Back to Search
Start Over
Dynamics of Tuberculosis (TB) with Drug Resistance to First-Line Treatment and Leaky Vaccination: A Deterministic Modelling Perspective
- Source :
- Computational and Mathematical Methods in Medicine, Vol 2021 (2021), Computational and Mathematical Methods in Medicine
- Publication Year :
- 2021
- Publisher :
- Hindawi Limited, 2021.
-
Abstract
- A deterministic model was formulated and employed in the analysis of the dynamics of tuberculosis with a keen emphasis on vaccination and drug resistance as the first line of treatment. It was assumed that some of the susceptible population were vaccinated but with temporal immunity. This is due to the fact that vaccines do not confer permanent immunity. Moreover, part of the infected individual after treatment grows resistance to the drug. Infective immigrants were also considered to be part of the population. The basic reproductive number for the model is estimated using the next-generation matrix method. The equilibrium points of the TB model and their local and global stability were determined. It was established that if the basic reproductive number was less than unity R 0 < 1 , then the disease free equilibrium is stable and unstable if R 0 > 1 . Furthermore, we investigated the optimal prevention, treatment, and vaccination as control measures for the disease. As the objective functional was optimised, there have been a significant reduction in the number of infections and an increase in the number of recovery. The best control measure in combating tuberculosis infections is prevention and vaccination of the susceptible population.
- Subjects :
- Tuberculosis
Article Subject
Computer applications to medicine. Medical informatics
Population
Basic Reproduction Number
R858-859.7
010103 numerical & computational mathematics
Disease
Drug resistance
Models, Biological
01 natural sciences
General Biochemistry, Genetics and Molecular Biology
Immunity
Drug Resistance, Bacterial
medicine
Humans
Computer Simulation
0101 mathematics
Tuberculosis Vaccines
education
Tuberculosis, Pulmonary
education.field_of_study
General Immunology and Microbiology
business.industry
Applied Mathematics
Vaccination
Computational Biology
Mathematical Concepts
Mycobacterium tuberculosis
General Medicine
medicine.disease
010101 applied mathematics
Susceptible individual
Modeling and Simulation
Immunology
Disease Susceptibility
business
Basic reproduction number
Research Article
Subjects
Details
- ISSN :
- 17486718 and 1748670X
- Volume :
- 2021
- Database :
- OpenAIRE
- Journal :
- Computational and Mathematical Methods in Medicine
- Accession number :
- edsair.doi.dedup.....4fabfd0c67e94eeffdca6769eded940f