# Study on the correlation between abnormal bone metabolism and cognitive impairment in type 2 diabetes mellitus

**Authors:** Jiang Li, Yuxiao An, Jian Qin, Noor Shafini Mohamad, Izzad Ramli

PMC · DOI: 10.3389/fmed.2025.1530462 · Frontiers in Medicine · 2025-05-09

## TL;DR

This study explores how bone metabolism issues in type 2 diabetes are linked to cognitive decline, suggesting a connection through shared biological pathways.

## Contribution

The study identifies a potential 'bone-brain axis' mechanism linking bone metabolism and cognitive impairment in T2DM patients.

## Key findings

- Patients with osteoporosis had significantly lower cognitive scores and bone density compared to those with normal bone mass.
- Osteocalcin and bone mineral density were strongly correlated with cognitive function in T2DM patients.
- Cognitive decline and reduced bone density were found to influence each other in a bidirectional relationship.

## Abstract

Type 2 diabetes mellitus (T2DM) is often accompanied by bone metabolic disorders and cognitive impairment, forming an interactive network through metabolic derangements, oxidative stress, and inflammatory responses. Hyperglycemia and insulin resistance disrupt bone remodeling leading to osteoporosis while simultaneously impairing cognition via blood-brain barrier damage and neuroinflammation. Osteogenic factors like osteocalcin may bidirectionally regulate glucose metabolism and brain function, suggesting that “bone-brain axis” dysregulation could be a potential mechanism underlying cognitive impairment in T2DM. This study aims to characterize cognitive function patterns in T2DM patients with bone metabolic abnormalities and their clinical correlations, providing a basis for multisystemic interventions.

The general clinical data, osteocalcin (OC), glycosylated hemoglobin (HbA1c), bone mineral density (BMD), and the Montreal Cognitive Assessment (MoCA) scores of 50 patients with T2DM were collected. According to whether cognitive impairment occurred or not, one-way ANOVA was performed to analyze the correlation between cognitive and clinical indicators, BMD and OC. Multiple linear regression analysis was performed with cognition and bone density as dependent variables and other factors as independent variables.

T2DM subjects were grouped according to bone mass. The osteoporosis group had the lowest MoCA score and bone density, followed by the osteopenia group. There were 16 cases (16/17 94.12%) of cognitive impairment in the osteoporosis group, 13 cases (13/17 76.47%) of cognitive impairment in the osteopenia group, and 3 cases (3/16 18.75%) of cognitive impairment in the normal bone mass group. Compared with the normal cognitive group, the MoCA score, OC measurement and BMD of the patients in the cognitive impairment group were lower (P < 0.05). BMD (r = 0.686, P = 0.000), OC (r = 0.756, P = 0.000) are positively correlated with MoCA score. OC (r = 0.690, P = 0.000) and Age (r = −0.032, P = 0.045) are positively correlated with BMD. Multivariate linear regression analysis found that with cognition as the dependent variable, the decrease in BMD (P = 0.028) and OC (P = 0.000) aggravated the occurrence of cognitive impairment; with BMD as the dependent variable, the decline in cognition (P = 0.028) and OC (P = 0.029) aggravated the decrease in BMD.

T2DM, osteoporosis, and cognitive impairment form pathological connections through metabolic disorders, chronic inflammation, and bidirectional regulatory networks of the “bone-brain axis,” with osteocalcin serving as a key mediator that maintains bone remodeling balance while also exerting cross-domain regulation over central insulin signaling and synaptic plasticity. Understanding these interactive mechanisms provides a basis for developing combined screening models integrating bone density and cognitive assessments, and promotes multidisciplinary collaborative interventions across endocrinology, orthopedics, and neurology to improve overall outcomes for T2DM patients.

## Linked entities

- **Proteins:** bglap2 (bone gamma-carboxyglutamate (gla) protein (osteocalcin) 2)
- **Diseases:** type 2 diabetes mellitus (MONDO:0005148), osteoporosis (MONDO:0005298)

## Full-text entities

- **Genes:** BGLAP (bone gamma-carboxyglutamate protein) [NCBI Gene 632] {aka BGP, OC, OCN}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}
- **Diseases:** osteoporosis (MESH:D010024), abnormal bone metabolism (MESH:D001851), cognitive impairment (MESH:D003072), T2DM (MESH:D003924), insulin resistance (MESH:D007333), Hyperglycemia (MESH:D006943), metabolic abnormalities (MESH:D008659), neuroinflammation (MESH:D000090862), chronic inflammation (MESH:D007249), bone (MESH:D001847)
- **Chemicals:** glucose (MESH:D005947)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12098386/full.md

## References

51 references — full list in the complete paper: https://tomesphere.com/paper/PMC12098386/full.md

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Source: https://tomesphere.com/paper/PMC12098386