Biology subjects

Golloshi, R.

Publications and source records attributed to Golloshi, R..

6 recordsLinked to original sources

bioRxiv2024

Polymer Model Integrates Super-Resolution Imaging and Epigenomic Sequencing to Elucidate the Role of Epigenetic Reactions in Shaping 4D Chromatin Organization

Chromatin, with its complex spatial and temporal organization, plays a crucial role in regulating gene expression. Recent advancements in super-resolution microscopy have revealed that nanoscale domains of heterochromatin (repressed segments) embedded within a euchromatin (active segments) background are fundamental units of 3D chromatin organization. In tissue-resident cells, the size of these heterochromatin domains varies with the microenvironment, particularly its stiffness, and chromatin organization is also influenced by pharmacological and epigenetic drugs. However, the mechanisms governing heterochromatin domain size under various conditions and their impact on gene expression remain unclear. To address this knowledge gap, we have developed a dynamic, next-generation sequencing informed chromatin copolymer model. Our model simulates the spatiotemporal evolution of chromatin, driven by passive diffusion and active epigenetic reactions, which interconvert euchromatin and heterochromatin. By integrating chromatin-chromatin interaction energetics and diffusion-reaction dynamics, we predict the formation of nanoscale heterochromatin-rich domains and establish a scaling relationship between their size and the modulation of epigenetic reaction rates. Additionally, our model predicts that epigenetic and chromatin compaction changes in response to changes in global reaction rates occur predominantly at domain boundaries. We validated these predictions via Hi-C contact map analysis and super-resolution imaging of hyperacetylated melanoma cells. Subsequent RNA-seq analysis suggested a pivotal role of these epigenetic shifts in influencing the metastatic potential of these cells. We further validated our mesoscale findings against chromatin rearrangement in hMSCs, which exhibit sensitivity of epigenetic reaction rates to changes in microenvironmental stiffness. Finally, we evaluated the effects of cycling of epigenetic reaction rates in silico, mimicking the cellular transition to different extracellular conditions, and back again. This finding reveals a cell-type invariant mechanism driven by domain boundaries, whereby chromatin organization guides epigenetic memory formation. Our findings show that chromatin reorganization in response to changes in epigenetic reaction rates resulting from alterations in the microenvironment, drug exposure and disease progression impacts both immediate cellular responses and long-term epigenetic memory.

biophysics↗

bioRxiv2024

Deciphering Pre-existing and Induced 3D Genome Architecture Changes involved in Constricted Melanoma Migration

Metastatic cancer cells traverse constricted spaces that exert forces on their nucleus and the genomic contents within. Cancerous tumors are highly heterogeneous and not all cells within them can achieve such a feat. Here, we investigated what initial genome architecture characteristics favor the constricted migratory ability of cancer cells and which arise only after passage through multiple constrictions. We identified a cell surface protein (ITGB4) whose expression correlates with increased initial constricted migration ability in human melanoma A375 cells. Sorting out this subpopulation allowed us to identify cellular and nuclear features that pre-exist and favor migration, as well as alterations that only appear after cells have passed through constrictions. We identified specific genomic regions that experienced altered genome spatial compartment profiles only after constricted migration. Our study reveals 3D genome structure contributions to both selection and induction mechanisms of cell fate change during cancer metastasis.

cell biology↗

bioRxiv2021

Loops, TADs, Compartments, and Territories are Elastic and Robust to Dramatic Nuclear Volume Swelling

Layers of genome organization are becoming increasingly better characterized, but less is known about how these structures respond to perturbation or shape changes. Low-salt swelling of isolated chromatin fibers or nuclei has been used for decades to investigate the structural properties of chromatin. But, visible changes in chromatin appearance have not been linked to known building blocks of genome structure or features along the genome sequence. We combine low-salt swelling of isolated nuclei with genome-wide chromosome conformation capture (Hi-C) and imaging approaches to probe the effects of chromatin extension genome-wide. Photoconverted patterns on nuclei during expansion and contraction indicate that global genome structure is preserved after dramatic nuclear volume swelling, suggesting a highly elastic chromosome topology. Hi-C experiments before, during, and after nuclear swelling show changes in average contact probabilities at short length scales, reflecting the extension of the local chromatin fiber. But, surprisingly, during this large increase in nuclear volume, there is a striking maintenance of loops, TADs, active and inactive compartments, and chromosome territories. Subtle differences after expansion are observed, suggesting that the local chromatin state, protein interactions, and location in the nucleus can affect how strongly a given structure is maintained under stress. From these observations, we propose that genome topology is robust to extension of the chromatin fiber and isotropic shape change, and that this elasticity may be beneficial in physiological circumstances of changes in nuclear size and volume.

genomics↗

bioRxiv2019

Constricted migration contributes to persistent 3D genome structure changes associated with an invasive phenotype in melanoma cells

To spread from a localized tumor, metastatic cancer cells must squeeze through constrictions that cause major nuclear deformations. Since chromosome structure affects nucleus stiffness, gene regulation and DNA repair, here we investigate the relationship between 3D genome structure and constricted migration in cancer cells. Using melanoma (A375) cells, we identify phenotypic differences in cells that have undergone multiple rounds of constricted migration. These cells display a stably higher migration efficiency, elongated morphology, and differences in the distribution of Lamin A/C and heterochromatin. Hi-C experiments reveal differences in chromosome spatial compartmentalization specific to cells that have passed through constrictions and related alterations in expression of genes associated with migration and metastasis. Certain features of the 3D genome structure changes, such as a loss of B compartment interaction strength, are consistently observed after constricted migration in clonal populations of A375 cells and in MDA-MB-231 breast cancer cells. Our observations suggest that consistent types of chromosome structure changes are induced or selected by passage through constrictions and that these may epigenetically encode stable differences in gene expression and cellular migration phenotype.

systems biology↗

bioRxiv2019

Radiation-Induced DNA Damage and Repair Effects on 3D Genome Organization

The three-dimensional structure of chromosomes plays an important role in gene expression regulation and also influences the repair of radiation-induced DNA damage. Genomic aberrations that disrupt chromosome spatial domains can lead to diseases including cancer, but how the 3D genome structure responds to DNA damage is poorly understood. Here, we investigate the impact of DNA damage response and repair on 3D genome folding using Hi-C experiments on wild type cells and ataxia telangiectasia mutated (ATM) patient cells. Fibroblasts, lymphoblasts, and ATM-deficient fibroblasts were irradiated with 5 Gy X-rays and Hi-C was performed after 30 minutes, 24 hours, or 5 days after irradiation. 3D genome changes after irradiation were cell type-specific, with lymphoblastoid cells generally showing more contact changes than irradiated fibroblasts. However, all tested repair-proficient cell types exhibited an increased segregation of topologically associating domains (TADs). This TAD boundary strengthening after irradiation was not observed in ATM deficient fibroblasts and may indicate the presence of a mechanism to protect 3D genome structure integrity during DNA damage repair.

genomics↗

bioRxiv2018

Iteratively Improving Hi-C Experiments One Step at a Time

The 3D organization of eukaryotic chromosomes affects key processes such as gene expression, DNA replication, cell division, and response to DNA damage. The genome-wide chromosome conformation capture (Hi-C) approach can characterize the landscape of 3D genome organization by measuring interaction frequencies between all genomic regions. Hi-C protocol improvements and rapid advances in DNA sequencing power have made Hi-C useful to diverse biological systems, not only to elucidate the role of 3D genome structure in proper cellular function, but also to characterize genomic rearrangements, assemble new genomes, and consider chromatin interactions as potential biomarkers for diseases. Yet, the Hi-C protocol is still complex and subject to variations at numerous steps that can affect the resulting data. Thus, there is still a need for better understanding and control of factors that contribute to Hi-C experiment success and data quality. Here, we evaluate recently proposed Hi-C protocol modifications as well as often overlooked variables in sample preparation and examine their effects on Hi-C data quality. We examine artifacts that can occur during Hi-C library preparation, including microhomology-based artificial template copying and chimera formation that can add noise to the downstream data. Exploring the mechanisms underlying Hi-C artifacts pinpoints steps that should be further optimized in the future. To improve the utility of Hi-C in characterizing the 3D genome of specialized populations of cells or small samples of primary tissue, we identify steps prone to DNA loss which should be optimized to adapt Hi-C to lower cell numbers.\n\nHighlights3 to 5 bullet points (maximum 85 characters, including spaces, per bullet point)\n\nO_LIVariability in Hi-C libraries can arise from early steps of cell preparation\nC_LIO_LIHi-C 2.0 changes to interaction capture steps also benefit 6-cutter libraries\nC_LIO_LIArtificial molecule fusions can arise during end repair and PCR, increasing noise\nC_LIO_LICommon causes of Hi-C DNA loss identified for future optimization\nC_LI

genomics↗