Evidence map›Paper›PMID 42798033›Full record

ArticleMedicine2026

Association between hypertension and frozen shoulder: A bidirectional two-sample mendelian randomization study.

Danyun Hua, Yingying Chen, Lu Wang, Na Li, Xiang Xu

Abstract read
In one paragraph

Article in Medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

5 authors.

Danyun HuaDepartment of Acupuncture and Rehabilitation, Fenghua Hospital of Traditional Chinese Medicine, Ningbo, Zhejiang, China.ORCID 0009-0002-4362-3251
Yingying Chen
Lu Wang
Na Li
Xiang Xu

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Observational studies have suggested a potential association between hypertension and frozen shoulder. This study aims to elucidate the causal dynamics of this relationship using a bidirectional 2-sample Mendelian randomization approach. We analyzed data on hypertension (N = 484,598) and frozen shoulder (N = 627,998) from the IEU Open genome-wide association study database. Instrumental variables were carefully selected to ensure robust correlation and minimize linkage disequilibrium. The primary analysis was conducted using the inverse variance-weighted (IVW) method. Additional analyses, including the Weighted Median, MR-Egger, Simple Model, and Weighted Model, were performed to further assess causal effects. We conducted heterogeneity and pleiotropy tests, along with a leave-one-out analysis, to evaluate the stability of our findings. Our analysis revealed that individuals with hypertension have a significantly increased risk of developing frozen shoulder (IVW: odds ratio = 1.749, 95% CI: 1.275-2.399, P = 5.239*10-4). Conversely, reverse Mendelian randomization analysis showed no significant association between frozen shoulder and the risk of hypertension (IVW: odds ratio = 1.006, 95% CI: 0.991-1.021, P = .426). Our findings confirm that hypertension is associated with an increased risk of frozen shoulder, while the reverse does not hold. Patients with hypertension should be informed of this potential risk and consider preventive strategies against the development of frozen shoulder.

Indexed as

BursitisHypertensionMendelian Randomization AnalysisGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansPolymorphism, Single NucleotideRisk Factorscausalityfrozen shoulderhypertensionmendelian randomization

Identifiers

PMID42798033
PMCPMC13619246

What OpenQuestion holds

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Registered trials

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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.