Biochemical properties of chromatin domains define genome compartmentalization.
Federica LuciniCristiano PetriniElisa SalviatoKoustav PalValentina RostiFrancesca GoriniPhilina SantarelliRoberto QuadriGiovanni LemboGiulia GrazianoEmanuele Di Patrizio SoldateschiIlario TagliaferriEva PinatelEndre SebestyénLuca RottaFrancesco GentileValentina VairaChiara LanzuoloFrancesco FerrariPublished in: Nucleic acids research (2024)
Chromatin three-dimensional (3D) organization inside the cell nucleus determines the separation of euchromatin and heterochromatin domains. Their segregation results in the definition of active and inactive chromatin compartments, whereby the local concentration of associated proteins, RNA and DNA results in the formation of distinct subnuclear structures. Thus, chromatin domains spatially confined in a specific 3D nuclear compartment are expected to share similar epigenetic features and biochemical properties, in terms of accessibility and solubility. Based on this rationale, we developed the 4f-SAMMY-seq to map euchromatin and heterochromatin based on their accessibility and solubility, starting from as little as 10 000 cells. Adopting a tailored bioinformatic data analysis approach we reconstruct also their 3D segregation in active and inactive chromatin compartments and sub-compartments, thus recapitulating the characteristic properties of distinct chromatin states. A key novelty of the new method is the capability to map both the linear segmentation of open and closed chromatin domains, as well as their compartmentalization in one single experiment.
Keyphrases
- genome wide
- gene expression
- dna damage
- transcription factor
- dna methylation
- data analysis
- clinical trial
- induced apoptosis
- stem cells
- oxidative stress
- mesenchymal stem cells
- cell therapy
- bone marrow
- machine learning
- endoplasmic reticulum stress
- rna seq
- smoking cessation
- mass spectrometry
- convolutional neural network
- high throughput sequencing