Evidence map›Paper›PMID 42649766›Full record

ArticleBioengineering (Basel, Switzerland)2026

Keratocyte Gene Expression Shaped by ECM Dimensionality: Evidence for Enhanced Quiescence in 3D Culture.

Kara Poole Acevedo, Miguel Miron-Mendoza, Walter Matthew Petroll

Abstract read
In one paragraph

Article in Bioengineering (Basel, Switzerland), 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

3 authors.

Kara Poole AcevedoDepartment of Ophthalmology, UT Southwestern Medical Center, Dallas, TX 75390, USA.ORCID 0000-0002-4104-0370
Miguel Miron-MendozaDepartment of Ophthalmology, UT Southwestern Medical Center, Dallas, TX 75390, USA.
Walter Matthew PetrollDepartment of Ophthalmology, UT Southwestern Medical Center, Dallas, TX 75390, USA.ORCID 0000-0003-0795-4539

Funding

Assessment of Corneal Fibroblast Biomechanical BehaviorR01EY013322 · NEI · UT SOUTHWESTERN MEDICAL CENTER · PI PETROLL, W MATTHEW · 2001 to 2025
$9.0M
Stem Cell, Organoid and Cell Phenotyping ModuleP30EY030413 · NEI · UT SOUTHWESTERN MEDICAL CENTER · PI W MATTHEW PETROLL · 2019 to 2026
$5.9M
NEI NIH HHS P30 EY030413NEI NIH HHS R01 EY013322Research to Prevent Blindness
6 · The paper itself

Abstract

In addition to soluble biochemical factors, biophysical cues from the extracellular matrix (ECM) can play an integral role in regulating cell behavior. Previous work has demonstrated that varying ECM dimensionality (3D vs. 2D) and structure (fibrillar vs. non-fibrillar) can produce distinct cell phenotypes; however, the transcriptional changes underlying how cells sense and respond to these different environments are not well understood. Here, we used bulk RNA sequencing to compare the gene expression profiles of primary rabbit corneal keratocytes cultured on collagen-coated substrates and on top of or embedded within fibrillar collagen matrices under serum-free conditions. Differential expression and functional analyses revealed distinct transcriptional profiles across the culture conditions and identified differentially expressed genes and enriched signaling pathways primarily related to the ECM, cell-matrix interactions, cell mechanics, and proliferation. Cells cultured in 3D fibrillar conditions exhibited gene expression patterns that better reflected the normal in vivo keratocyte phenotype, including broad suppression of proliferation and ECM synthesis-related genes. In contrast, cells cultured on 2D substrates showed higher expression of genes associated with an activated phenotype. Overall, these findings demonstrate the strong influence of biophysical cues from the ECM on keratocyte gene expression and highlight the importance of selecting physiologically relevant in vitro models for studies of corneal cell biology, wound healing, and regenerative therapies.

Indexed as

3D cell culturebulk RNA-seqcorneaECMkeratocytestroma

Identifiers

PMID42649766
PMCPMC13509429

What OpenQuestion holds

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Registered trials

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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.