Browse
Submit Data
Databases
API
Help

Dataset Information

0 Views

0 Connections

0 Citations

0 Reanalyses

0 Downloads

Omics score: 0

Tracing the evolution of single-cell 3D genomes in Kras-driven cancers

ABSTRACT: Although three-dimensional (3D) genome structures are altered in cancer cells, little is known about how these changes evolve and diversify during cancer progression. Leveraging genome-wide chromatin tracing to visualize 3D genome folding directly in tissues, we generated 3D genome cancer atlases of oncogenic Kras-driven murine lung and pancreatic adenocarcinoma. Our data reveal stereotypical, non-monotonic, and stage-specific alterations in 3D genome folding compaction, heterogeneity, and compartmentalization as cancers progress from normal to preinvasive and ultimately to invasive tumors, discovering a potential structural bottleneck in early tumor progression. Remarkably, 3D genome architectures distinguish morphologic cancer states in single cells, despite considerable cell-to-cell heterogeneity. Gene-level analyses of evolutionary changes in 3D genome compartmentalization not only showed that compartment-associated genes are more homogeneously regulated but also elucidated prognostic and dependency genes in lung adenocarcinoma and a previously unappreciated role for polycomb-group protein Rnf2 in 3D genome regulation. Our results demonstrate the utility of mapping the single-cell cancer 3D genome in tissues and illuminate its potential to identify new diagnostic, prognostic, and therapeutic biomarkers in cancer.

ORGANISM(S): Mus musculus

PROVIDER: GSE295857 | GEO | 2025/05/02

REPOSITORIES: GEO

ACCESS DATA

Json Xml

Dataset's files

Source:

			Action	DRS
		Other

Items per page:

1 - 1 of 1

Similar Datasets

TADs are 3D structural units of higher-order chromosome organization in Drosophila [S2R+]

Project description:Deciphering the rules of genome folding in the cell nucleus is essential in order to understand its functions. Recent Hi-C studies have revealed that the genome is partitioned into topologically associating domains (TADs), which demarcate functional epigenetic domains defined by combinations of specific chromatin marks. However, whether TADs are true physical units in each cell nucleus, or whether they reflect statistical frequencies of measured interactions within cell populations is unclear. Here, using a combination of Hi-C, 3D-Fluorescent In Situ Hybridization (3D-FISH), super-resolution microscopy and polymer modeling, we provide an integrative view of chromatin folding in Drosophila. We observed that repressed TADs form a succession of discrete nano-compartments, interspersed by less condensed active regions. Single-cell analysis revealed a consistent TAD-based physical compartmentalization of the chromatin fiber, with some degree of heterogeneity in intra-TAD conformations and in cis and trans inter-TAD contact events. These results indicate that TADs are fundamental 3D genome units that engage in dynamic higher-order inter-TAD connections. This domain-based architecture is likely to play a major role in regulatory transactions during DNA-dependent processes.

2018-01-03 | GSE99104 | GEO

TADs are 3D structural units of higher-order chromosome organization in Drosophila [ph]

2018-01-03 | GSE99106 | GEO

TADs are 3D structural units of higher-order chromosome organization in Drosophila [male]

2018-01-03 | GSE99105 | GEO

Precision-engineered organoids of the human fallopian tube

Project description:The fallopian tubes are essential to several physiological and pathological processes from pregnancy to ovarian cancer. However, current in vitro models to study their pathophysiology were validated using two-dimensional (2D) tissue sections and measuring the organoid response to female hormone stimulation. These analyses overlook the 3D heterogeneity of the tissue and the fallopian tube mechanical function (transport of an oocyte). We developed a multi-compartment organoid model of the human fallopian tube that was meticulously tuned to reflect the compartmentalization and heterogeneity of the tissue composition. We validated the proteome, cilia-driven transport function, and architectural accuracy of this organoid through a novel platform wherein organoids are quantitatively compared to a 3D single-cell resolution reference map of a healthy, transplantation-quality human fallopian tube. This organoid model was precision-engineered using our iterative platform to resemble the cellular and extracellular proteome, biological function, and 3D microanatomy of the human fallopian tube.

2023-08-12 | MSV000092646 | MassIVE

Molecular heterogeneity and commonalities in pancreatic cancer precursors with gastric and intestinal phenotype

Project description:A comparative morpho-genetic analysis of PDAC precursors aiming at dissecting the process of carcinogenesis and tackling the heterogeneity of preinvasive lesions was performed

2022-08-20 | GSE210351 | GEO

SETDB1 Fuels the Lung Cancer Phenotype by Modulating Epigenome, 3D Genome Organization, and Chromatin Mechanical Properties

Project description:Imbalance in the finely orchestrated system of chromatin-modifying enzymes is a hallmark of many pathologies such as cancers, since causing the affection of the epigenome and transcriptional reprogramming. Here, we demonstrate that a loss-of function mutation of the major histone lysine methyltransferases SETDB1 possessing oncogenic activity in lung cancer cells leads to broad changes in the overall architecture and mechanical properties of the nucleus through redistribution of heterochromatin genome-wide, which perturbs chromatin spatial compartmentalization. Together with the enforced activation of the epithelial expression program, cytoskeleton remodeling, reduced proliferation rate, and restricted cellular migration, this leads to the reversed oncogenic potential of lung adenocarcinoma cells. These results emphasize an essential role of chromatin architecture in the determination of oncogenic programs and illustrate a relationship between gene expression, epigenome, 3D genome, and nuclear mechanics.

2022-03-29 | GSE168233 | GEO

Selective compartmentalization in condensin-depleted mitotic chromosomes [Hi-C II]

Project description:During mitosis, condensin activity is thought to disrupt interphase chromatin structures. Here, we utilize condensin-deficient mitotic chromosomes as a unique architectural platform to further investigate genome folding principles. Upon condensin loss, compartments progressively emerge in mitotic chromosomes. Euchromatin diverges into two different compartments A1 and A2, the former of which shows strong homotypic interactions while the latter exhibit reduced self-aggregation. Constitutive heterochromatin (B1) displays reduced level of compartmentalization and the normally inert facultative heterochromatin (B2) participates to compartmentalize the genome. Dynamically, A1 compartment is established remarkably fast with similarly efficient separation from B1 while reformation of B1 is delayed, implying that A1 self-attraction is the engine to compartmentalizalize the condensin-depleted mitotic chromosomes. Notified by the mitotic compartmentalization of B1 which lacks HP1 binding, we sought to explore the role of HP1 proteins in genome folding and demonstrat that HP1& are dispensible for chromatin structural restoration during cell divison. Our observations unveil delicate patterns and novel principles of genome compartmentalization that are otherwise hidden in interphase cells.

2023-11-22 | GSE247575 | GEO

Selective compartmentalization in condensin-depleted mitotic chromosomes [HiC-C]

2023-11-22 | GSE228395 | GEO

Selective compartmentalization in condensin-depleted mitotic chromosomes [ChIP-seq II]

2023-11-22 | GSE248254 | GEO

Selective compartmentalization in condensin-depleted mitotic chromosomes [Hi-C]

2023-11-22 | GSE229179 | GEO