Predictive Efficiency of Prediabetes for Diabetes Among Chinese Middle-Aged and Older Populations: a 5-Year National Prospective Cohort Study

被引:0
|
作者
Sun, Hang [1 ,2 ,3 ]
Xu, Lu [4 ]
Liu, Lili [5 ]
Zhan, Siyan [4 ,5 ,6 ]
Wang, Shengfeng [5 ]
Song, Yongfeng [1 ,7 ,8 ]
机构
[1] Shandong Univ, Shandong Prov Hosp, Cheeloo Coll Med, Dept Endocrinol, Jinan, Shandong, Peoples R China
[2] Shandong Clin Med Ctr Endocrinol & Metab, Jinan, Shandong, Peoples R China
[3] Shandong Acad Clin Med, Inst Endocrinol & Metab, Jinan, Shandong, Peoples R China
[4] Peking Univ Third Hosp, Res Ctr Clin Epidemiol, Beijing, Peoples R China
[5] Peking Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, Beijing 100191, Peoples R China
[6] Peking Univ, Inst Artificial Intelligence, Ctr Intelligent Publ Hlth, Beijing, Peoples R China
[7] Shandong Inst Endocrine & Metab Dis, Jinan, Shandong, Peoples R China
[8] Shandong First Med Univ, Shandong Prov Hosp, Dept Endocrinol, Jinan, Shandong, Peoples R China
关键词
Prediabetes; Type; 2; diabetes; Chinese population; Aging; Diagnostic criteria; IMPAIRED FASTING GLUCOSE; TYPE-2; PREVALENCE; HEALTH; RISK; EPIDEMIOLOGY; PROGRESSION; OBESITY; ADULTS; CARE;
D O I
10.1007/s11606-022-07731-x
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background Limited studies have explored the predictive efficiency of prediabetes based on two definitions for diabetes among Chinese middle-aged and older populations with prediabetes. Objective To evaluate the predictive efficiency of prediabetes based on two definitions for diabetes and the clinical and public health benefit in Chinese middle-aged and older populations. Design A 5-year cohort study from the China Health and Retirement Longitudinal Study. Participants A total of 5208 participants who had blood sample data at baseline in 2011. Main Measures The exposure was prediabetes based on American Diabetes Association (ADA) and World Health Organization (WHO) definition. The main outcome was incident diabetes. The ability of prediabetes for predicting diabetes was assessed by sensitivity, specificity, positive predictive value, and negative predictive value. Cox proportional hazards regression was used to explore the associations between prediabetes and the 5-year risk of diabetes and all-cause mortality. Key Results Among those with prediabetes according to the ADA definition, only 426 (15.45%) with baseline prediabetes progressed to total diabetes, while according to the WHO definition, 208 (21.89%) progressed to total diabetes. In terms of the ability of predicting the incident total diabetes in 5 years, the ADA definition has a higher sensitivity than the WHO definition (70.76% versus 34.55%, P < 0.001), while the WHO definition has a higher specificity than the ADA definition (84.09% versus 49.35%, P < 0.001). Positive predictive values based on the two definitions were low (< 24%); negative predictive values were high (> 90%). Conclusions Neither definition of prediabetes is robust for predicting diabetes development in Chineses middle-aged and older populations.
引用
收藏
页码:667 / 674
页数:8
相关论文
共 50 条
  • [1] Predictive Efficiency of Prediabetes for Diabetes Among Chinese Middle-Aged and Older Populations: a 5-Year National Prospective Cohort Study
    Hang Sun
    Lu Xu
    Lili Liu
    Siyan Zhan
    Shengfeng Wang
    Yongfeng Song
    [J]. Journal of General Internal Medicine, 2023, 38 : 667 - 674
  • [2] A Prediction Model for Prediabetes Risk in Middle-Aged and Elderly Populations: A Prospective Cohort Study in China
    Wu, Jiahua
    Zhou, Jiaqiang
    Yin, Xueyao
    Chen, Yixin
    Lin, Xihua
    Xu, Zhiye
    Li, Hong
    [J]. INTERNATIONAL JOURNAL OF ENDOCRINOLOGY, 2021, 2021
  • [3] Muscle strength and prediabetes progression and regression in middle-aged and older adults: a prospective cohort study
    Qiu, Shanhu
    Cai, Xue
    Yuan, Yang
    Xie, Bo
    Sun, Zilin
    Wang, Duolao
    Wu, Tongzhi
    [J]. JOURNAL OF CACHEXIA SARCOPENIA AND MUSCLE, 2022, 13 (02) : 909 - 918
  • [4] Development of a new scoring system to predict 5-year incident diabetes risk in middle-aged and older Chinese
    Han, Xu
    Wang, Jing
    Li, Yaru
    Hu, Hua
    Li, Xiulou
    Yuan, Jing
    Yao, Ping
    Miao, Xiaoping
    Wei, Sheng
    Wang, Youjie
    Liang, Yuan
    Zhang, Xiaomin
    Guo, Huan
    Pan, An
    Yang, Handong
    Wu, Tangchun
    He, Meian
    [J]. ACTA DIABETOLOGICA, 2018, 55 (01) : 13 - 19
  • [5] Development of a new scoring system to predict 5-year incident diabetes risk in middle-aged and older Chinese
    Xu Han
    Jing Wang
    Yaru Li
    Hua Hu
    Xiulou Li
    Jing Yuan
    Ping Yao
    Xiaoping Miao
    Sheng Wei
    Youjie Wang
    Yuan Liang
    Xiaomin Zhang
    Huan Guo
    An Pan
    Handong Yang
    Tangchun Wu
    Meian He
    [J]. Acta Diabetologica, 2018, 55 : 13 - 19
  • [6] Transition of cardiometabolic status and the risk of type 2 diabetes mellitus among middle-aged and older Chinese: A national cohort study
    Qiu, Yiwen
    Yi, Qian
    Li, Shuting
    Sun, Weidi
    Ren, Ziyang
    Shen, Yaojia
    Wu, Yuhang
    Wang, Zhicheng
    Xia, Wei
    Song, Peige
    [J]. JOURNAL OF DIABETES INVESTIGATION, 2022, 13 (08) : 1426 - 1437
  • [7] Prospective associations between pulse pressure and cognitive performance in Chinese middle-aged and older population across a 5-year study period
    Sha, Tingting
    Cheng, Wenwei
    Yan, Yan
    [J]. ALZHEIMERS RESEARCH & THERAPY, 2018, 10
  • [8] Prospective associations between pulse pressure and cognitive performance in Chinese middle-aged and older population across a 5-year study period
    Tingting Sha
    Wenwei Cheng
    Yan Yan
    [J]. Alzheimer's Research & Therapy, 10
  • [9] Associations of obesity-related indices with prediabetes regression to normoglycemia among Chinese middle-aged and older adults: a prospective study
    Yang, Hongguang
    Zhang, Minjie
    Nie, Jiaqi
    Zhang, Minzhe
    Lu, Gaolei
    Chen, Rui
    He, Qiqiang
    [J]. FRONTIERS IN NUTRITION, 2023, 10
  • [10] Transition of Hypertriglyceridemic-Waist Phenotypes and the Risk of Type 2 Diabetes Mellitus among Middle-Aged and Older Chinese: A National Cohort Study
    Chen, Ge
    Yi, Qian
    Hou, Leying
    Peng, Shenghan
    Fan, Mengya
    Song, Peige
    Zhu, Yimin
    [J]. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 18 (07)