Strong isolation by distance and evidence of population microstructure reflect ongoing Plasmodium falciparum transmission in Zanzibar.

Sean V Connelly, Nicholas F Brazeau, Mwinyi Msellem, Billy E Ngasala, Özkan Aydemir, Varun Goel, Karamoko Niaré, David J Giesbrecht, Zachary R Popkin-Hall, Christopher M Hennelly, Zackary Park, Ann M Moormann, John Michael Ong'echa, Robert Verity, Safia Mohammed, Shija J Shija, Lwidiko E Mhamilawa, Ulrika Morris, Andreas Mårtensson, Jessica T Lin, Anders Björkman, Jonathan J Juliano, Jeffrey A Bailey
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Abstract

The Zanzibar archipelago of Tanzania has become a low-transmission area for Plasmodium falciparum. Despite being considered an area of pre-elimination for years, achieving elimination has been difficult, likely due to a combination of imported infections from mainland Tanzania, and continued local transmission. To shed light on these sources of transmission, we applied highly multiplexed genotyping utilizing molecular inversion probes to characterize the genetic relatedness of 282 P. falciparum isolates collected across Zanzibar and in Bagamoyo District on the coastal mainland from 2016-2018. Overall, parasite populations on the coastal mainland and Zanzibar archipelago remain highly related. However, parasite isolates from Zanzibar exhibit population microstructure due to rapid decay of parasite relatedness over very short distances. This, along with highly related pairs within shehias, suggests ongoing low level local transmission. We also identified highly related parasites across shehias that reflect human mobility on the main island of Unguja and identified a cluster of highly related parasites, suggestive of an outbreak, in the Micheweni district on Pemba island. Parasites in asymptomatic infections demonstrated higher complexity of infection than those in symptomatic infections, but have similar core genomes. Our data support importation as a main source of genetic diversity and contribution to the parasite population on Zanzibar, but they also show local outbreak clusters where targeted interventions are essential to block local transmission. These results highlight the need for preventive measures against imported malaria and enhanced control measures in areas that remain receptive for malaria reemergence due to susceptible hosts and competent vectors.

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距离的强烈隔离和种群微观结构的证据反映了恶性疟原虫在桑给巴尔的持续传播。
坦桑尼亚桑给巴尔群岛已成为恶性疟原虫的低传播地区。尽管多年来一直被认为是预先消除的领域,但实现消除一直很困难,这可能是由于来自坦桑尼亚大陆的输入性感染和持续的本地传播。为了阐明这些传播源,我们利用分子反转探针应用高度多重基因分型来表征2016-2018年在桑给巴尔和沿海大陆巴加莫约区收集的391个恶性疟原虫分离株的遗传相关性。总的来说,沿海大陆和桑给巴尔群岛的寄生虫种群仍然高度相关。然而,来自桑给巴尔的寄生虫分离株由于在很短的距离内寄生虫相关性的快速衰减而表现出种群微观结构。这与shehias内高度相关的配对一起,表明正在进行低水平的本地传播。我们还发现了整个shehias的高度相关寄生虫,这些寄生虫反映了昂古贾主岛上的人类流动性,并在彭巴岛的Micheweni区发现了一组高度相关的寄生虫,这表明疫情爆发。无症状感染者的寄生虫表现出比有症状感染者更高的感染复杂性,但具有相似的核心基因组。我们的数据支持,输入仍然是桑给巴尔寄生虫种群遗传多样性和贡献的主要来源,但它们也表明,有针对性的干预措施对阻断本地传播至关重要。这些结果突出表明,需要对输入性疟疾采取预防措施,并在易感宿主和有能力的病媒仍易感染疟疾的地区加强控制措施。
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