Using mathematical modelling to help explain the differential increase in HIV incidence in New South Wales, Victoria and Queensland: importance of other sexually transmissible infections. 2008

Alexander Hoare, and David P Wilson, and David G Regan, and John Kaldor, and Matthew G Law
National Centre in HIV Epidemiology and Clinical Research, Faculty of Medicine, University of New South Wales, Level 2, 376 Victoria Street, Sydney, NSW 2010, Australia.

BACKGROUND Since 1999 there has been an increase in the number of HIV diagnoses in Australia, predominantly among men who have sex with men (MSM), but the magnitude of increase differs between states: approximately 7% rise in New South Wales, approximately 96% rise in Victoria, and approximately 68% rise in Queensland. METHODS Epidemiological, clinical, behavioural and biological data were collated into a mechanistic mathematical model to explore possible reasons for this increase in HIV notifications in MSM. The model was then used to make projections to 2015 under various scenarios. RESULTS The model suggests that trends in clinical and behavioural parameters, including increases in unprotected anal intercourse, cannot explain the magnitude of the observed rise in HIV notifications, without a substantial increase in a 'transmission-increasing' factor. We suggest that a highly plausible biological factor is an increase in the prevalence of other sexually transmissible infections (STI). It was found that New South Wales required an approximately 2-fold increase in other STI to match the data, Victoria needed an ~11-fold increase, and Queensland required an approximately 9-fold increase. This is consistent with observed trends in Australia for some STI in recent years. Future projections also indicate that the best way to control the current rise in HIV notifications is to reduce the prevalence of other STI and to promote condom use, testing for HIV, and initiation of early treatment in MSM diagnosed during primary infection. CONCLUSIONS Our model can explain the recent rise in HIV notifications with an increase in the prevalence of other STI. This analysis highlights that further investigation into the causes and impact of other STI is warranted in Australia, particularly in Victoria.

UI MeSH Term Description Entries
D008297 Male Males
D009517 New South Wales A state in southeastern Australia. Its capital is Sydney. It was discovered by Captain Cook in 1770 and first settled at Botany Bay by marines and convicts in 1788. It was named by Captain Cook who thought its coastline resembled that of South Wales. (From Webster's New Geographical Dictionary, 1988, p840 & Room, Brewer's Dictionary of Names, 1992, p377)
D011793 Queensland A state in northeastern Australia. Its capital is Brisbane. Its coast was first visited by Captain Cook in 1770 and its first settlement (penal) was located on Moreton Bay in 1824. The name Cooksland was first proposed but honor to Queen Victoria prevailed. (From Webster's New Geographical Dictionary, 1988, p996 & Room, Brewer's Dictionary of Names, 1992, p441)
D006293 Health Promotion Encouraging consumer behaviors most likely to optimize health potentials (physical and psychosocial) through health information, preventive programs, and access to medical care. Health Campaigns,Promotion of Health,Wellness Programs,Promotional Items,Campaign, Health,Campaigns, Health,Health Campaign,Health Promotions,Item, Promotional,Items, Promotional,Program, Wellness,Programs, Wellness,Promotion, Health,Promotional Item,Promotions, Health,Wellness Program
D006801 Humans Members of the species Homo sapiens. Homo sapiens,Man (Taxonomy),Human,Man, Modern,Modern Man
D012747 Sexual Partners Married or single individuals who share sexual relations. Multiple Partners Sexual,Multiple Sex Partners,Multiple Sexual Partners,Sex Partners,Partner, Sex,Partner, Sexual,Sex Partner,Sex Partner, Multiple,Sex Partners, Multiple,Sexual Partner,Sexual Partner, Multiple
D012749 Sexually Transmitted Diseases Diseases due to or propagated by sexual contact. Venereal Diseases,STDs,STIs,Sexually Transmitted Infections,Disease, Sexually Transmitted,Disease, Venereal,Diseases, Sexually Transmitted,Diseases, Venereal,Infection, Sexually Transmitted,Infections, Sexually Transmitted,STI,Sexually Transmitted Disease,Sexually Transmitted Infection,Transmitted Infection, Sexually,Transmitted Infections, Sexually,Venereal Disease
D014739 Victoria A state in southeastern Australia, the southernmost state. Its capital is Melbourne. It was discovered in 1770 by Captain Cook and first settled by immigrants from Tasmania. In 1851 it was separated from New South Wales as a separate colony. Self-government was introduced in 1851; it became a state in 1901. It was named for Queen Victoria in 1851. (From Webster's New Geographical Dictionary, 1988, p1295 & Room, Brewer's Dictionary of Names, p574)
D015233 Models, Statistical Statistical formulations or analyses which, when applied to data and found to fit the data, are then used to verify the assumptions and parameters used in the analysis. Examples of statistical models are the linear model, binomial model, polynomial model, two-parameter model, etc. Probabilistic Models,Statistical Models,Two-Parameter Models,Model, Statistical,Models, Binomial,Models, Polynomial,Statistical Model,Binomial Model,Binomial Models,Model, Binomial,Model, Polynomial,Model, Probabilistic,Model, Two-Parameter,Models, Probabilistic,Models, Two-Parameter,Polynomial Model,Polynomial Models,Probabilistic Model,Two Parameter Models,Two-Parameter Model
D015528 HIV Seroprevalence Studies of the number of cases where human immunodeficiency virus (HIV) is present in a specific population at a designated time. The presence in a given individual is determined by the finding of HIV antibodies in the serum (HIV SEROPOSITIVITY). Seroprevalence, HIV

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