Evidence map›Paper›PMID 41931003›Full record

ArticleInvestigative ophthalmology & visual science2026

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

Alicja Wysocka, Katarzyna Jaskiewicz-Rajewicz, Jakub Wozniak, Malgorzata Rydzanicz, Rafal Ploski, Monika Udziela, Jacek P Szaflik, Marzena Gajecka

Abstract read
In one paragraph

Article in Investigative ophthalmology & visual science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

8 authors.

Alicja WysockaInstitute of Human Genetics, Polish Academy of Sciences, Poznan, Poland.
Katarzyna Jaskiewicz-RajewiczInstitute of Human Genetics, Polish Academy of Sciences, Poznan, Poland.
Jakub WozniakInitium BioData, Koscielna Wies, Poland.
Malgorzata RydzaniczDepartment of Medical Genetics, Medical University of Warsaw, Warsaw, Poland.
Rafal PloskiDepartment of Medical Genetics, Medical University of Warsaw, Warsaw, Poland.
Monika UdzielaDepartment of Ophthalmology, Medical University of Warsaw, Warsaw, Poland.
Jacek P SzaflikDepartment of Ophthalmology, Medical University of Warsaw, Warsaw, Poland.
Marzena GajeckaInstitute of Human Genetics, Polish Academy of Sciences, Poznan, Poland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

CorneaKeratoconusAdultEpithelium, CornealFemaleHumansMaleSpatial TranscriptomicsYoung Adult

Identifiers

PMID41931003
PMCPMC13056006

What Socratic 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 Socratic graph.