Association of non-insulin-based insulin resistance indices with disease severity and adverse outcome in idiopathic pulmonary arterial hypertension: a multi-center cohort study
-
Published:2024-05-03
Issue:1
Volume:23
Page:
-
ISSN:1475-2840
-
Container-title:Cardiovascular Diabetology
-
language:en
-
Short-container-title:Cardiovasc Diabetol
Author:
Zhang Sicheng,Gao Luyang,Li Sicong,Luo Manqing,Chen Lichuan,Xi Qunying,Zhao Zhihui,Zhao Qing,Yang Tao,Zeng Qixian,Li Xin,Huang Zhihua,Duan Anqi,Wang Yijia,Luo Qin,Guo Yansong,Liu Zhihong
Abstract
Abstract
Background
Insulin resistance (IR) plays an important role in the pathophysiology of cardiovascular disease. Recent studies have shown that diabetes mellitus and impaired lipid metabolism are associated with the severity and prognosis of idiopathic pulmonary arterial hypertension (IPAH). However, the relationship between IR and pulmonary hypertension is poorly understood. This study explored the association between four IR indices and IPAH using data from a multicenter cohort.
Methods
A total of 602 consecutive participants with IPAH were included in this study between January 2015 and December 2022. The metabolic score for IR (METS-IR), triglyceride to high-density lipoprotein cholesterol (TG/HDL-C) ratio, triglyceride and glucose (TyG) index, and triglyceride-glucose-body mass index (TyG-BMI) were used to quantify IR levels in patients with IPAH. The correlation between non-insulin-based IR indices and long-term adverse outcomes was determined using multivariate Cox regression models and restricted cubic splines.
Results
During a mean of 3.6 years’ follow-up, 214 participants experienced all-cause death or worsening condition. Compared with in low to intermediate-low risk patients, the TG/HDL-C ratio (2.9 ± 1.7 vs. 3.3 ± 2.1, P = 0.003) and METS-IR (34.5 ± 6.7 vs. 36.4 ± 7.5, P < 0.001) were significantly increased in high to intermediate-high risk patients. IR indices correlated with well-validated variables that reflected the severity of IPAH, such as the cardiac index and stroke volume index. Multivariate Cox regression analyses indicated that the TyG-BMI index (hazard ratio [HR] 1.179, 95% confidence interval [CI] 1.020, 1.363 per 1.0-standard deviation [SD] increment, P = 0.026) and METS-IR (HR 1.169, 95% CI 1.016, 1.345 per 1.0-SD increment, P = 0.030) independently predicted adverse outcomes. Addition of the TG/HDL-C ratio and METS-IR significantly improved the reclassification and discrimination ability beyond the European Society of Cardiology (ESC) risk score.
Conclusions
IR is associated with the severity and long-term prognosis of IPAH. TyG-BMI and METS-IR can independently predict clinical worsening events, while METS-IR also provide incremental predictive performance beyond the ESC risk stratification.
Funder
National High Level Hospital Clinical Research Funding CAMS Innovation Fund for Medical Sciences “Double First-Class” Discipline Construction Fund of Peking Union Medical College and Chinese Academy of Medical Sciences the Capital's Funds for Health Improvement and Research
Publisher
Springer Science and Business Media LLC
Reference62 articles.
1. Hoeper MM, Dwivedi K, Pausch C, Lewis RA, Olsson KM, Huscher D, Pittrow D, Grünig E, Staehler G, Vizza CD, et al. Phenotyping of idiopathic pulmonary arterial hypertension: a registry analysis. Lancet Respir Med. 2022;10(10):937–48. 2. Humbert M, Kovacs G, Hoeper MM, Badagliacca R, Berger RMF, Brida M, Carlsen J, Coats AJS, Escribano-Subias P, Ferrari P, et al. 2022 ESC/ERS guidelines for the diagnosis and treatment of pulmonary hypertension. Eur Heart J. 2022;43(38):3618–731. 3. Heresi GA, Malin SK, Barnes JW, Tian L, Kirwan JP, Dweik RA. Abnormal glucose metabolism and high-energy expenditure in idiopathic pulmonary arterial hypertension. Ann Am Thorac Soc. 2017;14(2):190–9. 4. Kopeć G, Waligóra M, Tyrka A, Jonas K, Pencina MJ, Zdrojewski T, Moertl D, Stokwiszewski J, Zagożdżon P, Podolec P. Low-density lipoprotein cholesterol and survival in pulmonary arterial hypertension. Sci Rep. 2017;7:41650. 5. Poms AD, Turner M, Farber HW, Meltzer LA, McGoon MD. Comorbid conditions and outcomes in patients with pulmonary arterial hypertension: a REVEAL registry analysis. Chest. 2013;144(1):169–76.
Cited by
2 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
|
|