Evidence map›Paper›PMID 42210918›Full record

ArticleFrontiers in medicine2026

From risk factors to molecular targets: clinical associations and molecular docking insights into phthalate-associated diabetic retinopathy.

Zhiwei Xu, Shi Bai, Caidi He, Xiaobei Lv, Qin Li, Qile Mao, Haijian Wu, Peter Wang

Abstract read
In one paragraph

Article in Frontiers in medicine, 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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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

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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

8 authors.

Zhiwei XuDepartment of Ophthalmology, Taizhou Municipal Hospital, Taizhou University Affiliated Municipal Hospital, Taizhou, Zhejiang, China.
Shi BaiSchool of Medicine, Taizhou University, Taizhou, Zhejiang, China.
Caidi HeDepartment of Ophthalmology, Taizhou Municipal Hospital, Taizhou University Affiliated Municipal Hospital, Taizhou, Zhejiang, China.
Xiaobei LvDepartment of Ophthalmology, Taizhou Municipal Hospital, Taizhou University Affiliated Municipal Hospital, Taizhou, Zhejiang, China.
Qin LiDepartment of Medicine, Beijing Zhongwei Medical Research Center, Beijing, China.
Qile MaoDepartment of Biology, Oasis Road Research Center, Watertown, MA, United States.
Haijian WuDepartment of Ophthalmology, Taizhou Municipal Hospital, Taizhou University Affiliated Municipal Hospital, Taizhou, Zhejiang, China.
Peter WangDepartment of Medicine, Beijing Zhongwei Medical Research Center, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study aimed to identify novel risk factors for diabetic retinopathy (DR) and to explore whether phthalate exposure contribute to DR pathogenesis. Methods: We analyzed data from the 2017-2018 National Health and Nutrition Examination Survey (NHANES) and an independent clinical cohort using multiple feature-selection methods. To investigate the potential mechanisms of di-2-ethylhexyl phthalate (DEHP), we performed network toxicology and molecular docking analyes. Results: In NHANES, longer weekday outdoor time was associated with higher odds of DR (OR = 3.18, 95% CI: 1.36-7.95), whereas higher serum epi-25-hydroxyvitamin D3 levels were associated with lower odds of DR (OR = 0.80, 95% CI: 0.64-0.97). In the clinical cohort, less electronic device use was correlated with lower odds of DR (OR = 0.67, 95% CI: 0.43-0.98), while cataract was strongly associated with DR (OR = 11.0, 95% CI: 1.77-99.8). Urinary phthalate assessment showed inverse associations of mono-isobutyl phthalate (MiBP) and a mixed phthalate index with DR. Network toxicology identified 123 overlapping target genes, with enrichment in AGE-RAGE signaling and apoptosis-related pathways. Molecular docking predicted stable binding of MiBP to SRC, BCL2, and MAPK1. Conclusion: This integrative analysis identifies novel clinical and environmental correlates of DR and suggests a possible link between phthalate exposure and DR-related pathways. These findings highlight the potential relevance of environmental exposures in DR risk and offer a basis for further mechanistic and preventive research.

Indexed as

bioinformaticsDEHPdiabetesenvironmental exposureNHANESPhthalateretinopathy

Identifiers

PMID42210918
PMCPMC13212054

What Socratic holds

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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 Socratic graph.