Evidence mapPaperPMID 42570271Full record

ArticleChemistry & biodiversity2026

Network Pharmacology and Experimental Validation Elucidate the Anti-Angiogenic Mechanism of Silibinin.

Shuo-Shuo Gu, Chao-Qun Liu, Wan-Zhao Yi, Yi-Peng Li, Ling-Xiao Xia, Yu-Hong Cui, Huai-Jie Huang, Jing Meng, Hong-Wei Pan

Abstract read
In one paragraph

Article in Chemistry & biodiversity, 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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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Shuo-Shuo GuInstitute of Ophthalmology, School of Medicine, Jinan University, Guangzhou, China.ORCID https://orcid.org/0009-0004-2848-8770
Chao-Qun LiuDepartment of Ophthalmology, Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Wan-Zhao YiInstitute of Ophthalmology, School of Medicine, Jinan University, Guangzhou, China.
Yi-Peng LiInstitute of Ophthalmology, School of Medicine, Jinan University, Guangzhou, China.
Ling-Xiao XiaInstitute of Ophthalmology, School of Medicine, Jinan University, Guangzhou, China.
Yu-Hong CuiDepartment of Cardiology, Guangzhou Institute of Cardiovascular Disease, Guangdong Key Laboratory of Vascular Diseases, The Second Affiliated Hospital, Guangzhou Medical University, Guangzhou, China.
Huai-Jie HuangDepartment of Ophthalmology, The Affiliated Shunde Hospital of Jinan University, Foshan, China.
Jing MengDepartment of Ophthalmology, the First Affiliated Hospital, Jinan University, Guangzhou, China.
Hong-Wei PanInstitute of Ophthalmology, School of Medicine, Jinan University, Guangzhou, China.ORCID https://orcid.org/0000-0002-4287-481X

Funding

Guangdong Basic and Applied Basic Research Foundation 2021A1515010721Guangdong Basic and Applied Basic Research Foundation 2025A1515012596Guangdong Basic and Applied Basic Research Foundation 2026A1515011070Medical Joint Fund of Jinan University YXJC2024012North Sichuan Medical College Doctoral Initiation Fund CBY23-QDA33Scientific research and cultivation fund of the Affiliated Shunde Hospital of Jinan University 202401006
6 · The paper itself

Abstract

Retinopathy of prematurity (ROP) is a sight-threatening vascular disorder driven by pathological neovascularization. Silibinin (SIL), a major flavonolignan from milk thistle, possesses antioxidant and anti-inflammatory properties. Mechanistically, its therapeutic effect arises from attenuated oxidative stress, which suppresses mitogen-activated protein kinase (MAPK) signaling upstream. This study employed an integrated network pharmacology and experimental strategy to elucidate SIL's antiangiogenic mechanism. Network analysis identified the MAPK pathway as a key target, and topological analysis highlighted core associated proteins (KDR, ABCB1, and MMP2). Subsequent in vitro experiments using human umbilical vein endothelial cells (HUVECs) showed that SIL (at concentrations of 10 and 20 µM) significantly inhibited hypoxia-induced MAPK pathway activation (reducing phosphorylation of p38, ERK, and JNK) and downregulated KDR expression. SIL treatment dose-dependently suppressed endothelial cell proliferation, migration, and tube formation under hypoxic conditions. In an oxygen-induced retinopathy (OIR) mouse model, in vivo administration of SIL (at a dose of 100 mg/kg) reduced pathological retinal neovascularization (RNV) by ∼57.6% and the avascular area by ∼27.2%. (p < 0.01 and p < 0.05, respectively). These findings demonstrate that SIL inhibits pathological retinal angiogenesis primarily by modulating the MAPK pathway, providing mechanistic insight and highlighting its potential as a multi-target therapeutic candidate for ROP.

Indexed as

Angiogenesis InhibitorsNetwork PharmacologySilybinAnimalsCell MovementCell ProliferationDose-Response Relationship, DrugHumansHuman Umbilical Vein Endothelial CellsMiceMice, Inbred C57BLRetinal NeovascularizationRetinopathy of PrematurityAngiogenesis InhibitorsSilybinMAPK signalingoxidative stressretinal endothelial cellsretinopathy of prematuritysilibinin

Identifiers

PMID42570271
PMCPMC13452503

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.