Evidence map›Paper›PMID 42351926›Full record

ArticleBioengineering (Basel, Switzerland)2026

A Novel Non-Planar Bioprinting Methodology for Enhanced Surface Fidelity of the Cornea.

Laura Pérez Sánchez, Hodei Gómez-Fernández, Maialen Zelaia Amilibia, Maria Basañez Elorrieta, Eva Larra Mateos, Alessandro Scandurra, José Luis Pedraz Muñoz, Denis Scaini, Camilo Cortés

Abstract read
In one paragraph

Article in Bioengineering (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Laura Pérez SánchezDigital Health and Biomedical Technologies, Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), Donostia-San Sebastian, Spain.ORCID 0009-0001-5339-9858
Hodei Gómez-FernándezAJL Ophthalmic, Ferdinand Zeppelin Kalea, 01510 Vitoria-Gasteiz, Spain.ORCID 0000-0002-5656-3457
Maialen Zelaia AmilibiaDigital Health and Biomedical Technologies, Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), Donostia-San Sebastian, Spain.ORCID 0000-0002-7414-2111
Maria Basañez ElorrietaDigital Health and Biomedical Technologies, Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), Donostia-San Sebastian, Spain.ORCID 0009-0003-1693-0288
Eva Larra MateosAJL Ophthalmic, Ferdinand Zeppelin Kalea, 01510 Vitoria-Gasteiz, Spain.ORCID 0009-0009-4022-837X
Alessandro ScandurraMakby, 20009 Donostia-San Sebastian, Spain.ORCID 0009-0002-7619-1192
José Luis Pedraz MuñozNanoBioCel Research Group, Laboratory of Pharmacy and Pharmaceutical Technology, Department of Pharmacy and Food Science, Faculty of Pharmacy, University of the Basque Country (UPV/EHU), Paseo de la Universidad 7, 01006 Vitoria-Gasteiz, Spain.ORCID 0000-0002-3938-2267
Denis ScainiNanoBioCel Research Group, Laboratory of Pharmacy and Pharmaceutical Technology, Department of Pharmacy and Food Science, Faculty of Pharmacy, University of the Basque Country (UPV/EHU), Paseo de la Universidad 7, 01006 Vitoria-Gasteiz, Spain.ORCID 0000-0001-8398-8074
Camilo CortésDigital Health and Biomedical Technologies, Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), Donostia-San Sebastian, Spain.ORCID 0000-0002-2643-0274

Funding

Basque Government KK-2022/00019 under the ELKARTEK programmeCentro para el Desarrollo Tecnológico y la Innovación (CDTI) "Ayudas Cervera a Centros Tecnológicos" (CER-20231013)European Health and Digital Agency (HaDEA) FORCE REPAIR project (Grant Agreement No. 101092243)
6 · The paper itself

Abstract

Traditional 3D bioprinting of corneal constructs relies on planar slicing, which often results in a significant stairstep effect and the loss of anatomical curvature. Curvilinear layering has emerged as a promising alternative to address these limitations. The presented methodology, based on non-planar layer integration, ensures a smoother surface finish. The model's surface is identified via vertex normals and reconstructed using the Poisson method. Finally, surface parametrization is applied to generate spatially curved trajectories. To validate the algorithm, corneal constructs were printed using a planar and the proposed non-planar approach. Quantitative evaluation of micro-Computed Tomography data revealed that the non-planar approach achieved significantly higher morphological fidelity, successfully replicating the intended parabolic profile of the human cornea. Furthermore, the non-planar constructs demonstrated adequate functional performance, characterized by high optical transparency. Thereby, the feasibility of printing non-planar layers using the proposed novel approach is successfully demonstrated. Furthermore, the comparative analysis confirms the method's potential for corneal biofabrication when compared to traditional planar methods.

Indexed as

corneal tissue engineeringmorphological fidelitynon-planar trajectoriespoisson mesh reconstructionsurface parametrization

Identifiers

PMID42351926
PMCPMC13296335

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.