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Published in: BMC Cardiovascular Disorders 1/2024

Open Access 01-12-2024 | Arterial Occlusive Disease | Research

Correlation between the cardiometabolic index and arteriosclerosis in patients with type 2 diabetes mellitus

Authors: Chaoyan Tang, Tianjiao Pang, Chaozhi Dang, Hui Liang, Junfeng Wu, Xiaofang Shen, Lielin Wang, Ruiqiong Luo, Haiyun Lan, Ping Zhang

Published in: BMC Cardiovascular Disorders | Issue 1/2024

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Abstract

Background

The cardiometabolic index (CMI) is a new metric derived from the triglyceride-glucose index and body mass index and is considered a potential marker for cardiovascular risk assessment. This study aimed to examine the correlation between the CMI and the presence and severity of arteriosclerosis in patients with type 2 diabetes mellitus (T2DM).

Methods

This study involved 2243 patients with T2DM. The CMI was derived by dividing the triglyceride level (mmol/L) by the high-density lipoprotein level (mmol/L) and then multiplying the quotient by the waist-to-height ratio. Multivariate logistic regression was used to analyze the correlations between the CMI and BMI blood biomarkers, blood pressure, and brachial-ankle pulse wave velocity (baPWV).

Results

Patients were categorized into three groups based on their CMI: Group C1 (CMI < 0.775; n = 750), Group C2 (CMI: 0.775–1.355; n = 743), and Group C3 (CMI > 1.355; n = 750). Increased BMI, fasting glucose, insulin (at 120 min), total cholesterol (TC), and baPWV values were observed in Groups C2 and C3, with statistically significant trends (all trends P < 0.05). The CMI was positively correlated with systolic blood pressure (r = 0.74, P < 0.001). Multivariate analysis revealed that an increased CMI contributed to a greater risk for arteriosclerosis (OR = 1.87, 95%CI: 1.66–2.10, P < 0.001). Compared to the C1 group, the C2 group and C3 group had a greater risk of developing arteriosclerosis, with ORs of 4.55 (95%CI: 3.57–5.81, P<0.001) and 5.56 (95%CI: 4.32–7.17, P<0.001), respectively. The association was notably stronger in patients with a BMI below 21.62 kg/m² than in those with a BMI of 21.62 kg/m² or higher (OR = 4.53 vs. OR = 1.59).

Conclusions

These findings suggest that the CMI is a relevant and independent marker of arteriosclerosis in patients with T2DM and may be useful in the risk stratification and management of these patients.
Literature
4.
go back to reference Mehta K, Goldin RF, Marchette D, et al. Neuronal classification from network connectivity via adjacency spectral embedding. Netw Neurosci (Cambridge Mass). 2021;5(3):689–710. doi: 10.1162/netn_a_00195 [published Online First: 2021/11/09]. Mehta K, Goldin RF, Marchette D, et al. Neuronal classification from network connectivity via adjacency spectral embedding. Netw Neurosci (Cambridge Mass). 2021;5(3):689–710. doi: 10.1162/netn_a_00195 [published Online First: 2021/11/09].
9.
go back to reference Wakabayashi I, Daimon T. The cardiometabolic index as a new marker determined by adiposity and blood lipids for discrimination of diabetes mellitus. Clin Chim Acta. 2015;438:274–78.CrossRefPubMed Wakabayashi I, Daimon T. The cardiometabolic index as a new marker determined by adiposity and blood lipids for discrimination of diabetes mellitus. Clin Chim Acta. 2015;438:274–78.CrossRefPubMed
10.
go back to reference Merkin SS, Karlamangla A, Elashoff D, et al. Change in cardiometabolic score and incidence of cardiovascular disease: the multi-ethnic study of atherosclerosis. Ann Epidemiol. 2015;25(12):912–17. e1.CrossRefPubMedPubMedCentral Merkin SS, Karlamangla A, Elashoff D, et al. Change in cardiometabolic score and incidence of cardiovascular disease: the multi-ethnic study of atherosclerosis. Ann Epidemiol. 2015;25(12):912–17. e1.CrossRefPubMedPubMedCentral
11.
go back to reference Cai X, Hu J, Wen W et al. Associations of the cardiometabolic index with the risk of cardiovascular disease in patients with hypertension and obstructive sleep apnea: Results of a longitudinal cohort study. Oxidative Medicine and Cellular Longevity 2022;2022. Cai X, Hu J, Wen W et al. Associations of the cardiometabolic index with the risk of cardiovascular disease in patients with hypertension and obstructive sleep apnea: Results of a longitudinal cohort study. Oxidative Medicine and Cellular Longevity 2022;2022.
15.
go back to reference Qiu Y, Yi Q, Li S, et al. Transition of cardiometabolic status and the risk of type 2 diabetes mellitus among middle-aged and older Chinese: a national cohort study. J Diabetes Invest. 2022;13(8):1426–37. https://doi.org/10.1111/jdi.13805. [published Online First: 2022/04/16].CrossRef Qiu Y, Yi Q, Li S, et al. Transition of cardiometabolic status and the risk of type 2 diabetes mellitus among middle-aged and older Chinese: a national cohort study. J Diabetes Invest. 2022;13(8):1426–37. https://​doi.​org/​10.​1111/​jdi.​13805. [published Online First: 2022/04/16].CrossRef
16.
go back to reference Golabi S, Ajloo S, Maghsoudi F, et al. Associations between traditional and non-traditional anthropometric indices and cardiometabolic risk factors among inpatients with type 2 diabetes mellitus: a cross-sectional study. J Int Med Res. 2021;49(10):3000605211049960. https://doi.org/10.1177/03000605211049960. [published Online First: 2021/10/19].CrossRefPubMed Golabi S, Ajloo S, Maghsoudi F, et al. Associations between traditional and non-traditional anthropometric indices and cardiometabolic risk factors among inpatients with type 2 diabetes mellitus: a cross-sectional study. J Int Med Res. 2021;49(10):3000605211049960. https://​doi.​org/​10.​1177/​0300060521104996​0. [published Online First: 2021/10/19].CrossRefPubMed
17.
go back to reference Oliveira BR, Magalhães E, Bragança M, et al. Performance of body Fat percentage, Fat Mass Index and Body Mass Index for detecting cardiometabolic outcomes in Brazilian adults. Nutrients. 2023;15(13). https://doi.org/10.3390/nu15132974. [published Online First: 2023/07/14]. Oliveira BR, Magalhães E, Bragança M, et al. Performance of body Fat percentage, Fat Mass Index and Body Mass Index for detecting cardiometabolic outcomes in Brazilian adults. Nutrients. 2023;15(13). https://​doi.​org/​10.​3390/​nu15132974. [published Online First: 2023/07/14].
19.
go back to reference Wang H, Chen Y, Sun G, et al. Validity of cardiometabolic index, lipid accumulation product, and body adiposity index in predicting the risk of hypertension in Chinese population. Postgrad Med. 2018;130(3):325–33. [published Online First: 2018/02/27].CrossRefPubMed Wang H, Chen Y, Sun G, et al. Validity of cardiometabolic index, lipid accumulation product, and body adiposity index in predicting the risk of hypertension in Chinese population. Postgrad Med. 2018;130(3):325–33. [published Online First: 2018/02/27].CrossRefPubMed
21.
go back to reference Fiorentino TV, Sesti F, Andreozzi F, et al. One-hour post-load hyperglycemia combined with HbA1c identifies pre-diabetic individuals with a higher cardio-metabolic risk burden. Atherosclerosis. 2016;253:61–9.CrossRefPubMed Fiorentino TV, Sesti F, Andreozzi F, et al. One-hour post-load hyperglycemia combined with HbA1c identifies pre-diabetic individuals with a higher cardio-metabolic risk burden. Atherosclerosis. 2016;253:61–9.CrossRefPubMed
22.
go back to reference Nogueira MD, Braga RA, Manios Y, et al. New indices in predicting cardiometabolic risk and its relation to endothelial dysfunction in adolescents: the HELENA study. Nutr Metabolism Cardiovasc Dis. 2023;33(5):1037–48.CrossRef Nogueira MD, Braga RA, Manios Y, et al. New indices in predicting cardiometabolic risk and its relation to endothelial dysfunction in adolescents: the HELENA study. Nutr Metabolism Cardiovasc Dis. 2023;33(5):1037–48.CrossRef
23.
go back to reference Pahwa R, Adams-Huet B, Jialal I. The effect of increasing body mass index on cardio-metabolic risk and biomarkers of oxidative stress and inflammation in nascent metabolic syndrome. J Diabetes Complicat. 2017;31(5):810–13.CrossRef Pahwa R, Adams-Huet B, Jialal I. The effect of increasing body mass index on cardio-metabolic risk and biomarkers of oxidative stress and inflammation in nascent metabolic syndrome. J Diabetes Complicat. 2017;31(5):810–13.CrossRef
24.
go back to reference Camargo-Ramos CM, Correa-Bautista JE, Correa-Rodríguez M, et al. Dietary inflammatory index and cardiometabolic risk parameters in overweight and sedentary subjects. Int J Environ Res Public Health. 2017;14(10):1104.CrossRefPubMedPubMedCentral Camargo-Ramos CM, Correa-Bautista JE, Correa-Rodríguez M, et al. Dietary inflammatory index and cardiometabolic risk parameters in overweight and sedentary subjects. Int J Environ Res Public Health. 2017;14(10):1104.CrossRefPubMedPubMedCentral
Metadata
Title
Correlation between the cardiometabolic index and arteriosclerosis in patients with type 2 diabetes mellitus
Authors
Chaoyan Tang
Tianjiao Pang
Chaozhi Dang
Hui Liang
Junfeng Wu
Xiaofang Shen
Lielin Wang
Ruiqiong Luo
Haiyun Lan
Ping Zhang
Publication date
01-12-2024
Publisher
BioMed Central
Published in
BMC Cardiovascular Disorders / Issue 1/2024
Electronic ISSN: 1471-2261
DOI
https://doi.org/10.1186/s12872-024-03853-8

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