The Metabolic Score for Insulin Resistance (METS-IR) Predicts Cardiovascular Disease and Its Subtypes in Patients with Hypertension and Obstructive Sleep Apnea

被引:34
|
作者
Yang, Wenbo [1 ]
Cai, Xintian [1 ,2 ]
Hu, Junli [1 ]
Wen, Wen [1 ]
Mulalibieke, Heizhati [1 ]
Yao, Xiaoguang [1 ]
Yao, Ling [1 ]
Zhu, Qing [1 ]
Hong, Jing [1 ]
Luo, Qin [1 ]
Liu, Shasha [1 ]
Li, Nanfang [1 ,3 ]
机构
[1] Peoples Hosp Xinjiang Uygur Autonomous Reg, Xinjiang Clin Med Res Ctr Hypertens Dis, Hypertens Ctr, Xinjiang Hypertens Inst,NHC Key Lab Hypertens Clin, Urumqi, Peoples R China
[2] Xinjiang Med Univ, Grad Sch, Urumqi, Peoples R China
[3] Peoples Hosp Xinjiang Uygur Reg, Xinjiang Hypertens Inst, Hypertens Ctr, Xinjiang Clin Med Res Ctr Hypertens Dis,NHC Key La, 91 TianChi Rd, Urumqi 830001, Peoples R China
来源
CLINICAL EPIDEMIOLOGY | 2023年 / 15卷
关键词
cohort study; METS-IR; cardiovascular disease; hypertension; obstructive sleep apnoea; TRIGLYCERIDE-GLUCOSE INDEX; ARTERIAL STIFFNESS; MYOCARDIAL-INFARCTION; HEART-DISEASE; SMART DEVICES; RISK; ASSOCIATION; INSIGHTS; PATHOGENESIS; EVENTS;
D O I
10.2147/CLEP.S395938
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Objective: We aimed to evaluate the METS-IR (metabolic score for insulin resistance) index for the prediction of incident cardiovascular disease (CVD) and its subtypes (coronary artery disease and stroke) in patients with hypertension and obstructive sleep apnea (OSA). Methods: A retrospective cohort study was conducted with 2031 adults with hypertension and OSA, participants from the Urumqi Research on Sleep Apnea and Hypertension study (UROSAH). The hazard ratios and 95% CIs (credibility interval) for CVD and its subtypes were estimated using multivariate Cox proportional hazards regression models.Results: After a median follow-up of 6.80 years (interquartile range: 5.90-8.00 years), a total of 317 (15.61%) participants developed new-onset CVD, including 198 (9.75%) incident coronary heart disease (CHD) and 119 (5.86%) incident stroke. After adjusting for as many relevant confounding factors as possible, each SD increase in METS-IR was associated with a 30% increased risk of new onset overall CVD events, a 32% increased risk of new onset CHD, and a 27% increased risk of new onset stroke. When METS-IR was assessed as tertiles, after adjustment for fully confounding factors, the highest tertiles versus the lowest tertiles were associated with a greater hazard of CVD (HR 2.05; 95% CI 1.52,-2.77), CHD (HR 1.96; 95% CI 1.35-2.84), and stroke (HR 2.24; 95% CI 1.35-3.72). The results of various subgroups and sensitivity analyses were similar. When METS-IR was added, CVD predictions were reclassified and identified more accurately than baseline models for the C-index, continuous net reclassification improvement, and integrated discrimination index. CHD and stroke showed similar results.Conclusion: METS-IR is a powerful predictor of CVD and its subtypes in patients with hypertension and OSA, which can facilitate the identification of high-risk individuals and provide individualized CVD prevention.
引用
收藏
页码:177 / 189
页数:13
相关论文
共 50 条
  • [1] Metabolic Score for Insulin Resistance (METS-IR) Predicts Adverse Cardiovascular Events in Patients with Type 2 Diabetes and Ischemic Cardiomyopathy
    Zhang, Xuehe
    Liu, Fen
    Li, Wenling
    Zhang, Jixin
    Zhang, Tong
    Yu, Xiaolin
    Luo, Junyi
    Zhao, Qian
    Zhang, Jinyu
    Fang, Binbin
    Yang, Yining
    Li, Xiaomei
    DIABETES METABOLIC SYNDROME AND OBESITY, 2023, 16 : 1283 - 1295
  • [2] The Genetic Variants Influencing Hypertension Prevalence Based on the Risk of Insulin Resistance as Assessed Using the Metabolic Score for Insulin Resistance (METS-IR)
    Shine, Bo-Kyung
    Choi, Ja-Eun
    Park, Young-Jin
    Hong, Kyung-Won
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2024, 25 (23)
  • [3] Relationship between a novel non-insulin-based metabolic score for insulin resistance (METS-IR) and coronary artery calcification
    Wang, Zhenwei
    Hui, Xiaofang
    Huang, Xu
    Li, Jingjie
    Liu, Naifeng
    BMC ENDOCRINE DISORDERS, 2022, 22 (01)
  • [4] Association between metabolic score for insulin resistance (METS-IR) and hypertension: a cross-sectional study based on NHANES 2007-2018
    Guo, Zhen
    Guo, Xia
    Xu, Hanchi
    Chu, Haoxuan
    Tian, Yulin
    Wang, Shipeng
    Wang, Yushi
    LIPIDS IN HEALTH AND DISEASE, 2025, 24 (01)
  • [5] The Association of the Metabolic Score for Insulin Resistance (METS-IR)with Prehypertension in Normoglycemic Individuals
    Alogaili, Methaq H.
    Alsallami, Afnan A.
    INTERNATIONAL JOURNAL OF ENDOCRINOLOGY AND METABOLISM, 2024, 22 (02)
  • [6] Prediction of incident hypertension and arterial stiffness using the non-insulin-based metabolic score for insulin resistance (METS-IR) index
    Yaxmehen Bello-Chavolla, Omar
    Antonio-Villa, Neftali E.
    Vargas-Vazquez, Arsenio
    Martagon, Alexandro J.
    Mehta, Roopa
    Arellano-Campos, Olimpia
    Gomez-Velasco, Donaji V.
    Almeda-Valdes, Paloma
    Cruz-Bautista, Ivette
    Melgarejo-Hernandez, Marco A.
    Munoz-Hernandez, Liliana
    Guillen, Luz E.
    de Jesus Garduno-Garcia, Jose
    Alvirde, Ulices
    Ono-Yoshikawa, Yukiko
    Choza-Romero, Ricardo
    Sauque-Reyna, Leobardo
    Eugenia Garay-Sevilla, Ma.
    Malacara-Hernandez, Juan M.
    Tusie-Luna, Maria T.
    Gutierrez-Robledo, Luis M.
    Gomez-Perez, Francisco J.
    Rojas, Rosalba
    Aguilar-Salinas, Carlos A.
    JOURNAL OF CLINICAL HYPERTENSION, 2019, 21 (08) : 1063 - 1070
  • [7] Association between METS-IR index and obstructive sleep apnea: evidence from NHANES
    Yin, Huangyi
    Huang, Wei
    Yang, Bijun
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [8] Metabolic score for insulin resistance (METS-IR) predicts all-cause and cardiovascular mortality in the general population: evidence from NHANES 2001-2018
    Duan, Mingxuan
    Zhao, Xi
    Li, Shaolin
    Miao, Guangrui
    Bai, Linpeng
    Zhang, Qingyang
    Yang, Wenxuan
    Zhao, Xiaoyan
    CARDIOVASCULAR DIABETOLOGY, 2024, 23 (01)
  • [9] NoSAS score predicts cardiovascular disease in patients with obstructive sleep apnea
    Koseoglu, Handan Inonu
    Pazarli, Ahmet Cemal
    Kanbay, Asiye
    Yakar, Halil Ibrahim
    Aykun, Goekhan
    Demir, Osman
    SLEEP AND BREATHING, 2024, 28 (01) : 87 - 93
  • [10] NoSAS score predicts cardiovascular disease in patients with obstructive sleep apnea
    Handan Inonu Koseoglu
    Ahmet Cemal Pazarli
    Asiye Kanbay
    Halil İbrahim Yakar
    Gökhan Aykun
    Osman Demir
    Sleep and Breathing, 2024, 28 : 87 - 93