Department of Molecular, Cell and Developmental Biology, University of California, Los Angeles, California 90095, USA.
Department of Chemistry and Biochemistry, University of California, Los Angeles, California 90095, USA.
Plant Cell. 2021 May 31;33(4):1042-1057. doi: 10.1093/plcell/koab025.
The photosynthetic unicellular alga Chlamydomonas (Chlamydomonas reinhardtii) is a versatile reference for algal biology because of its ease of culture in the laboratory. Genomic and systems biology approaches have previously described transcriptome responses to environmental changes using bulk data, thus representing the average behavior from pools of cells. Here, we apply single-cell RNA sequencing (scRNA-seq) to probe the heterogeneity of Chlamydomonas cell populations under three environments and in two genotypes differing by the presence of a cell wall. First, we determined that RNA can be extracted from single algal cells with or without a cell wall, offering the possibility to sample natural algal communities. Second, scRNA-seq successfully separated single cells into nonoverlapping cell clusters according to their growth conditions. Cells exposed to iron or nitrogen deficiency were easily distinguished despite a shared tendency to arrest photosynthesis and cell division to economize resources. Notably, these groups of cells not only recapitulated known patterns observed with bulk RNA-seq but also revealed their inherent heterogeneity. A substantial source of variation between cells originated from their endogenous diurnal phase, although cultures were grown in constant light. We exploited this result to show that circadian iron responses may be conserved from algae to land plants. We document experimentally that bulk RNA-seq data represent an average of typically hidden heterogeneity in the population.
光合单细胞藻类衣藻(Chlamydomonas reinhardtii)因其易于在实验室中培养而成为藻类生物学的多功能参考物。基因组和系统生物学方法以前使用批量数据描述了转录组对环境变化的反应,从而代表了细胞群体的平均行为。在这里,我们应用单细胞 RNA 测序(scRNA-seq)来探测三种环境下和两种基因型(一种具有细胞壁,另一种没有细胞壁)下衣藻细胞群体的异质性。首先,我们确定可以从有或没有细胞壁的单个藻类细胞中提取 RNA,这为采样自然藻类群落提供了可能。其次,scRNA-seq 成功地根据其生长条件将单细胞分离成不重叠的细胞簇。尽管存在共同的节省资源的光合作用和细胞分裂的趋势,但暴露于缺铁或缺氮的细胞很容易区分。值得注意的是,这些细胞群不仅再现了与批量 RNA-seq 观察到的已知模式,而且还揭示了它们固有的异质性。细胞之间的大量变异来源于它们的内源性昼夜节律,尽管培养物是在恒定光照下生长的。我们利用这一结果表明,从藻类到陆地植物,生物钟的铁反应可能是保守的。我们通过实验证明,批量 RNA-seq 数据代表了群体中通常隐藏的异质性的平均值。