Evidence map›Paper›PMID 42146525›Full record

ArticlebioRxiv : the preprint server for biology2026

Quantitative imaging of corneal endothelial development reveals dynamic but resilient monolayer.

R Ramarapu, W R Stoehr, M Miesen, N Amro, S M Thomasy, Rogers Cd

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

R RamarapuDepartment of Anatomy, Physiology, and Cell Biology, University of California, Davis, Davis, CA, USA.ORCID 0000-0002-9126-1585
W R StoehrDepartment of Anatomy, Physiology, and Cell Biology, University of California, Davis, Davis, CA, USA.ORCID 0009-0003-4977-2570
M MiesenDepartment of Anatomy, Physiology, and Cell Biology, University of California, Davis, Davis, CA, USA.
N AmroDepartment of Anatomy, Physiology, and Cell Biology, University of California, Davis, Davis, CA, USA.
S M ThomasyDepartment of Surgical and Radiological Sciences, School of Veterinary Medicine, University of California, 1 Shields Ave., Davis, CA, 95616, USA.ORCID 0000-0001-5617-9677
Rogers CdDepartment of Anatomy, Physiology, and Cell Biology, University of California, Davis, Davis, CA, USA.ORCID 0000-0002-9549-1089

Funding

Modulation of Signal Transduction by Nano-TopographyR01EY016134 · NEI · UNIVERSITY OF WISCONSIN-MADISON · PI MURPHY, CHRISTOPHER JOHN, THOMASY, SARA MICHELLE · 2006 to 2023
$5.1M
Vision Science Training Program: Cornea to CortexT32EY015387 · NEI · UNIVERSITY OF CALIFORNIA DAVIS · PI MARIE E BURNS · 2003 to 2026
$4.8M
Unlocking Corneal Endothelial Regeneration: Novel Therapeutic Strategies for Fuchs' Endothelial Corneal DystrophyR01EY036440 · NEI · UNIVERSITY OF PENNSYLVANIA · PI Panteleimon Rompolas, Sara Michelle Thomasy · 2024 to 2026
$2.1M
Mechanisms of microtubule-mediated cranial neural crest EMT and differentiationR03DE032047 · NIDCR · UNIVERSITY OF CALIFORNIA AT DAVIS · PI ROGERS, CRYSTAL D · 2022 to 2023
$300k
NEI NIH HHS R01 EY016134NEI NIH HHS R01 EY036440NEI NIH HHS T32 EY015387NIDCR NIH HHS R03 DE032047
6 · The paper itself

Abstract

The formation of functional corneal endothelial cells during development requires tight coordination between tissue-scale growth and cell-scale organization, yet how these processes are integrated in three dimensions remains poorly understood. Here, we combine high-resolution confocal imaging with quantitative analysis to reconstruct the morphogenesis of the chick corneal endothelium across embryonic development. Using a pipeline integrating 3D nuclear segmentation, Voronoi-based topological mapping, and spatial statistics, we link macroscopic globe expansion to single-cell geometry and lattice organization. We identify a multiphasic relationship between tissue growth and cell density, driven by temporal decoupling of organ expansion and proliferation. During early development, rapid globe expansion induces cellular stretching and spatial heterogeneity, followed by a phase of density accumulation and geometric refinement. Despite these dynamic conditions, the endothelial sheet maintains a robust monolayer architecture with minimal z-axis stratification. Quantitative topological analysis reveals that hexagonal packing is preserved from early stages and progressively refined through reduction of area variability and spatial clustering. Nearest-neighbor and Clark-Evans analyses demonstrate a transition from localized clustering to a more uniform spatial distribution, consistent with increasing packing regularity. Transient out-of-plane deviations coincide with key mechanical transitions, suggesting a role for 3D remodeling in accommodating mechanical stress. Concomitantly, junctional and cytoskeletal organization undergo progressive maturation. N-cadherin is established early at cell-cell interfaces, while Zonula Occludens-1 (ZO-1) transitions from diffuse localization to apically enriched tight junctions aligned with cortical actin. In parallel, microtubule organization becomes increasingly polarized to the apical domain, coinciding with the emergence of primary cilia. Together, these changes reflect coordinated establishment of epithelial polarity, barrier function, and mechanical stability. Overall, our study provides a multiscale, imaging-driven framework for understanding how epithelial tissues achieve and maintain geometric order under mechanical strain, establishing the corneal endothelium as an exemplar for linking developmental mechanics, 3D architecture, and epithelial topology.

Indexed as

3D imagingcell topology cytoskeletal organizationCorneal endotheliummorphogenesistissue mechanics

Identifiers

PMID42146525
PMCPMC13174619

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.