TY - JOUR
T1 - Assessing Syphilis transmission among MSM population incorporating low and high-risk infection
T2 - a modeling study
AU - Chukwu, Chidozie Williams
AU - Chazuka, Zviiteyi
AU - Safdar, Salman
AU - Febriana, Iffatricia Haura
AU - Aldila, Dipo
N1 - Publisher Copyright:
© The Author(s) under exclusive licence to Sociedade Brasileira de Matemática Aplicada e Computacional 2024.
PY - 2024/6
Y1 - 2024/6
N2 - Globally, there is a high incidence of Syphilis among men who have sex with men (MSM). This is due to risk factors, such as having multiple partners, condomless sex, or substance abuse. In this paper, we present a mathematical model for Syphilis transmission dynamics among the MSM popion that incorporates high/low-risk transmission classes. The model equilibrium points and basic reproduction number (R0) are computed, and a bifurcation analysis is performed. Analytical results show that in the absence of infection-acquired immunity, the disease-free equilibrium is globally asymptotically stable when R0<1. Global sensitivity analysis was performed using the Latin-hypercube sampling technique to determine sensitive parameters. The results indicate that the most sensitive parameters are the high-risk transmission rate, progression rate from primary infection to secondary infection, human recruitment, and mortality rates. Results from numerical simulations suggest that increasing the Syphilis treatment rates and reducing high/low-risk infection rates is essential for controlling Syphilis spread in the MSM population. We envisage that our findings can serve as a tool for Syphilis risk assessment to help alleviate public health concerns associated with Syphilis transmission within the MSM population.
AB - Globally, there is a high incidence of Syphilis among men who have sex with men (MSM). This is due to risk factors, such as having multiple partners, condomless sex, or substance abuse. In this paper, we present a mathematical model for Syphilis transmission dynamics among the MSM popion that incorporates high/low-risk transmission classes. The model equilibrium points and basic reproduction number (R0) are computed, and a bifurcation analysis is performed. Analytical results show that in the absence of infection-acquired immunity, the disease-free equilibrium is globally asymptotically stable when R0<1. Global sensitivity analysis was performed using the Latin-hypercube sampling technique to determine sensitive parameters. The results indicate that the most sensitive parameters are the high-risk transmission rate, progression rate from primary infection to secondary infection, human recruitment, and mortality rates. Results from numerical simulations suggest that increasing the Syphilis treatment rates and reducing high/low-risk infection rates is essential for controlling Syphilis spread in the MSM population. We envisage that our findings can serve as a tool for Syphilis risk assessment to help alleviate public health concerns associated with Syphilis transmission within the MSM population.
KW - 92-10
KW - 92B05
KW - 92D25
KW - Low/high-risk infection
KW - MSM
KW - Numerical simulation
KW - Sensitivity analysis
KW - Syphilis
UR - http://www.scopus.com/inward/record.url?scp=85191309101&partnerID=8YFLogxK
U2 - 10.1007/s40314-024-02669-8
DO - 10.1007/s40314-024-02669-8
M3 - Article
AN - SCOPUS:85191309101
SN - 2238-3603
VL - 43
JO - Computational and Applied Mathematics
JF - Computational and Applied Mathematics
IS - 4
M1 - 205
ER -