Evidence map›Paper›PMID 41421445›Full record

ArticleExperimental eye research2026

Single cell RNA-seq characterization of non-fibrotic stromal wound repopulation in the rabbit.

Katherine Borner, Ze Yu, Chao Xing, W Matthew Petroll

Abstract read
In one paragraph

Article in Experimental eye research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

4 authors.

Katherine BornerDepartment of Ophthalmology, UT Southwestern Medical Center, Dallas, TX, USA.
Ze YuEugene McDermott Center for Human Growth and Development, UT Southwestern Medical Center, Dallas, TX, USA.
Chao XingEugene McDermott Center for Human Growth and Development, UT Southwestern Medical Center, Dallas, TX, USA; Lyda Hill Department of Bioinformatics, UT Southwestern Medical Center, Dallas, TX, USA.
W Matthew PetrollDepartment of Ophthalmology, UT Southwestern Medical Center, Dallas, TX, USA; Department of Biomedical Engineering, UT Southwestern Medical Center, Dallas, TX, USA. Electronic address: matthew.petroll@utsouthwestern.edu.

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 EY013322
6 · The paper itself

Abstract

Following injury or surgery, quiescent stromal keratocytes can transition into fibroblasts or myofibroblasts leading to either transient or protracted corneal haze. In this study, we investigate the transcriptional changes associated with non-fibrotic wound healing using a transcorneal freeze injury (FI) in the rabbit, which induces full-thickness stromal cell loss without inducing keratocyte-myofibroblast transformation. In control corneas, scRNA-seq revealed multiple clusters expressing markers associated with keratocyte identity (e.g. KERA, LUM, DCN, and ALDH1A1), suggesting heterogeneity in stromal keratocytes in the uninjured stroma. On day 7 after FI, in vivo imaging revealed elongated cells with increased backscatter, consistent with fibroblast migration into the wounded region. Using scRNA-seq, two additional clusters expressing fibroblast markers were also identified. These clusters retained many markers consistent with keratocyte identity, and trajectory analysis demonstrated a continuous progression from quiescent keratocytes to fibroblasts. Both fibroblast clusters had elevated expression genes encoding tenascin C (TNC), claudin 5 (CLDN5), developmental proteoglycans (e.g., BGN, ASPN, VCAN), and cytoskeletal genes (MYL9, MYH10, CDH11), but did not express markers of myofibroblast transformation. Together these genes suggest a mechanically active but non-fibrotic phenotype. One of the two fibroblast clusters also expressed genes related to cell proliferation. By day 28, fibroblastic gene expression was reduced, consistent with resolution of wound healing. These findings define the transcriptional dynamics of intrastromal cell migration following FI and reveal a transient fibroblastic state that supports wound repopulation without fibrosis. Understanding this non-fibrotic repair mechanism could inform strategies to prevent scarring following corneal surgery or injury.

Indexed as

Corneal InjuriesCorneal KeratocytesCorneal StromaGene Expression RegulationRNA-SeqWound HealingAnimalsDisease Models, AnimalFibroblastsFibrosisMyofibroblastsRabbitsSingle-Cell AnalysisConfocal microscopyCorneal stromal fibroblastCorneal stromal keratocyteCorneal wound healingFibrosisSingle cell RNA-SequencingStromal repopulation

Identifiers

PMID41421445
PMCPMC12911515

What OpenQuestion holds

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LicenceCC BY-NC-ND
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.