Sao Paulo State University (UNESP), Botucatu, 18618-689, Brazil.
Nucleo de Medicina Tropical, Universidade de Brasília, Brasília, Brazil.
Parasit Vectors. 2022 Mar 28;15(1):106. doi: 10.1186/s13071-022-05219-5.
In Brazil, malaria is concentrated in the Amazon Basin, where more than 99% of the annual cases are reported. The main goal of this study was to investigate the population structure and genetic association of the biting behavior of Nyssorhynchus (also known as Anopheles) darlingi, the major malaria vector in the Amazon region of Brazil, using low-coverage genomic sequencing data.
Samples were collected in the municipality of Mâncio Lima, Acre state, Brazil between 2016 and 2017. Different approaches using genotype imputation and no gene imputation for data treatment and low-coverage sequencing genotyping were performed. After the samples were genotyped, population stratification analysis was performed.
Weak but statistically significant stratification signatures were identified between subpopulations separated by distances of approximately 2-3 km. Genome-wide association studies (GWAS) were performed to compare indoor/outdoor biting behavior and blood-seeking at dusk/dawn. A statistically significant association was observed between biting behavior and single nucleotide polymorphism (SNP) markers adjacent to the gene associated with cytochrome P450 (CYP) 4H14, which is associated with insecticide resistance. A statistically significant association between blood-seeking periodicity and SNP markers adjacent to genes associated with the circadian cycle was also observed.
The data presented here suggest that low-coverage whole-genome sequencing with adequate processing is a powerful tool to genetically characterize vector populations at a microgeographic scale in malaria transmission areas, as well as for use in GWAS. Female mosquitoes entering houses to take a blood meal may be related to a specific CYP4H14 allele, and female timing of blood-seeking is related to circadian rhythm genes.
在巴西,疟疾集中在亚马逊流域,该地区报告的年病例超过 99%。本研究的主要目的是利用低覆盖度基因组测序数据,研究巴西亚马逊地区主要疟疾传播媒介 Nyssorhynchus(也称为 Anopheles) darlingi 的叮咬行为的种群结构和遗传关联。
样本于 2016 年至 2017 年在巴西阿克里州曼西尼奥利马市收集。使用基因型推断和不进行基因推断的数据处理方法和低覆盖度测序基因分型,进行了不同的方法。对样本进行基因分型后,进行了种群分层分析。
在距离约 2-3 公里的亚群之间,发现了微弱但具有统计学意义的分层特征。进行了全基因组关联研究(GWAS),以比较室内/室外叮咬行为和傍晚/黎明时的吸血行为。在与细胞色素 P450(CYP)4H14 相关的基因附近的 SNP 标记与叮咬行为之间观察到具有统计学意义的关联,该基因与杀虫剂抗性相关。在与昼夜节律相关的基因附近的 SNP 标记与吸血周期性之间也观察到具有统计学意义的关联。
这里提供的数据表明,低覆盖度全基因组测序与适当的处理相结合,是在疟疾传播地区以微观地理尺度对媒介种群进行遗传特征分析的有力工具,也可用于全基因组关联研究。进入房屋取血的雌性蚊子可能与特定的 CYP4H14 等位基因有关,而雌性吸血的时间与昼夜节律基因有关。