Skip to main content
Top
Published in: Endocrine 1/2020

01-04-2020 | Insulins | Original Article

Impact of acute-phase insulin secretion on glycemic variability in insulin-treated patients with type 2 diabetes

Authors: Yiming Si, Yun Shen, Jingyi Lu, Xiaojing Ma, Lei Zhang, Yifei Mo, Wei Lu, Wei Zhu, Yuqian Bao, Gang Hu, Jian Zhou

Published in: Endocrine | Issue 1/2020

Login to get access

Abstract

Aims

The association between β-cell function and glycemic variability remains to be clarified in insulin-treated patients with type 2 diabetes. Therefore, the study sought to examine the association of various indices of β-cell function with glycemic variability in Chinese insulin-treated patients with type 2 diabetes.

Methods

Glycemic variability was assessed by the coefficient of variation (CV) of glucose levels with the use of continuous glucose monitoring (CGM). Basal β-cell function was evaluated by fasting C-peptide (FCP) and the homeostasis model assessment 2 for β-cell function (HOMA2-%β). Postload β-cell function was measured by 2-hour C-peptide (2hCP) and the acute C-peptide response (ACPR) to arginine.

Results

When a cutoff value of CV ≥ 36% was used to define unstable glucose, the multivariable-adjusted odds ratios for labile glycemic control were 0.34 (95% CI 0.18–0.64) for each 1 ng/mL increase in ACPR, 0.47 (95% CI 0.27–0.81) for each 1 ng/mL increase in FCP, 0.77 (95% CI 0.61–0.97) for each 1 ng/mL increase in 2hCP, and 1.00 (95% CI 0.98–1.01) for each 1% increase in HOMA2-%β. When we further adjusted for 2hCP and HOMA2-%β in the ACPR and FCP analyses, and adjusted for ACPR or FCP in the 2hCP analyses, only ACPR but not FCP or 2hPC remained to be a significant and inverse predictor for labile glycemic control.

Conclusions

ACPR evaluated by the arginine stimulation test may be superior to other commonly used β-cell function parameters to reflect glycemic fluctuation in insulin-treated patients with type 2 diabetes.
Literature
3.
go back to reference J. Lu, X. Ma, L. Zhang, Y. Mo, L. Ying, W. Lu, W. Zhu, Y. Bao, J. Zhou, Glycemic variability assessed by continuous glucose monitoring and the risk of diabetic retinopathy in latent autoimmune diabetes of the adult and type 2 diabetes. J. Diabetes Investig. 10(3), 753–759 (2019). https://doi.org/10.1111/jdi.12957 CrossRefPubMed J. Lu, X. Ma, L. Zhang, Y. Mo, L. Ying, W. Lu, W. Zhu, Y. Bao, J. Zhou, Glycemic variability assessed by continuous glucose monitoring and the risk of diabetic retinopathy in latent autoimmune diabetes of the adult and type 2 diabetes. J. Diabetes Investig. 10(3), 753–759 (2019). https://​doi.​org/​10.​1111/​jdi.​12957 CrossRefPubMed
14.
go back to reference S.S. Shankar, A. Vella, R.H. Raymond, M.A. Staten, R.A. Calle, R.N. Bergman, C. Cao, D. Chen, C. Cobelli, C. Dalla Man, M. Deeg, J.Q. Dong, D.S. Lee, D. Polidori, R.P. Robertson, H. Ruetten, D. Stefanovski, M.T. Vassileva, G.C. Weir, D.A. Fryburg, Standardized mixed-meal tolerance and arginine stimulation tests provide reproducible and complementary measures of beta-cell function: results from the Foundation for the National Institutes of Health Biomarkers Consortium Investigative Series. Diabetes Care 39(9), 1602–1613 (2016). https://doi.org/10.2337/dc15-0931 CrossRefPubMedPubMedCentral S.S. Shankar, A. Vella, R.H. Raymond, M.A. Staten, R.A. Calle, R.N. Bergman, C. Cao, D. Chen, C. Cobelli, C. Dalla Man, M. Deeg, J.Q. Dong, D.S. Lee, D. Polidori, R.P. Robertson, H. Ruetten, D. Stefanovski, M.T. Vassileva, G.C. Weir, D.A. Fryburg, Standardized mixed-meal tolerance and arginine stimulation tests provide reproducible and complementary measures of beta-cell function: results from the Foundation for the National Institutes of Health Biomarkers Consortium Investigative Series. Diabetes Care 39(9), 1602–1613 (2016). https://​doi.​org/​10.​2337/​dc15-0931 CrossRefPubMedPubMedCentral
17.
go back to reference T. Danne, R. Nimri, T. Battelino, R.M. Bergenstal, K.L. Close, J.H. DeVries, S. Garg, L. Heinemann, I. Hirsch, S.A. Amiel, R. Beck, E. Bosi, B. Buckingham, C. Cobelli, E. Dassau, F.J. Doyle 3rd, S. Heller, R. Hovorka, W. Jia, T. Jones, O. Kordonouri, B. Kovatchev, A. Kowalski, L. Laffel, D. Maahs, H.R. Murphy, K. Norgaard, C.G. Parkin, E. Renard, B. Saboo, M. Scharf, W.V. Tamborlane, S.A. Weinzimer, M. Phillip, International consensus on use of continuous glucose monitoring. Diabetes Care 40(12), 1631–1640 (2017). https://doi.org/10.2337/dc17-1600 CrossRefPubMedPubMedCentral T. Danne, R. Nimri, T. Battelino, R.M. Bergenstal, K.L. Close, J.H. DeVries, S. Garg, L. Heinemann, I. Hirsch, S.A. Amiel, R. Beck, E. Bosi, B. Buckingham, C. Cobelli, E. Dassau, F.J. Doyle 3rd, S. Heller, R. Hovorka, W. Jia, T. Jones, O. Kordonouri, B. Kovatchev, A. Kowalski, L. Laffel, D. Maahs, H.R. Murphy, K. Norgaard, C.G. Parkin, E. Renard, B. Saboo, M. Scharf, W.V. Tamborlane, S.A. Weinzimer, M. Phillip, International consensus on use of continuous glucose monitoring. Diabetes Care 40(12), 1631–1640 (2017). https://​doi.​org/​10.​2337/​dc17-1600 CrossRefPubMedPubMedCentral
18.
go back to reference J.R. Petrie, A.L. Peters, R.M. Bergenstal, R.W. Holl, G.A. Fleming, L. Heinemann, Improving the clinical value and utility of CGM systems: issues and recommendations: a joint statement of the European Association for the Study of Diabetes and the American Diabetes Association Diabetes Technology Working Group. Diabetologia 60(12), 2319–2328 (2017). https://doi.org/10.1007/s00125-017-4463-4 CrossRefPubMed J.R. Petrie, A.L. Peters, R.M. Bergenstal, R.W. Holl, G.A. Fleming, L. Heinemann, Improving the clinical value and utility of CGM systems: issues and recommendations: a joint statement of the European Association for the Study of Diabetes and the American Diabetes Association Diabetes Technology Working Group. Diabetologia 60(12), 2319–2328 (2017). https://​doi.​org/​10.​1007/​s00125-017-4463-4 CrossRefPubMed
19.
go back to reference T. Battelino, T. Danne, R.M. Bergenstal, S.A. Amiel, R. Beck, T. Biester, E. Bosi, B.A. Buckingham, W.T. Cefalu, K.L. Close, C. Cobelli, E. Dassau, J.H. DeVries, K.C. Donaghue, K. Dovc, F.J. Doyle 3rd, S. Garg, G. Grunberger, S. Heller, L. Heinemann, I.B. Hirsch, R. Hovorka, W. Jia, O. Kordonouri, B. Kovatchev, A. Kowalski, L. Laffel, B. Levine, A. Mayorov, C. Mathieu, H.R. Murphy, R. Nimri, K. Norgaard, C.G. Parkin, E. Renard, D. Rodbard, B. Saboo, D. Schatz, K. Stoner, T. Urakami, S.A. Weinzimer, M. Phillip, Clinical targets for continuous glucose monitoring data interpretation: recommendations from the International Consensus on Time in Range. Diabetes Care 42(8), 1593–1603 (2019). https://doi.org/10.2337/dci19-0028 CrossRefPubMed T. Battelino, T. Danne, R.M. Bergenstal, S.A. Amiel, R. Beck, T. Biester, E. Bosi, B.A. Buckingham, W.T. Cefalu, K.L. Close, C. Cobelli, E. Dassau, J.H. DeVries, K.C. Donaghue, K. Dovc, F.J. Doyle 3rd, S. Garg, G. Grunberger, S. Heller, L. Heinemann, I.B. Hirsch, R. Hovorka, W. Jia, O. Kordonouri, B. Kovatchev, A. Kowalski, L. Laffel, B. Levine, A. Mayorov, C. Mathieu, H.R. Murphy, R. Nimri, K. Norgaard, C.G. Parkin, E. Renard, D. Rodbard, B. Saboo, D. Schatz, K. Stoner, T. Urakami, S.A. Weinzimer, M. Phillip, Clinical targets for continuous glucose monitoring data interpretation: recommendations from the International Consensus on Time in Range. Diabetes Care 42(8), 1593–1603 (2019). https://​doi.​org/​10.​2337/​dci19-0028 CrossRefPubMed
23.
25.
go back to reference E. Gerbaud, R. Darier, M. Montaudon, M.C. Beauvieux, C. Coffin-Boutreux, P. Coste, H. Douard, A. Ouattara, B. Catargi, Glycemic variability is a powerful independent predictive factor of midterm major adverse cardiac events in patients with diabetes with acute coronary syndrome. Diabetes Care 42(4), 674–681 (2019). https://doi.org/10.2337/dc18-2047 CrossRefPubMed E. Gerbaud, R. Darier, M. Montaudon, M.C. Beauvieux, C. Coffin-Boutreux, P. Coste, H. Douard, A. Ouattara, B. Catargi, Glycemic variability is a powerful independent predictive factor of midterm major adverse cardiac events in patients with diabetes with acute coronary syndrome. Diabetes Care 42(4), 674–681 (2019). https://​doi.​org/​10.​2337/​dc18-2047 CrossRefPubMed
26.
go back to reference H. Takahashi, N. Iwahashi, J. Kirigaya, S. Kataoka, Y. Minamimoto, M. Gohbara, T. Abe, K. Okada, Y. Matsuzawa, M. Konishi, N. Maejima, K. Hibi, M. Kosuge, T. Ebina, K. Tamura, K. Kimura, Glycemic variability determined with a continuous glucose monitoring system can predict prognosis after acute coronary syndrome. Cardiovasc Diabetol. 17(1), 116 (2018). https://doi.org/10.1186/s12933-018-0761-5 CrossRefPubMedPubMedCentral H. Takahashi, N. Iwahashi, J. Kirigaya, S. Kataoka, Y. Minamimoto, M. Gohbara, T. Abe, K. Okada, Y. Matsuzawa, M. Konishi, N. Maejima, K. Hibi, M. Kosuge, T. Ebina, K. Tamura, K. Kimura, Glycemic variability determined with a continuous glucose monitoring system can predict prognosis after acute coronary syndrome. Cardiovasc Diabetol. 17(1), 116 (2018). https://​doi.​org/​10.​1186/​s12933-018-0761-5 CrossRefPubMedPubMedCentral
28.
go back to reference S.O. Oyibo, Y.D. Prasad, N.J. Jackson, E.B. Jude, A.J. Boulton, The relationship between blood glucose excursions and painful diabetic peripheral neuropathy: a pilot study. Diabet. Med. 19(10), 870–873 (2002)CrossRef S.O. Oyibo, Y.D. Prasad, N.J. Jackson, E.B. Jude, A.J. Boulton, The relationship between blood glucose excursions and painful diabetic peripheral neuropathy: a pilot study. Diabet. Med. 19(10), 870–873 (2002)CrossRef
31.
go back to reference G. Yuan, H. Hu, S. Wang, Q. Yang, S. Yu, W. Sun, W. Qian, C. Mao, L. Zhou, D. Chen, Z. Wang, Q. Gong, D. Wang, Improvement of beta-cell function ameliorated glycemic variability in patients with newly diagnosed type 2 diabetes after short-term continuous subcutaneous insulin infusion or in combination with sitagliptin treatment: a randomized control trial. Endocr. J. 62(9), 817–834 (2015). https://doi.org/10.1507/endocrj.EJ15-0160 CrossRefPubMed G. Yuan, H. Hu, S. Wang, Q. Yang, S. Yu, W. Sun, W. Qian, C. Mao, L. Zhou, D. Chen, Z. Wang, Q. Gong, D. Wang, Improvement of beta-cell function ameliorated glycemic variability in patients with newly diagnosed type 2 diabetes after short-term continuous subcutaneous insulin infusion or in combination with sitagliptin treatment: a randomized control trial. Endocr. J. 62(9), 817–834 (2015). https://​doi.​org/​10.​1507/​endocrj.​EJ15-0160 CrossRefPubMed
38.
go back to reference J. Weng, Y. Li, W. Xu, L. Shi, Q. Zhang, D. Zhu, Y. Hu, Z. Zhou, X. Yan, H. Tian, X. Ran, Z. Luo, J. Xian, L. Yan, F. Li, L. Zeng, Y. Chen, L. Yang, S. Yan, J. Liu, M. Li, Z. Fu, H. Cheng, Effect of intensive insulin therapy on beta-cell function and glycaemic control in patients with newly diagnosed type 2 diabetes: a multicentre randomised parallel-group trial. Lancet 371(9626), 1753–1760 (2008). https://doi.org/10.1016/S0140-6736(08)60762-X CrossRefPubMed J. Weng, Y. Li, W. Xu, L. Shi, Q. Zhang, D. Zhu, Y. Hu, Z. Zhou, X. Yan, H. Tian, X. Ran, Z. Luo, J. Xian, L. Yan, F. Li, L. Zeng, Y. Chen, L. Yang, S. Yan, J. Liu, M. Li, Z. Fu, H. Cheng, Effect of intensive insulin therapy on beta-cell function and glycaemic control in patients with newly diagnosed type 2 diabetes: a multicentre randomised parallel-group trial. Lancet 371(9626), 1753–1760 (2008). https://​doi.​org/​10.​1016/​S0140-6736(08)60762-X CrossRefPubMed
41.
go back to reference L. Ji, P. Zhang, D. Zhu, X. Li, J. Ji, J. Lu, X. Guo, W. Jia, J. Weng, Y. Wu, W. Yang, D. Zou, Z. Zhou, C. Pan, Y. Gao, S.K. Garg, Observational Registry of Basal Insulin Treatment (ORBIT) in patients with type 2 diabetes uncontrolled with oral antihyperglycaemic drugs: real-life use of basal insulin in China. Diabetes Obes. Metab. 19(6), 822–830 (2017). https://doi.org/10.1111/dom.12886 CrossRefPubMed L. Ji, P. Zhang, D. Zhu, X. Li, J. Ji, J. Lu, X. Guo, W. Jia, J. Weng, Y. Wu, W. Yang, D. Zou, Z. Zhou, C. Pan, Y. Gao, S.K. Garg, Observational Registry of Basal Insulin Treatment (ORBIT) in patients with type 2 diabetes uncontrolled with oral antihyperglycaemic drugs: real-life use of basal insulin in China. Diabetes Obes. Metab. 19(6), 822–830 (2017). https://​doi.​org/​10.​1111/​dom.​12886 CrossRefPubMed
Metadata
Title
Impact of acute-phase insulin secretion on glycemic variability in insulin-treated patients with type 2 diabetes
Authors
Yiming Si
Yun Shen
Jingyi Lu
Xiaojing Ma
Lei Zhang
Yifei Mo
Wei Lu
Wei Zhu
Yuqian Bao
Gang Hu
Jian Zhou
Publication date
01-04-2020
Publisher
Springer US
Published in
Endocrine / Issue 1/2020
Print ISSN: 1355-008X
Electronic ISSN: 1559-0100
DOI
https://doi.org/10.1007/s12020-020-02201-y

Other articles of this Issue 1/2020

Endocrine 1/2020 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.