The Relationship Between Menopause and Metabolic Syndrome: Experimental and Bioinformatics Analysis

被引:13
|
作者
Jaballah, Abir [1 ]
Soltani, Ismael [1 ]
Bahia, Wael [1 ]
Dandana, Azza [1 ]
Hasni, Yosra [2 ]
Miled, Abdelhedi [1 ,3 ]
Ferchichi, Salima [1 ,3 ]
机构
[1] Univ Monastir, Fac Pharm, Dept Biochem, Res Unit Clin & Mol Biol UR17ES29, Monastir 5000, Tunisia
[2] Farhat Hached Univ Hosp, Dept Endocrinol, Sousse, Tunisia
[3] Farhat Hached Univ Hosp, Dept Biochem, Sousse, Tunisia
关键词
Menopause; MetS; T2D; CVD; Bioinformatics; INDEPENDENT RISK-FACTOR; FASTING PLASMA-GLUCOSE; INSULIN-RESISTANCE; INFLAMMATORY MARKERS; POSTMENOPAUSAL WOMEN; DIABETES-MELLITUS; CARDIOVASCULAR-DISEASE; ABDOMINAL OBESITY; SERUM-LIPIDS; AGE;
D O I
10.1007/s10528-021-10066-7
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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.
引用
收藏
页码:1558 / 1581
页数:24
相关论文
共 50 条
  • [1] The Relationship Between Menopause and Metabolic Syndrome: Experimental and Bioinformatics Analysis
    Abir Jaballah
    Ismael Soltani
    Wael Bahia
    Azza Dandana
    Yosra Hasni
    Abdelhedi Miled
    Salima Ferchichi
    [J]. Biochemical Genetics, 2021, 59 : 1558 - 1581
  • [2] RELATIONSHIP BETWEEN METABOLIC SYNDROME AND ITS COMPONENTS WITH BONE DENSITY IN MENOPAUSE WOMEN
    Abbasi, M.
    Yazdi, Z.
    Farzam, S. A.
    Mamaghani, Z.
    [J]. ANNALS OF THE RHEUMATIC DISEASES, 2016, 75 : 1172 - 1173
  • [3] Prevalence of metabolic syndrome according to the progression of menopause in Korean women: Relationship between the menstrual stage and metabolic syndrome components
    Koh, Jang H.
    Lee, Mi Y.
    Nam, Soo M.
    Jung, Pil M.
    Lee, Il Y.
    Kim, Mi J.
    Shin, Jang Y.
    Shin, Young G.
    Chung, Choon H.
    [J]. DIABETES, 2007, 56 : A255 - A255
  • [4] Metabolic syndrome and menopause
    Jouyandeh Z.
    Nayebzadeh F.
    Qorbani M.
    Asadi M.
    [J]. Journal of Diabetes & Metabolic Disorders, 12 (1):
  • [5] Menopause and metabolic syndrome
    Meirelles, Ricardo M. R.
    [J]. ARQUIVOS BRASILEIROS DE ENDOCRINOLOGIA E METABOLOGIA, 2014, 58 (02) : 91 - 96
  • [6] Association between Menopause, Postmenopausal Hormone Therapy and Metabolic Syndrome
    Ou, Ying-Ju
    Lee, Jia-In
    Huang, Shu-Pin
    Chen, Szu-Chia
    Geng, Jiun-Hung
    Su, Chia-Hung
    [J]. JOURNAL OF CLINICAL MEDICINE, 2023, 12 (13)
  • [7] Relationship between osteoporosis and Cushing syndrome based on bioinformatics
    Wang, Ding
    Dang, Chun-Xiao
    Hao, Ying-Xin
    Yu, Xiao
    Liu, Peng-Fei
    Li, Jin-Song
    [J]. MEDICINE, 2022, 101 (43)
  • [8] Metabolic Syndrome During Menopause
    Mumusoglu, Sezcan
    Yildiz, Bulent Okan
    [J]. CURRENT VASCULAR PHARMACOLOGY, 2019, 17 (06) : 595 - 603
  • [9] Cardiometabolic benefits of exercise training in an experimental model of metabolic syndrome and menopause
    Sanches, Iris Callado
    Brito, Janaina de Oliveira
    Candido, Georgia Orsi
    Dias, Danielle da Silva
    Jorge, Luciana
    Irigoyen, Maria-Claudia
    De Angelis, Katia
    [J]. MENOPAUSE-THE JOURNAL OF THE NORTH AMERICAN MENOPAUSE SOCIETY, 2012, 19 (05): : 562 - 568
  • [10] The emergence of the metabolic syndrome with menopause
    Carr, MC
    [J]. JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2003, 88 (06): : 2404 - 2411