“Eye-Conic” Spatial Transcriptomics Reveals the Layer-Specific Molecular Alterations in Corneas of Patients With Keratoconus

Purpose: Due to the structural complexity of the human cornea as well as the characteristic histopathological changes occurring in keratoconus (KTCN) cornea, there is a need to identify the associated cellular and molecular layer-specific alterations in the process of KTCN cone formation. Methods: The spatial transcriptomics (ST) approach was applied for KTCN and control corneas to investigate the layer-specific alterations. The data, organized into spatial clusters corresponding to corneal layers, were subjected to bioinformatic analyses, including pathways enrichment, spots deconvolution, and cell-cell communication network inference. Additionally, the outputs derived from our previous bulk RNA-seq experiment and immunofluorescence staining of corneal cryosections were evaluated. Results: The findings encompassing (i) deregulation of cell cycle, and peripheral accumulation of cell-cell junctions, pointing to a disrupted process of corneal epithelium (CE) renewal; (ii) upregulated extracellular matrix (ECM)-related pathways and enriched hallmark of epithelial-mesenchymal transition, affecting the stromal wound healing; (iii) activation of "Translation" and "Ribosome" pathways in the endothelium pointing to disrupted metabolic activity; and (iv) a unique cellular composition of KTCN cornea, with substantial stromal abnormalities. Furthermore, the downregulated expression of MT2A and SAA1 genes, linked to cellular responses to stress and/or oxidative stress, was revealed across all KTCN corneal layers, corresponding to the identified underrepresentation of specific cell types. By comparing less- and more advanced KTCN phenotypes, the characteristic intercellular communication patterns were recognized. Conclusions: Findings regarding the corneal layers and the intercellular communication patterns in KTCN corneas allowed for further understanding of the cone formation mechanism.

Authors

Institutions

Publication Details

Journal
Investigative Ophthalmology & Visual Science
Published
2026-04-03
DOI
https://doi.org/10.1167/iovs.67.4.7
Primary Topic
Corneal surgery and disorders
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

“Eye-Conic” Spatial Transcriptomics Reveals the Layer-Specific Molecular Alterations in Corneas of Patients With Keratoconus

Monika Udziela, Małgorzata Rydzanicz, Rafal Ploski, Jakub Wozniak et al.
Investigative Ophthalmology & Visual Science
Corneal surgery and disorders
article

“Eye-Conic” Spatial Transcriptomics Reveals the Layer-Specific Molecular Alterations in Corneas of Patients With Keratoconus

Monika Udziela, Małgorzata Rydzanicz, Rafal Ploski, Jakub Wozniak, A Wysocka, Marzena Gajęcka, Katarzyna Jaskiewicz-Rajewicz, Jacek P. Szaflik
article en

Abstract

Purpose: Due to the structural complexity of the human cornea as well as the characteristic histopathological changes occurring in keratoconus (KTCN) cornea, there is a need to identify the associated cellular and molecular layer-specific alterations in the process of KTCN cone formation. Methods: The spatial transcriptomics (ST) approach was applied for KTCN and control corneas to investigate the layer-specific alterations. The data, organized into spatial clusters corresponding to corneal layers, were subjected to bioinformatic analyses, including pathways enrichment, spots deconvolution, and cell-cell communication network inference. Additionally, the outputs derived from our previous bulk RNA-seq experiment and immunofluorescence staining of corneal cryosections were evaluated. Results: The findings encompassing (i) deregulation of cell cycle, and peripheral accumulation of cell-cell junctions, pointing to a disrupted process of corneal epithelium (CE) renewal; (ii) upregulated extracellular matrix (ECM)-related pathways and enriched hallmark of epithelial-mesenchymal transition, affecting the stromal wound healing; (iii) activation of "Translation" and "Ribosome" pathways in the endothelium pointing to disrupted metabolic activity; and (iv) a unique cellular composition of KTCN cornea, with substantial stromal abnormalities. Furthermore, the downregulated expression of MT2A and SAA1 genes, linked to cellular responses to stress and/or oxidative stress, was revealed across all KTCN corneal layers, corresponding to the identified underrepresentation of specific cell types. By comparing less- and more advanced KTCN phenotypes, the characteristic intercellular communication patterns were recognized. Conclusions: Findings regarding the corneal layers and the intercellular communication patterns in KTCN corneas allowed for further understanding of the cone formation mechanism.

Investigative Ophthalmology & Visual ScienceVol. 67(4)
Poznan University of Medical Sciences (PL), Medical University of Warsaw (PL), Pacific Biodiesel (United States) (US), Institute of Human Genetics (PL), University of Warsaw (PL), Polish Academy of Sciences (PL)
Openalex Percentile: Top 25%
Corneal surgery and disorders
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.