Evidence map›Paper›PMID 40065401›Full record

ArticleBMC pharmacology & toxicology2025

Development and validation of potential molecular subtypes and signatures of thyroid eye disease based on angiogenesis-related gene analysis.

Zixuan Wu, Jun Peng, Xi Long, Kang Tan, Xiaolei Yao, Qinghua Peng

Abstract read
In one paragraph

Article in BMC pharmacology & toxicology, 2025. 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

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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

1 citing paper in PubMed.

  1. 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

6 authors.

Zixuan Wu *Hunan University of Chinese Medicine, Changsha, Hunan Province, 410208, China.
Jun Peng *The First Hospital of Hunan University of Chinese Medicine, Changsha, Hunan Province, 410007, China.
Xi LongHunan University of Chinese Medicine, Changsha, Hunan Province, 410208, China.
Kang TanHunan University of Chinese Medicine, Changsha, Hunan Province, 410208, China.
Xiaolei YaoThe First Hospital of Hunan University of Chinese Medicine, Changsha, Hunan Province, 410007, China. yxlshh@126.com.
Qinghua PengHunan University of Chinese Medicine, Changsha, Hunan Province, 410208, China. pqh410007@126.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThyroid eye disease (TED) is an autoimmune inflammatory disorder of the orbit, associated with a range of potential clinical sequelae. Tumor cells in TED overexpress pro-angiogenic factors, driving the formation of heterogeneous and immature neovascularization. This dysregulated angiogenesis often leads to a hypoxic microenvironment due to insufficient perfusion. Despite its importance, the role of angiogenesis-related genes (ARGs) in TED pathophysiology remains poorly understood.

methodsTo bridge this knowledge gap, our study aimed to identify and validate ARGs implicated in TED using a comprehensive bioinformatics strategy. By intersecting differential gene expression analyses with a curated list of 103 known ARGs, we aimed to pinpoint those with potential roles in TED. Advanced methodologies, including GSEA and GSVA, facilitated an in-depth exploration of the biological functions and pathways associated with these ARGs. Further refinement through Lasso regression and SVM-RFE enabled the identification of key hub genes and the evaluation of their diagnostic potential for TED. Additionally, we investigated the relationship between these hub ARGs and relevant clinical parameters. To corroborate our findings, we analyzed expression data from datasets GSE58331 and GSE105149, focusing on the six ARGs identified as potentially crucial to TED pathology.

resultsOur investigation unveiled six ARGs (CRIP2, DUSP1, CTSL, DOCK5, ERAP1, SCG2) as intimately connected to TED. Functional analyses highlighted their involvement in processes such as response to ameboidal-type cell migration, epithelial cell migration, epithelium migration. Importantly, the diagnostic capabilities of these ARGs demonstrated promising efficacy in distinguishing TED from non-affected states.

conclusionsThis study identifies six ARGs as novel biomarker candidates for TED, elucidating their potential roles in the disease's pathogenesis.

Indexed as

Graves OphthalmopathyNeovascularization, PathologicAngiogenesisComputational BiologyGene Expression ProfilingHumansAngiogenesis-related gene (ARGs)Biomarker candidatesCTSLDOCK5Thyroid eye disease (TED)

Identifiers

PMID40065401
PMCPMC11892296

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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.