Evidence map›Paper›PMID 40761516›Full record

ArticleMaterials today. Bio2025

Construction and characteristics of an adjustable biomechanical in vitro corneal stromal model simulating keratoconus pathological features.

Xiaoxue Li, Kuanshu Li, Jianing Gu, Xihao Sun, Yuqin Liang, Chengcheng Ding, Yuexi Chen, Hang Chen, Jiansu Chen, Zekai Cui

Abstract read
In one paragraph

Article in Materials today. Bio, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Microengineered Gradient Hydrogels for Mechanobiology.Advanced healthcare materials · 2026
    Review
  2. PeerJ · 2026
    Article
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.

Xiaoxue LiAier Academy of Ophthalmology, Central South University, Changsha, Hunan, China.
Kuanshu LiChangsha Aier Eye Hospital, Changsha, Hunan, China.
Jianing GuAier Eye Institute, Aier Academy of Ophthalmology, Central South University, Hunan, China.
Xihao SunAier Academy of Ophthalmology, Central South University, Changsha, Hunan, China.
Yuqin LiangAier Academy of Ophthalmology, Central South University, Changsha, Hunan, China.
Chengcheng DingAier Eye Institute, Aier Academy of Ophthalmology, Central South University, Hunan, China.
Yuexi ChenAier Eye Institute, Aier Academy of Ophthalmology, Central South University, Hunan, China.
Hang ChenDepartment of Ophthalmology, The First Affiliated Hospital of Jinan University, Guangzhou, China.
Jiansu ChenAier Academy of Ophthalmology, Central South University, Changsha, Hunan, China.
Zekai CuiAier Academy of Ophthalmology, Central South University, Changsha, Hunan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Keratoconus (KC) is a prevalent ectatic corneal disease influenced by corneal biomechanics, though its pathogenesis remains unclear. Constructing an in vitro corneal model with adjustable biomechanics is essential for studying keratoconus. In this study, a KC disease group (L group) was created using a low matrix stiffness collagen hydrogel containing human corneal stromal cells (hCSCs), while a high matrix stiffness group (H group) was established using a plastic compression method. Additionally, a cross-linking treatment model was applied to the L group using corneal collagen cross-linking (CXL). Results showed that the matrix stiffness of the L group was significantly lower compared to the H group. Both the L group and clinical KC samples exhibited lower collagen fibrils density. Transcriptomic and proteomic analyses revealed decreased antioxidant capacity and increased levels of inflammatory factors and reactive oxygen species (ROS) in the L group. The NRF2 pathway activity was downregulated. In the L group cells, inflammation-related genes were upregulated, antioxidant-related genes were downregulated, and ROS levels were elevated, accompanied by a reduction in mitochondrial membrane potential. The concentrations of IL-6 and TNF-α in the culture medium were increased. Histological results indicated that the L group, similar to clinical KC samples, exhibited high expression of inflammatory and oxidative stress factors, while signals of antioxidant-related factors were decreased. After cross-linking treatment, the L group demonstrated increased matrix stiffness, higher collagen fibrils density, upregulated expression of antioxidant factors, and decreased expression of inflammatory and immune factors. This study successfully established an in vitro corneal stromal model with adjustable matrix stiffness, providing a platform for investigating the pathogenesis of KC.

Indexed as

Cornea collagen cross-linkingExtracellular matrix stiffnessIn vitro modelKeratoconusNRF2

Identifiers

PMID40761516
PMCPMC12320710

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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.