Evidence map›Paper›PMID 41326717›Full record

ArticleEMBO molecular medicine2026

Corneal biomechanical cues mediated by PAI-2: the origin of PM2.5-induced corneal disease.

Shengjie Hao, Guangsong Xie, Dan Li, Kexin Su, Feiyin Sheng, Lu Chen, Yuzhou Gu, Hongying Jin, Yili Xu, Rongrong Chen and 11 more

Abstract read
In one paragraph

Article in EMBO molecular medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. PMiScience · 2026
    Review
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

21 authors.

Shengjie Hao *Zhejiang University, Eye Center of Second Affiliated Hospital, School of Medicine; Zhejiang Provincial Key Laboratory of Ophthalmology; Zhejiang Provincial Clinical Research Center for Eye Diseases; Zhejiang Provincial Engineering Institute on Eye Diseases, Hangzhou, Zhejiang Province, China.
Guangsong Xie *Biomechanics and Mechanomedicine Laboratory, Department of Engineering Mechanics, Zhejiang University, Hangzhou, Zhejiang Province, China.ORCID http://orcid.org/0009-0009-9041-367X
Dan Li *Hangzhou Heima Eye Clinic, Hangzhou, Zhejiang Province, China.
Kexin Su *College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, Zhejiang Province, China.
Feiyin ShengZhejiang University, Eye Center of Second Affiliated Hospital, School of Medicine; Zhejiang Provincial Key Laboratory of Ophthalmology; Zhejiang Provincial Clinical Research Center for Eye Diseases; Zhejiang Provincial Engineering Institute on Eye Diseases, Hangzhou, Zhejiang Province, China.
Lu ChenZhejiang University, Eye Center of Second Affiliated Hospital, School of Medicine; Zhejiang Provincial Key Laboratory of Ophthalmology; Zhejiang Provincial Clinical Research Center for Eye Diseases; Zhejiang Provincial Engineering Institute on Eye Diseases, Hangzhou, Zhejiang Province, China.
Yuzhou GuZhejiang University, Eye Center of Second Affiliated Hospital, School of Medicine; Zhejiang Provincial Key Laboratory of Ophthalmology; Zhejiang Provincial Clinical Research Center for Eye Diseases; Zhejiang Provincial Engineering Institute on Eye Diseases, Hangzhou, Zhejiang Province, China.
Hongying JinZhejiang University, Eye Center of Second Affiliated Hospital, School of Medicine; Zhejiang Provincial Key Laboratory of Ophthalmology; Zhejiang Provincial Clinical Research Center for Eye Diseases; Zhejiang Provincial Engineering Institute on Eye Diseases, Hangzhou, Zhejiang Province, China.
Yili XuZhejiang University, Eye Center of Second Affiliated Hospital, School of Medicine; Zhejiang Provincial Key Laboratory of Ophthalmology; Zhejiang Provincial Clinical Research Center for Eye Diseases; Zhejiang Provincial Engineering Institute on Eye Diseases, Hangzhou, Zhejiang Province, China.
Rongrong ChenZhejiang University, Eye Center of Second Affiliated Hospital, School of Medicine; Zhejiang Provincial Key Laboratory of Ophthalmology; Zhejiang Provincial Clinical Research Center for Eye Diseases; Zhejiang Provincial Engineering Institute on Eye Diseases, Hangzhou, Zhejiang Province, China.
Zhenwei QinZhejiang University, Eye Center of Second Affiliated Hospital, School of Medicine; Zhejiang Provincial Key Laboratory of Ophthalmology; Zhejiang Provincial Clinical Research Center for Eye Diseases; Zhejiang Provincial Engineering Institute on Eye Diseases, Hangzhou, Zhejiang Province, China.
Dandan XuDepartment of Environmental Health, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang Province, China.
Peiwei XuDepartment of Environmental Health, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang Province, China.ORCID http://orcid.org/0000-0002-5923-0316
Lei ZhouSchool of Optometry, Department of Applied Biology and Chemical Technology, Hong Kong Polytechnic University, Hong Kong, China.
Na KongLiangzhu Laboratory, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China.
Hao DingKey Laboratory of Environmental Pollution Control Technology of Zhejiang Province, Hangzhou, Zhejiang Province, China.
Zhijian ChenDepartment of Environmental Health, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang Province, China. zhjchen@cdc.zj.cn.ORCID http://orcid.org/0000-0001-7165-3613
Shuai LiuZhejiang University, Eye Center of Second Affiliated Hospital, School of Medicine; Zhejiang Provincial Key Laboratory of Ophthalmology; Zhejiang Provincial Clinical Research Center for Eye Diseases; Zhejiang Provincial Engineering Institute on Eye Diseases, Hangzhou, Zhejiang Province, China. shuailiu@zju.edu.cn.ORCID http://orcid.org/0000-0002-8405-6743
Baohua JiBiomechanics and Mechanomedicine Laboratory, Department of Engineering Mechanics, Zhejiang University, Hangzhou, Zhejiang Province, China. bhji@zju.edu.cn.ORCID http://orcid.org/0000-0002-0092-6562
Ke YaoZhejiang University, Eye Center of Second Affiliated Hospital, School of Medicine; Zhejiang Provincial Key Laboratory of Ophthalmology; Zhejiang Provincial Clinical Research Center for Eye Diseases; Zhejiang Provincial Engineering Institute on Eye Diseases, Hangzhou, Zhejiang Province, China. xlren@zju.edu.cn.ORCID http://orcid.org/0000-0002-6764-7365
Qiuli FuZhejiang University, Eye Center of Second Affiliated Hospital, School of Medicine; Zhejiang Provincial Key Laboratory of Ophthalmology; Zhejiang Provincial Clinical Research Center for Eye Diseases; Zhejiang Provincial Engineering Institute on Eye Diseases, Hangzhou, Zhejiang Province, China. 2313009@zju.edu.cn.ORCID http://orcid.org/0000-0002-5107-8268

Funding

Central Guidance for Local Scientific and Technological Development Funding Projects 2024ZY01057Fundamental Research Funds of the Central Universities 2019QNA7026Key Research and Development Program of Zhejiang Province (Key R&D plan of Zhejiang Province) 2019C03091Key Research and Development Program of Zhejiang Province (Key R&D plan of Zhejiang Province) 2020C03035Key Research and Development Program of Zhejiang Province (Key R&D plan of Zhejiang Province) 2025C02157MOST | | Medical Science and Technology Project of Zhejiang Province () 2022RC122MOST | National Natural Science Foundation of China (NSFC) 81300641MOST | National Natural Science Foundation of China (NSFC) 81670833MOST | National Natural Science Foundation of China (NSFC) 81870641MOST | National Natural Science Foundation of China (NSFC) 82070939MOST | National Natural Science Foundation of China (NSFC) 82271063MOST | National Natural Science Foundation of China (NSFC) 82471054MOST | NSFC | NSFC-Zhejiang Joint Fund | | Natural Science Foundation of Zhejiang Province (ZJNSF) LY20H120010Science and Technology Program of Traditional Chinese Medicine in Zhejiang Province 2023ZL353Science and Technology Project of Zhejiang Provincial Department of Water Resources RC2242
6 · The paper itself

Abstract

The biomechanical signature is directly correlated with the progression of disease in multiple soft tissues. However, their variations and roles, particularly during the initiation period of the disease, remain unclear. Here, we report that PM2.5 exposure induces corneal biomechanical cues alterations prior to corneal injury, as evidenced by increased corneal hysteresis in humans, thickened corneal thickness in rats, and enhanced tensile stress and cortical stiffness in HCECs. Specifically, intracellular PAI-2 is identified as a crucial mediator of the biomechanical responses in HCECs. It modulates PM2.5-induced autophagy and inflammation through a PAI-2/myosin II/F-actin/YAP-positive feedback loop, which ultimately drives HCEC injury. Furthermore, extracellular secretory PAI-2 levels in tears reflect PM2.5-related corneal damage in real time, making it a specific biomarker for the early diagnosis when combined with biomechanical cues. Early intervention for PM2.5-induced ocular damage could be achieved by developing an LNP-siPAI-2 ocular local delivery system targeting intracellular PAI-2. Overall, we propose that biomechanical cues in conjunction with specific biomarkers may serve as targets for the early diagnosis and intervention of soft tissue diseases.

Indexed as

CorneaCorneal DiseasesParticulate MatterPlasminogen Activator Inhibitor 2AnimalsAutophagyBiomarkersBiomechanical PhenomenaHumansMaleRatsRats, Sprague-DawleyBiomarkersParticulate MatterPlasminogen Activator Inhibitor 2Corneal BiomechanicsCorneal DiseasesPM2.5SerpinB2Subclinical Stage

Identifiers

PMID41326717
PMCPMC12808792

What Socratic holds

Textmetadata
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 Socratic graph.