A new approach for the analysis of seroprevalence data: a mathematical analysis of the seroprevalence of Toxoplasma gondii infection in Hyogo prefecture (Japan) with an implication of periodic outbreaks among young children.

Koji Naoi, E. Konishi, T. Matsumura, A. Yano
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Abstract

We propose a new approach for the analysis of seroprecvalence data. The seroprevalence date on Toxoplasma gondii infection published in 1997 at Kobe University Hospital were analyzed, with a simple mathe- matical model, Y = exp(-λ t), where Y , λ and t represent the percentage of seronegative people, annual infection rate and age, respectively. After calculating the mean annual infection rate (MAIR) on the basis of the above data, we determined the relationship between MAIR and the year of birth of the female participants in the study. Our present study indicates that MAIR for women born between 1940 and 1960 decreased over the years, and that in- fection rates correlated with the year of birth. Moreover, assuming that the historically declining trends of MAIR mainly reflect infection rate changes in childhood, we created a simulation of MAIR for the age under 5 years. This simulation demonstrated that MAIR for the age under 5 years decreased from around 4% for females born in 1940, to about 1% for those born in 1960. For women born after 1960, it implied that infection rates might have been cyclically fluctuating from 0% to 1%, with an approximate 10-year interval. Our analyses imply periodic out- breaks of T. gondii infection among young children in Hyogo prefecture. In Japan, it is difficult to make a sophis- ticated statistical analysis of seroprevalence of T. gondii mainly due to the lack of available data. Despite simplic- ity of our new approach, we believe the approach will be useful to grasp the current and the past situations of T.
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血清阳性率数据分析的新方法:对日本兵库县刚地弓形虫感染的血清阳性率进行数学分析,分析幼儿中周期性暴发的含义。
我们提出了一种分析血清阳性率数据的新方法。采用简单的数学模型Y = exp(-λ t)对神户大学医院1997年公布的弓形虫感染血清阳性率数据进行分析,其中Y、λ和t分别代表血清阴性人群的百分比、年感染率和年龄。在上述数据的基础上计算年均感染率(MAIR)后,我们确定了MAIR与研究女性参与者出生年份之间的关系。我们目前的研究表明,在1940年至1960年之间出生的妇女,MAIR随着时间的推移而下降,并且感染率与出生年份相关。此外,假设MAIR的历史下降趋势主要反映了儿童时期的感染率变化,我们创建了5岁以下年龄的MAIR模拟。该模拟表明,5岁以下女性的MAIR从1940年出生的约4%下降到1960年出生的约1%。对于1960年以后出生的女性,这意味着感染率可能在0%到1%之间周期性波动,间隔大约为10年。我们的分析表明,在兵库县的幼儿中,弓形虫感染的周期性爆发。在日本,由于缺乏可用的数据,很难对弓形虫的血清流行率进行复杂的统计分析。尽管我们的新方法简单,但我们相信该方法将有助于掌握T的当前和过去情况。
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