ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026
The Interplay of Curvature, Geometry, and Topology Shapes Tissue Organisation in Epithelial Shells.
Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
Abstract
During morphogenesis, multicellular patterns emerge from coordinated processes at the single-cell level. This is characterised in flat epithelial layers, where average neighbour distributions follow conserved arrangements. However, less is known about how curvature defines tissue architecture. Epithelial shells constitute a critical structural stage in early mammalian embryonic development. Our analysis reveals how the closed, curved geometry of epithelial shells limits their 3D organisation. Here, we designed computational models that predict shell surface topology across different cell numbers. To validate the model, MDCK cysts with precise cell-level segmentation were analysed. Our results show that more pentagons are required to accommodate higher curvature per cell patch, a restriction also observed in early mouse embryos. Small cysts and embryos exhibited a restricted subset of polygon configurations, predominantly those maximising the area-to-perimeter ratio. We conclude that epithelial shells are organised under general rules mirroring other natural cages, revealing that geometric and curvature constraints guide early epithelial organisation.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.