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1.
Proc Natl Acad Sci U S A ; 119(35): e2122851119, 2022 08 30.
Artículo en Inglés | MEDLINE | ID: covidwho-2001002

RESUMEN

Disease transmission prediction across wildlife is crucial for risk assessment of emerging infectious diseases. Susceptibility of host species to pathogens is influenced by the geographic, environmental, and phylogenetic context of the specific system under study. We used machine learning to analyze how such variables influence pathogen incidence for multihost pathogen assemblages, including one of direct transmission (coronaviruses and bats) and two vector-borne systems (West Nile Virus [WNV] and birds, and malaria and birds). Here we show that this methodology is able to provide reliable global spatial susceptibility predictions for the studied host-pathogen systems, even when using a small amount of incidence information (i.e., [Formula: see text] of information in a database). We found that avian malaria was mostly affected by environmental factors and by an interaction between phylogeny and geography, and WNV susceptibility was mostly influenced by phylogeny and by the interaction between geographic and environmental distances, whereas coronavirus susceptibility was mostly affected by geography. This approach will help to direct surveillance and field efforts providing cost-effective decisions on where to invest limited resources.


Asunto(s)
Animales Salvajes , Enfermedades Transmisibles Emergentes , Susceptibilidad a Enfermedades , Animales , Animales Salvajes/parasitología , Animales Salvajes/virología , Enfermedades de las Aves/epidemiología , Enfermedades de las Aves/transmisión , Quirópteros/virología , Enfermedades Transmisibles Emergentes/epidemiología , Enfermedades Transmisibles Emergentes/transmisión , Enfermedades Transmisibles Emergentes/veterinaria , Coronavirus , Infecciones por Coronavirus/epidemiología , Infecciones por Coronavirus/transmisión , Infecciones por Coronavirus/veterinaria , Bases de Datos Factuales , Ambiente , Monitoreo Epidemiológico , Geografía , Interacciones Huésped-Patógeno , Incidencia , Aprendizaje Automático , Malaria/epidemiología , Malaria/transmisión , Malaria/veterinaria , Filogenia , Medición de Riesgo , Fiebre del Nilo Occidental/epidemiología , Fiebre del Nilo Occidental/transmisión , Fiebre del Nilo Occidental/veterinaria , Virus del Nilo Occidental
2.
J Neuropathol Exp Neurol ; 79(8): 823-842, 2020 08 01.
Artículo en Inglés | MEDLINE | ID: covidwho-639090

RESUMEN

Biological evolution of the microbiome continually drives the emergence of human viral pathogens, a subset of which attack the nervous system. The sheer number of pathogens that have appeared, along with their abundance in the environment, demand our attention. For the most part, our innate and adaptive immune systems have successfully protected us from infection; however, in the past 5 decades, through pathogen mutation and ecosystem disruption, a dozen viruses emerged to cause significant neurologic disease. Most of these pathogens have come from sylvatic reservoirs having made the energetically difficult, and fortuitously rare, jump into humans. But the human microbiome is also replete with agents already adapted to the host that need only minor mutations to create neurotropic/toxic agents. While each host/virus symbiosis is unique, this review examines virologic and immunologic principles that govern the pathogenesis of different viral CNS infections that were described in the past 50 years (Influenza, West Nile Virus, Zika, Rift Valley Fever Virus, Hendra/Nipah, Enterovirus-A71/-D68, Human parechovirus, HIV, and SARS-CoV). Knowledge of these pathogens provides us the opportunity to respond and mitigate infection while at the same time prepare for inevitable arrival of unknown agents.


Asunto(s)
Enfermedades Virales del Sistema Nervioso Central/epidemiología , Enfermedades Virales del Sistema Nervioso Central/transmisión , Zoonosis/epidemiología , Zoonosis/transmisión , Animales , Aves , Enfermedades Virales del Sistema Nervioso Central/prevención & control , Ecosistema , Humanos , Gripe Aviar/epidemiología , Gripe Aviar/prevención & control , Gripe Aviar/transmisión , Gripe Humana/epidemiología , Gripe Humana/prevención & control , Gripe Humana/transmisión , Fiebre del Nilo Occidental/epidemiología , Fiebre del Nilo Occidental/prevención & control , Fiebre del Nilo Occidental/transmisión , Infección por el Virus Zika/epidemiología , Infección por el Virus Zika/prevención & control , Infección por el Virus Zika/transmisión , Zoonosis/prevención & control
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