Background: Network analysis is a powerful way of modeling chromatin interactions. Assortativity is a network property used in social sciences to identify factors affecting how people establish social ties. We propose a new approach, using chromatin assortativity, to integrate the epigenomic landscape of a specific cell type with its chromatin interaction network and thus investigate which proteins or chromatin marks mediate genomic contacts.
Results: We use high-resolution promoter capture Hi-C and Hi-Cap data as well as ChIA-PET data from mouse embryonic stem cells to investigate promoter-centered chromatin interaction networks and calculate the presence of specific epigenomic features in the chromatin fragments constituting the nodes of the network. We estimate the association of these features with the topology of four chromatin interaction networks and identify features localized in connected areas of the network. Polycomb group proteins and associated histone marks are the features with the highest chromatin assortativity in promoter-centered networks. We then ask which features distinguish contacts amongst promoters from contacts between promoters and other genomic elements. We observe higher chromatin assortativity of the actively elongating form of RNA polymerase 2 (RNAPII) compared with inactive forms only in interactions between promoters and other elements.
Conclusions: Contacts among promoters and between promoters and other elements have different characteristic epigenomic features. We identify a possible role for the elongating form of RNAPII in mediating interactions among promoters, enhancers, and transcribed gene bodies. Our approach facilitates the study of multiple genome-wide epigenomic profiles, considering network topology and allowing the comparison of chromatin interaction networks.
Download full-text PDF |
Source |
---|---|
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4939006 | PMC |
http://dx.doi.org/10.1186/s13059-016-1003-3 | DOI Listing |
Cell
April 2024
Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Department of Pediatrics, and Howard Hughes Medical Institute, Boston Children's Hospital, Boston, MA 02115, USA; Departments of Pediatrics and Neurology, Harvard Medical School, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA. Electronic address:
Characterizing somatic mutations in the brain is important for disentangling the complex mechanisms of aging, yet little is known about mutational patterns in different brain cell types. Here, we performed whole-genome sequencing (WGS) of 86 single oligodendrocytes, 20 mixed glia, and 56 single neurons from neurotypical individuals spanning 0.4-104 years of age and identified >92,000 somatic single-nucleotide variants (sSNVs) and small insertions/deletions (indels).
View Article and Find Full Text PDFNature
July 2022
Department of Immunology, St Jude Children's Research Hospital, Memphis, TN, USA.
The identification of mechanisms to promote memory T (T) cells has important implications for vaccination and anti-cancer immunotherapy. Using a CRISPR-based screen for negative regulators of T cell generation in vivo, here we identify multiple components of the mammalian canonical BRG1/BRM-associated factor (cBAF). Several components of the cBAF complex are essential for the differentiation of activated CD8 T cells into T effector (T) cells, and their loss promotes T cell formation in vivo.
View Article and Find Full Text PDFTrends Biochem Sci
July 2022
Division of Experimental Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy. Electronic address:
PML is a stress-responsive protein that coordinates assembly of phase-separated nuclear aggregates, known as PML nuclear bodies (PML-NBs), where a large number of protein interactors and chromatin processes are finely regulated. Tampering with the PML gene produces a variety of phenotypic consequences that include promoting or interfering with tumor progression but the molecular underpinnings of PML pleiotropy are still elusive. In this review, we explore the contribution of PML splicing isoforms to PML-NB assorted activities.
View Article and Find Full Text PDFNucleic Acids Res
November 2021
Epithelial Carcinogenesis Group, Spanish National Cancer Research Centre (CNIO), 28029 Madrid, Spain.
Cohesin exists in two variants containing STAG1 or STAG2. STAG2 is one of the most mutated genes in cancer and a major bladder tumor suppressor. Little is known about how its inactivation contributes to tumorigenesis.
View Article and Find Full Text PDFExp Ther Med
November 2021
College of Traditional Chinese Medicine, Jinan University, Guangzhou, Guangdong 510632, P.R. China.
The aim of the present study was to assess the protective effects of 18β-GA against hydrogen peroxide (HO)-induced injury. First, the SMILES annotation for 18β-GA was used to search PubChem and for reverse molecular docking in Swiss Target Prediction, the Similarity Ensemble Approach Search Server and the TargetNet database to obtain potential targets. Injury-related molecules were obtained from the GeneCards database and the predicted targets of 18β-GA for injury treatment were selected by Wayne diagram analysis.
View Article and Find Full Text PDFEnter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!