Evidence map›Paper›PMID 42824209›Full record

ArticleOphthalmology science2026

Panoramic Two-Photon Imaging and Quantitative Analysis of the Corneal Sub-Basal Nerve Plexus.

Wenxin Zhao, Zhen Zhang, Ruijie Wang, Yaguang Hu, Ming Zhang, Yue Zhang, Mengxi Li, Chen Bai, Yanlong Yang, Li Li

Abstract read
In one paragraph

Article in Ophthalmology 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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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

10 authors.

Wenxin ZhaoDepartment of Ophthalmology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, P.R. China.
Zhen ZhangDepartment of Ophthalmology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, P.R. China.
Ruijie WangSchool of Automation Science and Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, P.R. China.
Yaguang HuDepartment of Ophthalmology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, P.R. China.
Ming ZhangDepartment of Ophthalmology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, P.R. China.
Yue ZhangDepartment of Ophthalmology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, P.R. China.
Mengxi LiDepartment of Ophthalmology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, P.R. China.
Chen BaiState Key Laboratory of Transient Optics and Photonics, Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an, China.
Yanlong YangState Key Laboratory of Transient Optics and Photonics, Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an, China.
Li LiDepartment of Ophthalmology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, P.R. China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Comprehensive and distortion-free mapping of the entire corneal sub-basal nerve plexus (SBNP) remains a major technical challenge, as standard methods are compromised by limited fields of view (e.g., in vivo confocal microscopy) or architectural flattening (e.g., ex vivo flat-mounts). We aimed to develop and validate an integrated imaging-computational platform that overcomes these limitations by enabling panoramic, 3-dimensional (3D) visualization and objective quantification of the intact SBNP. Design: Experimental study. Subjects: BALB/c mice. Methods: We developed a novel platform integrating large-field 2-photon microscopy of the intact, fluid-supported murine cornea with a semiautomated quantitative algorithm (LF-CNP Metrics). This system preserves native corneal curvature, enables pan-neuronal labeling (β-III-tubulin), and allows projection-based morphometric analysis across entire sub-basal nerve plexuses. For proof-of-concept validation, we applied it to mice subjected to in vivo desiccating stress. Animals were assessed at 1, 2, and 4 weeks postintervention; at each time point, clinical parameters (blink rate, tear secretion, corneal fluorescein staining) were measured, followed by the quantification of ten nerve metrics. Associations between nerve parameters and clinical scores were evaluated using Spearman correlation. Main Outcome Measures: Corneal nerve fiber length (CNFL), density (CNFD), width, branching densities (CNBD, CTBD), arc-to-chord ratio, total curvature, total squared curvature, directional change count, and inflection count metric. Results: The platform generated panoramic 3D reconstructions of the sub-basal nerve plexus in ex vivo corneal samples, enabling unbiased quantification. Compared to controls, samples from the 1- and 2-week time points exhibited a trend toward reduction in key parameters including CNFL, CNFD, CNBD, CTBD, total curvature, total squared curvature, and absolute direction angle (all η Conclusions: We present a panoramic imaging and analysis platform that overcomes the critical limitations of field-of-view and tissue distortion, enabling comprehensive and unbiased assessment of the corneal sub-basal nerve plexus for research into neuropathic changes. Financial Disclosures: The authors have no proprietary or commercial interest in any materials discussed in this article.

Indexed as

Corneal sub-basal nerve plexusExvivo imagingPanoramic imagingQuantitative analysisTwo-photon microscopy

Identifiers

PMID42824209
PMCPMC13627104

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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.