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<Articles JournalTitle="Journal of Biostatistics and Epidemiology">
  <Article>
    <Journal>
      <PublisherName>Tehran University of Medical Sciences</PublisherName>
      <JournalTitle>Journal of Biostatistics and Epidemiology</JournalTitle>
      <Issn>2383-4196</Issn>
      <Volume>9</Volume>
      <Issue>1</Issue>
      <PubDate PubStatus="epublish">
        <Year>2023</Year>
        <Month>03</Month>
        <Day>15</Day>
      </PubDate>
    </Journal>
    <title locale="en_US">Detection of Space-Time Clusters and Ambient Temperature Effects on Non-Toxigenic Vibrio Cholerae in Russia from 2005 To 2021</title>
    <FirstPage>86</FirstPage>
    <LastPage>102</LastPage>
    <Language>EN</Language>
    <AuthorList>
      <Author>
        <FirstName>Vadim</FirstName>
        <LastName>Leonov</LastName>
        <affiliation locale="en_US">S&#xF6;dert&#xF6;rn University</affiliation>
      </Author>
    </AuthorList>
    <History>
      <PubDate PubStatus="received">
        <Year>2023</Year>
        <Month>06</Month>
        <Day>25</Day>
      </PubDate>
      <PubDate PubStatus="accepted">
        <Year>2023</Year>
        <Month>09</Month>
        <Day>12</Day>
      </PubDate>
    </History>
    <abstract locale="en_US">Introduction: The identification of climate temperature-sensitive pathogens and infectious diseases is essential in addressing health risks resulting from global warming. Such research is especially crucial in regions where climate change may have a more significant impact like Russia. Recent studies have reasoned that the abundance of V.&#xA0;cholerae is environmentally driven. The aim of the study is to investigate the spatial-temporal trends and thermo-climatic sensitivity of non-toxigenic V.&#xA0;cholerae abundance in Russia.
&#xD;

Methods: This study employed spatial epidemiology tools to identify persistent clusters of the V.&#xA0;cholerae ctx- isolation and areas for exploring temperature-depended patterns of the vibrio distribution. Correlation analysis was used to identify regions with temperature-driven Vibrio abundance in water samples.
&#xD;

Results: The spatial analysis detected 16 persistent (7-8 year) clusters of V.&#xA0;cholerae ctx- across the study period 2005-2021. The persistent clusters should become targeted areas to improve sanitation conditions. A distinct significant thermo-climatic effect on the abundance of V.&#xA0;cholerae ctx- in water basins was found in three Russian regions with temperate marine (the Kaliningrad region) and sharp continental climatic conditions (the Irkutsk region and the Republic of Sakha).
&#xD;

Conclusion: The study offers valuable outcomes to support simplified empirical evaluations of the potential hazards of vibrio abundance that might be useful locally for public health authorities and globally as a part of Russia's warning system of climate change effects.</abstract>
    <web_url>https://jbe.tums.ac.ir/index.php/jbe/article/view/1215</web_url>
    <pdf_url>https://jbe.tums.ac.ir/index.php/jbe/article/download/1215/435</pdf_url>
  </Article>
</Articles>
