TY - JOUR
T1 - An age-structured model for the coupled dynamics of HIV and HSV-2
AU - Kapitanov, Georgi
AU - Alvey, Christina
AU - Vogt-Geisse, Katia
AU - Feng, Zhilan
PY - 2015/8/1
Y1 - 2015/8/1
N2 - Evidence suggests a strong correlation between the prevalence of HSV-2 (genital herpes) and the perseverance of the HIV epidemic. HSV-2 is an incurable viral infection, characterized by periodic reactivation. We construct a model of the co-infection dynamics between the two diseases by incorporating a time-since-infection variable to track the alternating periods of infectiousness of HSV-2. The model considers only heterosexual relationships and distinguishes three population groups: males, general population females, and female sex workers. We calculate the basic reproduction numbers for each disease that provide threshold conditions, which determine whether a disease dies out or becomes endemic in the absence of the other disease. We also derive the invasion reproduction numbers that determine whether or not a disease can invade into a population in which the other disease is endemic. The calculations of the invasion reproduction numbers suggest a new aspect in their interpretation - the class from which the initial disease carrier arises is important for understanding the invasion dynamics and biological interpretation of the expressions of the reproduction numbers. Sensitivity analysis is conducted to examine the role of model parameters in inuencing the model outcomes. The results are discussed in the last section.
AB - Evidence suggests a strong correlation between the prevalence of HSV-2 (genital herpes) and the perseverance of the HIV epidemic. HSV-2 is an incurable viral infection, characterized by periodic reactivation. We construct a model of the co-infection dynamics between the two diseases by incorporating a time-since-infection variable to track the alternating periods of infectiousness of HSV-2. The model considers only heterosexual relationships and distinguishes three population groups: males, general population females, and female sex workers. We calculate the basic reproduction numbers for each disease that provide threshold conditions, which determine whether a disease dies out or becomes endemic in the absence of the other disease. We also derive the invasion reproduction numbers that determine whether or not a disease can invade into a population in which the other disease is endemic. The calculations of the invasion reproduction numbers suggest a new aspect in their interpretation - the class from which the initial disease carrier arises is important for understanding the invasion dynamics and biological interpretation of the expressions of the reproduction numbers. Sensitivity analysis is conducted to examine the role of model parameters in inuencing the model outcomes. The results are discussed in the last section.
KW - Age-structure
KW - Basic reproduction number
KW - Co-infection
KW - HIV
KW - HSV-2
KW - Invasion reproduction number
KW - Mathematical epidemiology
KW - Partial differential equations
KW - Population dynamics
KW - Sensitivity analysis
KW - Sexually transmitted diseases
UR - http://www.scopus.com/inward/record.url?scp=84927643833&partnerID=8YFLogxK
U2 - 10.3934/mbe.2015.12.803
DO - 10.3934/mbe.2015.12.803
M3 - Article
C2 - 25974346
AN - SCOPUS:84927643833
SN - 1547-1063
VL - 12
SP - 803
EP - 840
JO - Mathematical Biosciences and Engineering
JF - Mathematical Biosciences and Engineering
IS - 4
ER -