Evidence map›Paper›PMID 41147949›Full record

ArticleInvestigative ophthalmology & visual science2025

Single-Cell Transcriptomics Shows Cellular Heterogeneity, Intercellular Communication, and Extracellular Matrix Remodeling in Corneal Fibrosis In Vivo.

Rajnish Kumar, Nishant R Sinha, Maxwell T Jeffrey, Alexandria C Hofmann, Rajiv R Mohan

Abstract read
In one paragraph

Article in Investigative ophthalmology & visual science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Rajnish KumarHarry S. Truman Memorial Veterans' Hospital, Columbia, Missouri, United States.
Nishant R SinhaHarry S. Truman Memorial Veterans' Hospital, Columbia, Missouri, United States.
Maxwell T JeffreyDepartments of Veterinary Medicine & Surgery and Pathobiology and Integrative Biomedical Sciences, College of Veterinary Medicine, University of Missouri, Columbia, Missouri, United States.
Alexandria C HofmannHarry S. Truman Memorial Veterans' Hospital, Columbia, Missouri, United States.
Rajiv R MohanHarry S. Truman Memorial Veterans' Hospital, Columbia, Missouri, United States.

Funding

Turbo Eye Drops to Treat Ocular Toxicity and Blindness from Sulfur MustardU01EY031650 · NEI · UNIVERSITY OF MISSOURI-COLUMBIA · PI MOHAN, RAJIV RAVINDRA · 2020 to 2024
$3.7M
Novel approaches for corneal haze/fibrosis eliminationR01EY030774 · NEI · UNIVERSITY OF MISSOURI-COLUMBIA · PI MOHAN, RAJIV RAVINDRA · 2019 to 2022
$1.5M
BLRD VA I01 BX000357BLRD VA IK6 BX005646NEI NIH HHS R01 EY030774NEI NIH HHS U01 EY031650
6 · The paper itself

Abstract

Purpose: Corneal fibrosis is a common clinical condition post ocular trauma/infection affecting 7% of world's population. This study characterized fibroblast heterogeneity, cellular trajectories, intercellular communications, and extracellular matrix (ECM) protein remodeling in fibrotic cornea in vivo via single-cell RNA sequencing (scRNA-seq). Methods: Naïve and alkali-injured fibrotic corneas of New Zealand White rabbits were obtained under approved institutional animal use and care protocol. Multimodal in vivo eye imaging, single-cell RNA-sequencing, hematoxylin and eosin staining, and immunofluorescence analyzed corneas. Unsupervised clustering, subclustering of ECM remodeling cells, trajectory inference, CellChat-based intercellular communication mapping, and R-programming-generated transcriptomic atlas. Results: Fourteen transcriptionally distinct cell clusters were identified via canonical marker genes. Basal epithelium and ECM remodeling clusters acted as communication hubs whereas differentiated epithelium had limited participation. Subclustering the ECM remodeling niche identified four distinct stromal cell populations, quiescent-keratocytes, activated-keratocytes, progenitor-like-keratocytes, and myofibroblasts. Transcriptional trajectories organized these cellular states into a bifurcating continuum; one aligned to fibroblast activation and myofibroblast formation whereas the other aligned to quiescent-keratocytes or progenitor-like-keratocytes. Eight pathways (MIF, NECTIN3, HGFα, POSTN, NAMPT, TWEAK, EPH, and VEGFC) demonstrated strong ligand-receptor connectivity and their protein expression corroborated predicted signaling. Stage-specific enrichment revealed temporal dynamics within ECM-remodeling cells and continuous landscape of stromal subpopulations from quiescent-keratocytes to proliferative-fibroblasts/myofibroblasts and progenitor-like-cells followed by late dominance of ECM organization, adhesion, and collagen biosynthesis. The progression trajectory appeared bidirectional along pseudotime. Conclusions: This study provides an integrative transcriptomic framework of stromal cell heterogeneity, intercellular signaling, and ECM remodeling trajectories in rabbit cornea in vivo and advances mechanistic understanding of corneal repair.

Indexed as

Cell CommunicationCorneaCorneal DiseasesExtracellular MatrixTranscriptomeAnimalsDisease Models, AnimalFibrosisGene Expression ProfilingRabbitsSingle-Cell Analysis

Identifiers

PMID41147949
PMCPMC12577772

What Socratic holds

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LicenceCC BY
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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 Socratic graph.