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
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页数:13
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