Center for Genomics and Systems Biology, Department of Biology, New York University.
Mol Biol Evol. 2013 Dec;30(12):2568-78. doi: 10.1093/molbev/mst138. Epub 2013 Aug 11.
In microbial populations, growth initiation and proliferation rates are major components of fitness and therefore likely targets of selection. We used a high-throughput microscopy assay, which enables simultaneous analysis of tens of thousands of microcolonies, to determine the sources and extent of growth rate variation in the budding yeast (Saccharomyces cerevisiae) in different glucose environments. We find that cell growth rates are regulated by the extracellular concentration of glucose as proposed by Monod (1949), but that significant heterogeneity in growth rates is observed among genetically identical individuals within an environment. Yeast strains isolated from different geographic locations and habitats differ in their growth rate responses to different glucose concentrations. Inheritance patterns suggest that the genetic determinants of growth rates in different glucose concentrations are distinct. In addition, we identified genotypes that differ in the extent of variation in growth rate within an environment despite nearly identical mean growth rates, providing evidence that alleles controlling phenotypic variability segregate in yeast populations. We find that the time to reinitiation of growth (lag) is negatively correlated with growth rate, yet this relationship is strain-dependent. Between environments, the respirative activity of individual cells negatively correlates with glucose abundance and growth rate, but within an environment respirative activity and growth rate show a positive correlation, which we propose reflects differences in protein expression capacity. Our study quantifies the sources of genetic and nongenetic variation in cell growth rates in different glucose environments with unprecedented precision, facilitating their molecular genetic dissection.
在微生物群体中,生长起始和增殖速率是适应度的主要组成部分,因此可能是选择的目标。我们使用高通量显微镜检测方法,该方法可以同时分析数万微菌落,以确定在不同葡萄糖环境中出芽酵母(酿酒酵母)中生长速率变化的来源和程度。我们发现,细胞生长速率如 Monod(1949 年)所提出的那样受到细胞外葡萄糖浓度的调节,但在环境中遗传相同的个体之间观察到生长速率存在显著的异质性。从不同地理位置和栖息地分离的酵母菌株在其对不同葡萄糖浓度的生长速率响应方面存在差异。遗传模式表明,不同葡萄糖浓度下生长速率的遗传决定因素是不同的。此外,我们确定了在环境中生长速率变化程度不同的基因型,尽管它们的平均生长速率几乎相同,这提供了证据表明控制表型可变性的等位基因在酵母群体中分离。我们发现,生长重新开始的时间(滞后)与生长速率呈负相关,但这种关系取决于菌株。在不同环境之间,单个细胞的呼吸活性与葡萄糖丰度和生长速率呈负相关,但在环境中,呼吸活性和生长速率呈正相关,我们提出这反映了蛋白质表达能力的差异。我们的研究以空前的精度量化了不同葡萄糖环境中细胞生长速率的遗传和非遗传变异的来源,为其分子遗传解析提供了便利。