Departamento de Microbiología, Facultad de Medicina, Universidad Nacional de Colombia, Bogotá, Colombia.
Departamento de Matemáticas, Facultad de Ciencias, Universidad de Los Andes, Bogotá, Colombia.
Sci Rep. 2020 Feb 28;10(1):3756. doi: 10.1038/s41598-020-60676-1.
As malaria control programmes concentrate their efforts towards malaria elimination a better understanding of malaria transmission patterns at fine spatial resolution units becomes necessary. Defining spatial units that consider transmission heterogeneity, human movement and migration will help to set up achievable malaria elimination milestones and guide the creation of efficient operational administrative control units. Using a combination of genetic and epidemiological data we defined a malaria transmission unit as the area contributing 95% of malaria cases diagnosed at the catchment facility located in the town of Guapi in the South Pacific Coast of Colombia. We provide data showing that P. falciparum malaria transmission is heterogeneous in time and space and analysed, using topological data analysis, the spatial connectivity, at the micro epidemiological level, between parasite populations circulating within the unit. To illustrate the necessity to evaluate the efficacy of malaria control measures within the transmission unit in order to increase the efficiency of the malaria control effort, we provide information on the size of the asymptomatic reservoir, the nature of parasite genotypes associated with drug resistance as well as the frequency of the Pfhrp2/3 deletion associated with false negatives when using Rapid Diagnostic Tests.
随着疟疾控制项目集中精力消除疟疾,需要更好地了解精细空间分辨率单位的疟疾传播模式。定义考虑到传播异质性、人类活动和迁移的空间单位将有助于设定可实现的消除疟疾里程碑,并指导创建高效的运营行政控制单位。我们结合遗传和流行病学数据,将疟疾传播单位定义为在哥伦比亚南太平洋海岸瓜皮镇的集水区设施诊断的疟疾病例中,占 95%的区域。我们提供的数据表明,间日疟原虫疟疾的传播在时间和空间上存在异质性,并使用拓扑数据分析,在微观流行病学水平上分析了在单位内循环的寄生虫种群之间的空间连通性。为了说明有必要在传播单位内评估疟疾控制措施的效果,以提高疟疾控制工作的效率,我们提供了有关无症状储库大小、与药物抗性相关的寄生虫基因型的性质以及使用快速诊断测试时与假阴性相关的 Pfhrp2/3 缺失的频率的信息。