Abstract | BACKGROUND: To determine whether the new international cluster-based classification method can be applied to Chinese inpatients with diabetes mellitus (DM). METHODS: Adult patients with DM hospitalized in our tertiary care centre from January 2017 to December 2018 were included in the study. K-means cluster analysis was done in clusters based on glutamic acid decarboxylase antibodies, body mass index, glycosylated haemoglobin, homeostasis model-assessed beta cell function, insulin resistance index, and age at diagnosis of DM. Chi-square test was used to analyse inter-subgroup differences in DM-related complications and family history of DM. p < 0.05 was considered significant. RESULTS: CONCLUSIONS: This cluster-based classification could be applied to hospitalized adult patients with DM in China. It might help in strategizing for DM patients, and hence, improve management of DM in these patients.
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Authors | Weihao Wang, Xiaobei Pei, Lina Zhang, Zhi Chen, Dong Lin, Xiaoye Duan, Jingwen Fan, Qi Pan, Lixin Guo |
Journal | Diabetes/metabolism research and reviews
(Diabetes Metab Res Rev)
Vol. 37
Issue 7
Pg. e3427
(10 2021)
ISSN: 1520-7560 [Electronic] England |
PMID | 33275827
(Publication Type: Journal Article, Research Support, Non-U.S. Gov't)
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Copyright | © 2020 John Wiley & Sons Ltd. |
Chemical References |
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Topics |
- Adult
- Diabetes Mellitus
(epidemiology)
- Diabetes Mellitus, Type 1
(epidemiology)
- Diabetes Mellitus, Type 2
(complications, epidemiology)
- Diabetic Retinopathy
- Glycated Hemoglobin
(analysis)
- Humans
- Inpatients
- Risk Factors
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