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新诊断2型糖尿病患者第一年治疗失败的预测因素:一项回顾性观察研究。

Predictors of treatment failure during the first year in newly diagnosed type 2 diabetes patients: a retrospective, observational study.

作者信息

Sia Hon-Ke, Kor Chew-Teng, Tu Shih-Te, Liao Pei-Yung, Chang Yu-Chia

机构信息

Division of Endocrinology and Metabolism, Department of Internal Medicine, Changhua Christian Hospital, Changhua City, Taiwan.

Department of Healthcare Administration, Asia University, Taichung City, Taiwan.

出版信息

PeerJ. 2021 Mar 2;9:e11005. doi: 10.7717/peerj.11005. eCollection 2021.

Abstract

BACKGROUND

Diabetes patients who fail to achieve early glycemic control may increase the future risk of complications and mortality. The aim of the study was to identify factors that predict treatment failure (TF) during the first year in adults with newly diagnosed type 2 diabetes mellitus (T2DM).

METHODS

This retrospective cohort study conducted at a medical center in Taiwan enrolled 4,282 eligible patients with newly diagnosed T2DM between 2002 and 2017. Data were collected from electronic medical records. TF was defined as the HbA1c value >7% at the end of 1-year observation. A subgroup analysis of 2,392 patients with baseline HbA1c ≥8% was performed. Multivariable logistic regression analysis using backward elimination was applied to establish prediction models.

RESULTS

Of all study participants, 1,439 (33.6%) were classified as TF during the first year. For every 1% increase in baseline HbA1c, the risk of TF was 1.17 (95% CI 1.15-1.20) times higher. Patients with baseline HbA1c ≥8% had a higher rate of TF than those with HbA1c <8% (42.0 vs 23.0%,  < 0.001). Medication adherence, self-monitoring of blood glucose (SMBG), regular exercise, gender (men), non-insulin treatment, and enrollment during 2010-2017 predicted a significant lower risk of TF in both of the primary and subgroup models.

CONCLUSIONS

Newly diagnosed diabetes patients with baseline HbA1c ≥8% did have a much higher rate of TF during the first year. Subgroup analysis for them highlights the important predictors of TF, including medication adherence, performing SMBG, regular exercise, and gender, in achieving glycemic control.

摘要

背景

未能实现早期血糖控制的糖尿病患者可能会增加未来并发症和死亡的风险。本研究的目的是确定新诊断的2型糖尿病(T2DM)成年患者在第一年治疗失败(TF)的预测因素。

方法

这项回顾性队列研究在台湾的一家医疗中心进行,纳入了2002年至2017年间4282例符合条件的新诊断T2DM患者。数据从电子病历中收集。TF定义为1年观察期结束时糖化血红蛋白(HbA1c)值>7%。对2392例基线HbA1c≥8%的患者进行了亚组分析。采用向后逐步回归的多变量逻辑回归分析来建立预测模型。

结果

在所有研究参与者中,1439例(33.6%)在第一年被归类为TF。基线HbA1c每增加1%,TF风险高1.17倍(95%可信区间1.15-1.20)。基线HbA1c≥8%的患者TF发生率高于HbA1c<8%的患者(42.0%对23.0%,<0.001)。在主要模型和亚组模型中,药物依从性、血糖自我监测(SMBG)、规律运动、性别(男性)、非胰岛素治疗以及2010-2017年入组均预测TF风险显著降低。

结论

新诊断的基线HbA1c≥8%的糖尿病患者在第一年的TF发生率确实高得多。对他们的亚组分析突出了TF的重要预测因素,包括药物依从性、进行SMBG、规律运动和性别,这些因素对实现血糖控制很重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/631d/7934644/651a1f156dc7/peerj-09-11005-g001.jpg

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