Evidence map›Paper›PMID 42857670›Full record

ArticleiScience2026

Quantitative photoacoustic endoscopy reveals early microvascular biomarkers of endometrial fibrosis in a rat model.

Xiaowen Liang, Zhili Guo, Kedi Xiong, Zijian He, Dongyu Zhang, Shihan Kang, HongJi Chen, Meng Du, Xiaoyan Kui, Xue Wen and 1 more

Abstract read
In one paragraph

Article in iScience, 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

11 authors.

Xiaowen LiangSchool of Computer Science and Engineering, Central South University, Changsha 410083, China.
Zhili GuoKey Laboratory of Medical Imaging Precision Theranostics and Radiation Protection, College of Hunan Province, the Affiliated Changsha Central Hospital, Hengyang Medical School, University of South China, Changsha 410004, China.
Kedi XiongCollege of Biophotonics, School of Optoelectronic Science and Engineering, South China Normal University, Guangzhou 510631, China.
Zijian HeCollege of Biophotonics, School of Optoelectronic Science and Engineering, South China Normal University, Guangzhou 510631, China.
Dongyu ZhangCollege of Biophotonics, School of Optoelectronic Science and Engineering, South China Normal University, Guangzhou 510631, China.
Shihan KangCollege of Biophotonics, School of Optoelectronic Science and Engineering, South China Normal University, Guangzhou 510631, China.
HongJi ChenCollege of Biophotonics, School of Optoelectronic Science and Engineering, South China Normal University, Guangzhou 510631, China.
Meng DuKey Laboratory of Medical Imaging Precision Theranostics and Radiation Protection, College of Hunan Province, the Affiliated Changsha Central Hospital, Hengyang Medical School, University of South China, Changsha 410004, China.
Xiaoyan KuiSchool of Computer Science and Engineering, Central South University, Changsha 410083, China.
Xue WenState Key Laboratory of Precision Electronics Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou 510006, China.
Zhiyi ChenKey Laboratory of Medical Imaging Precision Theranostics and Radiation Protection, College of Hunan Province, the Affiliated Changsha Central Hospital, Hengyang Medical School, University of South China, Changsha 410004, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Endometrial fibrosis, the core pathological feature of intrauterine adhesion, lacks effective early assessment methods. This study used a quantitative photoacoustic endoscopy (PAE) method to assess the relationship between early PAE-derived features and late-stage fibrosis by characterizing microvascular and inflammatory dynamics in the injured endometrium. PAE captured dynamic endometrial microvascular perfusion changes post-injury, with distinct late vascular remodeling patterns under mild and severe injury. PAE-derived vessel area and mean E lacunarity correlated strongly with histologically validated vascular density (r = 0.90 and -0.84, respectively), and at mid-to-later stages, PAE features correlated with inflammatory cell counts. Day 7 post-injury emerged as a key evaluation window, with vessel area showing AUCs of 0.938 for distinguishing mild fibrosis and 0.946 for severe fibrosis. These findings suggest that quantitative PAE provides high-resolution, biopsy-free monitoring of the endometrial microenvironment and may offer microvascular biomarkers that link early imaging changes to subsequent fibrosis progression.

Indexed as

endometrial fibrosisendometrial injuryimaging biomarkermicrovascular dynamicsphotoacoustic endoscopy

Identifiers

PMID42857670
PMCPMC13651823

What OpenQuestion holds

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Registered trials

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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.