Skip to main content
Top
Published in: Diabetology & Metabolic Syndrome 1/2014

Open Access 01-12-2014 | Research

Prediction of response to GLP-1 receptor agonist therapy in Japanese patients with type 2 diabetes

Authors: Kenjiro Imai, Tetsuro Tsujimoto, Atsushi Goto, Maki Goto, Miyako Kishimoto, Ritsuko Yamamoto-Honda, Hiroshi Noto, Hiroshi Kajio, Mitsuhiko Noda

Published in: Diabetology & Metabolic Syndrome | Issue 1/2014

Login to get access

Abstract

Background

Glucagon-like peptide-1 (GLP-1) receptor agonists can maintain good glycemic control in some diabetic. Here we compared the clinical characteristics and parameters reflecting glucose metabolism at the time of the initiation of GLP-1 receptor agonist therapy between patients who responded well to therapy and those who did not.

Methods

The records of 43 patients with type 2 diabetes who started receiving GLP-1 receptor agonist therapy during hospitalization were retrospectively reviewed. Glucagon stimulation tests were performed, and patients were started on liraglutide or exenatide therapy. Preprandial blood glucose levels were measured on days 2 and 3 of GLP-1 receptor agonist therapy. We used the Cox proportional hazard model to compare clinical parameters between responders (HbA1c level <8% at more than 3 months after the initiation of treatment) and non-responders (HbA1c level ≥8% at more than 3 months after the initiation of treatment or a switch to insulin therapy at any time).

Results

Twenty-six of the 43 patients were classified as non-responders. At baseline, mean HbA1c levels were 9.9% among responders and 9.7% among non-responders. Compared with treatment with only diet or metformin, the hazard ratio [HR] for non-response was 5.3 (95% confidence interval [CI]: 1.16-24.6, P = 0.03) for insulin therapy and 5.0 (95% CI: 1.13-22.16, P = 0.03) for sulfonylurea therapy. Compared with the lowest tertile, the HRs for non-response in the highest tertile were 3.1 (95% CI: 1.04-8.97, P = 0.04) for the mean preprandial blood glucose level on days 2 and 3 and 3.4 (95% CI: 1.05-11.01, P = 0.04) for the body mass index. The response was not significantly associated with the duration of diabetes or the glucagon stimulation test results. A receiver operating curve analysis showed that the mean preprandial blood glucose level had the highest area under the curve value (=0.72) for the prediction of non-responders.

Conclusions

In patients with poorly controlled diabetes, the response to GLP-1 receptor agonist therapy was significantly associated with the treatment used before the initiation of therapy, the body mass index, and the mean preprandial blood glucose level during the 2 days after the initiation of therapy.
Appendix
Available only for authorised users
Literature
1.
go back to reference Inzucchi SE, Bergenstal RM, Buse JB, Diamant M, Ferrannini E, Nauck M, Peters AL, Tsapas A, Wender R, Matthews DR: Management of hyperglycemia in type 2 diabetes: a patient-centered approach: position statement of the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD). Diabetes Care. 2012, 35: 1364-1379. 10.2337/dc12-0413.PubMedCentralCrossRefPubMed Inzucchi SE, Bergenstal RM, Buse JB, Diamant M, Ferrannini E, Nauck M, Peters AL, Tsapas A, Wender R, Matthews DR: Management of hyperglycemia in type 2 diabetes: a patient-centered approach: position statement of the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD). Diabetes Care. 2012, 35: 1364-1379. 10.2337/dc12-0413.PubMedCentralCrossRefPubMed
2.
go back to reference Vilsboll T, Christensen M, Junker AE, Knop FK, Gluud LL: Effects of glucagon-like peptide-1 receptor agonists on weight loss: systematic review and meta-analyses of randomised controlled trials. BMJ. 2012, 344: d7771-10.1136/bmj.d7771.PubMedCentralCrossRefPubMed Vilsboll T, Christensen M, Junker AE, Knop FK, Gluud LL: Effects of glucagon-like peptide-1 receptor agonists on weight loss: systematic review and meta-analyses of randomised controlled trials. BMJ. 2012, 344: d7771-10.1136/bmj.d7771.PubMedCentralCrossRefPubMed
3.
go back to reference Zander M, Madsbad S, Madsen JL, Holst JJ: Effect of 6-week course of glucagon-like peptide 1 on glycaemic control, insulin sensitivity, and beta-cell function in type 2 diabetes: a parallel-group study. Lancet. 2002, 359: 824-830. 10.1016/S0140-6736(02)07952-7.CrossRefPubMed Zander M, Madsbad S, Madsen JL, Holst JJ: Effect of 6-week course of glucagon-like peptide 1 on glycaemic control, insulin sensitivity, and beta-cell function in type 2 diabetes: a parallel-group study. Lancet. 2002, 359: 824-830. 10.1016/S0140-6736(02)07952-7.CrossRefPubMed
4.
go back to reference Kohro T, Yamazaki T, Sato H, Harada K, Ohe K, Komuro I, Nagai R: Trends in antidiabetic prescription patterns in Japan from 2005 to 2011. Int Heart J. 2013, 54: 93-97. 10.1536/ihj.54.93.CrossRefPubMed Kohro T, Yamazaki T, Sato H, Harada K, Ohe K, Komuro I, Nagai R: Trends in antidiabetic prescription patterns in Japan from 2005 to 2011. Int Heart J. 2013, 54: 93-97. 10.1536/ihj.54.93.CrossRefPubMed
5.
go back to reference Takehiro Kawata AK, Kubota A, Maeda H, Amamiya H, Takai M, Kaneshige H, Minagawa F, Iemitsu K, Kaneshiro M, Ishikawa M, Takeda H, Takuma T, Mokubo A, Machimura H, Obana M, Miyakawa M, Naka Y, Suzuki D, Terauchi Y, Toyoda M, Tanaka Y, Matsuba I: Is a switch from insulin therapy to liraglutide possible in Japanese type 2 diabetes mellitus patients?. J Clin Med Res. 2014, 6: 138-144.PubMedCentralPubMed Takehiro Kawata AK, Kubota A, Maeda H, Amamiya H, Takai M, Kaneshige H, Minagawa F, Iemitsu K, Kaneshiro M, Ishikawa M, Takeda H, Takuma T, Mokubo A, Machimura H, Obana M, Miyakawa M, Naka Y, Suzuki D, Terauchi Y, Toyoda M, Tanaka Y, Matsuba I: Is a switch from insulin therapy to liraglutide possible in Japanese type 2 diabetes mellitus patients?. J Clin Med Res. 2014, 6: 138-144.PubMedCentralPubMed
6.
go back to reference Kishimoto M, Noda M: Effects of exenatide in a morbidly obese patient with type 2 diabetes. Diabetes Ther. 2014, 5: 323-332. 10.1007/s13300-014-0050-6.PubMedCentralCrossRefPubMed Kishimoto M, Noda M: Effects of exenatide in a morbidly obese patient with type 2 diabetes. Diabetes Ther. 2014, 5: 323-332. 10.1007/s13300-014-0050-6.PubMedCentralCrossRefPubMed
7.
go back to reference Nambu T, Matsuda Y, Matsuo K, Kanai Y, Yonemitsu S, Muro S, Oki S: Liraglutide administration in type 2 diabetic patients who either received no previous treatment or were treated with an oral hypoglycemic agent showed greater efficacy than that in patients switching from insulin. J Diabetes Investig. 2012, 4: 69-77.PubMedCentralCrossRefPubMed Nambu T, Matsuda Y, Matsuo K, Kanai Y, Yonemitsu S, Muro S, Oki S: Liraglutide administration in type 2 diabetic patients who either received no previous treatment or were treated with an oral hypoglycemic agent showed greater efficacy than that in patients switching from insulin. J Diabetes Investig. 2012, 4: 69-77.PubMedCentralCrossRefPubMed
8.
go back to reference Kozawa J, Inoue K, Iwamoto R, Kurashiki Y, Okauchi Y, Kashine S, Kitamura T, Maeda N, Okita K, Iwahashi H, Funahashi T, Imagawa A, Shimomura I: Liraglutide is effective in type 2 diabetic patients with sustained endogenous insulin-secreting capacity. J Diabetes Investig. 2012, 3: 294-297. 10.1111/j.2040-1124.2011.00168.x.PubMedCentralCrossRefPubMed Kozawa J, Inoue K, Iwamoto R, Kurashiki Y, Okauchi Y, Kashine S, Kitamura T, Maeda N, Okita K, Iwahashi H, Funahashi T, Imagawa A, Shimomura I: Liraglutide is effective in type 2 diabetic patients with sustained endogenous insulin-secreting capacity. J Diabetes Investig. 2012, 3: 294-297. 10.1111/j.2040-1124.2011.00168.x.PubMedCentralCrossRefPubMed
9.
go back to reference Kondo Y, Satoh S, Nagakura J, Kimura M, Nezu U, Terauchi Y: Defining criteria for the introduction of liraglutide using the glucagon stimulation test in patients with type 2 diabetes. J Diabetes Investig. 2013, 4: 571-575. 10.1111/jdi.12082.PubMedCentralCrossRefPubMed Kondo Y, Satoh S, Nagakura J, Kimura M, Nezu U, Terauchi Y: Defining criteria for the introduction of liraglutide using the glucagon stimulation test in patients with type 2 diabetes. J Diabetes Investig. 2013, 4: 571-575. 10.1111/jdi.12082.PubMedCentralCrossRefPubMed
10.
go back to reference Takabe M, Matsuda T, Hirota Y, Hashimoto N, Nakamura T, Sakaguchi K, Ogawa W, Seino S: C-peptide response to glucagon challenge is correlated with improvement of early insulin secretion by liraglutide treatment. Diabetes Res Clin Pract. 2012, 98: e32-e35. 10.1016/j.diabres.2012.09.036.CrossRefPubMed Takabe M, Matsuda T, Hirota Y, Hashimoto N, Nakamura T, Sakaguchi K, Ogawa W, Seino S: C-peptide response to glucagon challenge is correlated with improvement of early insulin secretion by liraglutide treatment. Diabetes Res Clin Pract. 2012, 98: e32-e35. 10.1016/j.diabres.2012.09.036.CrossRefPubMed
11.
go back to reference Best JH, Hoogwerf BJ, Herman WH, Pelletier EM, Smith DB, Wenten M, Hussein MA: Risk of cardiovascular disease events in patients with type 2 diabetes prescribed the glucagon-like peptide 1 (GLP-1) receptor agonist exenatide twice daily or other glucose-lowering therapies: a retrospective analysis of the LifeLink database. Diabetes Care. 2011, 34: 90-95. 10.2337/dc10-1393.PubMedCentralCrossRefPubMed Best JH, Hoogwerf BJ, Herman WH, Pelletier EM, Smith DB, Wenten M, Hussein MA: Risk of cardiovascular disease events in patients with type 2 diabetes prescribed the glucagon-like peptide 1 (GLP-1) receptor agonist exenatide twice daily or other glucose-lowering therapies: a retrospective analysis of the LifeLink database. Diabetes Care. 2011, 34: 90-95. 10.2337/dc10-1393.PubMedCentralCrossRefPubMed
12.
go back to reference Rosenstock J, Shenouda SK, Bergenstal RM, Buse JB, Glass LC, Heilmann CR, Kwan AY, MacConell LA, Hoogwerf BJ: Baseline factors associated with glycemic control and weight loss when exenatide twice daily is added to optimized insulin glargine in patients with type 2 diabetes. Diabetes Care. 2012, 35: 955-958. 10.2337/dc11-1434.PubMedCentralCrossRefPubMed Rosenstock J, Shenouda SK, Bergenstal RM, Buse JB, Glass LC, Heilmann CR, Kwan AY, MacConell LA, Hoogwerf BJ: Baseline factors associated with glycemic control and weight loss when exenatide twice daily is added to optimized insulin glargine in patients with type 2 diabetes. Diabetes Care. 2012, 35: 955-958. 10.2337/dc11-1434.PubMedCentralCrossRefPubMed
13.
go back to reference Yoon HJ, Cho YZ, Kim JY, Kim BJ, Park KY, Koh GP, Lee DH, Lim DM: Correlations between Glucagon Stimulated C-peptide Levels and Microvascular Complications in Type 2 Diabetes Patients. Diabetes Metab J. 2012, 36: 379-387. 10.4093/dmj.2012.36.5.379.PubMedCentralCrossRefPubMed Yoon HJ, Cho YZ, Kim JY, Kim BJ, Park KY, Koh GP, Lee DH, Lim DM: Correlations between Glucagon Stimulated C-peptide Levels and Microvascular Complications in Type 2 Diabetes Patients. Diabetes Metab J. 2012, 36: 379-387. 10.4093/dmj.2012.36.5.379.PubMedCentralCrossRefPubMed
14.
go back to reference Kashiwagi A, Kasuga M, Araki E, Oka Y, Hanafusa T, Hiroshi I, Tominaga M, Oikawa S, Noda M, Kawamura T, Sanke T, Namba M, Hashiramoto M, Sasahara T, Nishio Y, Kuwa K, Ueki K, Takei I, Umemoto M, Murakami M, Yamakado M, Yatomi Y, Ohashi H: International clinical harmonization of glycated hemoglobin in Japan: from Japan Diabetes Society to National Glycohemoglobin Standardization Program valu. J Diabetes Investig. 2012, 3: 39-40. 10.1111/j.2040-1124.2012.00207.x.PubMedCentralCrossRefPubMed Kashiwagi A, Kasuga M, Araki E, Oka Y, Hanafusa T, Hiroshi I, Tominaga M, Oikawa S, Noda M, Kawamura T, Sanke T, Namba M, Hashiramoto M, Sasahara T, Nishio Y, Kuwa K, Ueki K, Takei I, Umemoto M, Murakami M, Yamakado M, Yatomi Y, Ohashi H: International clinical harmonization of glycated hemoglobin in Japan: from Japan Diabetes Society to National Glycohemoglobin Standardization Program valu. J Diabetes Investig. 2012, 3: 39-40. 10.1111/j.2040-1124.2012.00207.x.PubMedCentralCrossRefPubMed
15.
go back to reference He L: Insulin secretagogues: old and new. Diabetes Rev. 1999, 7: 139-153. He L: Insulin secretagogues: old and new. Diabetes Rev. 1999, 7: 139-153.
16.
go back to reference DeFronzo RA, Ferrannini E: Insulin resistance. A multifaceted syndrome responsible for NIDDM, obesity, hypertension, dyslipidemia, and atherosclerotic cardiovascular disease. Diabetes Care. 1991, 14: 173-194. 10.2337/diacare.14.3.173.CrossRefPubMed DeFronzo RA, Ferrannini E: Insulin resistance. A multifaceted syndrome responsible for NIDDM, obesity, hypertension, dyslipidemia, and atherosclerotic cardiovascular disease. Diabetes Care. 1991, 14: 173-194. 10.2337/diacare.14.3.173.CrossRefPubMed
17.
go back to reference Garber A, Henry R, Ratner R, Garcia-Hernandez PA, Rodriguez-Pattzi H, Olvera-Alvarez I, Hale PM, Zdravkovic M, Bode B: Liraglutide versus glimepiride monotherapy for type 2 diabetes (LEAD-3 Mono): a randomised, 52-week, phase III, double-blind, parallel-treatment trial. Lancet. 2009, 373: 473-481. 10.1016/S0140-6736(08)61246-5.CrossRefPubMed Garber A, Henry R, Ratner R, Garcia-Hernandez PA, Rodriguez-Pattzi H, Olvera-Alvarez I, Hale PM, Zdravkovic M, Bode B: Liraglutide versus glimepiride monotherapy for type 2 diabetes (LEAD-3 Mono): a randomised, 52-week, phase III, double-blind, parallel-treatment trial. Lancet. 2009, 373: 473-481. 10.1016/S0140-6736(08)61246-5.CrossRefPubMed
18.
go back to reference Nauck M, Frid A, Hermansen K, Thomsen AB, During M, Shah N, Tankova T, Mitha I, Matthews DR: Long-term efficacy and safety comparison of liraglutide, glimepiride and placebo, all in combination with metformin in type 2 diabetes: 2-year results from the LEAD-2 study. Diabetes Obes Metab. 2013, 15: 204-212. 10.1111/dom.12012.CrossRefPubMed Nauck M, Frid A, Hermansen K, Thomsen AB, During M, Shah N, Tankova T, Mitha I, Matthews DR: Long-term efficacy and safety comparison of liraglutide, glimepiride and placebo, all in combination with metformin in type 2 diabetes: 2-year results from the LEAD-2 study. Diabetes Obes Metab. 2013, 15: 204-212. 10.1111/dom.12012.CrossRefPubMed
19.
go back to reference Monnier L, Colette C, Rabasa-Lhoret R, Lapinski H, Caubel C, Avignon A, Boniface H: Morning hyperglycemic excursions: a constant failure in the metabolic control of non-insulin-using patients with type 2 diabetes. Diabetes Care. 2002, 25: 737-741. 10.2337/diacare.25.4.737.CrossRefPubMed Monnier L, Colette C, Rabasa-Lhoret R, Lapinski H, Caubel C, Avignon A, Boniface H: Morning hyperglycemic excursions: a constant failure in the metabolic control of non-insulin-using patients with type 2 diabetes. Diabetes Care. 2002, 25: 737-741. 10.2337/diacare.25.4.737.CrossRefPubMed
20.
go back to reference Monnier L, Colette C, Dunseath GJ, Owens DR: The loss of postprandial glycemic control precedes stepwise deterioration of fasting with worsening diabetes. Diabetes Care. 2007, 30: 263-269. 10.2337/dc06-1612.CrossRefPubMed Monnier L, Colette C, Dunseath GJ, Owens DR: The loss of postprandial glycemic control precedes stepwise deterioration of fasting with worsening diabetes. Diabetes Care. 2007, 30: 263-269. 10.2337/dc06-1612.CrossRefPubMed
21.
go back to reference Yamamoto-Honda RKH, Hashimoto S, Takahashi Y, Yoshida Y, Hasegawa C, Akanuma Y, Noda M: Distribution of blood glucose and the correlation between blood glucose and hemoglobin A1c levels in diabetic outpatients. Endocr J. 2008, 55: 913-923. 10.1507/endocrj.K08E-071.CrossRefPubMed Yamamoto-Honda RKH, Hashimoto S, Takahashi Y, Yoshida Y, Hasegawa C, Akanuma Y, Noda M: Distribution of blood glucose and the correlation between blood glucose and hemoglobin A1c levels in diabetic outpatients. Endocr J. 2008, 55: 913-923. 10.1507/endocrj.K08E-071.CrossRefPubMed
22.
go back to reference Ceriello A, Colagiuri S: International Diabetes Federation guideline for management of postmeal glucose: a review of recommendations. Diabet Med. 2008, 25: 1151-1156. 10.1111/j.1464-5491.2008.02565.x.PubMedCentralCrossRefPubMed Ceriello A, Colagiuri S: International Diabetes Federation guideline for management of postmeal glucose: a review of recommendations. Diabet Med. 2008, 25: 1151-1156. 10.1111/j.1464-5491.2008.02565.x.PubMedCentralCrossRefPubMed
23.
go back to reference Klonoff DC: Continuous glucose monitoring: roadmap for 21st century diabetes therapy. Diabetes Care. 2005, 28: 1231-1239. 10.2337/diacare.28.5.1231.CrossRefPubMed Klonoff DC: Continuous glucose monitoring: roadmap for 21st century diabetes therapy. Diabetes Care. 2005, 28: 1231-1239. 10.2337/diacare.28.5.1231.CrossRefPubMed
Metadata
Title
Prediction of response to GLP-1 receptor agonist therapy in Japanese patients with type 2 diabetes
Authors
Kenjiro Imai
Tetsuro Tsujimoto
Atsushi Goto
Maki Goto
Miyako Kishimoto
Ritsuko Yamamoto-Honda
Hiroshi Noto
Hiroshi Kajio
Mitsuhiko Noda
Publication date
01-12-2014
Publisher
BioMed Central
Published in
Diabetology & Metabolic Syndrome / Issue 1/2014
Electronic ISSN: 1758-5996
DOI
https://doi.org/10.1186/1758-5996-6-110

Other articles of this Issue 1/2014

Diabetology & Metabolic Syndrome 1/2014 Go to the issue