Mathew D, Drury J A, Valentijn A J, Vasieva O, Hapangama D K
Department of Women's and Children's Health, University of Liverpool, Liverpool L8 7SS, UK.
Institute of Integrative Biology, University of Liverpool, Liverpool L69 7ZB, UK.
Hum Reprod. 2016 Feb;31(2):345-54. doi: 10.1093/humrep/dev307. Epub 2015 Dec 23.
Can bioinformatics analysis of publically available microarray datasets be utilized in identifying potentially important transcription factors (TF) in the hormonal regulation of the endometrium?
Systems integration and analysis of existing complex (published) datasets, predicted a role for the novel transcription factor, Forkhead Box D3 (FOXD3) in healthy endometrium and in endometriosis, which was followed by the demonstration of decreased levels of the protein upon decidualisation of normal human endometrial stromal cells in vitro and differential endometrial expression in the stroma in endometriosis.
The reported endometriosis-associated endometrial aberrations are most pronounced in the progesterone-dominant secretory phase and progesterone resistance is a proposed causative factor.
STUDY DESIGN, SIZE, DURATION: The study was initially an 'in silico' study, with confirmatory 'wet lab' data from western blotting (WB), qPCR and Immunohistochemistry (IHC) on endometrial biopsies obtained from 142 women undergoing gynaecological surgery.
PARTICIPANTS/MATERIALS, SETTING, METHODS: The study was conducted at a University Research Institute. Bioinformatic analysis of selected published microarray datasets identified differentially regulated genes for the early and mid-secretory phases relative to the proliferative phase. Diseases and Functions categories were identified with Ingenuity (IPA) 'core analysis' software. The key transcription factors controlling secretory phase gene changes were revealed with oPOSSUM software. FOXD3 expression levels were examined in human endometrial samples from women aged 18-55 years by WB, IHC, and qPCR. The progesterone regulation of endometrial FOXD3 levels was examined in vivo and in cultured primary human endometrial stromal cells in vitro.
Initial data mining and subsequent bioinformatics analysis of human endometrial microarray datasets identified FOXD3 to be a key regulator of gene expression specific to secretory phase/endometriosis. FOXD3 was dynamically expressed in healthy endometrium and differentially expressed in endometriosis. In vitro decidualisation of primary endometrial stromal cells significantly decreased FOXD3 protein (P = 0.0005) and progestagen (Levonorgestrel) treatment also reduced the high endometrial FOXD3 protein (P = 0.0001) and mRNA levels (P = 0.04) seen in untreated women with endometriosis, with a shift of FOXD3 from the nucleus to the cytoplasm.
LIMITATIONS, REASONS FOR CAUTION: The quality of Bioinformatics analysis and results depends on the published micro-array data.
An in depth analysis of FOXD3 function and its relationship with estrogen and progesterone might provide insights into its potential deregulation in proliferative disorders of the endometrium including endometrial cancer where its expression is also deregulated. Further, FOX transcription factors are increasingly seen as novel therapeutic targets in disease.
STUDY FUNDING/COMPETING INTERESTS: We acknowledge the support by Wellbeing of Women project grant RG1073 (D.K.H., A.J.V.). We also acknowledge the support of Liverpool Women's Hospital Foundation Trust (J.A.D.), Institute of Translational Medicine (D.M., A.J.V., D.K.H.) and the Institute of Integrative Biology (O.V.), University of Liverpool. All authors declare no conflict of interest.
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对公开的微阵列数据集进行生物信息学分析,能否用于识别子宫内膜激素调节中潜在的重要转录因子(TF)?
对现有复杂(已发表)数据集进行系统整合与分析,预测新型转录因子叉头框D3(FOXD3)在健康子宫内膜和子宫内膜异位症中发挥作用,随后通过体外正常人子宫内膜基质细胞蜕膜化后该蛋白水平降低以及子宫内膜异位症患者基质中差异表达得到证实。
报道的子宫内膜异位症相关的子宫内膜异常在孕激素主导的分泌期最为明显,孕激素抵抗是一个提出的致病因素。
研究设计、规模、持续时间:该研究最初是一项“计算机模拟”研究,随后用蛋白质印迹法(WB)、定量聚合酶链反应(qPCR)和免疫组织化学(IHC)对142名接受妇科手术的女性子宫内膜活检组织进行“湿实验室”数据验证。
参与者/材料、研究环境、方法:该研究在一所大学研究机构进行。对选定的已发表微阵列数据集进行生物信息学分析,确定相对于增殖期,分泌早期和中期差异表达的基因。使用英创公司(IPA)“核心分析”软件确定疾病和功能类别。用oPOSSUM软件揭示控制分泌期基因变化的关键转录因子。通过WB、IHC和qPCR检测18 - 55岁女性子宫内膜样本中FOXD3的表达水平。在体内和体外培养的原代人子宫内膜基质细胞中检测孕激素对子宫内膜FOXD3水平的调节。
对人子宫内膜微阵列数据集进行初步数据挖掘及后续生物信息学分析,确定FOXD3是分泌期/子宫内膜异位症特异性基因表达的关键调节因子。FOXD3在健康子宫内膜中动态表达,在子宫内膜异位症中差异表达。原代子宫内膜基质细胞体外蜕膜化显著降低FOXD3蛋白水平(P = 0.0005),孕激素(左炔诺孕酮)治疗也降低了未治疗的子宫内膜异位症患者子宫内膜中高水平的FOXD3蛋白(P = 0.0001)和mRNA水平(P = 0.04),且FOXD3从细胞核转移到细胞质。
局限性、谨慎原因:生物信息学分析的质量和结果取决于已发表的微阵列数据。
对FOXD3功能及其与雌激素和孕激素关系的深入分析,可能为其在包括子宫内膜癌在内的子宫内膜增殖性疾病中潜在的失调提供见解,子宫内膜癌中其表达也失调。此外,FOX转录因子越来越被视为疾病的新型治疗靶点。
研究资金/利益冲突:我们感谢女性健康项目基金RG1073(D.K.H.、A.J.V.)的支持。我们也感谢利物浦女子医院基金会信托基金(J.A.D.)、转化医学研究所(D.M.、A.J.V.、D.K.H.)和利物浦大学整合生物学研究所(O.V.)的支持。所有作者均声明无利益冲突。
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