Integration analysis of microRNA and mRNA paired expression profiling identifies deregulated microRNA-transcription factor-gene regulatory networks in ovarian endometriosis

被引:54
作者
Zhao, Luyang [1 ,2 ]
Gu, Chenglei [1 ,3 ]
Ye, Mingxia [1 ]
Zhang, Zhe [1 ]
Li, Li'an [1 ]
Fan, Wensheng [1 ]
Meng, Yuanguang [1 ]
机构
[1] Chinese Peoples Liberat Army Gen Hosp, Med Sch, Peoples Liberat Army PLA, Dept Gynecol & Obstet, Beijing 100853, Peoples R China
[2] Peking Univ Peoples Hosp, Dept Gynecol & Obstet, Beijing, Peoples R China
[3] 309th Hosp Chinese PLA, Dept Gynecol & Obstet, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Endometriosis; Endometrium; MicroRNAs; Transcription factors; Integrative analysis; FORKHEAD BOX C1; MESENCHYMAL TRANSITION; DOWN-REGULATION; MIR-34; FAMILY; STROMAL CELLS; MIRNA; CANCER; WOMEN; ROLES; PROLIFERATION;
D O I
10.1186/s12958-017-0319-5
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: The etiology and pathophysiology of endometriosis remain unclear. Accumulating evidence suggests that aberrant microRNA (miRNA) and transcription factor (TF) expression may be involved in the pathogenesis and development of endometriosis. This study therefore aims to survey the key miRNAs, TFs and genes and further understand the mechanism of endometriosis. Methods: Paired expression profiling of miRNA and mRNA in ectopic endometria compared with eutopic endometria were determined by high-throughput sequencing techniques in eight patients with ovarian endometriosis. Binary interactions and circuits among the miRNAs, TFs, and corresponding genes were identified by the Pearson correlation coefficients. miRNA-TF-gene regulatory networks were constructed using bioinformatic methods. Eleven selected miRNAs and TFs were validated by quantitative reverse transcription-polymerase chain reaction in 22 patients. Results: Overall, 107 differentially expressed miRNAs and 6112 differentially expressed mRNAs were identified by comparing the sequencing of the ectopic endometrium group and the eutopic endometrium group. The miRNA-TF-gene regulatory network consists of 22 miRNAs, 12 TFs and 430 corresponding genes. Specifically, some key regulators from the miR-449 and miR-34b/c cluster, miR-200 family, miR-106a-363 cluster, miR-182/183, FOX family, GATA family, and E2F family as well as CEBPA, SOX9 and HNF4A were suggested to play vital regulatory roles in the pathogenesis of endometriosis. Conclusion: Integration analysis of the miRNA and mRNA expression profiles presents a unique insight into the regulatory network of this enigmatic disorder and possibly provides clues regarding replacement therapy for endometriosis.
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页数:13
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共 97 条
  • [1] miR-196b targets c-myc and Bcl-2 expression, inhibits proliferation and induces apoptosis in endometriotic stromal cells
    Abe, Wakana
    Nasu, Kaei
    Nakada, Chisato
    Kawano, Yukie
    Moriyama, Masatsugu
    Narahara, Hisashi
    [J]. HUMAN REPRODUCTION, 2013, 28 (03) : 750 - 761
  • [2] The Ensembl gene annotation system
    Aken, Bronwen L.
    Ayling, Sarah
    Barrell, Daniel
    Clarke, Laura
    Curwen, Valery
    Fairley, Susan
    Banet, Julio Fernandez
    Billis, Konstantinos
    Giron, Carlos Garcia
    Hourlier, Thibaut
    Howe, Kevin
    Kahari, Andreas
    Kokocinski, Felix
    Martin, Fergal J.
    Murphy, Daniel N.
    Nag, Rishi
    Ruffier, Magali
    Schuster, Michael
    Tang, Y. Amy
    Vogel, Jan-Hinnerk
    White, Simon
    Zadissa, Amonida
    Flicek, Paul
    Searle, Stephen M. J.
    [J]. DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION, 2016,
  • [3] HTSeq-a Python']Python framework to work with high-throughput sequencing data
    Anders, Simon
    Pyl, Paul Theodor
    Huber, Wolfgang
    [J]. BIOINFORMATICS, 2015, 31 (02) : 166 - 169
  • [4] miRNA-transcription factor interactions: a combinatorial regulation of gene expression
    Arora, S.
    Rana, R.
    Chhabra, A.
    Jaiswal, A.
    Rani, V.
    [J]. MOLECULAR GENETICS AND GENOMICS, 2013, 288 (3-4) : 77 - 87
  • [5] Network biology:: Understanding the cell's functional organization
    Barabási, AL
    Oltvai, ZN
    [J]. NATURE REVIEWS GENETICS, 2004, 5 (02) : 101 - U15
  • [6] MicroRNAs: Genomics, biogenesis, mechanism, and function (Reprinted from Cell, vol 116, pg 281-297, 2004)
    Bartel, David P.
    [J]. CELL, 2007, 131 (04) : 11 - 29
  • [7] MAGIA2: from miRNA and genes expression data integrative analysis to microRNA-transcription factor mixed regulatory circuits (2012 update)
    Bisognin, Andrea
    Sales, Gabriele
    Coppe, Alessandro
    Bortoluzzi, Stefania
    Romualdi, Chiara
    [J]. NUCLEIC ACIDS RESEARCH, 2012, 40 (W1) : W13 - W21
  • [8] MicroRNA expression profile in endometriosis: its relation to angiogenesis and fibrinolytic factors
    Braza-Boils, Aitana
    Mari-Alexandre, Josep
    Gilabert, Juan
    Sanchez-Izquierdo, Dolors
    Espana, Francisco
    Estelles, Amparo
    Gilabert-Estelles, Juan
    [J]. HUMAN REPRODUCTION, 2014, 29 (05) : 978 - 988
  • [9] MicroRNA expression profiling of eutopic secretory endometrium in women with versus without endometriosis
    Burney, R. O.
    Hamilton, A. E.
    Aghajanova, L.
    Vo, K. C.
    Nezhat, C. N.
    Lessey, B. A.
    Giudice, L. C.
    [J]. MOLECULAR HUMAN REPRODUCTION, 2009, 15 (10) : 625 - 631
  • [10] Canis M, 1997, FERTIL STERIL, V67, P817