Volume 13, Issue 6 pp. 458-468
ORIGINAL ARTICLE

Age at menarche, ideal cardiovascular health metrics, and risk of diabetes in adulthood: Findings from the REACTION study

月经初潮年龄、理想的心血管健康指标和成年后糖尿病患病风险:来自REACTION研究的发现

Chunyan Hu

Chunyan Hu

Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

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Yi Zhang

Yi Zhang

Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

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Jie Zhang

Jie Zhang

Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

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Yanan Huo

Yanan Huo

Jiangxi Provincial People's Hospital Affiliated to Nanchang University, Nanchang, China

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Qin Wan

Qin Wan

The Affiliated Hospital of Luzhou Medical College, Luzhou, China

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Mian Li

Mian Li

Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

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Hongyan Qi

Hongyan Qi

Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

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Rui Du

Rui Du

Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

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Yuanyue Zhu

Yuanyue Zhu

Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

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Yingfen Qin

Yingfen Qin

The First Affiliated Hospital of Guangxi Medical University, Nanning, China

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Ruying Hu

Ruying Hu

Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China

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Lixin Shi

Lixin Shi

Affiliated Hospital of Guiyang Medical College, Guiyang, China

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Qing Su

Qing Su

Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China

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Xuefeng Yu

Xuefeng Yu

Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China

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Li Yan

Li Yan

Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China

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Guijun Qin

Guijun Qin

The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China

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Xulei Tang

Xulei Tang

The First Hospital of Lanzhou University, Lanzhou, China

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Gang Chen

Gang Chen

Fujian Provincial Hospital, Fujian Medical University, Fuzhou, China

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Min Xu

Min Xu

Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

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Tiange Wang

Tiange Wang

Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

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Zhiyun Zhao

Zhiyun Zhao

Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

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Yuhong Chen

Yuhong Chen

Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

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Zhengnan Gao

Zhengnan Gao

Dalian Municipal Central Hospital, Dalian, China

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Guixia Wang

Guixia Wang

The First Hospital of Jilin University, Changchun, China

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Feixia Shen

Feixia Shen

The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China

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Zuojie Luo

Zuojie Luo

The First Affiliated Hospital of Guangxi Medical University, Nanning, China

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Li Chen

Li Chen

Qilu Hospital of Shandong University, Jinan, China

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Qiang Li

Qiang Li

The Second Affiliated Hospital of Harbin Medical University, Harbin, China

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Zhen Ye

Zhen Ye

Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China

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Yinfei Zhang

Yinfei Zhang

Central Hospital of Shanghai Jiading District, Shanghai, China

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Chao Liu

Chao Liu

Jiangsu Province Hospital on Integration of Chinese and Western Medicine, Nanjing, China

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Youmin Wang

Youmin Wang

The First Affiliated Hospital of Anhui Medical University, Hefei, China

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Shengli Wu

Shengli Wu

Karamay Municipal People's Hospital, Xinjiang, China

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Tao Yang

Tao Yang

The First Affiliated Hospital of Nanjing Medical University, Nanjing, China

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Huacong Deng

Huacong Deng

The First Affiliated Hospital of Chongqing Medical University, Chongqing, China

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Lulu Chen

Lulu Chen

Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China

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Jiajun Zhao

Jiajun Zhao

Shandong Provincial Hospital affiliated to Shandong University, Jinan, China

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Yiming Mu

Yiming Mu

Chinese People's Liberation Army General Hospital, Beijing, China

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Weiqing Wang

Weiqing Wang

Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

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Yu Xu

Yu Xu

Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

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Yufang Bi

Yufang Bi

Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

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Jieli Lu

Corresponding Author

Jieli Lu

Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

Correspondence

Jieli Lu, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 197 Rui Jin 2nd Road, Shanghai 200025, China.

Email: [email protected]

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Guang Ning

Guang Ning

Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

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for the REACTION Study Group

for the REACTION Study Group

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First published: 01 November 2020
Citations: 14
Chunyan Hu, Yi Zhang, Jie Zhang, and Yanan Huo contributed equally to this work.

Funding information: Shanghai Medical and Health Development Foundation, Grant/Award Number: DMRFP_I_01; Shanghai Outstanding Academic Leaders Plan, Grant/Award Numbers: 18XD1402500, 20XD1422800; the National Major Scientific and Technological Special Project for “Significant New Drugs Development”, Grant/Award Number: 2017ZX09304007; the Ministry of Science and Technology of the People's Republic of China, Grant/Award Numbers: 2016YFC1304904, 2016YFC1305202, 2016YFC1305600, 2016YFC0901200, 2017YFC1310700, 2018YFC1311800; the National Natural Science Foundation of China, Grant/Award Numbers: 81561128019, 81670795, 81700764, 81970691, 81970728

Abstract

en

Background

Age at menarche was reported to be associated with the risk of diabetes. However, the impact of ideal cardiovascular health metrics (ICVHMs) on the association between age at menarche and adulthood diabetes risk was unclear.

Methods

We included 121 431 women from the nationwide, population-based cohort of the REACTION study (Risk Evaluation of Cancers in Chinese Diabetic Individuals: a Longitudinal Study). The diagnosis of diabetes was based on the oral glucose tolerance test (OGTT) and glycosylated hemoglobin (HbA1c) measurement. Logistic regression and multiplicative interaction analysis were conducted to investigate the potential interaction effect between age at menarche and ICVHMs on the development of diabetes.

Results

The multivariable-adjusted odds ratios of diabetes across categories of age at menarche (<14, 14-17, and > 17 years) were 1.22 (95% confidence interval [CI]: 1.17, 1.28), 1.00 (reference), and 0.89 (95% CI: 0.85, 0.93), respectively. In subgroup analysis, significant interactions were detected between total cholesterol/blood pressure levels and age at menarche regarding the risk of diabetes (P for interaction = .0091 and .0019, respectively). The increased risk associated with age at menarche <14 years was observed in participants with three or fewer ICVHMs, but not in women with four or more ICVHMs (P for interaction = .0001).

Conclusions

Age at menarche was inversely associated with the risk of diabetes in adulthood in Chinese women, and it appeared to be modified by the presence of ICVHMs. Further studies are needed to clarify the precise interrelationship and the generalizability of our results.

摘要

zh

背景

既往研究提示月经初潮年龄与糖尿病风险有关。然而尚不清楚理想的心血管健康指标对月经初潮年龄与成年后糖尿病风险之间关系的影响。

方法

我们纳入全国多中心REACTION研究(中国2型糖尿病患者恶性肿瘤发生风险的流行病学研究)中121431名女性。糖尿病的诊断基于口服葡萄糖耐量试验和糖化血红蛋白测值。使用Logistic回归和乘法项交互作用分析理想的心血管健康指标在月经初潮年龄与糖尿病相关性之间的潜在交互作用。

结果

多变量校正后; 与月经初潮年龄14-17岁者相比; 月经初潮年龄<14岁和> 17岁组的糖尿病风险比值比(95%可信区间)分别为1.22(1.17-1.28)和0.89(0.85-0.93)。分层分析中; 在总胆固醇; 血压水平和月经初潮年龄与糖尿病风险之间存在显著的交互作用(交互作用P 值分别为 0.0091和0.0019)。在有≤3个理想的心血管健康指标的女性中观察到月经初潮年龄<14岁与成年后糖尿病发生风险增加显著相关; 但在有4个或更多理想的心血管健康指标的女性中则没有观察到显著的风险增加(理想的心血管健康指标的数量与月经初潮年龄之间的交互作用P值 = 0.0001)。

结论

女性成年后患糖尿病的风险与月经初潮年龄呈负相关; 而这种关系或可因理想的心血管健康指标而改变。需进一步研究以阐明其中的相互关系以及研究结果的普遍性。

CONFLICT OF INTERESTS

The authors declare that there is no duality of interest associated with this manuscript.

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