Epidemiology of Isolated Impaired Glucose Tolerance Among Adults Aged Above 50 Years in Rural China

References

• Morris DH , Khunti K , Achana F , et al. Progression rates from HbA1c 6.0-6.4% and other prediabetes definitions to type 2 diabetes: a meta-analysis. Diabetologia . 2013;56(7):1489–1493. doi:10.1007/s00125-013-2902-4 23584433
   PubMed Web of Science ®Google Scholar
• Wang L , Gao P , Zhang M , et al. Prevalence and ethnic pattern of diabetes and prediabetes in China in 2013. JAMA . 2017;317(24):2515–2523. doi:10.1001/jama.2017.7596 28655017
   PubMed Web of Science ®Google Scholar
• Rao Kondapally Seshasai S , Kaptoge S , Thompson A , et al. Diabetes mellitus, fasting glucose, and risk of cause-specific death. N Engl J Med . 2011;364(9):829–841.21366474
   PubMed Web of Science ®Google Scholar
• Huang Y , Cai X , Mai W , Li M , Hu Y . Association between prediabetes and risk of cardiovascular disease and all cause mortality: systematic review and meta-analysis. BMJ . 2016;355:i5953. doi:10.1136/bmj.i5953 27881363
   PubMed Web of Science ®Google Scholar
• Xue M , Xu W , Ou YN , et al. Diabetes mellitus and risks of cognitive impairment and dementia: a systematic review and meta-analysis of 144 prospective studies. Ageing Res Rev . 2019;55:100944. doi:10.1016/j.arr.2019.100944 31430566
   PubMed Web of Science ®Google Scholar
• Li Y , Feng D , Esangbedo IC , et al. Insulin resistance, beta-cell function, adipokine profiles and cardiometabolic risk factors among Chinese youth with isolated impaired fasting glucose versus impaired glucose tolerance: the BCAMS study. BMJ Open Diabetes Res Care . 2020;8(1):e000724. doi:10.1136/bmjdrc-2019-000724
   Web of Science ®Google Scholar
• Soriguer F , Goday A , Bosch-Comas A , et al. Prevalence of diabetes mellitus and impaired glucose regulation in Spain: the [email protected]. Study Diabetologia . 2012;55(1):88–93. doi:10.1007/s00125-011-2336-9 21987347
   PubMed Web of Science ®Google Scholar
• Wilmot EG , Edwardson CL , Biddle SJ , et al. Prevalence of diabetes and impaired glucose metabolism in younger ‘at risk’ UK adults: insights from the STAND programme of research. Diabet Med . 2013;30(6):671–675. doi:10.1111/dme.12173 23506383
   PubMed Web of Science ®Google Scholar
• Meisinger C , Strassburger K , Heier M , et al. Prevalence of undiagnosed diabetes and impaired glucose regulation in 35–59-year-old individuals in Southern Germany: the KORA F4 Study. Diabet Med . 2010;27(3):360–362. doi:10.1111/j.1464-5491.2009.02905.x 20536501
   PubMed Web of Science ®Google Scholar
• Lee JE , Jung SC , Jung GH , et al. Prevalence of diabetes mellitus and prediabetes in dalseong-gun, Daegu City, Korea. Diabetes Metab J . 2011;35(3):255–263. doi:10.4093/dmj.2011.35.3.255 21785746
   PubMedGoogle Scholar
• Yang W , Lu J , Weng J , et al. Prevalence of diabetes among men and women in China. N Engl J Med . 2010;362(12):1090–1101. doi:10.1056/NEJMoa0908292 20335585
   PubMed Web of Science ®Google Scholar
• Rambod M , Hosseinpanah F , Ardakani EM , Padyab M , Azizi F . Fine-tuning of prediction of isolated impaired glucose tolerance: a quantitative clinical prediction model. Diabetes Res Clin Pract . 2009;83(1):61–68. doi:10.1016/j.diabres.2008.09.040 19012984
   PubMed Web of Science ®Google Scholar
• Zhang F , Wan Q , Cao H , et al. Identical anthropometric characteristics of impaired fasting glucose combined with impaired glucose tolerance and newly diagnosed type 2 diabetes: anthropometric indicators to predict hyperglycaemia in a community-based prospective cohort study in southwest China. BMJ Open . 2018;8(5):e019735. doi:10.1136/bmjopen-2017-019735
   PubMed Web of Science ®Google Scholar
• Qian Q , Li X , Huang X , et al. Glucose metabolism among residents in Shanghai: natural outcome of a 5-year follow-up study. J Endocrinol Invest . 2012;35(5):453–458. doi:10.3275/7854 21738002
   PubMed Web of Science ®Google Scholar
• Metter EJ , Windham BG , Maggio M , et al. Glucose and insulin measurements from the oral glucose tolerance test and mortality prediction. Diabetes Care . 2008;31(5):1026–1030. doi:10.2337/dc07-2102 18268070
   PubMed Web of Science ®Google Scholar
• Qi D , Liu J , Wang C , et al. Sex-specific differences in the prevalence of and risk factors for hyperuricemia among a low-income population in China: a cross-sectional study. Postgrad Med . 2020;132(6):559–567. doi:10.1080/00325481.2020.1761133
   Web of Science ®Google Scholar
• Center CNHDR. China National Health Accounts Report 2018. 2019.
   Google Scholar
• Zhou BF . Effect of body mass index on all-cause mortality and incidence of cardiovascular diseases–report for meta-analysis of prospective studies open optimal cut-off points of body mass index in Chinese adults. Biomed Environ Sci . 2002;15(3):245–252.12500665
   PubMed Web of Science ®Google Scholar
• Tian Y , Jiang C , Wang M , et al. BMI, leisure-time physical activity, and physical fitness in adults in China: results from a series of national surveys, 2000-14. Lancet Diabetes Endocrinol . 2016;4(6):487–497. doi:10.1016/S2213-8587(16)00081-4 27133172
   PubMed Web of Science ®Google Scholar
• Chinese Diabetes Society. Guidelines for the prevention and treatment of type 2 diabetes in China (2017 Edition). Chin J Diabetes. 2018;10(1):4–67. doi:10.3760/cma.j.issn.1674-5809.2014.07.004
   Google Scholar
• NCD Risk Factor Collaboration (NCD-RisC). Worldwide trends in diabetes since 1980: a pooled analysis of 751 population-based studies with 4.4 million participants. Lancet . 2016;387(10027):1513–1530. doi:10.1016/S0140-6736(16)00618-8 27061677
   PubMed Web of Science ®Google Scholar
• He Y , Li Y , Yang X , et al. The dietary transition and its association with cardiometabolic mortality among Chinese adults, 1982–2012: a cross-sectional population-based study. Lancet Diabetes Endocrinol . 2019;7(7):540–548. doi:10.1016/S2213-8587(19)30152-4 31085143
   PubMed Web of Science ®Google Scholar
• Hu X , Zhang Q , Zeng TS , et al. Not performing an OGTT results in underdiagnosis, inadequate risk assessment and probable cost increases of (pre)diabetes in Han Chinese over 40 years: a population-based prospective cohort study. Endocr Connect . 2018;7(12):1507–1517. doi:10.1530/EC-18-0372 30521481
   PubMed Web of Science ®Google Scholar
• Liu L , Zhou C , Du H , et al. The prevalences of impaired fasting glucose and diabetes mellitus in working age men of North China: Anshan Worker Health Survey. Sci Rep . 2014;4:4835. doi:10.1038/srep04835 24824525
   PubMed Web of Science ®Google Scholar
• Han SJ , Kim HJ , Kim DJ , Lee KW , Cho NH . Incidence and predictors of type 2 diabetes among Koreans: a 12-year follow up of the Korean Genome and Epidemiology Study. Diabetes Res Clin Pract . 2017;123:173–180. doi:10.1016/j.diabres.2016.10.004 28043048
   PubMed Web of Science ®Google Scholar
• Szoke E , Shrayyef MZ , Messing S , et al. Effect of aging on glucose homeostasis: accelerated deterioration of beta-cell function in individuals with impaired glucose tolerance. Diabetes Care . 2008;31(3):539–543. doi:10.2337/dc07-1443 18083793
   PubMed Web of Science ®Google Scholar
• Tsimihodimos V , Gonzalez-Villalpando C , Meigs JB , Ferrannini E . Hypertension and Diabetes Mellitus: coprediction and Time Trajectories. Hypertension . 2018;71(3):422–428. doi:10.1161/HYPERTENSIONAHA.117.10546 29335249
   PubMed Web of Science ®Google Scholar
• Tatsumi Y , Ohkubo T . Hypertension with diabetes mellitus: significance from an epidemiological perspective for Japanese. Hypertens Res . 2017;40(9):795–806. doi:10.1038/hr.2017.67 28701739
   PubMed Web of Science ®Google Scholar
• Kim MJ , Lim NK , Choi SJ , Park HY . Hypertension is an independent risk factor for type 2 diabetes: the Korean genome and epidemiology study. Hypertens Res . 2015;38(11):783–789. doi:10.1038/hr.2015.72 26178151
   PubMed Web of Science ®Google Scholar
• Emdin CA , Anderson SG , Woodward M , Rahimi K . Usual blood pressure and risk of new-onset diabetes: evidence from 4.1 million adults and a meta-analysis of prospective studies. J Am Coll Cardiol . 2015;66(14):1552–1562. doi:10.1016/j.jacc.2015.07.059 26429079
   PubMed Web of Science ®Google Scholar
• Libianto R , Batu D , MacIsaac RJ , Cooper ME , Ekinci EI . Pathophysiological links between diabetes and blood pressure. Can J Cardiol . 2018;34(5):585–594. doi:10.1016/j.cjca.2018.01.010 29731021
   PubMed Web of Science ®Google Scholar
• Petrie JR , Guzik TJ , Touyz RM . Diabetes, Hypertension, and cardiovascular disease: clinical insights and vascular mechanisms. Can J Cardiol . 2018;34(5):575–584. doi:10.1016/j.cjca.2017.12.005 29459239
   PubMed Web of Science ®Google Scholar
• Feng Y , Yang Y , Ma X , et al. Prevalence of diabetes among Han, Manchu and Korean ethnicities in the Mudanjiang area of China: a cross-sectional survey. BMC Public Health . 2012;12:23. doi:10.1186/1471-2458-12-23 22233562
   PubMed Web of Science ®Google Scholar
• Ohnishi H , Saitoh S , Takagi S , et al. Incidence of type 2 diabetes in individuals with central obesity in a rural Japanese population: the Tanno and Sobetsu study. Diabetes Care . 2006;29(5):1128–1129. doi:10.2337/dc06-0222 16644653
   PubMed Web of Science ®Google Scholar
• Hartaigh B , Jiang CQ , Bosch JA , et al. Independent and combined associations of abdominal obesity and seated resting heart rate with type 2 diabetes among older Chinese: the Guangzhou Biobank Cohort Study. Diabetes Metab Res Rev . 2011;27(3):298–306. doi:10.1002/dmrr.1178 21309059
   PubMed Web of Science ®Google Scholar
• Abdulai T , Li Y , Zhang H , et al. Prevalence of impaired fasting glucose, type 2 diabetes and associated risk factors in undiagnosed Chinese rural population: the Henan Rural Cohort Study. BMJ Open . 2019;9(8):e029628. doi:10.1136/bmjopen-2019-029628
   Web of Science ®Google Scholar
• Zhang P , Wang R , Gao C , et al. Prevalence of central obesity among adults with normal BMI and its association with metabolic diseases in Northeast China. PLoS One . 2016;11(7):e0160402. doi:10.1371/journal.pone.0160402 27467819
   PubMed Web of Science ®Google Scholar
• Steppan CM , Bailey ST , Bhat S , et al. The hormone resistin links obesity to diabetes. Nature . 2001;409(6818):307–312. doi:10.1038/35053000 11201732
   PubMed Web of Science ®Google Scholar
• McTernan CL , McTernan PG , Harte AL , Levick PL , Barnett AH , Kumar S . Resistin, central obesity, and type 2 diabetes. Lancet . 2002;359(9300):46–47. doi:10.1016/S0140-6736(02)07281-1 11809189
   PubMed Web of Science ®Google Scholar
• Donath MY , Shoelson SE . Type 2 diabetes as an inflammatory disease. Nat Rev Immunol . 2011;11(2):98–107. doi:10.1038/nri2925 21233852
   PubMed Web of Science ®Google Scholar
• Du X , Zhu B , Hu G , et al. U-shape association between white blood cell count and the risk of diabetes in young Chinese adults. Diabet Med . 2009;26(10):955–960. doi:10.1111/j.1464-5491.2009.02801.x 19900225
   PubMed Web of Science ®Google Scholar
• Twig G , Afek A , Shamiss A , et al. White blood cells count and incidence of type 2 diabetes in young men. Diabetes Care . 2013;36(2):276–282. doi:10.2337/dc11-2298 22961572
   PubMed Web of Science ®Google Scholar
• Zhang H , Yang Z , Zhang W , et al. White blood cell subtypes and risk of type 2 diabetes. J Diabetes Complications . 2017;31(1):31–37. doi:10.1016/j.jdiacomp.2016.10.029 27863973
   PubMed Web of Science ®Google Scholar
• Zang X , Meng X , Wang Y , et al. Six-year follow-up study on the association between white blood cell count and fasting blood glucose level in Chinese adults: a community-based health examination survey. Diabetes Metab Res Rev . 2019;35(4):e3125. doi:10.1002/dmrr.3125 30614185
   PubMed Web of Science ®Google Scholar
• Azekoshi Y , Yasu T , Watanabe S , et al. Free fatty acid causes leukocyte activation and resultant endothelial dysfunction through enhanced angiotensin II production in mononuclear and polymorphonuclear cells. Hypertension . 2010;56(1):136–142. doi:10.1161/HYPERTENSIONAHA.110.153056 20530293
   PubMed Web of Science ®Google Scholar
• Wolf D , Ley K . Immunity and Inflammation in Atherosclerosis. Circ Res . 2019;124(2):315–327. doi:10.1161/CIRCRESAHA.118.313591 30653442
   PubMed Web of Science ®Google Scholar
• Kawabe A , Yasu T , Morimoto T , et al. WBC count predicts heart failure in diabetes and coronary artery disease patients: a retrospective cohort study. ESC Heart Fail . 2021. doi:10.1002/ehf2.13513
   Web of Science ®Google Scholar
• Wang C , Yatsuya H , Tamakoshi K , et al. Positive association between high-sensitivity C-reactive protein and incidence of type 2 diabetes mellitus in Japanese workers: 6-year follow-up. Diabetes Metab Res Rev . 2013;29(5):398–405. doi:10.1002/dmrr.2406 23463453
   PubMed Web of Science ®Google Scholar
• Parrinello CM , Lutsey PL , Ballantyne CM , Folsom AR , Pankow JS , Selvin E . Six-year change in high-sensitivity C-reactive protein and risk of diabetes, cardiovascular disease, and mortality. Am Heart J . 2015;170(2):380–389. doi:10.1016/j.ahj.2015.04.017 26299237
   PubMed Web of Science ®Google Scholar
• Effoe VS , Correa A , Chen H , Lacy ME , Bertoni AG . High-Sensitivity C-Reactive protein is associated with incident type 2 diabetes among African Americans: the Jackson heart study. Diabetes Care . 2015;38(9):1694–1700. doi:10.2337/dc15-0221 26068864
   PubMed Web of Science ®Google Scholar
• Fizelova M , Jauhiainen R , Kangas AJ , et al. Differential associations of inflammatory markers with insulin sensitivity and secretion: the prospective METSIM Study. J Clin Endocrinol Metab . 2017;102(9):3600–3609. doi:10.1210/jc.2017-01057 28911155
   PubMed Web of Science ®Google Scholar
• Juraschek SP , McAdams-Demarco M , Miller ER , et al. Temporal relationship between uric acid concentration and risk of diabetes in a community-based study population. Am J Epidemiol . 2014;179(6):684–691. doi:10.1093/aje/kwt320 24418684
   PubMed Web of Science ®Google Scholar
• Bombelli M , Quarti-Trevano F , Tadic M , et al. Uric acid and risk of new-onset metabolic syndrome, impaired fasting glucose and diabetes mellitus in a general Italian population: data from the Pressioni Arteriose Monitorate E Loro Associazioni study. J Hypertens . 2018;36(7):1492–1498. doi:10.1097/HJH.0000000000001721 29543626
   PubMed Web of Science ®Google Scholar
• Wang T , Bi Y , Xu M , et al. Serum uric acid associates with the incidence of type 2 diabetes in a prospective cohort of middle-aged and elderly Chinese. Endocrine . 2011;40(1):109–116. doi:10.1007/s12020-011-9449-2 21431449
   PubMed Web of Science ®Google Scholar
• Liu J , Tao L , Zhao Z , et al. Two-year changes in hyperuricemia and risk of diabetes: a five-year prospective cohort study. J Diabetes Res . 2018;2018:6905720. doi:10.1155/2018/6905720 30693289
   PubMed Web of Science ®Google Scholar
• Sautin YY , Nakagawa T , Zharikov S , Johnson RJ . Adverse effects of the classic antioxidant uric acid in adipocytes: NADPH oxidase-mediated oxidative/nitrosative stress. Am J Physiol Cell Physiol . 2007;293(2):C584–596. doi:10.1152/ajpcell.00600.2006 17428837
   PubMed Web of Science ®Google Scholar
• Furukawa S , Fujita T , Shimabukuro M , et al. Increased oxidative stress in obesity and its impact on metabolic syndrome. J Clin Invest . 2004;114(12):1752–1761. doi:10.1172/JCI21625 15599400
   PubMed Web of Science ®Google Scholar
• Lin D , Qi Y , Huang C , et al. Associations of lipid parameters with insulin resistance and diabetes: a population-based study. Clin Nutr . 2018;37(4):1423–1429. doi:10.1016/j.clnu.2017.06.018 28673690
   PubMed Web of Science ®Google Scholar
• Guerrero-Romero F , Rodríguez-Moran M . Hypertriglyceridemia is associated with development of metabolic glucose disorders, irrespective of glucose and insulin levels: a 15-year follow-up study. Eur J Intern Med . 2014;25(3):265–269. doi:10.1016/j.ejim.2014.01.015 24507408
   PubMed Web of Science ®Google Scholar
• Wang YL , Koh WP , Yuan JM , Pan A . Association between liver enzymes and incident type 2 diabetes in Singapore Chinese men and women. BMJ Open Diabetes Res Care . 2016;4(1):e000296. doi:10.1136/bmjdrc-2016-000296
   Web of Science ®Google Scholar
• De Silva N , Borges MC , Hingorani AD , et al. Liver function and risk of type 2 diabetes: bidirectional Mendelian randomization study. Diabetes . 2019;68(8):1681–1691.31088856
   PubMed Web of Science ®Google Scholar
• Shen X , Cai J , Gao J , et al. Nonalcoholic fatty liver disease and risk of diabetes: a prospective study in China. Endocr Pract . 2018;24(9):823–832. doi:10.4158/EP-2018-0098 29975579
   PubMed Web of Science ®Google Scholar
• Vozarova B , Stefan N , Lindsay RS , et al. High alanine aminotransferase is associated with decreased hepatic insulin sensitivity and predicts the development of type 2 diabetes. Diabetes . 2002;51(6):1889–1895. doi:10.2337/diabetes.51.6.1889 12031978
   PubMed Web of Science ®Google Scholar