Jaballah Abir, Soltani Ismael, Bahia Wael, Dandana Azza, Hasni Yosra, Miled Abdelhedi, Ferchichi Salima
Research Unit of Clinical and Molecular Biology (UR17ES29), Department of Biochemistry, Faculty of Pharmacy, University of Monastir, 5000, Monastir, Tunisia.
Dept. Endocrinology, Farhat Hached University Hospital, Sousse, Tunisia.
Biochem Genet. 2021 Dec;59(6):1558-1581. doi: 10.1007/s10528-021-10066-7. Epub 2021 May 10.
Menopausal hormonal changes have been associated with the emergence of the metabolic syndrome (MetS) and its consequences such as type 2 diabetes (T2D) and cardiovascular diseases (CVD). The common gene signature and the associated signaling pathways of MetS, T2D, CVD and menopause status have not been widely studied. We analyzed a total of 314 women aged between 35 and 75 years. The sample was divided into two groups: Group I, including women in the premenopausal period and Group II, comprising women in the post-menopausal period. The presence of MetS and its components were evaluated, as well as occurrence of T2D and CVD in both groups. We also exploited the translational bioinformatics approach to choose the common gene signatures for MetS, T2D, CVD and the menopause status. The frequency of the MetS was significantly higher in postmenopausal women than in premenopausal ones (67.1 vs. 27.2%, p < 0.001). Gene mining analysis revealed that a total of 47 genes were commonly associated with MetS, T2D, CVD and the menopausal changes. The gene enrichment analysis showed that these genes were markedly enriched in biological processes, including positive regulation of binding, positive regulation of leukocyte cell-cell adhesion, regulation of lipid localization. Furthermore, P53 signaling pathway, prolactin signaling pathway, parathyroid hormone synthesis, secretion and action were the top enriched pathways. Additionally, network analysis revealed TGFB1, SPP1, MMP2, MMP9, CCL2, IGF1, EGFR, ICAM1, TNF and IL6 as important hub genes with significant interacting partners. These hub genes identified in our study may play key role in menopausal changes and influence the risks of MetS, T2D and CVD.
更年期激素变化与代谢综合征(MetS)及其后果如2型糖尿病(T2D)和心血管疾病(CVD)的出现有关。MetS、T2D、CVD和更年期状态的共同基因特征及相关信号通路尚未得到广泛研究。我们分析了总共314名年龄在35至75岁之间的女性。样本分为两组:第一组包括绝经前女性,第二组包括绝经后女性。评估了两组中MetS及其组分的存在情况,以及T2D和CVD的发生情况。我们还利用转化生物信息学方法来选择MetS、T2D、CVD和更年期状态的共同基因特征。绝经后女性中MetS的发生率显著高于绝经前女性(67.1%对27.2%,p<0.001)。基因挖掘分析显示,共有47个基因与MetS、T2D、CVD和更年期变化共同相关。基因富集分析表明,这些基因在生物过程中显著富集,包括结合的正调控、白细胞细胞间粘附的正调控、脂质定位的调控。此外,P53信号通路、催乳素信号通路、甲状旁腺激素合成、分泌及作用是富集程度最高的通路。另外,网络分析显示TGFB1、SPP1、MMP2、MMP9、CCL2、IGF1、EGFR、ICAM1、TNF和IL6是具有重要相互作用伙伴的重要枢纽基因。我们研究中鉴定出的这些枢纽基因可能在更年期变化中起关键作用,并影响MetS、T2D和CVD的风险。