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Biology subjects

Szleifer, I. G.

Publications and source records attributed to Szleifer, I. G..

3 recordsLinked to original sources

Leveraging chromatin packing domains to target chemoevasion in vivo

Cancer cells exhibit a remarkable resilience to cytotoxic stress, often adapting through transcriptional changes linked to alterations in chromatin structure. In several types of cancer, these adaptations involve epigenetic modifications and restructuring of topologically associating domains (TADs). However, the underlying principles by which chromatin architecture facilitates such adaptability across different cancers remain poorly understood. To investigate the role of chromatin in this process, we developed a physics-based mechanistic model that connects chromatin organization to cell fate decisions, specifically survival following chemotherapy. Our model builds on the observation that chromatin forms packing domains, which influence transcriptional efficiency through macromolecular crowding. The model accurately predicts chemoevasion in vitro, suggesting that changes in packing domains affect the likelihood of survival. Consistent results across diverse cancer types indicate that the model captures fundamental principles of chromatin-mediated adaptation, independent of the specific cancer or chemotherapy mechanisms involved. Based on these insights, we hypothesized that compounds capable of modulating packing domains, termed Transcriptional Plasticity Regulators (TPRs), could prevent cellular adaptation to chemotherapy. Using live-cell chromatin imaging, we conducted a compound screen that identified several TPRs which synergistically enhanced chemotherapyinduced cell death. The most effective TPR significantly improved therapeutic outcomes in a patient-derived xenograft (PDX) model of ovarian cancer. These findings underscore the central role of chromatin in cellular adaptation to cytotoxic stress and present a novel framework for enhancing cancer therapies, with broad potential across multiple cancer types.

biophysics↗

Chromatin packing domains persist after RAD21 depletion in 3D.

Understanding chromatin organization requires integrating measurements of genome connectivity and physical structure. Prior work demonstrates that RAD21 depletion results in the complete loss of topologically associated and loop domains on Hi-C, but the corresponding change in physical structure has not been studied using electron microscopy. Pairing chromatin scanning transmission electron tomography with Hi-C, we study the role of cohesin in regulating the spatially resolved, conformationally defined chromatin packing domains. We find that only 20% of packing domains are lost on electron microscopy upon RAD21 depletion with the effect primarily on small, poorly packed (nascent) domains. Overall, this contrasts with the prevailing understanding of genome regulation, indicating that while cohesin influences domain formation, non-cohesin mediated mechanisms predominantly regulate the 3D genomic physical structure.

genomics↗

Chromatin forms nanoscale three-dimensional packing domains with fractal-like scaling behavior in vitro

Chromatin organization over a wide range of length scales plays a critical role in the regulation of transcription and deciphering the interplay of these processes requires high-resolution, three-dimensional, quantitative imaging of chromatin structure in vitro. Herein, we introduce ChromSTEM, a method that utilizes high angle annular dark-field imaging and tomography in scanning transmission electron microscopy combined with DNA-specific staining for electron microscopy. We utilized ChromSTEM to quantify chromatin structure in cultured cells and the statistical packing behavior of the chromatin polymer. Using chromatin mass and density analysis, we observed that chromatin forms spatially well-defined higher-order domains which are around 100 nm in radius, with a radially decreasing mass-density from the center to the periphery. Although the morphological properties of the domains vary within the same cell line, they seem to exhibit greater heterogeneity across cell lines, underlying a potential role of statistical chromatin packing in regulating cell-type-specific gene expression.

genomics↗