# Associations of Albuminuria and Metabolic Syndrome Traits With Fracture Risk in Patients With Type 2 Diabetes: A Population‐Based Cohort Study

**Authors:** Xi Xiong, David T. W. Lui, Chengsheng Ju, Xiaodong Liu, Li Wei, Manju Chandran, Carlos K. H. Wong

PMC · DOI: 10.1002/jcsm.70215 · Journal of Cachexia, Sarcopenia and Muscle · 2026-02-02

## TL;DR

This study finds that albuminuria and metabolic syndrome traits increase fracture risk in type 2 diabetes patients, especially in non-obese individuals.

## Contribution

The study identifies albuminuria as a strong predictor of fractures in type 2 diabetes, with implications for screening and risk stratification.

## Key findings

- Albuminuria was the strongest risk factor for hip and major osteoporotic fractures in type 2 diabetes patients.
- Metabolic syndrome traits compounded fracture risk, particularly in non-obese individuals.
- Albuminuria remained a significant risk factor across all diabetes durations.

## Abstract

Type 2 diabetes is associated with an increased risk of fragility fractures. While obesity may protect against fractures, individuals with type 2 diabetes often exhibit other metabolic syndrome (MetS) traits and albuminuria. We evaluated their roles and synergistic implications on incident fractures, stratified by obesity status.

Patients with type 2 diabetes were identified from territory‐wide electronic health records in Hong Kong (2000–2018). MetS‐related traits included albuminuria and individual MetS traits (obesity, hypertension, low HDL‐cholesterol and hypertriglyceridemia). Outcomes were hip and major osteoporotic fractures (MOF). Patients were followed until fracture, death or 31 December 2020. Adjusted hazard ratios (aHRs) were estimated using multivariable Cox models.

Among 165 289 patients with type 2 diabetes (median age: 60.0 years; 54.2% men), 1583 (0.96%) experienced hip fractures, and 3393 (2.05%) had MOF over a median follow‐up of 5.3 years. Albuminuria was the strongest risk factor for hip fractures (obese: aHR 1.33, 95% CI 1.11–1.60; non‐obese: 1.54, 1.33–1.78) and MOF (obese: 1.13, 1.01–1.26; non‐obese: 1.28, 1.15–1.43). Hypertension was a significant risk factor only in non‐obese patients. In the non‐obese group, each additional MetS‐related trait was associated with an increased risk of hip fracture and MOF. When stratified by diabetes duration, albuminuria remained a significant risk factor across different diabetes durations, while suboptimal glycaemic control became a significant risk factor particularly when diabetes duration ≥ 5 years.

In this large population‐based cohort of patients with type 2 diabetes predominantly of Asian descent from Hong Kong, albuminuria emerged as an important predictor of fracture risk. MetS traits compound this risk, especially in non‐obese individuals. These findings could be instrumental in shaping screening initiatives for fracture risk optimization in type 2 diabetes.

## Linked entities

- **Diseases:** Type 2 diabetes (MONDO:0005148), metabolic syndrome (MONDO:0000816)

## Full-text entities

- **Genes:** SLC5A2 (solute carrier family 5 member 2) [NCBI Gene 6524] {aka SGLT2}, ALB (albumin) [NCBI Gene 213] {aka FDAHT, HSA, PRO0883, PRO0903, PRO1341}, PTH (parathyroid hormone) [NCBI Gene 5741] {aka FIH1, PTH1}
- **Diseases:** hyperparathyroidism (MESH:D006961), Obesity (MESH:D009765), microvascular and renal complications (OMIM:603933), frailty (MESH:D000073496), Hypertension (MESH:D006973), sarcopenia (MESH:D055948), Osteoporotic Fractures (MESH:D058866), neuropathy (MESH:D009422), secondary hyperparathyroidism (MESH:D006962), dementia (MESH:D003704), T2D. (MESH:D003924), accidents (MESH:D000081084), rheumatoid arthritis (MESH:D001172), bone fragility (MESH:C536063), vertebral (MESH:C535781), diabetic kidney disease (MESH:D003928), Hip fractures (MESH:D006620), osteoporosis (MESH:D010024), COVID-19 (MESH:D000086382), diabetic bone disease (MESH:D001847), Diabetes (MESH:D003920), phosphate homeostasis (MESH:D007015), insulin resistance (MESH:D007333), type 1 diabetes (MESH:D003922), MetS (MESH:D024821), hip (MESH:D025981), chronic obstructive pulmonary disease (MESH:D029424), Fragility fractures (MESH:D005600), metabolic dysregulation (MESH:D021081), limb fracture (MESH:D001259), Comorbidity (MESH:D004194), abnormalities in (MESH:D000014), diabetic retinopathy (MESH:D003930), cardiovascular (MESH:D002318), death (MESH:D003643), heart failure (MESH:D006333), liver disease (MESH:D008107), diabetic complications (MESH:D048909), falls (MESH:C537863), trauma (MESH:D014947), Albuminuria (MESH:D000419), microvascular (MESH:D017566), hypertriglyceridemia (MESH:D015228), chronic kidney disease (MESH:D051436), adiposity (MESH:D018205), latent autoimmune diabetes (MESH:D000071698), inflammation (MESH:D007249), metabolic abnormalities (MESH:D008659), Fracture (MESH:D050723), kidney (MESH:D007674)
- **Chemicals:** calcium (MESH:D002118), glucose (MESH:D005947), advanced (-), creatinine (MESH:D003404), glycemia (MESH:D001786), vitamin D (MESH:D014807), triglycerides (MESH:D014280)
- **Species:** Hepatovirus A (no rank) [taxon 12092], Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

39 references — full list in the complete paper: https://tomesphere.com/paper/PMC12864539/full.md

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Source: https://tomesphere.com/paper/PMC12864539