Factors that influence the efficacy of acarbose and metformin as initial therapy in Chinese patients with newly diagnosed type 2 diabetes: a subanalysis of the MARCH trial

医学 阿卡波糖 二甲双胍 餐后 内科学 单变量分析 2型糖尿病 糖尿病 胃肠病学 体质指数 逐步回归 血红蛋白 贝叶斯多元线性回归 胰岛素 内分泌学 多元分析 线性回归 机器学习 计算机科学
作者
Jinping Zhang,Na Wang,Xiaoyan Xing,Zhaojun Yang,Xin Wang,Wenying Yang
出处
期刊:Current Medical Research and Opinion [Taylor & Francis]
卷期号:32 (4): 713-719 被引量:1
标识
DOI:10.1185/03007995.2015.1136819
摘要

Objective To conduct a subanalysis of the randomized MARCH (Metformin and AcaRbose in Chinese as the initial Hypoglycemic treatment) trial to investigate whether specific characteristics are associated with the efficacy of either acarbose or metformin as initial therapy.Research design and methods A total of 657 type 2 diabetes patients who were randomly assigned to 48 weeks of therapy with either acarbose or metformin in the MARCH trial were divided into two groups based upon their hemoglobin A1c (HbA1c) levels at the end of follow-up: HbA1c <7% (<53 mmol/mol) and ≥7% (≥53 mmol/mol). Univariate, multivariate, and stepwise linear regression analyses were applied to identify the factors associated with treatment efficacy.Main outcome measures Because this was a subanalysis, no measurement was performed.Results Univariate analysis showed that the efficacy of acarbose and metformin was influenced by HbA1c, fasting blood glucose (FBG), and 2 hour postprandial venous blood glucose (2hPPG) levels, as well as by changes in body mass index (BMI) (p ≤ 0.006). Multivariate analysis and stepwise linear regression analyses indicated that lower baseline 2hPPG values and greater changes in BMI were factors that positively influenced efficacy in both treatment groups (p ≤ 0.05). Stepwise regression model analysis also revealed that a lower baseline homeostasis model assessment-estimated insulin resistance (HOMA-IR) and higher serum insulin area under the curve (AUC) were factors positively influencing HbA1c normalization in all patients (p ≤ 0.032).Conclusions Newly diagnosed type 2 diabetes patients with lower baseline 2hPPG and HOMA-IR values are more likely to achieve glucose control with acarbose or metformin treatment. Furthermore, the change in BMI after acarbose or metformin treatment is also a factor influencing HbA1c normalization. A prospective study with a larger sample size is necessary to confirm our results as well as measure β cell function and examine the influence of the patients’ dietary habits.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
qin发布了新的文献求助10
刚刚
刚刚
平头完成签到,获得积分10
1秒前
1秒前
苏Y发布了新的文献求助20
2秒前
半夜汽笛发布了新的文献求助10
2秒前
纯真的若之完成签到,获得积分20
2秒前
斯文败类应助Joyce采纳,获得10
3秒前
孙冲完成签到,获得积分10
3秒前
BakedMax发布了新的文献求助10
4秒前
慕青应助聪明钢铁侠采纳,获得10
4秒前
PO发布了新的文献求助10
4秒前
4秒前
ff关闭了ff文献求助
4秒前
靓丽安荷发布了新的文献求助10
4秒前
乐乐应助害羞白云采纳,获得10
5秒前
5秒前
fernando完成签到,获得积分10
6秒前
ghhhn发布了新的文献求助10
6秒前
6秒前
8秒前
8秒前
10秒前
10秒前
天天快乐应助hyw采纳,获得10
10秒前
10秒前
10秒前
11秒前
CipherSage应助遇见采纳,获得10
11秒前
11秒前
yiyi完成签到,获得积分10
12秒前
ssr01发布了新的文献求助10
12秒前
芜湖市吴奇隆完成签到,获得积分10
12秒前
mystery发布了新的文献求助10
12秒前
cl发布了新的文献求助10
13秒前
李健的小迷弟应助小爱心采纳,获得10
13秒前
14秒前
炫潮浪子完成签到,获得积分10
14秒前
15秒前
ruan发布了新的文献求助10
15秒前
高分求助中
Markov Chain Monte Carlo 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Common Foundations of American and East Asian Modernisation: From Alexander Hamilton to Junichero Koizumi 1000
Weaponeering: An Introduction Fourth Edition, Volume 1 1000
Advanced Weaponeering Fourth Edition, Volume 2 1000
Evidence Summary. Injection (subcutaneous):op- timal administration 1000
悉尼大学博士学位论文,题目:Modelling and testing of one-sided stitched laminated composites. 作者:Kristopher P. Plain 700
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7501843
求助须知:如何正确求助?哪些是违规求助? 9092124
关于积分的说明 19398791
捐赠科研通 7111206
什么是DOI,文献DOI怎么找? 3251047
关于科研通互助平台的介绍 2420349
邀请新用户注册赠送积分活动 2237039