Multiscale chromatin dynamics and high entropy in plant iPSC ancestors.
Kinga RutowiczJoel LüthiReinoud de GrootRené HoltackersYauhen YakimovichDiana M PazmiñoOlivier GandrillonLucas PelkmansCélia BarouxPublished in: Journal of cell science (2024)
Plant protoplasts provide starting material for of inducing pluripotent cell masses that are competent for tissue regeneration in vitro, analogous to animal induced pluripotent stem cells (iPSCs). Dedifferentiation is associated with large-scale chromatin reorganisation and massive transcriptome reprogramming, characterised by stochastic gene expression. How this cellular variability reflects on chromatin organisation in individual cells and what factors influence chromatin transitions during culturing are largely unknown. Here, we used high-throughput imaging and a custom supervised image analysis protocol extracting over 100 chromatin features of cultured protoplasts. The analysis revealed rapid, multiscale dynamics of chromatin patterns with a trajectory that strongly depended on nutrient availability. Decreased abundance in H1 (linker histones) is hallmark of chromatin transitions. We measured a high heterogeneity of chromatin patterns indicating intrinsic entropy as a hallmark of the initial cultures. We further measured an entropy decline over time, and an antagonistic influence by external and intrinsic factors, such as phytohormones and epigenetic modifiers, respectively. Collectively, our study benchmarks an approach to understand the variability and evolution of chromatin patterns underlying plant cell reprogramming in vitro.
Keyphrases
- gene expression
- dna damage
- genome wide
- transcription factor
- single cell
- dna methylation
- high throughput
- induced pluripotent stem cells
- stem cells
- induced apoptosis
- high resolution
- machine learning
- oxidative stress
- magnetic resonance
- cell therapy
- signaling pathway
- endoplasmic reticulum stress
- bone marrow
- microbial community
- wastewater treatment
- data analysis