TY - JOUR
T1 - Relationship of the trajectory of the triglyceride-glucose index with heart failure
T2 - the Kailuan study
AU - Zheng, Huancong
AU - Wu, Kuangyi
AU - Wu, Weiqiang
AU - Huang, Zegui
AU - Wang, Xianxuan
AU - Fu, Peng
AU - Wang, Yuxian
AU - Chen, Zekai
AU - Cai, Zefeng
AU - Cai, Zhiwei
AU - Lan, Yulong
AU - Wu, Shouling
AU - Chen, Youren
N1 - Publisher Copyright:
© The Author(s) 2024.
PY - 2024/8/20
Y1 - 2024/8/20
N2 - Background: A high triglyceride-glucose index (TyG) is associated with a higher risk of incident heart failure. However, the effects of longitudinal patterns of TyG index on the risk of heart failure remain to be characterized. Therefore, in the present study, we aimed to characterize the relationship between the trajectory of TyG index and the risk of heart failure. Methods: We performed a prospective study of 56,149 participants in the Kailuan study who attended three consecutive surveys in 2006–2007, 2008–2009, and 2010–2011 and had no history of heart failure or cancer before the third wave survey (2010–2011). The TyG index was calculated as ln [fasting triglycerides (mg/dL) × fasting plasma glucose (mg/dL)/2], and we used latent mixture modeling to characterize the trajectory of the TyG index over the period 2006–2010. Additionally, Cox proportional risk models were used to calculate the hazard ratio (HR) and 95% confidence interval (CI) for incident heart failure for the various TyG index trajectory groups. Results: From 2006 to 2010, four different TyG trajectories were identified: low-stable (n = 13,554; range, 7.98–8.07), moderate low-stable (n = 29,435; range, 8.60–8.65), moderate high-stable (n = 11,262; range, 9.31–9.30), and elevated-stable (n = 1,898; range, 10.04–10.25). A total of 1,312 new heart failure events occurred during a median follow-up period of 10.04 years. After adjustment for potential confounders, the hazard ratios (HRs) and 95% confidence intervals (CIs) for incident heart failure for the elevated-stable, moderate high-stable, and moderate low-stable groups were 1.55 (1.15, 2.08), 1.32 (1.08, 1.60), and 1.17 (0.99, 1.37), respectively, compared to the low-stable group. Conclusions: Higher TyG index trajectories were associated with a higher risk of heart failure. This suggests that monitoring TyG index trajectory may help identify individuals at high risk for heart failure and highlights the importance of early control of blood glucose and lipids for the prevention of heart failure.
AB - Background: A high triglyceride-glucose index (TyG) is associated with a higher risk of incident heart failure. However, the effects of longitudinal patterns of TyG index on the risk of heart failure remain to be characterized. Therefore, in the present study, we aimed to characterize the relationship between the trajectory of TyG index and the risk of heart failure. Methods: We performed a prospective study of 56,149 participants in the Kailuan study who attended three consecutive surveys in 2006–2007, 2008–2009, and 2010–2011 and had no history of heart failure or cancer before the third wave survey (2010–2011). The TyG index was calculated as ln [fasting triglycerides (mg/dL) × fasting plasma glucose (mg/dL)/2], and we used latent mixture modeling to characterize the trajectory of the TyG index over the period 2006–2010. Additionally, Cox proportional risk models were used to calculate the hazard ratio (HR) and 95% confidence interval (CI) for incident heart failure for the various TyG index trajectory groups. Results: From 2006 to 2010, four different TyG trajectories were identified: low-stable (n = 13,554; range, 7.98–8.07), moderate low-stable (n = 29,435; range, 8.60–8.65), moderate high-stable (n = 11,262; range, 9.31–9.30), and elevated-stable (n = 1,898; range, 10.04–10.25). A total of 1,312 new heart failure events occurred during a median follow-up period of 10.04 years. After adjustment for potential confounders, the hazard ratios (HRs) and 95% confidence intervals (CIs) for incident heart failure for the elevated-stable, moderate high-stable, and moderate low-stable groups were 1.55 (1.15, 2.08), 1.32 (1.08, 1.60), and 1.17 (0.99, 1.37), respectively, compared to the low-stable group. Conclusions: Higher TyG index trajectories were associated with a higher risk of heart failure. This suggests that monitoring TyG index trajectory may help identify individuals at high risk for heart failure and highlights the importance of early control of blood glucose and lipids for the prevention of heart failure.
KW - Heart failure
KW - Insulin resistance
KW - Trajectory
KW - Triglyceride-glucose index
UR - http://www.scopus.com/inward/record.url?scp=85201521866&partnerID=8YFLogxK
U2 - 10.1186/s12944-024-02254-2
DO - 10.1186/s12944-024-02254-2
M3 - Article
C2 - 39164722
AN - SCOPUS:85201521866
SN - 1476-511X
VL - 23
JO - Lipids in Health and Disease
JF - Lipids in Health and Disease
IS - 1
M1 - 257
ER -