Spatiotemporal Patterns of Gene Expression During Development of a Complex Colony Morphology

Gareth A. Cromie, Zhihao Tan, Michelle Hays, Amy Sirr, Aimée M. Dudley
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Abstract

Clonal communities of single celled organisms, such as bacterial or fungal colonies and biofilms, are spatially structured, with subdomains of cells experiencing differing environmental conditions. In the development of such communities, cell specialization is not only important to respond and adapt to the local environment but has the potential to increase the fitness of the clonal community through division of labor. Here, we examine colony development in a yeast strain (F13) that produces colonies with a highly structured “ruffled” phenotype in the colony periphery and an unstructured “smooth” phenotype in the colony center. We demonstrate that in the F13 genetic background deletions of transcription factors can either increase (dig1Δ, sfl1Δ) or decrease (tec1Δ) the degree of colony structure. To investigate the development of colony structure, we carried out gene expression analysis on F13 and the three deletion strains using RNA-seq. Samples were taken early in colony growth (day2), which precedes ruffled phenotype development in F13, and from the peripheral and central regions of colonies later in development (day5), at which time these regions are structured and unstructured (respectively) in F13. We identify genes responding additively and non-additively to the genotype and spatiotemporal factors and cluster these genes into a number of different expression patterns. We identify clusters whose expression correlates closely with the degree of colony structure in each sample and include genes with known roles in the development of colony structure. Individual deletion of 26 genes sampled from different clusters identified 5 with strong effects on colony morphology (BUD8, CIS3, FLO11, MSB2 and SFG1), all of which eliminated or greatly reduced the structure of the F13 outer region.
复杂菌落形态发育过程中基因表达的时空模式
单细胞生物的克隆群落(如细菌或真菌菌落和生物膜)具有空间结构,细胞子域经历不同的环境条件。在这类群落的发展过程中,细胞的特化不仅对响应和适应当地环境非常重要,而且有可能通过分工提高克隆群落的适宜性。在这里,我们研究了一种酵母菌株(F13)的菌落发育情况,这种菌株产生的菌落外围具有高度结构化的 "皱褶 "表型,而菌落中心则具有非结构化的 "光滑 "表型。我们证明,在 F13 基因背景中,转录因子的缺失会增加(dig1Δ、sfl1Δ)或减少(tec1Δ)菌落结构的程度。为了研究菌落结构的发展,我们使用 RNA-seq 对 F13 和三个缺失菌株进行了基因表达分析。样本取自菌落生长早期(第 2 天),即 F13 出现褶皱表型之前;样本取自菌落生长后期(第 5 天)的外围和中央区域,此时 F13 的这些区域分别处于结构化和非结构化状态。我们确定了对基因型和时空因素有加成和非加成反应的基因,并将这些基因聚类为多种不同的表达模式。我们确定了每个样本中表达与菌落结构程度密切相关的基因簇,其中包括已知在菌落结构发展中发挥作用的基因。对从不同群组中抽取的 26 个基因进行单个删除,确定了对菌落形态有强烈影响的 5 个基因(BUD8、CIS3、FLO11、MSB2 和 SFG1),所有这些基因都消除或大大降低了 F13 外部区域的结构。
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