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
  • [31] Association of regular physical activity with total and cause-specific mortality among middle-aged and older Chinese: a prospective cohort study
    Zhou, Yun
    Zhang, Runbo
    Liu, Yuewei
    Guo, Yanjun
    Wang, Dongming
    He, Meian
    Yuan, Jing
    Liang, Yuan
    Zhang, Xiaomin
    Wang, Youjie
    Guo, Huan
    Wei, Sheng
    Miao, Xiaoping
    Yao, Ping
    Wu, Tangchun
    Chen, Weihong
    [J]. SCIENTIFIC REPORTS, 2017, 7
  • [32] Association of regular physical activity with total and cause-specific mortality among middle-aged and older Chinese: a prospective cohort study
    Yun Zhou
    Runbo Zhang
    Yuewei Liu
    Yanjun Guo
    Dongming Wang
    Meian He
    Jing Yuan
    Yuan Liang
    Xiaomin Zhang
    Youjie Wang
    Huan Guo
    Sheng Wei
    Xiaoping Miao
    Ping Yao
    Tangchun Wu
    Weihong Chen
    [J]. Scientific Reports, 7
  • [33] Smoking and Diabetes as Predictive Factors of Accelerated Loss of Muscle Mass in Middle-Aged and Older Women: A Six-Year Retrospective Cohort Study
    Lee, Nara
    Choi, Chang-Jin
    [J]. JOURNAL OF WOMENS HEALTH, 2019, 28 (10) : 1391 - 1398
  • [34] Serum uric acid and risk of incident diabetes in middle-aged and elderly Chinese adults: prospective cohort study
    Cheng, Di
    Hu, Chunyan
    Du, Rui
    Qi, Hongyan
    Lin, Lin
    Wu, Xueyan
    Ma, Lina
    Peng, Kui
    Li, Mian
    Xu, Min
    Xu, Yu
    Bi, Yufang
    Wang, Weiqing
    Chen, Yuhong
    Lu, Jieli
    [J]. FRONTIERS OF MEDICINE, 2020, 14 (06) : 802 - 810
  • [35] Serum uric acid and risk of incident diabetes in middle-aged and elderly Chinese adults: prospective cohort study
    Di Cheng
    Chunyan Hu
    Rui Du
    Hongyan Qi
    Lin Lin
    Xueyan Wu
    Lina Ma
    Kui Peng
    Mian Li
    Min Xu
    Yu Xu
    Yufang Bi
    Weiqing Wang
    Yuhong Chen
    Jieli Lu
    [J]. Frontiers of Medicine, 2020, 14 : 802 - 810
  • [36] The Impact of Marital Transitions on Vegetable Intake in Middle-aged and Older Japanese Adults: A 5-year Longitudinal Study
    Noguchi, Taiji
    Kondo, Fumi
    Nishiyama, Takeshi
    Otani, Takahiro
    Nakagawa-Senda, Hiroko
    Watanabe, Miki
    Imaeda, Nahomi
    Goto, Chiho
    Hosono, Akihiro
    Shibata, Kiyoshi
    Kamishima, Hiroyuki
    Nogimura, Akane
    Nagaya, Kenji
    Yamada, Tamaki
    Suzuki, Sadao
    [J]. JOURNAL OF EPIDEMIOLOGY, 2022, 32 (02) : 89 - 95
  • [37] Salivary telomere length and the risks of prediabetes and diabetes among middle-aged and older adults: findings from the Health and Retirement Study
    Hong-jie Yu
    Mandy Ho
    Pui Hing Chau
    Leiluo Geng
    Daniel Yee Tak Fong
    [J]. Acta Diabetologica, 2023, 60 : 273 - 283
  • [38] Dynapenic Abdominal Obesity and Risk of Heart Disease among Middle-Aged and Older Adults: A Prospective Cohort Study
    Wang, X.
    Jiang, J.
    Hu, W.
    Hu, Y.
    Qin, L. -Q.
    Hao, Y.
    Dong, J-Y
    [J]. JOURNAL OF NUTRITION HEALTH & AGING, 2023, 27 (09): : 752 - 758
  • [39] Salivary telomere length and the risks of prediabetes and diabetes among middle-aged and older adults: findings from the Health and Retirement Study
    Yu, Hong-jie
    Ho, Mandy
    Chau, Pui Hing
    Geng, Leiluo
    Fong, Daniel Yee Tak
    [J]. ACTA DIABETOLOGICA, 2023, 60 (02) : 273 - 283
  • [40] Body Mass Index and Cancer Mortality Among Korean Older Middle-Aged Men: A Prospective Cohort Study
    Hong, Jae-Seok
    Yi, Sang-Wook
    Yi, Jee-Jeon
    Hong, Seri
    Ohrr, Heechoul
    [J]. MEDICINE, 2016, 95 (21)