Evidence map›Paper›PMID 42183065›Full record

ArticleFrontiers in bioengineering and biotechnology2026

Linking layered corneal compactness to macroscopic biomechanics:

Fuqi Deng, Huazheng Cao, Wenjing Gao, Caohui Xu, Li Li, Ping Lu, Yan Wang

Abstract read
In one paragraph

Article in Frontiers in bioengineering and biotechnology, 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
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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

7 authors.

Fuqi Deng *Clinical College of Ophthalmology, Tianjin Medical University, Tianjin, China.
Huazheng Cao *School of Medicine, Nankai University, Tianjin, China.
Wenjing GaoClinical College of Ophthalmology, Tianjin Medical University, Tianjin, China.
Caohui XuTianjin Key Lab of Ophthalmology and Visual Science, Tianjin Eye Institute, Tianjin Eye Hospital, Tianjin, China.
Li LiClinical College of Ophthalmology, Tianjin Medical University, Tianjin, China.
Ping LuTianjin Key Lab of Ophthalmology and Visual Science, Tianjin Eye Institute, Tianjin Eye Hospital, Tianjin, China.
Yan WangClinical College of Ophthalmology, Tianjin Medical University, Tianjin, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To investigate Design: Cross-sectional study. Methods: In the study, a total of 221 eyes from 221 healthy participants were enrolled. Corneal deformation properties were measured by the air-puff Corvis ST. Scheimpflug images of the cornea were captured to examine 50-sublayer densitometry values using the caliper technique. According to the spatial patterns of corneal densitometry with depth, the whole cornea was then divided into multiple layers. Different layers were corresponding to different corneal structures (epithelium, Bowman membrane, anterior, middle, and posterior stroma, Descemet membrane, and, endothelium). In each layer, 19 predetermined data point (1, 6, 12 points on the central, paracentral, and peripheral zones, respectively) were taken out for analysis. Results: Layered densitometry analysis revealed distinct structural compactness patterns across seven corneal layers (epithelium to endothelium). Significant correlations emerged between densitometry values and dynamic biomechanical parameters, exhibiting strong layer-specific and regional dependencies. The anterior cornea (Bowman's membrane and anterior stroma) showed the most robust associations: increased densitometry in these layers correlated positively with stiffness parameters (SPA1 [stiffness parameter in the first applanation], SPHC [stiffness parameter highest concavity]; central SPHC r = 0.3, Conclusion: The study established the

Indexed as

biomechanicscorneacorneal biomechanicscorneal densitometrycorneal structure

Identifiers

PMID42183065
PMCPMC13189869

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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 OpenQuestion graph.