Association between the triglyceride to high-density lipoprotein cholesterol ratio and the risk of type 2 diabetes mellitus among Chinese elderly: the Beijing Longitudinal Study of Aging
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作者:
Zheng, Deqiang
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Capital Med Univ, Sch Publ Hlth, Dept Epidemiol & Hlth Stat, Beijing, Peoples R China
Beijing Municipal Key Lab Clin Epidemiol, Beijing, Peoples R ChinaCapital Med Univ, Sch Publ Hlth, Dept Epidemiol & Hlth Stat, Beijing, Peoples R China
Zheng, Deqiang
[1
,2
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Li, Haibin
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Capital Med Univ, Sch Publ Hlth, Dept Epidemiol & Hlth Stat, Beijing, Peoples R China
Beijing Municipal Key Lab Clin Epidemiol, Beijing, Peoples R ChinaCapital Med Univ, Sch Publ Hlth, Dept Epidemiol & Hlth Stat, Beijing, Peoples R China
Li, Haibin
[1
,2
]
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Ai, Feiling
[1
]
Sun, Fei
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Capital Med Univ, Beijing Geriatr Healthcare Ctr, Xuanwu Hosp, Beijing, Peoples R ChinaCapital Med Univ, Sch Publ Hlth, Dept Epidemiol & Hlth Stat, Beijing, Peoples R China
Sun, Fei
[3
]
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Singh, Manjot
[4
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Cao, Xue
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Capital Med Univ, Sch Publ Hlth, Dept Epidemiol & Hlth Stat, Beijing, Peoples R ChinaCapital Med Univ, Sch Publ Hlth, Dept Epidemiol & Hlth Stat, Beijing, Peoples R China
Cao, Xue
[1
]
Jiang, Jiajia
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Capital Med Univ, Sch Publ Hlth, Dept Epidemiol & Hlth Stat, Beijing, Peoples R China
Beijing Municipal Key Lab Clin Epidemiol, Beijing, Peoples R ChinaCapital Med Univ, Sch Publ Hlth, Dept Epidemiol & Hlth Stat, Beijing, Peoples R China
Jiang, Jiajia
[1
,2
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He, Yan
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Capital Med Univ, Sch Publ Hlth, Dept Epidemiol & Hlth Stat, Beijing, Peoples R China
Beijing Municipal Key Lab Clin Epidemiol, Beijing, Peoples R ChinaCapital Med Univ, Sch Publ Hlth, Dept Epidemiol & Hlth Stat, Beijing, Peoples R China
He, Yan
[1
,2
]
Tang, Zhe
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Capital Med Univ, Beijing Geriatr Healthcare Ctr, Xuanwu Hosp, Beijing, Peoples R ChinaCapital Med Univ, Sch Publ Hlth, Dept Epidemiol & Hlth Stat, Beijing, Peoples R China
Tang, Zhe
[3
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Guo, Xiuhua
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Capital Med Univ, Sch Publ Hlth, Dept Epidemiol & Hlth Stat, Beijing, Peoples R China
Beijing Municipal Key Lab Clin Epidemiol, Beijing, Peoples R ChinaCapital Med Univ, Sch Publ Hlth, Dept Epidemiol & Hlth Stat, Beijing, Peoples R China
Guo, Xiuhua
[1
,2
]
机构:
[1] Capital Med Univ, Sch Publ Hlth, Dept Epidemiol & Hlth Stat, Beijing, Peoples R China
[2] Beijing Municipal Key Lab Clin Epidemiol, Beijing, Peoples R China
[3] Capital Med Univ, Beijing Geriatr Healthcare Ctr, Xuanwu Hosp, Beijing, Peoples R China
[4] Edith Cowan Univ, Sch Med & Hlth Sci, Joondalup, WA, Australia
Objective Time-dependent covariates are generally available as longitudinal data were collected periodically in the cohort study. To examine whether time-dependent triglyceride to high-density lipoprotein cholesterol (TG/HDL-C) ratio could predict the future risk of type 2 diabetes mellitus (T2DM) and assess its potential impact on the risk of T2DM incidence. Research design and methods This study enrolled 1460 participants without T2DM aged 55 or above in 1992 in the Beijing Longitudinal Study of Aging during 25 years. The questionnaire data were collected in nine surveys from 1992 to 2017. Physical examination and blood laboratory tests including TG and HDL-C concentrations were measured in five surveys. Incident T2DM cases were confirmed via a self-reported history of T2DM or the fasting plasma glucose level. Results 119 new cases of T2DM were identified. In the Cox regression analysis with time-dependent TG/HDL-C ratios and covariates, the adjusted hazard ratios (95% confidence interval) of T2DM incidence were 1.90 (1.12 to 3.23), 2.75 (1.58 to 4.80) and 2.84 (1.69 to 4.77), respectively, for those with TG/HDL-C ratios (both TG and HDL-C were expressed in millimole per liter) in the ranges of 0.87-1.30, 1.31-1.74 and >= 1.75, compared with individuals with TG/HDL-C ratios <0.87. The similar results of subdistribution hazard ratios were obtained by performing the Fine-Gray model with time-dependent TG/HDL-C ratios. This positive association and the statistically significant trend with increased risk of T2DM incidence in the three categories of elevated TG/HDL-C ratio was confirmed by multiple sensitivity analyses. Furthermore, the T2DM discriminatory power of TG/HDL-C ratio combining with other risk factors was moderately high. Conclusions We found that time-dependent TG/HDL-C ratios were positively associated with the risk of T2DM risk. The elevated TG/HDL-C ratios increased the future risk of T2DM incidence. Lowering the TG/HDL-C ratio could assist in the prevention of diabetes for older adults.
机构:
Chinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Natl Ctr Cardiovasc Dis, Div Prevent & Community Hlth, 167 Beilishi Rd, Beijing 100037, Peoples R China
Xi An Jiao Tong Univ, Sch Publ Hlth, Xian, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Natl Ctr Cardiovasc Dis, Div Prevent & Community Hlth, 167 Beilishi Rd, Beijing 100037, Peoples R China
Zhou, Long
Mai, Jinzhuang
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Guangdong Acad Med Sci, Guangdong Gen Hosp, Guangdong Cardiovasc Inst,Dept Epidemiol, Guangdong Prov Key Lab South China Struct Heart D, 96 Dongchuan Rd, Guangzhou 510100, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Natl Ctr Cardiovasc Dis, Div Prevent & Community Hlth, 167 Beilishi Rd, Beijing 100037, Peoples R China
Mai, Jinzhuang
Li, Ying
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Chinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Natl Ctr Cardiovasc Dis, Dept Epidemiol, Beijing, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Natl Ctr Cardiovasc Dis, Div Prevent & Community Hlth, 167 Beilishi Rd, Beijing 100037, Peoples R China
Li, Ying
Guo, Min
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Chinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Natl Ctr Cardiovasc Dis, Div Prevent & Community Hlth, 167 Beilishi Rd, Beijing 100037, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Natl Ctr Cardiovasc Dis, Div Prevent & Community Hlth, 167 Beilishi Rd, Beijing 100037, Peoples R China
Guo, Min
Wu, Yong
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Guangdong Acad Med Sci, Guangdong Gen Hosp, Guangdong Cardiovasc Inst,Dept Epidemiol, Guangdong Prov Key Lab South China Struct Heart D, 96 Dongchuan Rd, Guangzhou 510100, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Natl Ctr Cardiovasc Dis, Div Prevent & Community Hlth, 167 Beilishi Rd, Beijing 100037, Peoples R China
Wu, Yong
Gao, Xiangmin
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Guangdong Acad Med Sci, Guangdong Gen Hosp, Guangdong Cardiovasc Inst,Dept Epidemiol, Guangdong Prov Key Lab South China Struct Heart D, 96 Dongchuan Rd, Guangzhou 510100, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Natl Ctr Cardiovasc Dis, Div Prevent & Community Hlth, 167 Beilishi Rd, Beijing 100037, Peoples R China
Gao, Xiangmin
Wu, Yangfeng
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Peking Univ, Clin Res Inst, Beijing, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Natl Ctr Cardiovasc Dis, Div Prevent & Community Hlth, 167 Beilishi Rd, Beijing 100037, Peoples R China
Wu, Yangfeng
Liu, Xiaoqing
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Guangdong Acad Med Sci, Guangdong Gen Hosp, Guangdong Cardiovasc Inst,Dept Epidemiol, Guangdong Prov Key Lab South China Struct Heart D, 96 Dongchuan Rd, Guangzhou 510100, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Natl Ctr Cardiovasc Dis, Div Prevent & Community Hlth, 167 Beilishi Rd, Beijing 100037, Peoples R China
Liu, Xiaoqing
Zhao, Liancheng
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Chinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Natl Ctr Cardiovasc Dis, Div Prevent & Community Hlth, 167 Beilishi Rd, Beijing 100037, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Natl Ctr Cardiovasc Dis, Div Prevent & Community Hlth, 167 Beilishi Rd, Beijing 100037, Peoples R China
机构:
Nanjing Med Univ, Wuxi Peoples Hosp, Dept Crit Care Med, Wuxi, Peoples R ChinaNanjing Med Univ, Wuxi Peoples Hosp, Dept Crit Care Med, Wuxi, Peoples R China
Li, Zhiyu
Xu, Hongyang
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Nanjing Med Univ, Wuxi Peoples Hosp, Dept Crit Care Med, Wuxi, Peoples R ChinaNanjing Med Univ, Wuxi Peoples Hosp, Dept Crit Care Med, Wuxi, Peoples R China
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Chengdu Univ Tradit Chinese Med, Acupuncture & Tuina Sch, Chengdu, Sichuan, Peoples R ChinaChengdu Univ Tradit Chinese Med, Acupuncture & Tuina Sch, Chengdu, Sichuan, Peoples R China
Tan, Mo-Yao
Weng, Li
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Chengdu Univ Tradit Chinese Med, Acupuncture & Tuina Sch, Chengdu, Sichuan, Peoples R ChinaChengdu Univ Tradit Chinese Med, Acupuncture & Tuina Sch, Chengdu, Sichuan, Peoples R China
Weng, Li
Yang, Zhong-Hao
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Chengdu Univ Tradit Chinese Med, Acupuncture & Tuina Sch, Chengdu, Sichuan, Peoples R ChinaChengdu Univ Tradit Chinese Med, Acupuncture & Tuina Sch, Chengdu, Sichuan, Peoples R China
Yang, Zhong-Hao
Zhu, Si-Xuan
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Chengdu Univ Tradit Chinese Med, Clin Med Sch, Chengdu, Sichuan, Peoples R ChinaChengdu Univ Tradit Chinese Med, Acupuncture & Tuina Sch, Chengdu, Sichuan, Peoples R China
Zhu, Si-Xuan
Wu, Shan
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Chengdu Univ Tradit Chinese Med, Clin Med Sch, Chengdu, Sichuan, Peoples R ChinaChengdu Univ Tradit Chinese Med, Acupuncture & Tuina Sch, Chengdu, Sichuan, Peoples R China
Wu, Shan
Su, Jun-Hua
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Chengdu Integrated TCM & Western Med Hosp, Chengdu, Sichuan, Peoples R ChinaChengdu Univ Tradit Chinese Med, Acupuncture & Tuina Sch, Chengdu, Sichuan, Peoples R China
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Minist Hlth, Directorate AI Gurayat, Al Isawiya Gen Hosp, Al Qurayyat, Saudi ArabiaMinist Hlth, Directorate AI Gurayat, Al Isawiya Gen Hosp, Al Qurayyat, Saudi Arabia
Onwukwe, Chikezie Hart
Chikezie, Nkiru Ifeoma
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Nnamdi Azikiwe Univ Teaching Hosp, Dept Community Med, Nnewi, Anambra State, NigeriaMinist Hlth, Directorate AI Gurayat, Al Isawiya Gen Hosp, Al Qurayyat, Saudi Arabia
Chikezie, Nkiru Ifeoma
Okorie, Kalu
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Cedarcrest Hosp, Abuja, NigeriaMinist Hlth, Directorate AI Gurayat, Al Isawiya Gen Hosp, Al Qurayyat, Saudi Arabia
Okorie, Kalu
Nwani, Paul Osemeke
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Nnamdi Azikiwe Univ, Coll Hlth Sci, Fac Med, Nnewi Campus, Awka, NigeriaMinist Hlth, Directorate AI Gurayat, Al Isawiya Gen Hosp, Al Qurayyat, Saudi Arabia
Nwani, Paul Osemeke
Ohwovoriole, Augustine Efedaye
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Univ Lagos, Coll Med, Lagos, NigeriaMinist Hlth, Directorate AI Gurayat, Al Isawiya Gen Hosp, Al Qurayyat, Saudi Arabia