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Record W4416977927 · doi:10.1007/s40123-025-01286-w

Current Landscape and Future Prospects of Corneal Regenerative Medicine

2025· article· en· W4416977927 on OpenAlexaff
Giuseppe Giannaccare, Filippo Lixi, Carina Slidsborg, Gamze Özkan, Alina Gabriela Gheorghe, Ana-Maria Arghirescu, Assem Namazbayeva, Rohan Bir Singh, Vishal Jhanji, Carlo Nucci, Giulia Coco

Bibliographic record

VenueOphthalmology and Therapy · 2025
Typearticle
Languageen
FieldMedicine
TopicCorneal Surgery and Treatments
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsRegenerative medicineTransplantationMesenchymal stem cellStromal cellStem cellCorneaCorneal transplantationRegeneration (biology)Decellularization

Abstract

fetched live from OpenAlex

Corneal disorders are among the leading causes of visual impairment worldwide, with corneal transplantation historically serving as the cornerstone of surgical treatment. However, the global shortage of donor tissue, risk of immune rejection, and variable long-term graft survival underscore the urgent need for alternative approaches, particularly in the setting of ocular surface diseases such as inflammation or dry eye that can compromise graft survival. Regenerative medicine has emerged as a transformative paradigm, offering strategies to restore corneal architecture and function through cell-based therapies, tissue engineering, and gene modulation. These strategies are promising, addressing structural repair and modulating wound-healing responses. In the corneal epithelium, cultivated limbal epithelial transplantation, simple limbal epithelial transplantation, and cultivated oral mucosal epithelial transplantation have expanded therapeutic options for limbal stem cell deficiency, with clinical trials demonstrating long-term ocular surface stability. Regulatory approval of commercial products, such as Holoclar and Nepic, confirms the potential of standardized regenerative products. Stromal regeneration with stromal and mesenchymal stem cells has shown promise in preclinical and early phase clinical trials, with intrastromal stem cell injection improving corneal transparency and biomechanics and potentially stabilizing progressive disorders such as keratoconus. For endothelial dysfunction, intracameral injection of cultured corneal endothelial cells supplemented with Rho-associated protein kinase (ROCK) inhibitors has yielded sustained corneal clarity and visual restoration at 5-10 years, marking a paradigm shift from transplantation to minimally invasive, donor-independent therapies. Tissue engineering innovations, including matrices, hydrogels, and three-dimensional bioprinting, are advancing toward translation, while gene therapy approaches using viral vectors and Clustered Regularly Interspaced Short Palindromic Repeats -Cas9 are being explored to modulate angiogenesis, fibrosis, and inherited dystrophies. Overall, regenerative medicine is reshaping corneal therapeutics, offering effective alternatives to conventional transplantation with reduced donor dependence and improved safety. Future work must focus on long-term safety, cost-effectiveness, and equitable global access to realize its full clinical potential.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.019
Threshold uncertainty score0.062

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.003
Scholarly communication0.0040.006
Open science0.0010.002
Research integrity0.0050.005
Insufficient payload (model declined to judge)0.0190.005

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.022
GPT teacher head0.324
Teacher spread0.301 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2025
Admission routes1
Has abstractyes

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