Clinical HIV/STD Unit, Institute of Tropical Medicine, Nationalestraat 155, 2000 Antwerp, Belgium; Division of Infectious Diseases and HIV Medicine, Department of Medicine, Groote Schuur Hospital, Observatory, South Africa.
Clinical HIV/STD Unit, Institute of Tropical Medicine, Nationalestraat 155, 2000 Antwerp, Belgium.
Int J Infect Dis. 2014 Jan;18:73-80. doi: 10.1016/j.ijid.2013.09.014. Epub 2013 Oct 26.
This study sought to assess if there is a meaningful way in which variations in sexually transmitted infection (STI) prevalence can be classified at the level of world regions.
Linear regression was performed to assess if the incidence and prevalence of six STIs (HIV, herpes simplex virus type 2, chlamydia, gonorrhea, syphilis, and trichomoniasis) by world region was positively correlated. Partitioning around medoids (PAM) was then used to assess if the regions of the world can be classified according to the incidence and prevalence of these STIs.
We found evidence that STI incidence/prevalence varies considerably in different regions around the world. Linear regression revealed that the incidence and prevalence of certain STIs by world region was positively correlated (Pearson's correlation coefficient varied from 0.664 to 0.985). PAM provided support for dividing the world regions into two, three, or four STI incidence/prevalence categories, but it provided most support for the two-category system. In each of these systems the East Asia/Pacific and North Africa/Middle East regions were in the lowest STI category and Sub-Saharan Africa was the only region in the high STI category.
The incidence and prevalence of certain STIs by world region are positively correlated. The world regions can be meaningfully classified according to STI incidence/prevalence.
本研究旨在评估在世界区域层面上,性传播感染(STI)流行率的变化是否可以用有意义的方式进行分类。
采用线性回归评估六种性传播感染(HIV、单纯疱疹病毒 2 型、衣原体、淋病、梅毒和滴虫病)的发病率和流行率是否与世界区域呈正相关。然后使用中位数分区(PAM)评估是否可以根据这些性传播感染的发病率和流行率对世界区域进行分类。
我们发现证据表明,世界不同地区的性传播感染发病率/流行率存在显著差异。线性回归显示,某些性传播感染的发病率和流行率与世界区域呈正相关(皮尔逊相关系数从 0.664 到 0.985 不等)。PAM 支持将世界区域分为两类、三类或四类性传播感染发病率/流行率类别,但最支持的是两类系统。在这些系统中,东亚/太平洋地区和北非/中东地区都处于最低的性传播感染类别,撒哈拉以南非洲是唯一处于高性传播感染类别的地区。
世界区域的某些性传播感染的发病率和流行率呈正相关。可以根据性传播感染的发病率/流行率对世界区域进行有意义的分类。