Punyacharoensin Narat, Viwatwongkasem Chukiat
Department of Biostatistics, Faculty of Public Health, Mahidol University, Bangkok, Thailand.
AIDS. 2009 Jun 1;23(9):1143-52. doi: 10.1097/QAD.0b013e32832baa1c.
To reconstruct the past HIV incidence and prevalence in Thailand from 1980 to 2008 and predict the country's AIDS incidence from 2009 to 2011.
Nonparametric backcalculation was adopted utilizing 100 quarterly observed new AIDS counts excluding pediatric cases. The accuracy of data was enhanced through a series of data adjustments using the weight method to account for several surveillance reporting issues. The mixture of time-dependent distributions allowed the effects of age at seroconversion and antiretroviral therapy to be incorporated simultaneously. Sensitivity analyses were conducted to assess model variations that were subject to major uncertainties. Future AIDS incidence was projected for various predetermined HIV incidence patterns.
HIV incidence in Thailand reached its peak in 1992 with approximately 115,000 cases. A steep decline thereafter discontinued in 1997 and was followed by another strike of 42,000 cases in 1999. The second surge, which happened concurrently with the major economic crisis, brought on 60,000 new infections. As of December 2008, more than 1 million individuals had been infected and around 430,000 adults were living with HIV corresponding to a prevalence rate of 1.2%. The incidence rate had become less than 0.1% since 2002. The backcalculated estimates were dominated by postulated median AIDS progression time and adjustments to surveillance data.
Our analysis indicated that, thus far, the 1990s was the most severe era of HIV/AIDS epidemic in Thailand with two HIV incidence peaks. A drop in new infections led to a decrease in recent AIDS incidence, and this tendency is likely to remain unchanged until 2011, if not further.
重建1980年至2008年泰国过去的艾滋病毒发病率和流行率,并预测该国2009年至2011年的艾滋病发病率。
采用非参数反向推算方法,利用100个季度观察到的不包括儿科病例的新增艾滋病病例数。通过一系列使用权重法的数据调整来提高数据准确性,以解决几个监测报告问题。时间依赖性分布的混合允许同时纳入血清转化年龄和抗逆转录病毒疗法的影响。进行敏感性分析以评估受主要不确定性影响的模型变化。针对各种预先确定的艾滋病毒发病率模式预测未来艾滋病发病率。
泰国的艾滋病毒发病率在1992年达到峰值,约有115,000例。此后急剧下降,在1997年停止,随后在1999年又出现了42,000例的高峰。第二次高峰与重大经济危机同时发生,带来了60,000例新感染病例。截至2008年12月,超过100万人被感染,约43万成年人感染艾滋病毒,患病率为1.2%。自2002年以来,发病率已降至0.1%以下。反向推算的估计主要由假定的艾滋病进展时间中位数和对监测数据的调整主导。
我们的分析表明,到目前为止,20世纪90年代是泰国艾滋病毒/艾滋病疫情最严重的时期,有两个艾滋病毒发病率高峰。新感染病例的下降导致近期艾滋病发病率降低,如果没有进一步变化,这种趋势可能会持续到2011年。