting field epidemiology. An example of epidemic cholera in a coastal town of Haiti is used to illustrate the potential of this new method. Water risks from a 2012 spatial video collection are used to guide a 2014 survey, which concurrently included the collection of water samples, two of which resulted in positive lab results “of interest” (bacteriophage specific for clinical cholera strains) to the current cholera situation. By overlaying sample sites on 2012 water risk maps, a further fifteen proposed water sample locations are suggested. These resulted in a third spatial video survey and an additional “of interest” positive water sample. A potential spatial connection between the “of interest” water samples is suggested. The paper concludes with how spatial video can be an integral part of future fine-scale epidemiological investigations for different pathogens

    A Survey of Unsupervised Deep Domain Adaptation

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