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1.
bioRxiv ; 2023 Mar 29.
Article in English | MEDLINE | ID: mdl-37034577

ABSTRACT

Cis-regulatory elements control gene expression and are dynamic in their structure, reflecting changes to the composition of diverse effector proteins over time1-3. Here we sought to connect the structural changes at cis-regulatory elements to alterations in cellular fate and function. To do this we developed PRINT, a computational method that uses deep learning to correct sequence bias in chromatin accessibility data and identifies multi-scale footprints of DNA-protein interactions. We find that multi-scale footprints enable more accurate inference of TF and nucleosome binding. Using PRINT with single-cell multi-omics, we discover wide-spread changes to the structure and function of candidate cis-regulatory elements (cCREs) across hematopoiesis, wherein nucleosomes slide, expose DNA for TF binding, and promote gene expression. Activity segmentation using the co-variance across cell states identifies "sub-cCREs" as modular cCRE subunits of regulatory DNA. We apply this single-cell and PRINT approach to characterize the age-associated alterations to cCREs within hematopoietic stem cells (HSCs). Remarkably, we find a spectrum of aging alterations among HSCs corresponding to a global gain of sub-cCRE activity while preserving cCRE accessibility. Collectively, we reveal the functional importance of cCRE structure across cell states, highlighting changes to gene regulation at single-cell and single-base-pair resolution.

2.
J Cell Sci ; 134(23)2021 12 01.
Article in English | MEDLINE | ID: mdl-34746948

ABSTRACT

Nucleoporins regulate nuclear transport and are also involved in DNA damage, repair, cell cycle, chromatin organization and gene expression. Here, we studied the role of nucleoporin Nup93 and the chromatin organizer CTCF in regulating expression of the HOXA gene locus during differentiation. ChIP sequencing revealed a significant overlap between Nup93 and CTCF peaks. Interestingly, Nup93 and CTCF are associated with the 3' and 5' HOXA genes, respectively. Depletions of Nup93 and CTCF antagonistically modulate expression levels of 3' and 5' HOXA genes in the undifferentiated human NT2/D1 cell line. Nup93 also regulates the localization of the HOXA gene locus, which disengages from the nuclear periphery upon Nup93 but not CTCF depletion, consistent with its upregulation. The dynamic association of Nup93 and CTCF with the HOXA locus during differentiation correlates with its spatial positioning and expression. Whereas Nup93 tethers the HOXA locus to the nuclear periphery, CTCF potentially regulates looping of the HOXA gene cluster in a temporal manner. In summary, Nup93 and CTCF complement one another in modulating the spatiotemporal dynamics and function of the HOXA gene locus during differentiation. This article has an associated First Person interview with the first authors of the paper.


Subject(s)
Homeodomain Proteins , Nuclear Pore Complex Proteins , CCCTC-Binding Factor/genetics , Cell Differentiation/genetics , Chromatin/genetics , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Humans , Nuclear Pore Complex Proteins/genetics
3.
Science ; 371(6532)2021 02 26.
Article in English | MEDLINE | ID: mdl-33384301

ABSTRACT

Understanding genome organization requires integration of DNA sequence and three-dimensional spatial context; however, existing genome-wide methods lack either base pair sequence resolution or direct spatial localization. Here, we describe in situ genome sequencing (IGS), a method for simultaneously sequencing and imaging genomes within intact biological samples. We applied IGS to human fibroblasts and early mouse embryos, spatially localizing thousands of genomic loci in individual nuclei. Using these data, we characterized parent-specific changes in genome structure across embryonic stages, revealed single-cell chromatin domains in zygotes, and uncovered epigenetic memory of global chromosome positioning within individual embryos. These results demonstrate how IGS can directly connect sequence and structure across length scales from single base pairs to whole organisms.


Subject(s)
Genome, Human , Genome , Sequence Analysis, DNA , Animals , Base Sequence , Cell Nucleus/genetics , Cell Nucleus/ultrastructure , Chromatin/chemistry , Chromatin/ultrastructure , Chromosome Positioning , Chromosomes, Human/ultrastructure , Chromosomes, Mammalian/ultrastructure , Embryo, Mammalian , Embryonic Development , Epigenesis, Genetic , Fibroblasts , High-Throughput Nucleotide Sequencing , Humans , Mice , Single-Cell Analysis , Spatial Analysis
4.
Mol Cell ; 79(6): 881-901, 2020 09 17.
Article in English | MEDLINE | ID: mdl-32768408

ABSTRACT

Nucleosomes package genomic DNA into chromatin. By regulating DNA access for transcription, replication, DNA repair, and epigenetic modification, chromatin forms the nexus of most nuclear processes. In addition, dynamic organization of chromatin underlies both regulation of gene expression and evolution of chromosomes into individualized sister objects, which can segregate cleanly to different daughter cells at anaphase. This collaborative review shines a spotlight on technologies that will be crucial to interrogate key questions in chromatin and chromosome biology including state-of-the-art microscopy techniques, tools to physically manipulate chromatin, single-cell methods to measure chromatin accessibility, computational imaging with neural networks and analytical tools to interpret chromatin structure and dynamics. In addition, this review provides perspectives on how these tools can be applied to specific research fields such as genome stability and developmental biology and to test concepts such as phase separation of chromatin.


Subject(s)
Chromatin/genetics , Chromosomes/genetics , DNA/genetics , Nucleosomes/genetics , DNA Repair/genetics , DNA Replication/genetics , Epigenesis, Genetic/genetics , Humans
5.
Article in English | MEDLINE | ID: mdl-27980680

ABSTRACT

BACKGROUND: The nuclear pore complex (NPC) mediates nuclear transport of RNA and proteins into and out of the nucleus. Certain nucleoporins have additional functions in chromatin organization and transcription regulation. Nup93 is a scaffold nucleoporin at the nuclear pore complex which is associated with human chromosomes 5, 7 and 16 and with the promoters of the HOXA gene as revealed by ChIP-on-chip studies using tiling microarrays for these chromosomes. However, the functional consequences of the association of Nup93 with HOXA is unknown. RESULTS: Here, we examined the association of Nup93 with the HOXA gene cluster and its consequences on HOXA gene expression in diploid colorectal cancer cells (DLD1). Nup93 showed a specific enrichment ~1 Kb upstream of the transcription start site of each of the HOXA1, HOXA3 and HOXA5 promoters, respectively. Furthermore, the association of Nup93 with HOXA was assisted by its interacting partners Nup188 and Nup205. The depletion of the Nup93 sub-complex significantly upregulated HOXA gene expression levels. However, expression levels of a control gene locus (GLCCI1) on human chromosome 7 were unaffected. Three-dimensional fluorescence in situ hybridization (3D-FISH) analyses revealed that the depletion of the Nup93 sub-complex (but not Nup98) disengages the HOXA gene locus from the nuclear periphery, suggesting a potential role for Nup93 in tethering and repressing the HOXA gene cluster. Consistently, Nup93 knockdown increased active histone marks (H3K9ac), decreased repressive histone marks (H3K27me3) on the HOXA1 promoter and increased transcription elongation marks (H3K36me3) within the HOXA1 gene. Moreover, the combined depletion of Nup93 and CTCF (a known organizer of HOXA gene cluster) but not Nup93 alone, significantly increased GLCCI1 gene expression levels. Taken together, this suggests a novel role for Nup93 and its interactors in repressing the HOXA gene cluster. CONCLUSIONS: This study reveals that the nucleoporin Nup93 assisted by its interactors Nup188 and Nup205 mediates the repression of HOXA gene expression.


Subject(s)
Homeodomain Proteins/metabolism , Nuclear Pore Complex Proteins/metabolism , Cell Line, Tumor , Chromatin/metabolism , Chromatin Immunoprecipitation , HeLa Cells , Histones/metabolism , Homeodomain Proteins/genetics , Humans , In Situ Hybridization, Fluorescence , Multigene Family , Nuclear Pore Complex Proteins/antagonists & inhibitors , Nuclear Pore Complex Proteins/genetics , Promoter Regions, Genetic , RNA Interference , RNA, Small Interfering/metabolism , Transcription Elongation, Genetic , Transcription Initiation Site
6.
Chem Commun (Camb) ; 50(78): 11533-5, 2014 Oct 09.
Article in English | MEDLINE | ID: mdl-25133745

ABSTRACT

We describe here hitherto unexplored chemistry of the sulfinate ester functional group as being highly selective towards nucleophilic substitution by thiols at physiological pH. Using this cleavable trigger, an optical thiol probe that is suitable for thiol bioimaging has been developed.


Subject(s)
Sulfhydryl Compounds/chemistry , Sulfinic Acids/chemistry , Cell Line, Tumor , Esters , Fluorescent Dyes/chemistry , Fluorescent Dyes/metabolism , Humans , Microscopy, Confocal , Reactive Oxygen Species/chemistry , Reactive Oxygen Species/metabolism , Spectrometry, Fluorescence , Sulfhydryl Compounds/metabolism
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