Evidence map›Paper›PMID 42333666›Full record

ArticleJournal of the American Heart Association2026

Systematic Identification of Therapeutic Targets and Repurposed Drugs for Stroke: From Genome Causal Analysis to Multilevel Validation.

Xia Zhang, Yi-Ming Zhang, Ji-Lai Li, Wei Wang, Wen-Jun Tu, Hong-Qi Wang

Abstract read
In one paragraph

Article in Journal of the American Heart Association, 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

6 authors.

Xia ZhangDepartment of Physiology and Pathophysiology School of Basic Medical Sciences, Capital Medical University Beijing China.ORCID 0000-0003-1682-121X
Yi-Ming ZhangDepartment of Physiology and Pathophysiology School of Basic Medical Sciences, Capital Medical University Beijing China.ORCID 0009-0008-6427-1877
Ji-Lai LiDepartment of Neurology, Aerospace Medical Center Aerospace Center Hospital, Peking University Aerospace School of Clinical Medicine Beijing China.ORCID 0009-0004-7925-3402
Wei WangDepartment of Physiology and Pathophysiology School of Basic Medical Sciences, Capital Medical University Beijing China.ORCID 0000-0003-1537-8471
Wen-Jun TuDepartment of Neurology, Aerospace Medical Center Aerospace Center Hospital, Peking University Aerospace School of Clinical Medicine Beijing China.
Hong-Qi WangDepartment of Neurology, Aerospace Medical Center Aerospace Center Hospital, Peking University Aerospace School of Clinical Medicine Beijing China.ORCID 0009-0008-9780-7447

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundStroke is a severe cerebrovascular disease characterized by narrow time windows and complications. This study aimed to identify novel drug targets and repurposed drugs for stroke.

methodsThis study used expression quantitative trait loci data from druggable genes in brain and blood as instrumental variables. Mendelian randomization, colocalization, and phenome-wide Mendelian randomization were applied to evaluate causal relationships and potential side effects, with stroke and ischemic stroke as primary outcomes. Preclinical validation used oxygen-glucose deprivation/reperfusion and middle cerebral artery occlusion/reperfusion models. Pharmacological and behavioral assessments evaluated the therapeutic potential of candidate targets and drugs. Additionally, proteomic sequencing was performed following GGCX (γ-glutamyl carboxylase) overexpression to explore its biological functions.

resultsElevated GGCX expression in brain and blood was potentially causally associated with reduced risk of stroke and ischemic stroke, supported by colocalization evidence, although potential cardiovascular risks could not be excluded. Drug repositioning identified ifenprodil as a candidate agent that reduced infarction volume, improved motor and cognitive functions, and reversed GGCX downregulation in mice. Ifenprodil treatment and GGCX overexpression alleviated oxygen-glucose deprivation/reperfusion-induced injury and upregulated GGCX expression. Mechanistically, GGCX conferred neuroprotection by regulating protein homeostasis, suppressing inflammation, promoting metabolic recovery, and modulating nuclear transcriptional regulation.

conclusionsThis study established a potential causal link between GGCX and stroke risk, particularly ischemic stroke. GGCX represents a promising therapeutic target for ischemic stroke. Targeted GGCX expression upregulation and drug repurposing, particularly ifenprodil, may offer novel therapeutic avenues. Further validation is warranted to assess clinical efficacy and safety.

Indexed as

BrainCarbon-Carbon LigasesDrug RepositioningInfarction, Middle Cerebral ArteryIschemic StrokeNeuroprotective AgentsStrokeAnimalsDisease Models, AnimalGenome-Wide Association StudyHumansMaleMendelian Randomization AnalysisMiceMice, Inbred C57BLProteomicsCarbon-Carbon LigasesNeuroprotective Agentsdruggable geneMendelian randomizationphenome‐wide association analysisrepurposed drugstrokeγ‐glutamyl carboxylase (GGCX)

Identifiers

PMID42333666
PMCPMC13477297

What Socratic holds

Textmetadata
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Registered trials

None linked

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.