Evidence map›Paper›PMID 41331564›Full record

ArticleThe journal of headache and pain2025

Causal proteomic insights into drug target discovery for tension-type headache.

Ran Gao, Renxi Wang, Zhonghua Xiong

Abstract read
In one paragraph

Article in The journal of headache and pain, 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

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.

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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

3 authors.

Ran GaoBeijing Institute of Brain Disorders, Laboratory of Brain Disorders, Ministry of Science and Technology, Collaborative Innovation Center for Brain Disorders, Capital Medical University, No. 10 Xitoutiao, You An Men, Beijing, 100093, China.
Renxi WangBeijing Institute of Brain Disorders, Laboratory of Brain Disorders, Ministry of Science and Technology, Collaborative Innovation Center for Brain Disorders, Capital Medical University, No. 10 Xitoutiao, You An Men, Beijing, 100093, China. renxi_wang@ccmu.edu.cn.
Zhonghua XiongHeadache Center, Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China. zhonghua_xiong@163.com.

Funding

Chinese Institutes for Medical Research CX24PY07National Natural Science Foundation of China 32270933R&D Program of Beijing Municipal Education Commission KZ202210025035
6 · The paper itself

Abstract

backgroundThe pathophysiology of tension-type headache (TTH) remains poorly understood, and current treatments are largely symptomatic. Identifying genetically supported, causally relevant proteins may provide insights into disease mechanisms and enable precision therapeutics.

methodsWe conducted a proteome-wide Mendelian randomization (MR) analysis integrating large-scale plasma proteomic quantitative trait loci with genome-wide association study data for TTH. Phenome-wide MR, enrichment, protein-protein interaction (PPI), and mediation analyses were performed to identify druggable targets and clarify potential biological pathways.

resultsThirteen plasma proteins exhibited significant causal associations with TTH (Bonferroni correction p < 2.76 × 10− 5). Enrichment analysis revealed ensheathment of neurons and cellular response to cholesterol and sterol as key pathways. Mediation analyses identified 3-methylglutaconate and 3-hydroxydecanoate as partial mediators of the proteomic effects on TTH, reflecting mitochondrial leucine catabolism and mitochondrial fatty acid beta oxidation, with mediation proportions of 7.5% to 15.2%. Phenome-wide MR analysis indicated that NRXN3, CCL22, CLEC1B, and LRIG1 were not associated with any major adverse effects. PPI analysis further showed that these proteins are functionally connected to proteins targeted by current TTH therapies, supporting their safety and translational potential.

conclusionsThis integrative genetic analysis identified multiple plasma proteins with causal and pharmacologically relevant roles in NRXN3, CCL22, CLEC1B, and LRIG1 emerged as promising and potentially safe therapeutic targets.

Indexed as

Drug DiscoveryProteomicsTension-Type HeadacheGenome-Wide Association StudyHumansDrug targetsMendelian randomizationMetabolismProteomicsTension-type headache

Identifiers

PMID41331564
PMCPMC12777244

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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.