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Title: Biomedical outcomes and cardiovascular risks in Chinese adults with type 2 diabetes in the metabolic management center program : a longitudinal comparative study
Authors: He, Z
Cheng, H
Jia, Z
Niu, Z
Li, YT
Huang, W
Guo, VY
Su, Z
Xie, YJ 
Shen, J
Wang, HHX
Issue Date: May-2025
Source: Journal of diabetes investigation, May 2025, v. 16, no. 5, p. 884-892
Abstract: Aims: To assess the extent to which biomedical outcomes and cardiovascular risk profile were improved in the management of Chinese patients with type 2 diabetes enrolled in the metabolic management center (MMC) program.
Materials and Methods: We performed propensity score matching of diabetic patients in the MMC program for at least 12 months to those with diabetes under usual primary care, based on age, sex, fasting plasma glucose (FPG) level, and diabetes duration. Difference-in-difference analysis was conducted to compare changes in biomedical outcomes, attainment of treatment targets, and cardiovascular disease (CVD) risk reduction.
Results: Of 557 pairs of diabetic patients matched 1:1 (n = 1,114), the MMC cohort exhibited greater improvements in FPG (−0.84 mmol/L, 95% confidence interval [CI] −1.22 to −0.46, P < 0.001), diastolic blood pressure [BP] (−2.08 mmHg, 95%CI −3.21 to −0.94, P < 0.001), body mass index [BMI] (−0.29 kg/m2, 95%CI −0.51 to −0.07, P = 0.009), low-density lipoprotein cholesterol (0.13 mmol/L, 95%CI 0.04–0.23, P = 0.008), high-density lipoprotein cholesterol (0.05 mmol/L, 95%CI 0.01–0.08, P = 0.017), and 10-year CVD risk (Framingham CVD risk, −0.94%, 95%CI −1.71 to −0.17, P = 0.017; atherosclerotic CVD risk, −0.77%, 95%CI −1.34 to −0.20, P = 0.009) when compared to the usual primary care cohort after adjustment for confounders. More patients in the MMC cohort achieved treatment targets with lifestyle modifications than their counterparts under primary care.
Conclusions: Enrolment in the MMC program appears promising in the management of FPG, BP, BMI, lifestyle, and CVD risk in diabetic patients, suggesting the necessity of incorporating the MMC program into routine primary care.
Keywords: Diabetes management
Metabolic management center
Program evaluation
Publisher: John Wiley & Sons, Inc.
Journal: Journal of diabetes investigation 
ISSN: 2040-1116
EISSN: 2040-1124
DOI: 10.1111/jdi.14414
Rights: © 2025 The Author(s). Journal of Diabetes Investigation published by Asian Association for the Study of Diabetes (AASD) and John Wiley & Sons Australia, Ltd
This is an open access article under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.
The following publication He, Z., Cheng, H., Jia, Z., Niu, Z., Li, Y.T., Huang, W., Guo, V.Y., Su, Z., Xie, Y.J., Shen, J. and Wang, H.H. (2025), Biomedical outcomes and cardiovascular risks in Chinese adults with type 2 diabetes in the metabolic management center program: A longitudinal comparative study. J Diabetes Investig, 16: 884-892 is available at https://doi.org/10.1111/jdi.14414.
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