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HemoglobinA1c is a Risk Factor for Changes of Heel Bone Mineral Density: A Mendelian Randomization Study

19 Pages Posted: 30 Mar 2022

See all articles by Xiaoxiao Ji

Xiaoxiao Ji

Zhejiang University - Department of Orthopedic Surgery

Jianqiao Hong

Zhejiang University - Department of Orthopedic Surgery

Zihao Qu

Zhejiang University - Department of Orthopedic Surgery

Weinan Yang

Zhejiang University - Department of Orthopedic Surgery

Yibo Wang

Zhejiang University - Department of Orthopedic Surgery

Jiyan Lin

Zhejiang University - Department of Orthopedic Surgery; Zhejiang University - Department of Orthopedic Surgery

Congsun Li

Zhejiang University - Department of Orthopedic Surgery

Jie Wang

Zhejiang University - Department of Orthopedic Surgery

Haochen Mou

Zhejiang University - Department of Orthopedic Surgery

Chenhe Zhou

Zhejiang University - Department of Orthopedic Surgery

Wei Wang

Zhejiang University - Department of Orthopedic Surgery

Changjian Lin

Zhejiang University - Department of Orthopedic Surgery

Shigui Yan

Zhejiang University - Department of Orthopedic Surgery

More...

Abstract

Background: As a valuable blood glucose measurement, HemoglobinA1c (HbA1c) is of great clinical value for diabetes. However, in previous observational studies, studies on its effect on bone mineral density (BMD) have different results. This study aimed to use Mendelian randomization (MR) to assess the effect of HbA1c on bone mineral density and fracture risk, and try to further explore whether this association was achieved through glycemic or non-glycemic factors.

Methods: Take HbA1c measurement as exposure, and BMD estimated from quantitative heel ultrasounds (eBMD) and bone fractures as outcomes. Two-Sample MR Analysis was conducted to assess the causal effect of HbA1C on heel BMD and risk fracture. Then, we performed the analysis using two subsets of these variants, one related to glycemic measurement and the other to erythrocyte indices.

Findings: Genetically increased HbA1C was associated with the lower heel eBMD (odds ratio [OR] 0.91 [95% CI 0.87, 0.96] per %-unit, P = 3 × 10−4(IVW)). Higher HbA1C was associated with lower heel eBMD when using only erythrocytic variants (OR 0.87 [0.82, 0.93], P=2× 10−5(IVW)); However, when using only glycemic variants, this casual association does not hold.  In further MR analysis, we tested the association of erythrocytic traits with heel eBMD.

Interpretation: Our study revealed the significant causal effect of HbA1c on eBMD, and this causal link might achieve through non-glycemic pathways (erythrocytic indices). Through this study, genetic evidence for osteoporosis prevention guidelines based on HbA1c levels can be enhanced; HbA1c could also be a potential reference marker for osteoporosis complications in patients.

Funding Information: This study is supported by research grants from Zhejiang Natural Science Foundation (No. LQ21H060006), Zhejiang Province Medical and Health project (NO.2020391395), the National Natural Science Foundation of China (No.82001461), and the fellowship of China Postdoctoral Science Foundation (No.2020M671758).

Declaration of Interests: The authors declare no competing interests.

Ethics Approval Statement: Public data was used and as such ethical approval was not required.

Keywords: Bone mineral density, HemoglobinA1c, Hemoglobin, Mendelian randomization, Osteoporosis.

Suggested Citation

Ji, Xiaoxiao and Hong, Jianqiao and Qu, Zihao and Yang, Weinan and Wang, Yibo and Lin, Jiyan and Li, Congsun and Wang, Jie and Mou, Haochen and Zhou, Chenhe and Wang, Wei and Lin, Changjian and Yan, Shigui, HemoglobinA1c is a Risk Factor for Changes of Heel Bone Mineral Density: A Mendelian Randomization Study. Available at SSRN: https://ssrn.com/abstract=4070414 or http://dx.doi.org/10.2139/ssrn.4070414

Xiaoxiao Ji

Zhejiang University - Department of Orthopedic Surgery ( email )

Hangzhou
China

Jianqiao Hong

Zhejiang University - Department of Orthopedic Surgery ( email )

Hangzhou, Zhejiang
China

Zihao Qu

Zhejiang University - Department of Orthopedic Surgery ( email )

Hangzhou, Zhejiang
China

Weinan Yang

Zhejiang University - Department of Orthopedic Surgery ( email )

Hangzhou, Zhejiang
China

Yibo Wang

Zhejiang University - Department of Orthopedic Surgery ( email )

Hangzhou, Zhejiang
China

Jiyan Lin

Zhejiang University - Department of Orthopedic Surgery ( email )

Hangzhou, Zhejiang
China

Zhejiang University - Department of Orthopedic Surgery ( email )

Hangzhou, Zhejiang
China

Congsun Li

Zhejiang University - Department of Orthopedic Surgery ( email )

Hangzhou, Zhejiang
China

Jie Wang

Zhejiang University - Department of Orthopedic Surgery ( email )

Hangzhou, Zhejiang
China

Haochen Mou

Zhejiang University - Department of Orthopedic Surgery ( email )

Hangzhou, Zhejiang
China

Chenhe Zhou

Zhejiang University - Department of Orthopedic Surgery ( email )

Hangzhou, Zhejiang
China

Wei Wang

Zhejiang University - Department of Orthopedic Surgery ( email )

Hangzhou, Zhejiang
China

Changjian Lin

Zhejiang University - Department of Orthopedic Surgery ( email )

Hangzhou, Zhejiang
China

Shigui Yan (Contact Author)

Zhejiang University - Department of Orthopedic Surgery ( email )

Hangzhou, Zhejiang
China

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