The Kirby Institute, UNSW Sydney, Sydney, Australia.
School of Mathematics and Statistics, University of Melbourne, Melbourne, Australia.
PLoS Negl Trop Dis. 2022 Dec 19;16(12):e0010990. doi: 10.1371/journal.pntd.0010990. eCollection 2022 Dec.
A key characteristic of Plasmodium vivax parasites is their ability to adopt a latent liver-stage form called hypnozoites, able to cause relapse of infection months or years after a primary infection. Relapses of infection through hypnozoite activation are a major contributor to blood-stage infections in P vivax endemic regions and are thought to be influenced by factors such as febrile infections which may cause temporary changes in hypnozoite activation leading to 'temporal heterogeneity' in reactivation risk. In addition, immunity and variation in exposure to infection may be longer-term characteristics of individuals that lead to 'population heterogeneity' in hypnozoite activation. We analyze data on risk of P vivax in two previously published data sets from Papua New Guinea and the Thailand-Myanmar border region. Modeling different mechanisms of reactivation risk, we find strong evidence for population heterogeneity, with 30% of patients having almost 70% of all P vivax infections. Model fitting and data analysis indicates that individual variation in relapse risk is a primary source of heterogeneity of P vivax risk of recurrences. Trial Registration: ClinicalTrials.gov NCT01640574, NCT01074905, NCT02143934.
间日疟原虫的一个关键特征是其能够形成潜伏的肝脏期形式,即休眠子,休眠子能够在初次感染数月或数年后引发感染的复发。通过休眠子激活引发的感染复发是间日疟原虫流行地区血期感染的主要原因,据认为,这与发热性感染等因素有关,发热性感染可能导致休眠子激活的暂时变化,从而导致再激活风险的“时间异质性”。此外,免疫和对感染的暴露的变化可能是个体的长期特征,导致休眠子激活的“人群异质性”。我们分析了来自巴布亚新几内亚和泰国-缅甸边境地区的两个先前发表的数据集中关于间日疟风险的数据。通过对不同再激活风险机制进行建模,我们发现人群异质性的有力证据,有 30%的患者几乎占所有间日疟感染的 70%。模型拟合和数据分析表明,个体复发风险的变化是间日疟复发风险异质性的主要来源。
ClinicalTrials.gov NCT01640574,NCT01074905,NCT02143934。