scholarly journals Microscopic dynamics modeling unravels the role of asymptomatic virus carriers in SARS-CoV-2 epidemics at the interplay between biological and social factors

Author(s):  
Bosiljka Tadić ◽  
Roderick Melnik

The recent experience of SARS-CoV-2 epidemics spreading revealed the importance of passive forms of infection transmissions. Apart from the virus survival outside the host, the latent infection transmissions caused by asymptomatic and presymptomatic hosts represent major challenges for controlling the epidemics. In this regard, social mixing and various biological factors play their subtle, but often critical, role. For example, a life-threatening condition may result in the infection contracted from an asymptomatic virus carrier. Here, we use a new recently developed microscopic agent-based modelling framework to shed light on the role of asymptomatic hosts and to unravel the interplay between the biological and social factors of these nonlinear stochastic processes. The model accounts for each human actor’s susceptibility and the virus survival time, as well as traceability along the infection path. These properties enable an efficient dissection of the infection events caused by asymptomatic carriers from those which involve symptomatic hosts before they develop symptoms and become removed to a controlled environment. Consequently, we assess how their relative proportions in the overall infection curve vary with changing model parameters. Our results reveal that these proportions largely depend on biological factors in the process, specifically, the virus transmissibility and the critical threshold for developing symptoms, which can be affected by the virus pathogenicity. Meanwhile, social participation activity is crucial for the overall infection level, further modulated by the virus transmissibility.

2021 ◽  
Vol 17 (1) ◽  
pp. e1008644
Author(s):  
Daniel A. Burbano-L. ◽  
Maurizio Porfiri

Understanding how animals navigate complex environments is a fundamental challenge in biology and a source of inspiration for the design of autonomous systems in engineering. Animal orientation and navigation is a complex process that integrates multiple senses, whose function and contribution are yet to be fully clarified. Here, we propose a data-driven mathematical model of adult zebrafish engaging in counter-flow swimming, an innate behavior known as rheotaxis. Zebrafish locomotion in a two-dimensional fluid flow is described within the finite-dipole model, which consists of a pair of vortices separated by a constant distance. The strength of these vortices is adjusted in real time by the fish to afford orientation and navigation control, in response to of the multi-sensory input from vision, lateral line, and touch. Model parameters for the resulting stochastic differential equations are calibrated through a series of experiments, in which zebrafish swam in a water channel under different illumination conditions. The accuracy of the model is validated through the study of a series of measures of rheotactic behavior, contrasting results of real and in-silico experiments. Our results point at a critical role of hydromechanical feedback during rheotaxis, in the form of a gradient-following strategy.


Author(s):  
Sergey L. Kolpakov

Article purpose. To present the binary method of the epidemiological analysis of infectious incidence recommended for the characteristic of factors of social-and-ecological systems her defining. Materials and methods. The method of the binary analysis is developed on the basis of the methods of complex studying of epidemic process used in domestic epidemiology which have received the name “retrospective epidemiological analysis of incidence”. For demonstration long-term and annual dynamics of incidence of chicken pox in Vladivostok from 1997 to 2009 is used. The received results. In the binary analysis consecutive division of cumulative incidence into components is carried out, in the beginning, on the leading approaches characterizing biological, social and natural essence of epidemic process and then, by additional criteria, allows to create the statistical model of the studied object suitable for a research of the global phenomena. From biological factors - participation and a role of the infectious and immunological mechanism. Among natural factors - seasonal and year-round elements; social factors - casual and natural manifestations. In Vladivostok from 1997 to 2009 the share of periodic incidence has made 16,7%, basic incidence - 83,3%. Basic incidence was formed due to year-round incidence (17,8%) and seasonal, the main share. In general 82,2% are the share of seasonal incidence and, it forms both the most part of basic incidence, and all periodic incidence. Share of random factors in incidence not of a bike (7,3%). Incidence is formed by mainly natural factors - 92,7%. Conclusion. Use of a binary method has allowed to create logical model of development of epidemic process at chicken pox in Vladivostok. The accounting of a role of the leading factors will be useful to optimization of epidemiological surveillance. The technique of studying of structural elements of the social-and-ecological systems defining formation of incidence of the population is presented in article. Biological factors are the participation and the role of the infectious and immunological mechanism. Natural factors are seasonal and year-round elements; social factors are casual and natural manifestations.


Author(s):  
Sergey L. Kolpakov

Article purpose. To present the binary method of the epidemiological analysis of infectious incidence recommended for the characteristic of factors of social-and-ecological systems her defining. Materials and methods. The method of the binary analysis is developed on the basis of the methods of complex studying of epidemic process used in domestic epidemiology which have received the name “retrospective epidemiological analysis of incidence”. For demonstration long-term and annual dynamics of incidence of chicken pox in Vladivostok from 1997 to 2009 is used. The received results. In the binary analysis consecutive division of cumulative incidence into components is carried out, in the beginning, on the leading approaches characterizing biological, social and natural essence of epidemic process and then, by additional criteria, allows to create the statistical model of the studied object suitable for a research of the global phenomena. From biological factors - participation and a role of the infectious and immunological mechanism. Among natural factors - seasonal and year-round elements; social factors - casual and natural manifestations. In Vladivostok from 1997 to 2009 the share of periodic incidence has made 16,7%, basic incidence - 83,3%. Basic incidence was formed due to year-round incidence (17,8%) and seasonal, the main share. In general 82,2% are the share of seasonal incidence and, it forms both the most part of basic incidence, and all periodic incidence. Share of random factors in incidence not of a bike (7,3%). Incidence is formed by mainly natural factors - 92,7%. Conclusion. Use of a binary method has allowed to create logical model of development of epidemic process at chicken pox in Vladivostok. The accounting of a role of the leading factors will be useful to optimization of epidemiological surveillance. The technique of studying of structural elements of the social-and-ecological systems defining formation of incidence of the population is presented in article. Biological factors are the participation and the role of the infectious and immunological mechanism. Natural factors are seasonal and year-round elements; social factors are casual and natural manifestations.


2008 ◽  
Vol 15 (2) ◽  
pp. 50-59 ◽  
Author(s):  
Amy Philofsky

AbstractRecent prevalence estimates for autism have been alarming as a function of the notable increase. Speech-language pathologists play a critical role in screening, assessment and intervention for children with autism. This article reviews signs that may be indicative of autism at different stages of language development, and discusses the importance of several psychometric properties—sensitivity and specificity—in utilizing screening measures for children with autism. Critical components of assessment for children with autism are reviewed. This article concludes with examples of intervention targets for children with ASD at various levels of language development.


1998 ◽  
Vol 5 (1) ◽  
pp. 115A-115A
Author(s):  
K CHWALISZ ◽  
E WINTERHAGER ◽  
T THIENEL ◽  
R GARFIELD
Keyword(s):  

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