Ampt F H, El Hayek C, Agius P A, Bowring A L, Bartnik N, VAN Gemert C, Fairley C K, Chow E P F, Bradshaw C S, Stephens N, Lim M S C, Hellard M E
Burnet Institute,Melbourne, Victoria,Australia.
Melbourne Sexual Health Centre,Alfred Health, Carlton,Victoria.
Epidemiol Infect. 2017 Sep;145(12):2530-2535. doi: 10.1017/S095026881700098X. Epub 2017 May 22.
Identification of priority populations such as men who have sex with men (MSM) is important in surveillance systems to monitor trends of sexually transmitted infections (STIs). We explored using routinely collected non-behavioural data as a means to establish MSM status in surveillance by assessing anorectal swab as a marker of male-to-male sexual exposure. We used chlamydia testing data from a sexual health clinic, 2007-2012. Men reporting any male sexual partner(s) in the previous 12 months were considered MSM. The dataset was split into development and validation samples to develop a univariate predictive model and assess the model fit. The dataset included 30 358 individual men and 48 554 episodes of STI testing; 45% were among reported MSM and an anorectal swab was performed in 40% of testing episodes. Anorectal swabbing had good diagnostic performance as a marker for MSM status (sensitivity = 87%, specificity = 99%, positive predictive value = 98·6%, negative predictive value = 90·3%). The model showed good fit against the internal validation sample (area under the curve = 0·93). Anorectal swabs are a valid marker of MSM behaviour in surveillance data from sexual health clinics, and they are likely to be particularly useful for monitoring STI trends among MSM with higher risk behaviour.
在监测性传播感染(STIs)趋势的监测系统中,识别男男性行为者(MSM)等重点人群很重要。我们通过评估肛门拭子作为男性间性接触的标志物,探索使用常规收集的非行为数据作为在监测中确定MSM身份的一种方法。我们使用了一家性健康诊所2007 - 2012年的衣原体检测数据。在过去12个月内报告有任何男性性伴侣的男性被视为MSM。数据集被分为开发样本和验证样本,以开发单变量预测模型并评估模型拟合度。该数据集包括30358名个体男性和48554次STI检测事件;45%发生在报告的MSM中,40%的检测事件进行了肛门拭子检测。肛门拭子作为MSM身份的标志物具有良好的诊断性能(敏感性 = 87%,特异性 = 99%,阳性预测值 = 98.6%,阴性预测值 = 90.3%)。该模型与内部验证样本显示出良好的拟合度(曲线下面积 = 0.93)。肛门拭子是性健康诊所监测数据中MSM行为的有效标志物,它们可能对监测具有较高风险行为的MSM中的STI趋势特别有用。