Computational modelling of DNA compartmentalization via liquid-liquid phase separation
Lead Research Organisation:
UNIVERSITY OF CAMBRIDGE
Department Name: Chemistry
Abstract
One of the big open challenges in biology today is deciphering how the genome is organized in space and how this organization influences its function. Inside Eukaryotic cells, genomic DNA is densely packed together with histone proteins into a remarkable structure known as chromatin. The basic unit of chromatin is the nucleosome, an octamer of proteins around which the DNA is wrapped. In the past three years, liquid-liquid phase separation of chromatin, and its associated multivalent biomolecules, has gained acceptance as a fundamental organizing principle of the cell nucleus. Because chromatin phase separation is a collective phenomena, linking biophysical features of individual nucleosomes to its modulation remains an open challenge. My proposal will build on the expertise of the Collepardo group to understand the role of liquidliquid phase separation on chromatin organization during the formation of 'transcription factories'. Particularly, I will focus on how transcription factors affect chromatin architecture. We hypothesize that by deforming nucleosomes, different transcription factors, like Oct4 and SOX2, can transform the nucleosome valencies differently and purposely change the stability of condensates. My proposal aims to investigate if/how transcription factors might offer an additional mechanism to control intranuclear phase separation and condensate functions. By using a combination of in-vivo data and the multiscale simulation approaches, we aim to uncover the biophysical mechanisms that dictate the spatiotemporal modulation of chromatin structure inside multicomponent phaseseparated droplets rich in coactivators, resolving individual nucleosomes and proteins inside phase-separated droplets
Publications

Orsetti A
(2024)
Structural dynamics in chromatin unraveling by pioneer transcription factors
in Biophysical Reviews
Description | We have refined our simulation methods to investigate the modulation of chromatin structure by pioneer transcription factors. Taking Oct4 as a case study, we have discovered that the role of Oct4 in enhancing chromatin accessibility is tightly coupled with its role in facilitating nucleosome breathing. The results are currently being written for publication. |
Exploitation Route | Our new methods can be used by anyone to investigate the modulation of chromatin nanostructure by unspecific binding of chromatin binding proteins. |
Sectors | Healthcare Pharmaceuticals and Medical Biotechnology |
Description | The PI has given 4 talks in India (1), Mexico (2) and UK (primary state school) aimed at encouraging students from underrepresented backgrounds in STEM, to pursue studies in STEM. During the talks, the PI showcased the results of this project. |
First Year Of Impact | 2023 |
Sector | Education |
Impact Types | Societal |
Description | Collaboration with the Dean Lab |
Organisation | John Innes Centre |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | In this collaboration with the Caroline Dean Research group we have used our computational models and MD simulations to understand how the chromatin structure of the FLC gene locus is changed between winter and summer. |
Collaborator Contribution | The Caroline Dean group have produced bioinformatics data collected from plants that can help inform our models of the equilibrium positions of the nucleosomes both in the warm and cold conditions. |
Impact | A manuscript currently in preparation has resulted from this collaboration. We are currently designing new experiments for a second scientific journal article. |
Start Year | 2023 |
Description | The Chromatin Consortium |
Organisation | Austrian Academy of Sciences |
Department | Institute of Molecular Biotechnology |
Country | Austria |
Sector | Academic/University |
PI Contribution | Together with some members of the Collepardo Lab, we started a scientific collaboration in the Marine Biology Lab, in Woods Hole, MA, US. Together with the Rosen, Gerlich, and Redding labs, we designed experiments to understand how phase separation regulates chromatin organisation in the cell nucleus. In particular, our group generated computational models and ran molecular dynamics simulations to provide a physicochemical understanding of the processes observed in-vitro, while also generating new hypotheses that were later on tested in the wet lab. |
Collaborator Contribution | The Rosen and Redding labs provided their expertise in reconstituting chromatin in-vitro and studying it through several state-of-the-art fluorescent microscopy techniques. Additionally, the Redding lab helped testing the viscoelastic properties of chromatin condensates with the help of optical traps. The Gerlich lab provided their expertise in using in-house reagents and fluorescent microscopy techniques to study chromatin, as well as relating our findings to in-cell work carried on at their home facility in Vienna. |
Impact | Several manuscripts coming from this collaboration are currently being prepared. This collaboration is multi-disciplinary, covering experts from Theoretical Chemistry, Biophysics, Biochemistry, Cell Biology and Genetics. |
Start Year | 2023 |
Description | The Chromatin Consortium |
Organisation | University of Massachusetts |
Department | University of Massachusetts Medical School |
Country | United States |
Sector | Academic/University |
PI Contribution | Together with some members of the Collepardo Lab, we started a scientific collaboration in the Marine Biology Lab, in Woods Hole, MA, US. Together with the Rosen, Gerlich, and Redding labs, we designed experiments to understand how phase separation regulates chromatin organisation in the cell nucleus. In particular, our group generated computational models and ran molecular dynamics simulations to provide a physicochemical understanding of the processes observed in-vitro, while also generating new hypotheses that were later on tested in the wet lab. |
Collaborator Contribution | The Rosen and Redding labs provided their expertise in reconstituting chromatin in-vitro and studying it through several state-of-the-art fluorescent microscopy techniques. Additionally, the Redding lab helped testing the viscoelastic properties of chromatin condensates with the help of optical traps. The Gerlich lab provided their expertise in using in-house reagents and fluorescent microscopy techniques to study chromatin, as well as relating our findings to in-cell work carried on at their home facility in Vienna. |
Impact | Several manuscripts coming from this collaboration are currently being prepared. This collaboration is multi-disciplinary, covering experts from Theoretical Chemistry, Biophysics, Biochemistry, Cell Biology and Genetics. |
Start Year | 2023 |
Description | The Chromatin Consortium |
Organisation | University of Texas Southwestern Medical Center |
Country | United States |
Sector | Academic/University |
PI Contribution | Together with some members of the Collepardo Lab, we started a scientific collaboration in the Marine Biology Lab, in Woods Hole, MA, US. Together with the Rosen, Gerlich, and Redding labs, we designed experiments to understand how phase separation regulates chromatin organisation in the cell nucleus. In particular, our group generated computational models and ran molecular dynamics simulations to provide a physicochemical understanding of the processes observed in-vitro, while also generating new hypotheses that were later on tested in the wet lab. |
Collaborator Contribution | The Rosen and Redding labs provided their expertise in reconstituting chromatin in-vitro and studying it through several state-of-the-art fluorescent microscopy techniques. Additionally, the Redding lab helped testing the viscoelastic properties of chromatin condensates with the help of optical traps. The Gerlich lab provided their expertise in using in-house reagents and fluorescent microscopy techniques to study chromatin, as well as relating our findings to in-cell work carried on at their home facility in Vienna. |
Impact | Several manuscripts coming from this collaboration are currently being prepared. This collaboration is multi-disciplinary, covering experts from Theoretical Chemistry, Biophysics, Biochemistry, Cell Biology and Genetics. |
Start Year | 2023 |