Evidence map›Paper›PMID 40679760›Full record

ArticleTranslational stroke research2025

FLT1 as a Protective Factor in Ischemic Stroke: Insights from Real-World Pharmacovigilance and Genetic Evidence.

Haohao Chen, Jinhua Yang, Zihao Li, Fenfei Gao

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Article in Translational stroke research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

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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

4 authors.

Haohao ChenDepartment of Pharmacy, the First Affiliated Hospital of Shantou University Medical College, Shantou, China.
Jinhua YangDepartment of Pharmacology, Shantou University Medical College, 22 Xinling Road, Jinping District, Shantou, 515041, Guangdong, China.
Zihao LiDepartment of Clinical Medicine, Shantou University Medical College, Shantou, China.
Fenfei GaoDepartment of Pharmacology, Shantou University Medical College, 22 Xinling Road, Jinping District, Shantou, 515041, Guangdong, China. ffgao@stu.edu.cn.

Funding

Basic and Applied Basic Research Foundation of Guangdong Province 2025A1515012755
6 · The paper itself

Abstract

Ischemic stroke contributes substantially to global death and disability, yet effective molecular targets remain scarce. This study integrates real-world pharmacovigilance data, molecular databases, and genetic evidence to support the discovery and validation of novel therapeutic targets. A stepwise analytic pipeline combined adverse event signals from the FDA Adverse Event Reporting System (FAERS), drug-target data from DrugBank, and Mendelian randomization (MR) using proteomic instruments from the UK Biobank Pharma Proteomics Project (UKB PPP). Disproportionality analyses identified drugs with signals for ischemic stroke. The top 30 drugs were cross-referenced in DrugBank to identify molecular targets, which were subjected to protein interaction and pathway enrichment analyses. MR analysis assessed the causal effects of plasma proteins on ischemic stroke using GWAS data from GIGASTROKE (discovery) and FinnGen (validation). Among 88,313 ischemic stroke-related reports in FAERS, 701 drugs showed consistent signals, with the top 30 prioritized for target identification. FLT1 was the only overlapping protein between MR-significant proteins and FAERS-associated drug targets. MR analysis showed a significant inverse causal relationship between plasma FLT1 levels and ischemic stroke in both the discovery (OR, 0.864; 95% CI, 0.774-0.965) and validation (OR, 0.829; 95% CI, 0.788-0.871) datasets. FLT1 was enriched in pathways such as MAPK and PI3K-Akt, implicated in stroke-related molecular processes. FLT1 was identified as a potential protective factor against ischemic stroke through a triangulated approach combining pharmacovigilance, target bioinformatics, and MR analysis. These findings offer mechanistic insights and a promising direction for targeted intervention.

Indexed as

Brain IschemiaIschemic StrokePharmacovigilanceVascular Endothelial Growth Factor Receptor-1Adverse Drug Reaction Reporting SystemsHumansMendelian Randomization AnalysisProtective FactorsFLT1 protein, humanVascular Endothelial Growth Factor Receptor-1FAERSFLT1GWASIschemic strokeMendelian randomizationPharmacovigilance

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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.