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C-peptide index at 2 h post-meal is a useful predictor of endogenous insulin secretory capacity and withdrawal from insulin therapy in subjects with type 2 diabetes.

Authors :
Iwamoto Y
Kimura T
Shimoda M
Morimoto Y
Watanabe Y
Itoh T
Sasaki T
Mori S
Kubo M
Takenouchi H
Dan K
Iwamoto H
Sanada J
Fushimi Y
Katakura Y
Nakanishi S
Mune T
Kaku K
Kaneto H
Source :
Diabetes, obesity & metabolism [Diabetes Obes Metab] 2024 Jul; Vol. 26 (7), pp. 2761-2773. Date of Electronic Publication: 2024 Apr 22.
Publication Year :
2024

Abstract

Aims: To evaluate the correlation between C-peptide index (CPI) at 2 h post-meal and endogenous insulin secretory capacity and to develop clinical models to predict the possibility of withdrawal from insulin therapy in patients with type 2 diabetes.<br />Method: This was a single-centre retrospective study of patients with type 2 diabetes admitted to our hospital. Patients were divided into a withdrawal group (n = 72) and a non-withdrawal group (n = 75) based on whether they were able to withdraw from insulin therapy at discharge, and the correlation between CPI at 2 h after meal and diabetes-related parameters was evaluated. In addition, we created two clinical models to predict the possibility of withdrawal from insulin therapy using machine learning.<br />Results: The glycated haemoglobin values of the study participants were 87.8 ± 22.6 mmol/mo. The CPI at 2 h post-meal was 1.93 ± 1.28 in the non-withdrawal group and 2.97 ± 2.07 in the withdrawal group (p < 0.001). CPI at 2 h post-meal was an independent predictor of withdrawal from insulin therapy. In addition, CPI at 2 h post-meal was a better predictor than fasting CPI. Six factors associated with insulin therapy withdrawal (age, duration of diabetes, creatinine, alanine aminotransferase, insulin therapy until hospitalization, and CPI at 2 h post-meal) were used to generate two clinical models by machine learning. The accuracy of the generated clinical models ranged from 78.3% to 82.6%.<br />Conclusion: The CPI at 2 h post-meal is a clinically useful measure of endogenous insulin secretory capacity under non-fasting conditions.<br /> (© 2024 John Wiley & Sons Ltd.)

Details

Language :
English
ISSN :
1463-1326
Volume :
26
Issue :
7
Database :
MEDLINE
Journal :
Diabetes, obesity & metabolism
Publication Type :
Academic Journal
Accession number :
38646845
Full Text :
https://doi.org/10.1111/dom.15595