Evidence map›Paper›PMID 40417692›Full record

ArticleFrontiers in medicine2025

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

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

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Article in Frontiers in medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Jiang Li *Faculty of Health Sciences, Universiti Teknologi MARA, Shah Alam, Malaysia.
Yuxiao An *The Second Affiliated Hospital of Shandong First Medical University, Taian, China.
Jian QinFaculty of Health Sciences, Universiti Teknologi MARA, Shah Alam, Malaysia.
Noor Shafini MohamadMedical Imaging, Faculty of Health and Life Sciences, Exeter, United Kingdom.
Izzad RamliCollege of Computing, Informatics and Mathematics, Universiti Teknologi MARA, Shah Alam, Malaysia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: 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. Methods: 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. Results: 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 ( Conclusion: 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.

Indexed as

abnormal bone metabolismbone mineral densitycognitive impairmentosteocalcintype 2 diabetes mellitus

Identifiers

PMID40417692
PMCPMC12098386

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