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A negative covariation between toxoplasmosis and CoVID-19 with alternative interpretations.
- Source :
-
Scientific reports [Sci Rep] 2020 Jul 27; Vol. 10 (1), pp. 12512. Date of Electronic Publication: 2020 Jul 27. - Publication Year :
- 2020
-
Abstract
- Coronaviruses may exert severely negative effects on the mortality and morbidity of birds and mammals including humans and domestic animals. Most recently CoVID-19 has killed about half million people (27th of June, 2020). Susceptibility to this disease appears to differ markedly across different societies but the factors underlying this variability are not known. Given that prevalence of toxoplasmosis in human societies may serve as a proxy for hygiene, and it also exerts both direct and immune-mediated antiviral effects, we hypothesize a negative covariation between toxoplasmosis and measures of the CoVID-19 pandemic across countries. We obtained aged-adjusted toxoplasmosis prevalence of pregnant women from the literature. Since the differences in the CoVID-19 morbidity and mortality may depend on the different timing of the epidemics in each country, we applied the date of first documented CoVID-19 in each country as a proxy of susceptibility, with a statistical control for population size effects. Using these two indices, we show a highly significant negative co-variation between the two pandemics across 86 countries. Then, considering that the wealth of nations often co-varies with the prevalence of diseases, we introduced GDP per capita into our model. The prevalence of toxoplasmosis co-varies negatively, while the date of first CoVID-19 co-varies positively with GDP per capita across countries. Further, to control for the strong spatial autocorrelation among countries, we carried out a Spatial Structure Analyses of the relationships between the date of first CoVID-19, prevalence of toxoplasmosis, and GDP per capita. Results of this analysis did not confirm a direct causal relationship between toxoplasmosis and susceptibility to the CoVID-19 pandemics. As far as an analysis of observational data let us to suggest, it appears that the interaction between CoVID-19 and toxoplasmosis is mediated by GDP per capita and spatial effects. This prompts the question whether the formerly known covariations of CoVID-19 and BCG vaccination or air pollution might have also emerged as spurious indirect effects.
- Subjects :
- Betacoronavirus isolation & purification
COVID-19
Coronavirus Infections epidemiology
Coronavirus Infections virology
Disease Susceptibility economics
Humans
Linear Models
Pandemics
Pneumonia, Viral epidemiology
Pneumonia, Viral virology
Prevalence
SARS-CoV-2
Toxoplasmosis epidemiology
Toxoplasmosis parasitology
Coronavirus Infections pathology
Pneumonia, Viral pathology
Toxoplasmosis pathology
Subjects
Details
- Language :
- English
- ISSN :
- 2045-2322
- Volume :
- 10
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Scientific reports
- Publication Type :
- Academic Journal
- Accession number :
- 32719490
- Full Text :
- https://doi.org/10.1038/s41598-020-69351-x