Zhan Qi, He Qixin, Tiedje Kathryn E, Day Karen P, Pascual Mercedes
Committee on Genetics, Genomics and Systems Biology, The University of Chicago; Chicago, IL, 60637, USA.
Department of Biological Sciences, Purdue University; West Lafayette, IN, 47907, USA.
medRxiv. 2024 Feb 5:2024.02.01.24301818. doi: 10.1101/2024.02.01.24301818.
Intervention against falciparum malaria in high transmission regions remains challenging, with relaxation of control efforts typically followed by rapid resurgence. Resilience to intervention co-occurs with incomplete immunity, whereby children eventually become protected from severe disease but not infection and a large transmission reservoir results from high asymptomatic prevalence across all ages. Incomplete immunity relates to the vast antigenic variation of the parasite, with the major surface antigen of the blood stage of infection encoded by the multigene family known as . Recent deep sampling of sequences from individual isolates in northern Ghana showed that parasite population structure exhibited persistent features of high-transmission regions despite the considerable decrease in prevalence during transient intervention with indoor residual spraying (IRS). We ask whether despite such apparent limited impact, the transmission system had been brought close to a transition in both prevalence and resurgence ability. With a stochastic agent-based model, we investigate the existence of such a transition to pre-elimination with intervention intensity, and of molecular indicators informative of its approach. We show that resurgence ability decreases sharply and nonlinearly across a narrow region of intervention intensities in model simulations, and identify informative molecular indicators based on gene sequences. Their application to the survey data indicates that the transmission system in northern Ghana was brought close to transition by IRS. These results suggest that sustaining and intensifying intervention would have pushed malaria dynamics to a slow-rebound regime with an increased probability of local parasite extinction.
在高传播地区防控恶性疟仍然具有挑战性,控制措施一旦放松,疫情通常会迅速反弹。对干预措施的适应能力与不完全免疫同时存在,即儿童最终会受到保护,免受严重疾病的侵害,但不会免于感染,而且由于各年龄段无症状感染率高,导致传播源广泛。不完全免疫与寄生虫巨大的抗原变异有关,感染血液阶段的主要表面抗原由多基因家族编码,称为 。最近对加纳北部个体分离株的 序列进行的深度采样显示,尽管在室内滞留喷洒(IRS)的短暂干预期间流行率大幅下降,但寄生虫种群结构仍呈现高传播地区的持续特征。我们想知道,尽管有这种明显有限的影响,传播系统在流行率和反弹能力方面是否已接近转变。通过基于随机主体的模型,我们研究了随着干预强度向消除前状态转变的存在情况,以及有助于实现这一转变的分子指标。我们表明,在模型模拟中,反弹能力在狭窄的干预强度范围内急剧且非线性地下降,并基于 基因序列确定了有信息价值的分子指标。将这些指标应用于调查数据表明,加纳北部的传播系统通过IRS已接近转变。这些结果表明,持续加强干预将使疟疾动态进入缓慢反弹状态,增加当地寄生虫灭绝的可能性。