Data Mining of Spatial-Temporal Expression of Genes in the Human Endometrium During the Window of Implantation

被引:18
|
作者
Zhang, Dan [1 ]
Sun, Cuixiang [2 ]
Ma, Chengbin [3 ]
Dai, Haiyan [4 ]
Zhang, Wei [1 ]
机构
[1] Fudan Univ, Inst Obstet & Gynecol Hosp, Shanghai 200011, Peoples R China
[2] Fudan Univ, Obstet & Gynecol Hosp, Shanghai 200011, Peoples R China
[3] Hlth Ctr Women & Children, Shanghai, Peoples R China
[4] Pu Nan Hosp, Shanghai, Peoples R China
关键词
data mining; the window of implantation; endometrial receptivity; biomarker; bioinformatics; gene expression profile; HORMONAL-REGULATION; COMPLEMENT-SYSTEM; HUMAN EMBRYO; RECEPTIVITY; WOMEN; INFLAMMATION; ANEUPLOIDY; PINOPODES; INSIGHTS; MARKERS;
D O I
10.1177/1933719112442248
中图分类号
R71 [妇产科学];
学科分类号
100211 ;
摘要
Previous studies of microarrays have produced mass data that are far from fully applied. To make full use of the available mass data and to avoid redundancy and unnecessary waste, we employed bioinformatics tools GeneSifter and Ingenuity Pathway Analysis (IPA) to mine and annotate 45 microarrays related to endometrium receptivity from GEO (Gene Expression Omnibus) database. In total, 1543 gene sets were found to express differentially, of which 148 highly regulated genes were listed as potential biomarkers of the receptive endometrium. The function and pathway analysis identified the differentially expressed genes primarily involved in immune response and cell cycle. Two networks related to the cardiovascular system and cancers were generated within the genes which changed more than 10-fold. Nine genes were validated by real-time polymerase chain reaction. It was a meaningful exploration of the existing data to acquire useful and reliable information, and our results undoubtedly provided valuable clues for further studies.
引用
收藏
页码:1085 / 1098
页数:14
相关论文
共 50 条
  • [1] Data Mining of Spatial-Temporal Expression of Genes in the Human Endometrium During the Window of Implantation
    Dan Zhang
    Cuixiang Sun
    Chengbin Ma
    Haiyan Dai
    Wei Zhang
    Reproductive Sciences, 2012, 19 : 1085 - 1098
  • [2] Expression of immunomodulatory genes, their protein products and specific ligands/receptors during the window of implantation in the human endometrium
    Franchi, Anahi
    Zaret, Jessica
    Zhang, Xiaomei
    Bocca, Silvina
    Oehninger, Sergio
    MOLECULAR HUMAN REPRODUCTION, 2008, 14 (07) : 413 - 421
  • [3] In search of candidate genes critically expressed in the human endometrium during the window of implantation
    Mirkin, S
    Arslan, M
    Churikov, D
    Corica, A
    Diaz, JI
    Williams, S
    Bocca, S
    Oehninger, S
    HUMAN REPRODUCTION, 2005, 20 (08) : 2104 - 2117
  • [4] Ultrastructural Modifications of Human Endometrium during the Window of Implantation
    Kabir-Salmani, Maryam
    Murphy, Christopher R.
    Hosseini, Ahmad
    Valojerdi, Mojtaba Rezazadeh
    INTERNATIONAL JOURNAL OF FERTILITY & STERILITY, 2008, 2 (02) : 44 - 59
  • [5] The immune environment in human endometrium during the window of implantation
    Lobo, SC
    Huang, STJ
    Germeyer, A
    Dosiou, C
    Vo, KC
    Tulac, S
    Nayak, NR
    Giudice, LC
    AMERICAN JOURNAL OF REPRODUCTIVE IMMUNOLOGY, 2004, 52 (04) : 244 - 251
  • [6] The expression of specific genes and their predicated micro-RNA (miRNA) in human endometrium during the window of embryo implantation.
    Luo, X.
    Toloubeydokhti, T.
    Pan, Q.
    Ripps, B. A.
    Chegini, N.
    FERTILITY AND STERILITY, 2007, 88 : S198 - S198
  • [7] Mining Spatial-Temporal Patterns and Structural Sparsity for Human Motion Data Denoising
    Feng, Yinfu
    Ji, Mingming
    Xiao, Jun
    Yang, Xiaosong
    Zhang, Jian J.
    Zhuang, Yueting
    Li, Xuelong
    IEEE TRANSACTIONS ON CYBERNETICS, 2015, 45 (12) : 2693 - 2706
  • [8] The immune environment in human endometrium during the window of implantation.
    Lobo, SC
    Huang, STJ
    Giudice, LC
    FERTILITY AND STERILITY, 2002, 78 (03) : S110 - S111
  • [9] Global gene profiling in human endometrium during the window of implantation
    Kao, LC
    Tulac, S
    Lobo, S
    Imani, B
    Yang, JP
    Germeyer, A
    Osteen, K
    Taylor, RN
    Lessey, BA
    Giudice, LC
    ENDOCRINOLOGY, 2002, 143 (06) : 2119 - 2138
  • [10] Adiponectin and leptin systems in human endometrium during window of implantation
    Dos Santos, Esther
    Serazin, Valerie
    Morvan, Corinne
    Torre, Antoine
    Wainer, Robert
    de Mazancourt, Philippe
    Dieudonne, Marie-Noelle
    FERTILITY AND STERILITY, 2012, 97 (03) : 771 - U281