Transcription factor-associated combinatorial epigenetic pattern reveals higher transcriptional activity of TCF7L2-regulated intragenic enhancers

被引:13
|
作者
Liu, Qi [1 ,2 ]
Bonneville, Russell [3 ]
Li, Tianbao [1 ,2 ]
Jin, Victor X. [1 ]
机构
[1] Univ Texas Hlth Sci Ctr San Antonio, Dept Mol Med, 8403 Floyd Curl, San Antonio, TX 78229 USA
[2] Jilin Univ, Coll Life Sci, Changchun 130012, Peoples R China
[3] Ohio State Univ, Biomed Sci Grad Program, Columbus, OH 43210 USA
来源
BMC GENOMICS | 2017年 / 18卷
基金
美国国家卫生研究院;
关键词
T-cep; TCF7L2; Intragenic enhancer; PANC1; MCF7; BREAST-CANCER; CHROMATIN-STATE; TCF7L2; GENE; INTEGRATIVE ANALYSIS; BINDING PATTERNS; ANNOTATION; DISCOVERY; DISTINCT; SUSCEPTIBILITY; POLYMORPHISMS;
D O I
10.1186/s12864-017-3764-9
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: Recent studies have suggested that combinations of multiple epigenetic modifications are essential for controlling gene expression. Despite numerous computational approaches have been developed to decipher the combinatorial epigenetic patterns or "epigenetic code", none of them has explicitly addressed the relationship between a specific transcription factor (TF) and the patterns. Methods: Here, we developed a novel computational method, T-cep, for annotating chromatin states associated with a specific TF. T-cep is composed of three key consecutive modules: (i) Data preprocessing, (ii) HMM training, and (iii) Potential TF-states calling. Results: We evaluated T-cep on a TCF7L2-omics data. Unexpectedly, our method has uncovered a novel set of TCF7L2-regulated intragenic enhancers missed by other software tools, where the associated genes exert the highest gene expression. We further used siRNA knockdown, Co-transfection, RT-qPCR and Luciferase Reporter Assay not only to validate the accuracy and efficiency of prediction by T-cep, but also to confirm the functionality of TCF7L2-regulated enhancers in both MCF7 and PANC1 cells respectively. Conclusions: Our study for the first time at a genome-wide scale reveals the enhanced transcriptional activity of cell-type-specific TCF7L2 intragenic enhancers in regulating gene expression.
引用
收藏
页数:13
相关论文
共 41 条
  • [21] Transcription factor 7-like 2 (TCF7L2) is associated with gestational diabetes mellitus and interacts with adiposity to alter insulin secretion in Mexican Americans
    Watanabe, Richard M.
    Allayee, Hooman
    Xiang, Anny H.
    Trigo, Enrique
    Hartiala, Jaana
    Lawrence, Jean M.
    Buchanan, Thomas A.
    DIABETES, 2007, 56 (05) : 1481 - 1485
  • [22] Common variant in the transcription factor 7-like2 (TCF7L2) gene is associated with impaired insulin secretion in Japanese type 2 diabetic patients
    Doi, Takuya
    Furuta, Hiroto
    Shimada, Takeshi
    Furukawa, Yasushi
    Kusuyama, Akiko
    Matsuno, Shohei
    Nishi, Masahiro
    Sasaki, Hideyuki
    Sanke, Tokio
    Nanjo, Kishio
    DIABETES, 2007, 56 : A297 - A297
  • [23] Variants of the transcription factor 7-like 2 (TCF7L2) gene are associated with type 2 diabetes in an Affican-American population enriched for nephropathy
    Sale, Michile M.
    Smith, Shelly G.
    Mychaleckyj, Josyf C.
    Keene, Keith L.
    Langefeld, Carl D.
    Leak, Tennille S.
    Hicks, Pamela J.
    Bowden, Donald W.
    Rich, Stephen S.
    Freedman, Barry I.
    DIABETES, 2007, 56 (10) : 2638 - 2642
  • [24] Variants of the transcription factor 7-like 2 gene (TCF7L2) are strongly associated with type 2 diabetes but not with the metabolic syndrome in the MONICA/KORA surveys
    Marzi, C.
    Huth, C.
    Kolz, M.
    Grallert, H.
    Meisinger, C.
    Wichmann, H. -E.
    Rathmann, W.
    Herder, C.
    Illig, T.
    HORMONE AND METABOLIC RESEARCH, 2007, 39 (01) : 46 - 52
  • [25] Diabetes Risk Allele of Transcription Factor 7-like 2 (TCF7L2) Polymorphisms is Associated with Higher Glucagon-like Peptide 1 (GLP1) and Lower Insulin Secretion
    Saraswati, Made Ratna
    Suastika, Ketut
    Budhiarta, Anak Agung Gde
    Oktavianthi, Suksma
    Malik, Safarina G.
    INDONESIAN BIOMEDICAL JOURNAL, 2024, 16 (05): : 442 - 449
  • [26] Mutations in genes connected with the TCF7L2 transcription factor are associated with a poor prognosis in non-small cell lung cancer
    Rice, Shawn J.
    Liu, Xin
    Hyland, Victoria
    Liu, Zhenqiu
    Belani, Chandra P.
    LUNG CANCER, 2020, 141 : 97 - 100
  • [27] Disease-associated loci are significantly over-represented among genes bound by transcription factor 7-like 2 (TCF7L2) in vivo
    Zhao, J.
    Schug, J.
    Li, M.
    Kaestner, K. H.
    Grant, S. F. A.
    DIABETOLOGIA, 2010, 53 (11) : 2340 - 2346
  • [28] Transcription Factor 7-Like 2 (TCF7L2) Polymorphism is Associated with Impaired Fasting Glucose in Caucasian Participants of the Atherosclerosis Risk in Communities (ARIC) Study
    Yan, Y.
    North, K. E.
    Kottgen, A.
    Pankow, J. S.
    Boerwinkle, E.
    GENETIC EPIDEMIOLOGY, 2008, 32 (07) : 721 - 721
  • [29] The transcription factor 7-like 2 (TCF7L2) polymorphism may be associated with focal arteriolar narrowing in Caucasians with hypertension or without diabetes: the ARIC Study
    Yan, Yu
    Klein, Ronald
    Heiss, Gerardo
    Girman, Cynthia J.
    Lange, Ethan M.
    Klein, Barbara E.
    Rose, Kathryn M.
    Boerwinkle, Eric
    Pankow, James S.
    Brancati, Frederick L.
    Ballantyne, Christie M.
    Koettgen, Anna
    North, Kari E.
    BMC ENDOCRINE DISORDERS, 2010, 10
  • [30] Haplotypes of transcription factor 7-like 2 (TCF7L2) gene and its upstream region are associated with type 2 diabetes and age of onset in Mexican Americans
    Lehman, Donna M.
    Hunt, Kelly J.
    Leach, Robin J.
    Hamlington, Jeanette
    Arya, Rector
    Abboud, Hanna E.
    Duggirala, Ravindranath
    Blangero, John
    Goring, Harald H. H.
    Stern, Michael P.
    DIABETES, 2007, 56 (02) : 389 - 393