Dataset Information

Computational construction of 3D chromatin ensembles and prediction of functional interactions of alpha-globin locus from 5C data.

ABSTRACT: Conformation capture technologies measure frequencies of interactions between chromatin regions. However, understanding gene-regulation require knowledge of detailed spatial structures of heterogeneous chromatin in cells. Here we describe the nC-SAC (n-Constrained-Self Avoiding Chromatin) method that transforms experimental interaction frequencies into 3D ensembles of chromatin chains. nC-SAC first distinguishes specific from non-specific interaction frequencies, then generates 3D chromatin ensembles using identified specific interactions as spatial constraints. Application to ?-globin locus shows that these constraints (?20%) drive the formation of ?99% all experimentally captured interactions, in which ?30% additional to the imposed constraints is found to be specific. Many novel specific spatial contacts not captured by experiments are also predicted. A subset, of which independent ChIA-PET data are available, is validated to be RNAPII-, CTCF-, and RAD21-mediated. Their positioning in the architectural context of imposed specific interactions from nC-SAC is highly important. Our results also suggest the presence of a many-body structural unit involving ?-globin gene, its enhancers, and POL3RK gene for regulating the expression of ?-globin in silent cells.

SUBMITTER: Gursoy G

PROVIDER: S-EPMC5714131 | biostudies-literature | 2017 Nov

REPOSITORIES: biostudies-literature

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Computational construction of 3D chromatin ensembles and prediction of functional interactions of alpha-globin locus from 5C data.

Gürsoy Gamze G Xu Yun Y Kenter Amy L AL Liang Jie J

Nucleic acids research 20171101 20

Conformation capture technologies measure frequencies of interactions between chromatin regions. However, understanding gene-regulation require knowledge of detailed spatial structures of heterogeneous chromatin in cells. Here we describe the nC-SAC (n-Constrained-Self Avoiding Chromatin) method that transforms experimental interaction frequencies into 3D ensembles of chromatin chains. nC-SAC first distinguishes specific from non-specific interaction frequencies, then generates 3D chromatin ense ...[more]

PMID: 28981716

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Project description:The aim of the present study has been to establish serum-free culture conditions for ex vivo expansion and differentiation of human CD34(+) cells into erythroid lineage and to study the chromatin structure, gene expression, and transcription factor recruitment at the alpha-globin locus in the developing erythron.A basal Iscove's modified Dulbecco's medium cell culture medium with 1% bovine serum albumin as a serum replacement and a combination of cytokines and growth factors was used for expansion and differentiation of the CD34(+) cells. Expression patterns of the alpha- and beta-like genes at various stages of erythropoiesis was studied by reverse transcriptase quantitative polymerase chain reaction analysis, profile of key erythroid transcription factors was investigated by Western blotting, and the chromatin structure and transcription factor recruitment at the alpha-globin locus was investigated by chromatin immunoprecipitation quantitative polymerase chain reaction analysis.Human CD34(+) cells in the serum-free medium undergo near synchronous erythroid differentiation to yield large amount of cells at different differentiation stages. We observe distinct patterns of the histone modifications and transcription factor binding at the alpha-globin locus during erythroid differentiation of CD34(+) cells. Nuclear factor erythroid-derived 2 (NF-E2) was present at upstream activator sites even before addition of erythropoietin (EPO), while bound GATA-1 was only detectable after EPO treatment. After 7 days of EPO treatment, H3K4Me2 modification uniformly increases throughout the alpha-globin locus. Acetylation at H3K9 and binding of Pol II, NF-E2, and GATA-1 were restricted to certain hypersensitive sites of the enhancer and theta gene, and were conspicuously low at the alpha-like globin promoters. Rearrangement of the insulator binding factor CTCF took place at and around the alpha-globin locus as CD34(+) cells differentiated into erythroid pathway.Our results indicate that remodeling of the upstream elements may be the primary event in activation of alpha-globin gene expression. Activation of alpha-globin genes upon EPO treatment involves initial binding of Pol II, downregulation of pre-existing factors like NF-E2, removal of CTCF from the locus, then rebinding of CTCF in an altered pattern, and concurrent or subsequent binding of transcription factors like GATA-1.

Dataset Information

Computational construction of 3D chromatin ensembles and prediction of functional interactions of alpha-globin locus from 5C data.

Publications

Computational construction of 3D chromatin ensembles and prediction of functional interactions of alpha-globin locus from 5C data.

Similar Datasets

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