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Insulin Glargine Combined with Oral Antidiabetic Drugs for Asians with Type 2 Diabetes Mellitus: A Pooled Analysis to Identify Predictors of Dose and Treatment Response
INTRODUCTION: In Asia, patients with type 2 diabetes mellitus (T2DM) often have suboptimal glycemic control for many years prior to initiating basal insulin. Active titration of basal insulin is also required to improve glycemic outcomes. This pooled analysis was conducted to determine the impact of...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Healthcare
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6104270/ https://www.ncbi.nlm.nih.gov/pubmed/29524190 http://dx.doi.org/10.1007/s13300-018-0381-9 |
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author | Gu, Tianwei Hong, Ting Zhang, Pengzi Tang, Sunyinyan Bi, Yan Lu, Hai Men, Lichuang Ma, Dongwei Zhu, Dalong |
author_facet | Gu, Tianwei Hong, Ting Zhang, Pengzi Tang, Sunyinyan Bi, Yan Lu, Hai Men, Lichuang Ma, Dongwei Zhu, Dalong |
author_sort | Gu, Tianwei |
collection | PubMed |
description | INTRODUCTION: In Asia, patients with type 2 diabetes mellitus (T2DM) often have suboptimal glycemic control for many years prior to initiating basal insulin. Active titration of basal insulin is also required to improve glycemic outcomes. This pooled analysis was conducted to determine the impact of patient baseline covariates on the required dose of basal insulin and treatment response, for the improved management of Asian patients with T2DM. METHODS: Data on insulin-naïve Asian patients with T2DM who initiated and fully titrated insulin glargine 100 U/mL (Gla-100) for ≥ 20 weeks were pooled from seven randomized, controlled, treat-to-target trials. Covariance and multivariate linear/logistic regression analyses were applied to determine the impact of the baseline covariates on Gla-100 dose (primary outcome) and treatment response (secondary outcomes) at week 24 for patients from Asia (N = 724) and from China alone (n = 249). Based on the multivariate analysis for the primary outcome in the Asian population, a nomogram was developed. RESULTS: The dose of Gla-100 at week 24 was negatively correlated with age and positively correlated with body mass index (BMI) and fasting plasma glucose (FPG) at baseline in both Asian and Chinese populations. In both populations, higher baseline glycated hemoglobin (HbA(1c)) was associated with a lower reduction in HbA(1c) from baseline, higher HbA(1c) at week 24, and a lower chance of achieving HbA(1c) < 7% at week 24. The constructed nomogram enables calculation of the likely dose of Gla-100 required by Asian patients with T2DM to achieve HbA(1c) < 7% at week 24. CONCLUSIONS: Higher doses of Gla-100 are likely to be required in younger patients or patients with higher baseline BMI or FPG. The nomogram developed in this study can aid clinicians to titrate the dose of Gla-100 appropriately. Evidence in this pooled analysis also indicates that initiating basal insulin at a lower HbA(1c) can lead to greater glycemic control. FUNDING: Sanofi China Investment Company. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s13300-018-0381-9) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6104270 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Springer Healthcare |
record_format | MEDLINE/PubMed |
spelling | pubmed-61042702018-08-27 Insulin Glargine Combined with Oral Antidiabetic Drugs for Asians with Type 2 Diabetes Mellitus: A Pooled Analysis to Identify Predictors of Dose and Treatment Response Gu, Tianwei Hong, Ting Zhang, Pengzi Tang, Sunyinyan Bi, Yan Lu, Hai Men, Lichuang Ma, Dongwei Zhu, Dalong Diabetes Ther Original Research INTRODUCTION: In Asia, patients with type 2 diabetes mellitus (T2DM) often have suboptimal glycemic control for many years prior to initiating basal insulin. Active titration of basal insulin is also required to improve glycemic outcomes. This pooled analysis was conducted to determine the impact of patient baseline covariates on the required dose of basal insulin and treatment response, for the improved management of Asian patients with T2DM. METHODS: Data on insulin-naïve Asian patients with T2DM who initiated and fully titrated insulin glargine 100 U/mL (Gla-100) for ≥ 20 weeks were pooled from seven randomized, controlled, treat-to-target trials. Covariance and multivariate linear/logistic regression analyses were applied to determine the impact of the baseline covariates on Gla-100 dose (primary outcome) and treatment response (secondary outcomes) at week 24 for patients from Asia (N = 724) and from China alone (n = 249). Based on the multivariate analysis for the primary outcome in the Asian population, a nomogram was developed. RESULTS: The dose of Gla-100 at week 24 was negatively correlated with age and positively correlated with body mass index (BMI) and fasting plasma glucose (FPG) at baseline in both Asian and Chinese populations. In both populations, higher baseline glycated hemoglobin (HbA(1c)) was associated with a lower reduction in HbA(1c) from baseline, higher HbA(1c) at week 24, and a lower chance of achieving HbA(1c) < 7% at week 24. The constructed nomogram enables calculation of the likely dose of Gla-100 required by Asian patients with T2DM to achieve HbA(1c) < 7% at week 24. CONCLUSIONS: Higher doses of Gla-100 are likely to be required in younger patients or patients with higher baseline BMI or FPG. The nomogram developed in this study can aid clinicians to titrate the dose of Gla-100 appropriately. Evidence in this pooled analysis also indicates that initiating basal insulin at a lower HbA(1c) can lead to greater glycemic control. FUNDING: Sanofi China Investment Company. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s13300-018-0381-9) contains supplementary material, which is available to authorized users. Springer Healthcare 2018-03-09 2018-04 /pmc/articles/PMC6104270/ /pubmed/29524190 http://dx.doi.org/10.1007/s13300-018-0381-9 Text en © The Author(s) 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0), which permits use, duplication, adaptation, distribution, and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Original Research Gu, Tianwei Hong, Ting Zhang, Pengzi Tang, Sunyinyan Bi, Yan Lu, Hai Men, Lichuang Ma, Dongwei Zhu, Dalong Insulin Glargine Combined with Oral Antidiabetic Drugs for Asians with Type 2 Diabetes Mellitus: A Pooled Analysis to Identify Predictors of Dose and Treatment Response |
title | Insulin Glargine Combined with Oral Antidiabetic Drugs for Asians with Type 2 Diabetes Mellitus: A Pooled Analysis to Identify Predictors of Dose and Treatment Response |
title_full | Insulin Glargine Combined with Oral Antidiabetic Drugs for Asians with Type 2 Diabetes Mellitus: A Pooled Analysis to Identify Predictors of Dose and Treatment Response |
title_fullStr | Insulin Glargine Combined with Oral Antidiabetic Drugs for Asians with Type 2 Diabetes Mellitus: A Pooled Analysis to Identify Predictors of Dose and Treatment Response |
title_full_unstemmed | Insulin Glargine Combined with Oral Antidiabetic Drugs for Asians with Type 2 Diabetes Mellitus: A Pooled Analysis to Identify Predictors of Dose and Treatment Response |
title_short | Insulin Glargine Combined with Oral Antidiabetic Drugs for Asians with Type 2 Diabetes Mellitus: A Pooled Analysis to Identify Predictors of Dose and Treatment Response |
title_sort | insulin glargine combined with oral antidiabetic drugs for asians with type 2 diabetes mellitus: a pooled analysis to identify predictors of dose and treatment response |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6104270/ https://www.ncbi.nlm.nih.gov/pubmed/29524190 http://dx.doi.org/10.1007/s13300-018-0381-9 |
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