TY - JOUR
T1 - The Impact of Contact Patterns of Sexual Networks on Zika Virus Spread
T2 - A Case Study in Costa Rica
AU - Luo, Xiao Feng
AU - Jin, Zhen
AU - He, Daihai
AU - Li, Li
N1 - Funding Information:
We thank Professor Rui Xu, Juan Zhang and colleague Asamoah Kiddy K. Joshua in our lab and Xianghong Zhang in York University for useful discussions and suggestions. We also thank the reviewers and editors for their comments and suggestions. This work was supported by the National Natural Science Foundation of China ( 61873154 , 11701348 , 11671241 , 11571210 ), Shanxi Key Laboratory (201705D111006), Shanxi Scientific and Technology Innovation Team (201805D131012-1), National Key Research and Development Program of China ( 2016YFD05 01500 ), The Outstanding Innovative Teams (OIT) of Higher Learning Institutions of Shanxi, Natural Science Foundation of Shanxi Province ( 201801D221003 ), Graduate Students Excellent Innovative Item of Shanxi Province (2017BY003).
Publisher Copyright:
© 2020 Elsevier Inc.
PY - 2021/3/15
Y1 - 2021/3/15
N2 - The impact of Zika virus (ZIKV) is a global public health issue and its severity is ongoing. It is primarily transmitted via mosquitoes and sexual contacts. Sexual transmission experiences a longer period and strongly depends on the topological structure of sexual networks. However, relatively little work has been done to explore the characteristics of ZIKV infection in sexual networks, and further control ZIKV by changing contact patterns between individuals. In this paper, using the settings of Costa Rica as a case study, we developed a heterosexual network-based model, to study the effect of changing the degree heterogeneity by the measure of deleting the sexual contacts of individuals with small number but large degree in the sexually active places at different time, on ZIKV spread. We obtained a threshold time, which is later than the peak time of ZIKV infected cases. If applied prior to the threshold time, the measure will inhibit ZIKV infection and lower the final size; surprisingly if past the threshold time, the measure will boost ZIKV infection and increase the final size. In addition, our model yielded higher cumulative infection among females, which is in line with observations. Our results provide some guidelines for preventing and controlling mosquito-human and sexual transmissions against ZIKV, particularly for countries with a high rate of sexually transmitted infections.
AB - The impact of Zika virus (ZIKV) is a global public health issue and its severity is ongoing. It is primarily transmitted via mosquitoes and sexual contacts. Sexual transmission experiences a longer period and strongly depends on the topological structure of sexual networks. However, relatively little work has been done to explore the characteristics of ZIKV infection in sexual networks, and further control ZIKV by changing contact patterns between individuals. In this paper, using the settings of Costa Rica as a case study, we developed a heterosexual network-based model, to study the effect of changing the degree heterogeneity by the measure of deleting the sexual contacts of individuals with small number but large degree in the sexually active places at different time, on ZIKV spread. We obtained a threshold time, which is later than the peak time of ZIKV infected cases. If applied prior to the threshold time, the measure will inhibit ZIKV infection and lower the final size; surprisingly if past the threshold time, the measure will boost ZIKV infection and increase the final size. In addition, our model yielded higher cumulative infection among females, which is in line with observations. Our results provide some guidelines for preventing and controlling mosquito-human and sexual transmissions against ZIKV, particularly for countries with a high rate of sexually transmitted infections.
KW - Network
KW - Sexual contact patterns
KW - Time threshold of deleting nodes with large degree
KW - Zika virus
UR - http://www.scopus.com/inward/record.url?scp=85096668159&partnerID=8YFLogxK
U2 - 10.1016/j.amc.2020.125765
DO - 10.1016/j.amc.2020.125765
M3 - Journal article
AN - SCOPUS:85096668159
SN - 0096-3003
VL - 393
SP - 1
EP - 21
JO - Applied Mathematics and Computation
JF - Applied Mathematics and Computation
M1 - 125765
ER -