Purpose: The research explores the relationship between the triglyceride-glucose index (TyG index) and the macroangiopathy risk in single-center hospitalized type 2 diabetes mellitus (T2DM) patients and develops a risk prediction nomogram model. Patients and Methods: A total of 858 patients with T2DM were studied retrospectively. Lasso regression was used to eliminate unimportant factors, and multivariate logistic regression analysis was used to investigate the association between the TyG index and macrovascular disease in T2DM. A nomogram model was constructed to predict macrovascular disease in T2DM and tested using the bootstrap technique, and the efficacy of the nomogram model was investigated using ROC curves. The multivariate Cox proportional hazards model estimated the association between the TyG index and all-cause mortality. Results: TyG index, high-density lipoprotein, red blood cell count, hypertension, history of taking ACEI/ARB drugs, and aortic calcification were closely related to macrovascular complications. In Cox proportional hazard model, the HRs of TyG index were 1.89 (95% confidence interval (CI) 1.29-2.76, p < 0.001) after adjusting for covariates. The risk of all-cause mortality in T2DM with macrovascular complications was significantly higher than in diabetic patients without vascular disease. In the ROC curve analysis, the cut-off value of the TyG index for macrovascular complications of T2DM was 9.31 (AUC: 0.702, 95% CI 0.67-0.74, p < 0.001). Conclusion: TyG index predicts future macrovascular disease in diabetic patients independently of known cardiovascular risk factors, suggesting that TyG index may be a useful marker for prognosis in diabetic patients.
机构:
Univ Calif Los Angeles, Los Angeles Biomed Res Inst Harbor, 1124 W Carson St, Torrance, CA 90502 USAUniv Calif Los Angeles, Los Angeles Biomed Res Inst Harbor, 1124 W Carson St, Torrance, CA 90502 USA
Beverly, Joshua K.
Budoff, Matthew J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Los Angeles Biomed Res Inst Harbor, 1124 W Carson St, Torrance, CA 90502 USAUniv Calif Los Angeles, Los Angeles Biomed Res Inst Harbor, 1124 W Carson St, Torrance, CA 90502 USA
机构:
Univ Washington, Dept Pathol, Diabet & Obes Ctr Excellence, Seattle, WA 98109 USAColumbia Univ, Dept Med, New York, NY 10032 USA
Bornfeldt, Karin E.
Tabas, Ira
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Med, New York, NY 10032 USA
Columbia Univ, Dept Anat & Cell Biol, New York, NY 10032 USA
Columbia Univ, Dept Physiol & Cellular Biophys, New York, NY 10032 USAColumbia Univ, Dept Med, New York, NY 10032 USA
机构:
Univ Ulsan, Asan Med Ctr, Div Radiol, Coll Med, Seoul, South KoreaDong A Univ Hosp, Div Cardiol, Busan, South Korea
Kang, Joon-Won
Lim, Tae-Hwan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Asan Med Ctr, Div Radiol, Coll Med, Seoul, South KoreaDong A Univ Hosp, Div Cardiol, Busan, South Korea
Lim, Tae-Hwan
Kim, Hong-Kyu
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Div Hlth Screening, Coll Med, Seoul, South Korea
Univ Ulsan, Promot Ctr, Coll Med, Asan Med Ctr, Seoul, South KoreaDong A Univ Hosp, Div Cardiol, Busan, South Korea
Kim, Hong-Kyu
Choe, Jaewon
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Div Hlth Screening, Coll Med, Seoul, South Korea
Univ Ulsan, Promot Ctr, Coll Med, Asan Med Ctr, Seoul, South KoreaDong A Univ Hosp, Div Cardiol, Busan, South Korea
Choe, Jaewon
Lee, Seung-Whan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Asan Med Ctr, Div Cardiol, Coll Med, Seoul, South KoreaDong A Univ Hosp, Div Cardiol, Busan, South Korea
Lee, Seung-Whan
Kim, Young-Hak
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Asan Med Ctr, Div Cardiol, Coll Med, Seoul, South KoreaDong A Univ Hosp, Div Cardiol, Busan, South Korea
机构:
Specialties Hosp, Med Res Unit Clin Epidemiol, Med Unit High Specialty, W Natl Med Ctr,Mexican Social Secur Inst, Guadalajara 44380, Jalisco, MexicoMexican Social Secur Inst, Biomed Res Unit, Durango 34000, Mexico
Ramos-Zavala, Maria G.
Hernandez-Gonzalez, Sandra O.
论文数: 0引用数: 0
h-index: 0
机构:
Specialties Hosp, Med Res Unit Clin Epidemiol, Med Unit High Specialty, W Natl Med Ctr,Mexican Social Secur Inst, Guadalajara 44380, Jalisco, MexicoMexican Social Secur Inst, Biomed Res Unit, Durango 34000, Mexico
Hernandez-Gonzalez, Sandra O.
Jacques-Camarena, Omar
论文数: 0引用数: 0
h-index: 0
机构:
Specialties Hosp, Med Res Unit Clin Epidemiol, Med Unit High Specialty, W Natl Med Ctr,Mexican Social Secur Inst, Guadalajara 44380, Jalisco, MexicoMexican Social Secur Inst, Biomed Res Unit, Durango 34000, Mexico
Jacques-Camarena, Omar
Rodriguez-Moran, Martha
论文数: 0引用数: 0
h-index: 0
机构:
Mexican Social Secur Inst, Biomed Res Unit, Durango 34000, Mexico
Res Grp Diabet & Chron Illnesses, Durango 34000, MexicoMexican Social Secur Inst, Biomed Res Unit, Durango 34000, Mexico
机构:
Univ Calif Los Angeles, Los Angeles Biomed Res Inst Harbor, 1124 W Carson St, Torrance, CA 90502 USAUniv Calif Los Angeles, Los Angeles Biomed Res Inst Harbor, 1124 W Carson St, Torrance, CA 90502 USA
Beverly, Joshua K.
Budoff, Matthew J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Los Angeles Biomed Res Inst Harbor, 1124 W Carson St, Torrance, CA 90502 USAUniv Calif Los Angeles, Los Angeles Biomed Res Inst Harbor, 1124 W Carson St, Torrance, CA 90502 USA
机构:
Univ Washington, Dept Pathol, Diabet & Obes Ctr Excellence, Seattle, WA 98109 USAColumbia Univ, Dept Med, New York, NY 10032 USA
Bornfeldt, Karin E.
Tabas, Ira
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Med, New York, NY 10032 USA
Columbia Univ, Dept Anat & Cell Biol, New York, NY 10032 USA
Columbia Univ, Dept Physiol & Cellular Biophys, New York, NY 10032 USAColumbia Univ, Dept Med, New York, NY 10032 USA
机构:
Univ Ulsan, Asan Med Ctr, Div Radiol, Coll Med, Seoul, South KoreaDong A Univ Hosp, Div Cardiol, Busan, South Korea
Kang, Joon-Won
Lim, Tae-Hwan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Asan Med Ctr, Div Radiol, Coll Med, Seoul, South KoreaDong A Univ Hosp, Div Cardiol, Busan, South Korea
Lim, Tae-Hwan
Kim, Hong-Kyu
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Div Hlth Screening, Coll Med, Seoul, South Korea
Univ Ulsan, Promot Ctr, Coll Med, Asan Med Ctr, Seoul, South KoreaDong A Univ Hosp, Div Cardiol, Busan, South Korea
Kim, Hong-Kyu
Choe, Jaewon
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Div Hlth Screening, Coll Med, Seoul, South Korea
Univ Ulsan, Promot Ctr, Coll Med, Asan Med Ctr, Seoul, South KoreaDong A Univ Hosp, Div Cardiol, Busan, South Korea
Choe, Jaewon
Lee, Seung-Whan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Asan Med Ctr, Div Cardiol, Coll Med, Seoul, South KoreaDong A Univ Hosp, Div Cardiol, Busan, South Korea
Lee, Seung-Whan
Kim, Young-Hak
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Asan Med Ctr, Div Cardiol, Coll Med, Seoul, South KoreaDong A Univ Hosp, Div Cardiol, Busan, South Korea
机构:
Specialties Hosp, Med Res Unit Clin Epidemiol, Med Unit High Specialty, W Natl Med Ctr,Mexican Social Secur Inst, Guadalajara 44380, Jalisco, MexicoMexican Social Secur Inst, Biomed Res Unit, Durango 34000, Mexico
Ramos-Zavala, Maria G.
Hernandez-Gonzalez, Sandra O.
论文数: 0引用数: 0
h-index: 0
机构:
Specialties Hosp, Med Res Unit Clin Epidemiol, Med Unit High Specialty, W Natl Med Ctr,Mexican Social Secur Inst, Guadalajara 44380, Jalisco, MexicoMexican Social Secur Inst, Biomed Res Unit, Durango 34000, Mexico
Hernandez-Gonzalez, Sandra O.
Jacques-Camarena, Omar
论文数: 0引用数: 0
h-index: 0
机构:
Specialties Hosp, Med Res Unit Clin Epidemiol, Med Unit High Specialty, W Natl Med Ctr,Mexican Social Secur Inst, Guadalajara 44380, Jalisco, MexicoMexican Social Secur Inst, Biomed Res Unit, Durango 34000, Mexico
Jacques-Camarena, Omar
Rodriguez-Moran, Martha
论文数: 0引用数: 0
h-index: 0
机构:
Mexican Social Secur Inst, Biomed Res Unit, Durango 34000, Mexico
Res Grp Diabet & Chron Illnesses, Durango 34000, MexicoMexican Social Secur Inst, Biomed Res Unit, Durango 34000, Mexico