Optimal control analysis of Taenia saginata bovine cysticercosis and human taeniasis. (February 2022)
- Record Type:
- Journal Article
- Title:
- Optimal control analysis of Taenia saginata bovine cysticercosis and human taeniasis. (February 2022)
- Main Title:
- Optimal control analysis of Taenia saginata bovine cysticercosis and human taeniasis
- Authors:
- Mwasunda, Joshua A.
Irunde, Jacob I.
Kajunguri, Damian
Kuznetsov, Dmitry - Abstract:
- Abstract: Bovine cysticercosis and human taeniasis are neglected food-borne diseases that pose challenge to food safety, human health and livelihood of rural livestock farmers. In this paper, we have formulated and analyzed a deterministic model for transmission dynamics and control of taeniasis and cysticercosis in humans and cattle respectively. The analysis shows that both the disease free equilibrium (DFE) and endemic equilibrium (EE) exist. To study the dynamics of the diseases, we derived the basic reproduction number R 0 by next generation matrix method which shows whether the diseases die or persist in humans and cattle. The diseases clear if R 0 < 1 and persist when R 0 > 1. The normalized forward sensitivity index is used to derive sensitive indices of model parameters. Sensitivity analysis results indicate that human's and cattle's recruitment rates, infection rate of cattle from contaminated environment, probability of humans to acquire taeniasis due to consumption of infected meat, defecation rate of humans with taeniasis and the consumption rate of raw or undercooked infected meat are the most positive sensitive parameters whereas the natural death rates for humans, cattle, Taenia saginata eggs and the proportion of unconsumed infected meat are the most negative sensitive parameters in diseases' transmission. These results suggest that control measures such as improving meat cooking, meat inspection and treatment of infected humans will be effective forAbstract: Bovine cysticercosis and human taeniasis are neglected food-borne diseases that pose challenge to food safety, human health and livelihood of rural livestock farmers. In this paper, we have formulated and analyzed a deterministic model for transmission dynamics and control of taeniasis and cysticercosis in humans and cattle respectively. The analysis shows that both the disease free equilibrium (DFE) and endemic equilibrium (EE) exist. To study the dynamics of the diseases, we derived the basic reproduction number R 0 by next generation matrix method which shows whether the diseases die or persist in humans and cattle. The diseases clear if R 0 < 1 and persist when R 0 > 1. The normalized forward sensitivity index is used to derive sensitive indices of model parameters. Sensitivity analysis results indicate that human's and cattle's recruitment rates, infection rate of cattle from contaminated environment, probability of humans to acquire taeniasis due to consumption of infected meat, defecation rate of humans with taeniasis and the consumption rate of raw or undercooked infected meat are the most positive sensitive parameters whereas the natural death rates for humans, cattle, Taenia saginata eggs and the proportion of unconsumed infected meat are the most negative sensitive parameters in diseases' transmission. These results suggest that control measures such as improving meat cooking, meat inspection and treatment of infected humans will be effective for controlling taeniasis and cysticercosis in humans and cattle respectively. The optimal control theory is applied by considering three time dependent controls which are improved meat cooking, vaccination of cattle, and treatment of humans with taeniasis when they are implemented in combination. The Pontryagin's maximum principle is adopted to find the necessary conditions for existence of the optimal controls. The Runge Kutta order four forward-backward sweep method is implemented in Matlab to solve the optimal control problem. The results indicate that a strategy which focuses on improving meat cooking and treatment of humans with taeniasis is the optimal strategy for diseases' control. … (more)
- Is Part Of:
- Parasite epidemiology and control. Volume 16(2022)
- Journal:
- Parasite epidemiology and control
- Issue:
- Volume 16(2022)
- Issue Display:
- Volume 16, Issue 2022 (2022)
- Year:
- 2022
- Volume:
- 16
- Issue:
- 2022
- Issue Sort Value:
- 2022-0016-2022-0000
- Page Start:
- Page End:
- Publication Date:
- 2022-02
- Subjects:
- Human taeniasis -- Bovine cysticercosis -- Basic reproduction number -- Effective reproduction number -- Optimal control -- Numerical simulation
Parasitic diseases -- Epidemiology -- Periodicals
Parasitic diseases -- Prevention -- Periodicals
Parasitology -- Periodicals
Parasitic Diseases
Parasitic diseases -- Epidemiology
Parasitic diseases -- Prevention
Parasitology
Periodicals
Periodicals
571.99905 - Journal URLs:
- http://www.sciencedirect.com/science/journal/24056731 ↗
http://www.sciencedirect.com/ ↗ - DOI:
- 10.1016/j.parepi.2021.e00236 ↗
- Languages:
- English
- ISSNs:
- 2405-6731
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
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- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 20493.xml