York Biomedical Research Institute, Department of Biology, University of Yorkgrid.5685.e, York, United Kingdom.
Department of Community Medicine and Institute of Tropical Diseases Natan Portela, Federal University of Piauí, Teresina, Brazil.
mBio. 2022 Dec 20;13(6):e0206822. doi: 10.1128/mbio.02068-22. Epub 2022 Oct 12.
Visceral leishmaniasis (VL) is a potentially fatal disease caused mainly by Leishmania infantum in South America and Leishmania donovani in Asia and Africa. Disease outcomes have been associated with patient genotype, nutrition, age, sex, comorbidities, and coinfections. In this study, we examine the effects of parasite genetic variation on VL disease severity in Brazil. We collected and sequenced the genomes of 109 L. infantum isolates from patients in northeastern Brazil and retrieved matching patient clinical data from medical records, including mortality, sex, HIV coinfection, and laboratory data (creatinine, hemoglobin, and leukocyte and platelet counts). We identified genetic differences between parasite isolates, including single nucleotide polymorphisms (SNPs), small insertions/deletions (indels), and variations in genic, intergenic, and chromosome copy numbers (copy number variants [CNVs]). To describe associations between the parasite genotypes and clinical outcomes, we applied quantitative genetics methods of heritability and genome-wide association studies (GWAS), treating clinical outcomes as traits that may be influenced by parasite genotype. Multiple aspects of the genetic analysis indicate that parasite genotype affects clinical outcomes. We estimate that parasite genotype explains 83% chance of mortality (narrow-sense heritability [] = 0.83 ± 0.17) and has a significant relationship with patient sex ( = 0.60 ± 0.27). Impacts of parasite genotype on other clinical traits are lower ( ≤ 0.34). GWAS analysis identified multiple parasite genetic loci that were significantly associated with clinical outcomes; 17 CNVs were significantly associated with mortality, two with creatinine, and one with bacterial coinfection, jaundice, and HIV coinfection, and two SNPs/indels and six CNVs were associated with age, jaundice, HIV and bacterial coinfections, creatinine, and/or bleeding sites. Parasite genotype is an important factor in VL disease severity in Brazil. Our analysis indicates that specific genetic differences between parasites act as virulence factors, enhancing risks of severe disease and mortality. More detailed understanding of these virulence factors could be exploited for novel therapies. Multiple factors contribute to the risk of mortality from visceral leishmaniasis (VL), including, patient genotype, comorbidities, and nutrition. Many of these factors are influenced by socioeconomic biases. Our work suggests that the virulence of the infecting parasite is an important risk factor for mortality. We pinpoint some specific genomic markers that are associated with mortality, which can lead to a greater understanding of the molecular mechanisms that cause severe VL disease, to the identification of genetic markers for virulent parasites, and to the development of drug and vaccine therapies.
内脏利什曼病(VL)是一种潜在的致命疾病,主要由南美的利什曼原虫和亚洲和非洲的利什曼原虫引起。疾病结果与患者基因型、营养、年龄、性别、合并症和合并感染有关。在这项研究中,我们研究了寄生虫遗传变异对巴西 VL 疾病严重程度的影响。我们收集并测序了来自巴西东北部患者的 109 株利什曼原虫分离株,并从病历中检索了匹配的患者临床数据,包括死亡率、性别、HIV 合并感染和实验室数据(肌酐、血红蛋白以及白细胞和血小板计数)。我们确定了寄生虫分离株之间的遗传差异,包括单核苷酸多态性(SNP)、小插入/缺失(indel)以及基因内、基因间和染色体拷贝数(拷贝数变异(CNV))的变化。为了描述寄生虫基因型与临床结局之间的关联,我们应用了遗传力的定量遗传学方法和全基因组关联研究(GWAS),将临床结局视为可能受寄生虫基因型影响的特征。遗传分析的多个方面表明,寄生虫基因型会影响临床结局。我们估计,寄生虫基因型解释了 83%的死亡率(狭义遗传力 [] = 0.83 ± 0.17),并且与患者性别有显著关系( = 0.60 ± 0.27)。寄生虫基因型对其他临床特征的影响较低( ≤ 0.34)。GWAS 分析确定了多个与临床结局显著相关的寄生虫遗传基因座;17 个 CNV 与死亡率显著相关,两个与肌酐相关,一个与细菌合并感染、黄疸和 HIV 合并感染相关,两个 SNP/indel 和六个 CNV 与年龄、黄疸、HIV 和细菌合并感染、肌酐和/或出血部位相关。寄生虫基因型是巴西 VL 疾病严重程度的重要因素。我们的分析表明,寄生虫之间的特定遗传差异作为毒力因素,增加了严重疾病和死亡率的风险。对这些毒力因素的更详细了解可以为新的治疗方法提供依据。多种因素会导致内脏利什曼病(VL)的死亡率增加,包括患者基因型、合并症和营养状况。其中许多因素受社会经济偏见的影响。我们的工作表明,感染寄生虫的毒力是导致死亡率的一个重要危险因素。我们确定了一些与死亡率相关的特定基因组标记,这可以帮助我们更好地了解导致严重 VL 疾病的分子机制,识别毒力寄生虫的遗传标记,并开发药物和疫苗治疗方法。