West Nile virus lineage 2;
epidemiology;
evolution;
early-warning;
Italy;
CIRCULATION;
INFECTION;
EUROPE;
HORSES;
TOOL;
D O I:
10.3390/v15010035
中图分类号:
Q93 [微生物学];
学科分类号:
071005 ;
100705 ;
摘要:
West Nile virus (WNV) is a mosquito-borne virus potentially causing serious illness in humans and other animals. Since 2004, several studies have highlighted the progressive spread of WNV Lineage 2 (L2) in Europe, with Italy being one of the countries with the highest number of cases of West Nile disease reported. In this paper, we give an overview of the epidemiological and genetic features characterising the spread and evolution of WNV L2 in Italy, leveraging data obtained from national surveillance activities between 2011 and 2021, including 46 newly assembled genomes that were analysed under both phylogeographic and phylodynamic frameworks. In addition, to better understand the seasonal patterns of the virus, we used a machine learning model predicting areas at high-risk of WNV spread. Our results show a progressive increase in WNV L2 in Italy, clarifying the dynamics of interregional circulation, with no significant introductions from other countries in recent years. Moreover, the predicting model identified the presence of suitable conditions for the 2022 earlier and wider spread of WNV in Italy, underlining the importance of using quantitative models for early warning detection of WNV outbreaks. Taken together, these findings can be used as a reference to develop new strategies to mitigate the impact of the pathogen on human and other animal health in endemic areas and new regions.
机构:
Russian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Sechenov First Moscow State Med Univ, Inst Translat Med & Biotechnol, Moscow 119991, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Vorovitch, Mikhail F.
Tuchynskaya, Ksenia K.
论文数: 0引用数: 0
h-index: 0
机构:
Russian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Tuchynskaya, Ksenia K.
Kruglov, Yuriy A.
论文数: 0引用数: 0
h-index: 0
机构:
Russian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Kruglov, Yuriy A.
Peunkov, Nikita S.
论文数: 0引用数: 0
h-index: 0
机构:
Russian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Peunkov, Nikita S.
Mostipanova, Guzal F.
论文数: 0引用数: 0
h-index: 0
机构:
Russian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Mostipanova, Guzal F.
Kholodilov, Ivan S.
论文数: 0引用数: 0
h-index: 0
机构:
Russian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Kholodilov, Ivan S.
Ivanova, Alla L.
论文数: 0引用数: 0
h-index: 0
机构:
Russian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Ivanova, Alla L.
Fedina, Maria P.
论文数: 0引用数: 0
h-index: 0
机构:
Russian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Fedina, Maria P.
Gmyl, Larissa V.
论文数: 0引用数: 0
h-index: 0
机构:
Russian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Gmyl, Larissa V.
Morozkin, Evgeny S.
论文数: 0引用数: 0
h-index: 0
机构:
Fed Budget Inst Sci Cent Res Inst Epidemiol Fed Se, Moscow 111123, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Morozkin, Evgeny S.
Roev, German V.
论文数: 0引用数: 0
h-index: 0
机构:
Fed Budget Inst Sci Cent Res Inst Epidemiol Fed Se, Moscow 111123, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Roev, German V.
Karan, Lyudmila S.
论文数: 0引用数: 0
h-index: 0
机构:
Res Ctr Neurol, Moscow 125367, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Karan, Lyudmila S.
Karganova, Galina G.
论文数: 0引用数: 0
h-index: 0
机构:
Russian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Sechenov First Moscow State Med Univ, Inst Translat Med & Biotechnol, Moscow 119991, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
机构:
Russian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Sechenov First Moscow State Med Univ, Inst Translat Med & Biotechnol, Moscow 119991, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Vorovitch, Mikhail F.
Tuchynskaya, Ksenia K.
论文数: 0引用数: 0
h-index: 0
机构:
Russian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Tuchynskaya, Ksenia K.
Kruglov, Yuriy A.
论文数: 0引用数: 0
h-index: 0
机构:
Russian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Kruglov, Yuriy A.
Peunkov, Nikita S.
论文数: 0引用数: 0
h-index: 0
机构:
Russian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Peunkov, Nikita S.
Mostipanova, Guzal F.
论文数: 0引用数: 0
h-index: 0
机构:
Russian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Mostipanova, Guzal F.
Kholodilov, Ivan S.
论文数: 0引用数: 0
h-index: 0
机构:
Russian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Kholodilov, Ivan S.
Ivanova, Alla L.
论文数: 0引用数: 0
h-index: 0
机构:
Russian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Ivanova, Alla L.
Fedina, Maria P.
论文数: 0引用数: 0
h-index: 0
机构:
Russian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Fedina, Maria P.
Gmyl, Larissa V.
论文数: 0引用数: 0
h-index: 0
机构:
Russian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Gmyl, Larissa V.
Morozkin, Evgeny S.
论文数: 0引用数: 0
h-index: 0
机构:
Fed Budget Inst Sci Cent Res Inst Epidemiol Fed Se, Moscow 111123, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Morozkin, Evgeny S.
Roev, German V.
论文数: 0引用数: 0
h-index: 0
机构:
Fed Budget Inst Sci Cent Res Inst Epidemiol Fed Se, Moscow 111123, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Roev, German V.
Karan, Lyudmila S.
论文数: 0引用数: 0
h-index: 0
机构:
Res Ctr Neurol, Moscow 125367, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Karan, Lyudmila S.
Karganova, Galina G.
论文数: 0引用数: 0
h-index: 0
机构:
Russian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia
Sechenov First Moscow State Med Univ, Inst Translat Med & Biotechnol, Moscow 119991, RussiaRussian Acad Sci, Inst Poliomyelitis, Chumakov Fed Sci Ctr Res & Dev Immune and Biol Pro, Moscow 108819, Russia