Stem Cell Differentiation Disperses Transcriptional Clusters via a Conserved Surface‐Condensate Trajectory

Stem cells exhibit exceptionally prominent transcriptional clusters, which dissolve with progressing differentiation. Although these clusters are assigned central roles in embryonic gene regulation, their formation and loss during differentiation remain poorly understood. This study reveals that these prominent clusters disperse along a conserved trajectory in mouse embryonic stem cells, fruit fly testes, and zebrafish embryos. Imaging and lattice simulations show that these clusters form via surface condensation on H3K27ac-marked super-enhancer regions, which act as genomic scaffolds. Upon differentiation, partial loss of these active epigenetic marks and transcription-driven unfolding lead to dispersal of the prominent clusters. The block copolymer-based lattice simulations explain this process as a conserved trajectory through a three-dimensional state space, governed by surface condensation principles that extend beyond canonical liquid-liquid phase separation. This work marks surface condensation as a biophysical mechanism for the dynamic organization of stem cell-specific transcriptional hubs and demonstrates evolutionary conservation in several organisms. By uncovering a conserved biophysical mechanism for transcriptional organization in development, our work illustrates how polymer properties can contribute to the control of cell identity and fate.

Authors

Institutions

Publication Details

Journal
Advanced Science
Published
2026-06-09
DOI
https://doi.org/10.1002/advs.75924
Primary Topic
RNA Research and Splicing
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Stem Cell Differentiation Disperses Transcriptional Clusters via a Conserved Surface‐Condensate Trajectory

Agnieszka Pancholi, Marcel Piepers, Priya Kumar, Ana Miguel Fernandes et al.
Advanced Science
RNA Research and Splicing
article

Stem Cell Differentiation Disperses Transcriptional Clusters via a Conserved Surface‐Condensate Trajectory

Agnieszka Pancholi, Marcel Piepers, Priya Kumar, Ana Miguel Fernandes, Vasily Zaburdaev, Lennart Hilbert, Carmelo Ferrai, Tim Klingberg, Sylvia Erhardt, Stephan Allgeier, Marcel Sobucki, Irina Wachter, Yomna Gohar, Elisa Kämmer, Süheyla Eroğlu-Kayıkçı, Yuzhi Bao, Alicia Günthel, Matthias Akyel, Alica Schmidt-Heydt
article en

Abstract

Stem cells exhibit exceptionally prominent transcriptional clusters, which dissolve with progressing differentiation. Although these clusters are assigned central roles in embryonic gene regulation, their formation and loss during differentiation remain poorly understood. This study reveals that these prominent clusters disperse along a conserved trajectory in mouse embryonic stem cells, fruit fly testes, and zebrafish embryos. Imaging and lattice simulations show that these clusters form via surface condensation on H3K27ac-marked super-enhancer regions, which act as genomic scaffolds. Upon differentiation, partial loss of these active epigenetic marks and transcription-driven unfolding lead to dispersal of the prominent clusters. The block copolymer-based lattice simulations explain this process as a conserved trajectory through a three-dimensional state space, governed by surface condensation principles that extend beyond canonical liquid-liquid phase separation. This work marks surface condensation as a biophysical mechanism for the dynamic organization of stem cell-specific transcriptional hubs and demonstrates evolutionary conservation in several organisms. By uncovering a conserved biophysical mechanism for transcriptional organization in development, our work illustrates how polymer properties can contribute to the control of cell identity and fate.

Advanced Science
Karlsruhe Institute of Technology (DE), FIZ Karlsruhe – Leibniz Institute for Information Infrastructure (DE), Friedrich-Alexander-Universität Erlangen-Nürnberg (DE), Max Delbrück Center (DE), Humboldt-Universität zu Berlin (DE), Universitätsmedizin Göttingen (DE), Kerntechnische Entsorgung Karlsruhe (Germany) (DE)
Carl-Zeiss-Stiftung, Karlsruhe Institute of Technology, Helmholtz-Gemeinschaft, Deutsche Forschungsgemeinschaft, Else Kröner-Fresenius-Stiftung, Friedrich Naumann Stiftung
Life in Land
Openalex Percentile: Top 10%
RNA Research and Splicing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.