Department of Pediatrics, University of California San Diego, La Jolla, CA, 92093, USA.
Luxembourg Center for Systems Biology, University of Luxembourg, Esch-sur-Alzette, Luxembourg, L-4365, Luxembourg.
BMC Bioinformatics. 2019 Jun 10;20(1):307. doi: 10.1186/s12859-019-2825-2.
The maturation of the female germ cell, the oocyte, requires the synthesis and storing of all the necessary metabolites to support multiple divisions after fertilization. Oocyte maturation is only possible in the presence of surrounding, diverse, and changing layers of somatic cells. Our understanding of metabolic interactions between the oocyte and somatic cells has been limited due to dynamic nature of ovarian follicle development, thus warranting a systems approach.
Here, we developed a genome-scale metabolic model of the mouse ovarian follicle. This model was constructed using an updated mouse general metabolic model (Mouse Recon 2) and contains several key ovarian follicle development metabolic pathways. We used this model to characterize the changes in the metabolism of each follicular cell type (i.e., oocyte, granulosa cells, including cumulus and mural cells), during ovarian follicle development in vivo. Using this model, we predicted major metabolic pathways that are differentially active across multiple follicle stages. We identified a set of possible secreted and consumed metabolites that could potentially serve as biomarkers for monitoring follicle development, as well as metabolites for addition to in vitro culture media that support the growth and maturation of primordial follicles.
Our systems approach to model follicle metabolism can guide future experimental studies to validate the model results and improve oocyte maturation approaches and support growth of primordial follicles in vitro.
女性生殖细胞——卵母细胞的成熟需要合成和储存所有必要的代谢物,以支持受精后的多次分裂。卵母细胞的成熟只有在周围存在多样化和不断变化的体细胞层的情况下才有可能。由于卵巢卵泡发育的动态性质,我们对卵母细胞和体细胞之间代谢相互作用的理解受到限制,因此需要采用系统方法。
在这里,我们开发了一种基于小鼠卵巢卵泡的基因组规模代谢模型。该模型是使用更新的小鼠一般代谢模型(Mouse Recon 2)构建的,包含几个关键的卵巢卵泡发育代谢途径。我们使用该模型来描述在体内卵巢卵泡发育过程中每个卵泡细胞类型(即卵母细胞、颗粒细胞,包括卵丘和壁细胞)的代谢变化。使用该模型,我们预测了在多个卵泡阶段中差异活跃的主要代谢途径。我们确定了一组可能的分泌和消耗代谢物,这些代谢物可作为监测卵泡发育的生物标志物,以及可添加到体外培养物中的代谢物,以支持原始卵泡的生长和成熟。
我们的模型卵泡代谢的系统方法可以指导未来的实验研究,以验证模型结果并改进卵母细胞成熟方法,以及支持原始卵泡在体外的生长。