Shenyang Medical College, Shenyang, Liaoning, China.
Liaoning Vocational College of Ecological Engineering, Shenyang, Liaoning, China.
PLoS One. 2020 Sep 11;15(9):e0238940. doi: 10.1371/journal.pone.0238940. eCollection 2020.
Folic acid plays an essential role in the central nervous system and cancer. This study aimed to screen genes related to folic acid metabolism. Datasets (GSE80587, GSE65267 and GSE116299) correlated to folic acid were screened in the Gene Expression Omnibus. Weighed gene co-expression network analysis was performed to identify modules associated with sample traits of folic acid and organs (brain, prostate and kidney). Functional enrichment analysis was performed for the eigengenes in modules that were significantly correlated with sample traits. Accordingly, the hub genes and key nodes in the modules were identified using the protein interaction network. A total of 17,252 genes in three datasets were identified. One module, which included 97 genes that were highly correlated with sample traits (including folic acid treatment [cor = -0.57, P = 3e-04] and kidney [cor = -0.68, p = 4e-06]), was screened out. Hub genes, including tetratricopeptide repeat protein 38 (Ttc38) and miR-185, as well as those (including Sema3A, Insl3, Dll1, Msh4 and Snai1) associated with "neuropilin binding", "regulation of reproductive process" and "vitamin D metabolic process", were identified. Genes, including Ttc38, Sema3A, Insl3, Dll1, Msh4 and Snai1, were the novel factors that may be associated with the development of the kidneys and related to folic acid treatment.
叶酸在中枢神经系统和癌症中起着至关重要的作用。本研究旨在筛选与叶酸代谢相关的基因。在基因表达综合数据库中筛选与叶酸相关的数据集(GSE80587、GSE65267 和 GSE116299)。进行加权基因共表达网络分析,以鉴定与叶酸样本特征和器官(脑、前列腺和肾)相关的模块。对与样本特征显著相关的模块的特征基因进行功能富集分析。因此,使用蛋白质相互作用网络识别模块中的枢纽基因和关键节点。在三个数据集中共鉴定出 17252 个基因。筛选出一个与样本特征高度相关的模块,包含 97 个基因(包括叶酸处理[相关系数=-0.57,P=3e-04]和肾脏[相关系数=-0.68,p=4e-06])。鉴定出枢纽基因,包括四肽重复蛋白 38(Ttc38)和 miR-185,以及与“神经纤毛蛋白结合”、“生殖过程调节”和“维生素 D 代谢过程”相关的基因(包括 Sema3A、Insl3、Dll1、Msh4 和 Snai1)。包括 Ttc38、Sema3A、Insl3、Dll1、Msh4 和 Snai1 在内的基因是可能与肾脏发育相关且与叶酸处理相关的新因素。