Evidence map›Paper›PMID 40295650›Full record

ArticleScientific reports2025

Genetic evidence from Mendelian randomization links CD40 levels to increased risk of estrogen receptor-positive breast cancer.

Junyu Yi, Qingfeng Chen, Xiaoyi Liu, Yan Mao, Yongmei Wang, Meng Lv, Haibo Wang, Yuanyuan Wang

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

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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

2 citing papers in PubMed.

  1. The association betweenFrontiers in genetics · 2026
    Article
  2. Review
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

8 authors.

Junyu Yi *Breast Disease Center, The Affiliated Hospital of Qingdao University, Qingdao, 266000, People's Republic of China.
Qingfeng Chen *Breast Disease Center, The Affiliated Hospital of Qingdao University, Qingdao, 266000, People's Republic of China.
Xiaoyi LiuBreast Disease Center, The Affiliated Hospital of Qingdao University, Qingdao, 266000, People's Republic of China.
Yan MaoBreast Disease Center, The Affiliated Hospital of Qingdao University, Qingdao, 266000, People's Republic of China.
Yongmei WangBreast Disease Center, The Affiliated Hospital of Qingdao University, Qingdao, 266000, People's Republic of China.
Meng LvBreast Disease Center, The Affiliated Hospital of Qingdao University, Qingdao, 266000, People's Republic of China.
Haibo WangBreast Disease Center, The Affiliated Hospital of Qingdao University, Qingdao, 266000, People's Republic of China. hbwang66@qdu.edu.cn.
Yuanyuan WangBreast Disease Center, The Affiliated Hospital of Qingdao University, Qingdao, 266000, People's Republic of China. cristinaup@163.com.

Funding

National Natural Science Foundation of China 81902816National Natural Science Foundation of China 82303815the Natural Science Funding of Shandong Province ZR2023MH060
6 · The paper itself

Abstract

This study uses Mendelian randomization (MR) to investigate the causal roles of CD40 and CD40L in BC.Data from genome-wide association studies (GWAS) on BC (overall, ER-positive, and ER-negative subtypes) and CD40/CD40L levels were obtained from the IEU database. Causal associations were assessed using the inverse-variance weighted (IVW) method, with additional robustness checks performed via MR-Egger, weighted median, and weighted mode methods. Sensitivity analyses, including Cochran's Q test and MR-PRESSO, were conducted to assess heterogeneity and pleiotropy. Reverse MR analyses were also performed to examine if BC influences CD40/CD40L levels.A borderline significant association was found between CD40 levels and overall BC risk (IVW OR 1.027, 95% CI 1.000-1.054, p = 0.049), with a more robust association observed for ER-positive BC (OR 1.048, 95% CI 1.016-1.082, p = 0.003). No significant associations were found between CD40 levels and ER-negative BC. CD40L did not show any significant associations with BC. Reverse MR analysis indicated no causal effect of BC on CD40/CD40L levels. CD40 is causally associated with a borderline increase in overall BC risk and a more significant increase in ER-positive BC risk. These findings suggest a potential role for CD40 in BC, particularly in ER-positive cases.

Indexed as

Breast NeoplasmsCD40 AntigensGenetic Predisposition to DiseaseReceptors, EstrogenCD40 LigandFemaleGenome-Wide Association StudyHumansMendelian Randomization AnalysisPolymorphism, Single NucleotideRisk FactorsCD40 AntigensCD40 LigandReceptors, EstrogenBreast cancerCausal associationCD40LER-positiveMendelian randomization CD40

Identifiers

PMID40295650
PMCPMC12037882

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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.