A mathematical analysis of the spread of HIV/AIDS in Japan

Authors
Citation
M. Kakehashi, A mathematical analysis of the spread of HIV/AIDS in Japan, IMA J MATH, 15(4), 1998, pp. 299-311
Citations number
34
Categorie Soggetti
Multidisciplinary
Journal title
IMA JOURNAL OF MATHEMATICS APPLIED IN MEDICINE AND BIOLOGY
ISSN journal
02650746 → ACNP
Volume
15
Issue
4
Year of publication
1998
Pages
299 - 311
Database
ISI
SICI code
0265-0746(199812)15:4<299:AMAOTS>2.0.ZU;2-V
Abstract
The spread of HIV/AIDS in Japan was analysed using a mathematical model inc orporating pair formations between adults and sexual contacts with commerci al sex workers. The parameters involved in the model were carefully specifi ed as realistically as possible to the actual situation in Japan. Plausible ranges were assigned to those parameters for which values are not known pr ecisely. The model was used to simulate the effect of HIV infected commerci al sex workers introduced into a population without HIV. It was shown that the model could generate different scenarios, an explosive infection or a t emporal spread, according to different settings of the parameters. Then the condition for occasional introduction of HIV infected commercial sex worke rs to be able to cause an explosive spread of HIV infection was analysed. T his condition was summarized in terms of the critical transmission probabil ity so that we could easily evaluate the degree of the risk. For some uncle ar parameters, sensitivity to the critical transmission probability was cal culated. We also calculated a plausible range of the critical transmission probability using the Latin hypercube sampling method where the parameters were distributed on the plausible ranges. According to the analyses of the model it is concluded that the actual situation of HIV spread in Japan shou ld lie very near the critical point that determines whether the explosive H IV spread actually takes place. This also suggests that effective action ta ken immediately could be useful to prevent explosive HIV infection in Japan .