Department of Molecular Genetics and Microbiology, Duke University, Durham, North Carolina, USA.
Center for Genomic and Computational Biology, Duke University, Durham, North Carolina, USA.
mSphere. 2018 Apr 11;3(2). doi: 10.1128/mSphere.00130-18. Print 2018 Apr 25.
Sexual reproduction is an obligate step in the life cycle, with mature gametocytes being the only form of the parasite capable of human-to-mosquito transmission. Development of male and female gametocytes takes 9 to 12 days, and although more than 300 genes are thought to be specific to gametocytes, only a few have been postulated to be male or female specific. Because these genes are often expressed during late gametocyte stages and for some, male- or female-specific transcript expression is debated, the separation of male and female populations is technically challenging. To overcome these challenges, we have developed an unbiased single-cell approach to determine which transcripts are expressed in male versus female gametocytes. Using microfluidic technology, we isolated single mid- to late-stage gametocytes to compare the expression of 91 genes, including 87 gametocyte-specific genes, in 90 cells. Such analysis identified distinct gene clusters whose expression was associated with male, female, or all gametocytes. In addition, a small number of male gametocytes clustered separately from female gametocytes based on sex-specific expression independent of stage. Many female-enriched genes also exhibited stage-specific expression. RNA fluorescent hybridization of male and female markers validated the mutually exclusive expression pattern of male and female transcripts in gametocytes. These analyses uncovered novel male and female markers that are expressed as early as stage III gametocytogenesis, providing further insight into sex-specific differentiation previously masked in population analyses. Our single-cell approach reveals the most robust markers for sex-specific differentiation in gametocytes. Such single-cell expression assays can be generalized to all eukaryotic pathogens. Most human deaths that result from malaria are caused by the eukaryotic parasite The only form of this parasite that is transmitted to the mosquito is the sexual form, called the gametocyte. The production of mature gametocytes can take up to 2 weeks and results in phenotypically distinct males and females, although what causes this gender-specific differentiation remains largely unknown. Here, we demonstrate the first use of microfluidic technology to capture single gametocytes and determine their temporal sex-specific gene expression in an unbiased manner. We were able to determine male or female identity of single cells based on the upregulation of gender-specific genes as early as mid-stage gametocytes. This analysis has revealed strong markers for male and female gametocyte differentiation that were previously concealed in population analyses. Similar single-cell analyses in eukaryotic pathogens using this method may uncover rare cell types and heterogeneity previously masked in population studies.
有性生殖是生命周期中的一个必需步骤,成熟的配子是唯一能够在人类和蚊子之间传播的寄生虫形式。雄性和雌性配子的发育需要 9 到 12 天,尽管据认为有 300 多个基因是配子特有的,但只有少数几个被假定为雄性或雌性特异性。由于这些基因通常在配子晚期表达,并且对于某些基因,雄性或雌性特异性转录表达存在争议,因此分离雄性和雌性群体在技术上具有挑战性。为了克服这些挑战,我们开发了一种无偏的单细胞方法来确定哪些转录本在雄性和雌性配子中表达。我们使用微流控技术分离单个中期至晚期配子,以比较 91 个基因(包括 87 个配子特异性基因)在 90 个细胞中的表达。这种分析确定了独特的基因簇,其表达与雄性、雌性或所有配子相关。此外,一小部分雄性配子根据与阶段无关的性别特异性表达而与雌性配子分开聚类。许多雌性丰富的基因也表现出阶段特异性表达。雄性和雌性标记的 RNA 荧光杂交验证了配子中雄性和雌性转录本相互排斥的表达模式。这些分析揭示了早期在配子发生 III 期表达的新型雄性和雌性标记,进一步深入了解了以前在群体分析中被掩盖的性别特异性分化。我们的单细胞方法揭示了配子中性别特异性分化最可靠的标记。这种单细胞表达分析可以推广到所有真核病原体。大多数由疟疾导致的人类死亡都是由真核寄生虫引起的,这种寄生虫唯一能传播给蚊子的形式是性形式,称为配子。成熟配子的产生最多需要 2 周时间,并且会产生表型明显不同的雄性和雌性,但导致这种性别特异性分化的原因在很大程度上仍不清楚。在这里,我们展示了首次使用微流控技术以无偏倚的方式捕获单个配子并确定其时间特异性性别表达。我们能够根据性别特异性基因的上调,在中期配子中确定单个细胞的雄性或雌性身份。这种分析揭示了以前在群体分析中隐藏的强烈的雄性和雌性配子分化标记。使用这种方法对真核病原体进行类似的单细胞分析可能会揭示以前在群体研究中被掩盖的稀有细胞类型和异质性。