Evidence map›Paper›PMID 42826275›Full record

ArticleMedicine2026

Sex hormone-binding globulin increases lumbar fracture risk via bone density, inflammation, and insulin pathways: A Mendelian randomization study.

Gushang Xia, Rong Yang, Yusong Zhou, Shenyu Luo, Jiannan Shao, Qingli Kong, Honggang Luo, Xianglin Li

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.

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

8 authors.

Gushang XiaDepartment of Orthopaedics, The People's Hospital of Chuxiong Yi Autonomous Prefecture, Chuxiong, China.ORCID 0009-0001-8601-3923
Rong Yang
Yusong Zhou
Shenyu Luo
Jiannan Shao
Qingli Kong
Honggang Luo
Xianglin Li

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Circulating sex hormone-binding globulin (SHBG) regulates bioavailable sex hormones that influence bone metabolism. We investigated whether genetically higher SHBG increases lumbar fracture (LF) risk and identified the biological pathways mediating this effect, including bone mineral density (BMD), C-reactive protein (CRP), and insulin use. A two-sample bidirectional and mediation Mendelian randomization (MR) framework was applied using genome-wide significant single-nucleotide polymorphisms (P < 5 × 10-8) from large-scale genome-wide association study datasets (FinnGen, UK Biobank, and IEU OpenGWAS). Instrumental variables were linkage disequilibrium-pruned (r2 < 0.01), and analyses were conducted using inverse-variance weighted, MR-Egger, and Mendelian Randomization Pleiotropy RESidual Sum and Outlier methods. Genetically predicted SHBG was causally associated with higher LF risk (FinnGen: odds ratio [OR] = 1.201; 95% confidence interval, 1.028-1.404; P = .021; UK Biobank: OR = 1.005; 95% confidence interval, 1.002-1.008; P = .002). SHBG showed significant negative effects on lumbar BMD (OR = 0.934; P = .0029) and CRP (OR = 0.921; P = .0065), and a modest decrease in insulin medication use (OR = 0.9963; P = 6.1 × 10-6). Mediation analysis revealed that 64.8% of SHBG's total effect on LF was mediated through BMD, 63.8% through CRP, and 38.7% through insulin pathways. Sensitivity tests confirmed robustness without evidence of pleiotropy. Genetically elevated SHBG increases LF risk mainly through impaired bone density and systemic inflammation. These findings suggest that interventions targeting SHBG-related metabolic pathways may help reduce skeletal fragility.

Indexed as

Bone DensityInflammationInsulinLumbar VertebraeSex Hormone-Binding GlobulinSpinal FracturesC-Reactive ProteinFemaleGenome-Wide Association StudyHumansMaleMendelian Randomization AnalysisPolymorphism, Single NucleotideRisk FactorsC-Reactive ProteinInsulinSex Hormone-Binding GlobulinSHBG protein, humanbone mineral densityC-reactive proteininsulin medicationlumbar fracturemediation analysisMendelian randomizationSHBG

Identifiers

PMID42826275
PMCPMC13633024

What OpenQuestion holds

Textmetadata
Read underepoch 390

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 OpenQuestion graph.