Evaluation of Plasma Glucose Estimations as Reliable Economical Surrogate for HbA1c in Monitoring Glycaemic Status of T2DM Patients: A Retrospective Study

K. M. Mathi, M. Chowdary
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Abstract

Introduction: In Low and Middle Income Countries (LMIC) like India, either Fasting Plasma Glucose or Postprandial Plasma Glucose (FPG/PPG) estimations were adopted as surrogate alternative to Glycated Haemoglobin (HbA1c) in Type 2 Diabetes Mellitus (T2DM). However, the reliability of this correlation remains ambiguous due to lack of consensus among the previous studies. Aim: To determine the correlation of FPG and PPG as well as their calculated mean with HbA1c in T2DM subjects for monitoring glycaemic status. Materials and Methods: A single centre, retrospective, cross- sectional data survey was carried out for a sampling frame of 13 months (August 2017 to August 2018) encompassing 1268 T2DM subjects. The data was collected during September 2018 to March 2019 and subsequently analysed during April 2019 to August 2019. The analysis was carried out in two approaches. In the first approach: the data was segregated into two major groups and six subgroups to understand relative concordance and discordance percentage; sensitivity, specificity and accuracy; and absolute and percentage difference recruiting relevant statistical tools. In the second approach, Area Under Curve (AUC) of Receiver Operating Characteristic (ROC) curves were employed to understand changes in FPG/PPG/calculated mean with increasing severity of T2DM. Results: With increasing severity of T2DM (HbA1c), not only gradual exacerbation of underestimation in FPG and overestimation in PPG but also declination of sensitivity in either of them was apparent. Though calculated mean of FPG and PPG measurements appended with intermittent features yet mimics PPG. AUC of ROC analysis revealed relatively high PPG levels at lower HbA1c levels and its replacement with FPG with increasing HbA1c levels. Conclusion: An integrated utility of both FPG and PPG as tuning tools of treatment modalities to achieve desired HbA1c levels in T2DM could be a promising approach.
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评估血糖作为可靠经济的替代HbA1c监测T2DM患者血糖状态:一项回顾性研究
在印度等低收入和中等收入国家(LMIC),采用空腹血糖或餐后血糖(FPG/PPG)评估作为2型糖尿病(T2DM)患者糖化血红蛋白(HbA1c)的替代方法。然而,由于先前的研究缺乏共识,这种相关性的可靠性仍然不明确。目的:探讨T2DM患者FPG、PPG及其计算平均值与HbA1c的相关性,用于监测血糖状态。材料和方法:对1268名T2DM患者进行了为期13个月(2017年8月至2018年8月)的单中心、回顾性、横断面数据调查。数据是在2018年9月至2019年3月期间收集的,随后在2019年4月至2019年8月期间进行了分析。分析采用了两种方法。第一种方法:将数据分为两大组和六个亚组,了解相对一致性和不一致性百分比;敏感性、特异性和准确性;以及招聘绝对和百分比差异的相关统计工具。在第二种方法中,采用受试者工作特征(ROC)曲线下面积(AUC)来了解FPG/PPG/计算平均值随T2DM严重程度增加的变化。结果:随着T2DM (HbA1c)严重程度的增加,FPG过低和PPG过高的情况逐渐加重,且两者的敏感性均明显下降。虽然FPG和PPG测量的计算平均值附带间歇性特征,但模拟PPG。ROC分析的AUC显示,当HbA1c水平较低时,PPG水平相对较高,当HbA1c水平升高时,PPG被FPG取代。结论:综合使用FPG和PPG作为治疗方式的调整工具,以达到T2DM患者所需的HbA1c水平可能是一种很有前途的方法。
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71
审稿时长
12 weeks
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