The Accuracy and Precision of the Continuously Stored Data from Flash Glucose Monitoring System in Type 2 Diabetes Patients during Standard Meal Tolerance Test
Background. The purpose of this study was to investigate the accuracy of the continuously stored data from the Abbott FreeStyle Libre flash glucose monitoring (FGM) system in Chinese diabetes patients during standard meal tests when glucose concentrations were rapidly changing. Subjects and Methods....
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doaj-52678792066444c68f29ab2182562ba32020-11-25T02:26:54ZengHindawi LimitedInternational Journal of Endocrinology1687-83371687-83452020-01-01202010.1155/2020/59476805947680The Accuracy and Precision of the Continuously Stored Data from Flash Glucose Monitoring System in Type 2 Diabetes Patients during Standard Meal Tolerance TestRengna Yan0Huiqin Li1Xiaocen Kong2Xiaofang Zhai3Maoyuan Chen4Yixuan Sun5Lei Ye6Xiaofei Su7Jianhua Ma8Department of Endocrinology, Nanjing First Hospital, Nanjing Medical University, Nanjing 210012, ChinaDepartment of Endocrinology, Nanjing First Hospital, Nanjing Medical University, Nanjing 210012, ChinaDepartment of Endocrinology, Nanjing First Hospital, Nanjing Medical University, Nanjing 210012, ChinaDepartment of Endocrinology, Nanjing First Hospital, Nanjing Medical University, Nanjing 210012, ChinaDepartment of Endocrinology, Nanjing First Hospital, Nanjing Medical University, Nanjing 210012, ChinaDepartment of Endocrinology, Nanjing First Hospital, Nanjing Medical University, Nanjing 210012, ChinaNational Heart Research Institute Singapore, National Heart Centre Singapore, SingaporeDepartment of Endocrinology, Nanjing First Hospital, Nanjing Medical University, Nanjing 210012, ChinaDepartment of Endocrinology, Nanjing First Hospital, Nanjing Medical University, Nanjing 210012, ChinaBackground. The purpose of this study was to investigate the accuracy of the continuously stored data from the Abbott FreeStyle Libre flash glucose monitoring (FGM) system in Chinese diabetes patients during standard meal tests when glucose concentrations were rapidly changing. Subjects and Methods. Interstitial glucose levels were monitored for 14 days in 26 insulin-treated patients with type 2 diabetes using the FGM system. Standard meal tests were conducted to induce large glucose swings. Venous blood glucose (VBG) was tested at 0, 30, 60, and 120 min after standard meal tests in one middle day of the first and second weeks, respectively. The corresponding sensor glucose values were obtained from interpolating continuously stored data points. Assessment of accuracy was according to recent consensus recommendations with median absolute relative difference (MARD) and Clarke and Parkes error grid analysis (CEG and PEG). Results. Among 208 paired sensor-reference values, 100% were falling within zones A and B of the Clarke and Parkes error grid analysis. The overall MARD was 10.7% (SD, 7.8%). Weighted least squares regression analysis resulted in high agreement between the FGM sensor glucose and VBG readings. The overall MTT results showed that FGM was lower than actual VBG, with MAD of 22.1 mg/dL (1.2 mmol/L). At VBG rates of change of -1 to 0, 0 to 1, 1 to 2, and 2 to 3 mg/dl/min, MARD results were 11.4% (SD, 8.7%), 9.4% (SD, 6.5%), 9.9% (SD, 7.5%), and 9.5% (SD, 7.7%). At rapidly changing VBG concentrations (>3 mg/dl/min), MARD increased to 19.0%, which was significantly higher than slow changing BG groups. Conclusions. Continuously stored interstitial glucose measurements with the FGM system were found to be acceptable to evaluate VBG in terms of clinical decision during standard meal tests. The continuously stored data from the FGM system appeared to underestimate venous glucose and performed less well during rapid glucose changes.http://dx.doi.org/10.1155/2020/5947680 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Rengna Yan Huiqin Li Xiaocen Kong Xiaofang Zhai Maoyuan Chen Yixuan Sun Lei Ye Xiaofei Su Jianhua Ma |
spellingShingle |
Rengna Yan Huiqin Li Xiaocen Kong Xiaofang Zhai Maoyuan Chen Yixuan Sun Lei Ye Xiaofei Su Jianhua Ma The Accuracy and Precision of the Continuously Stored Data from Flash Glucose Monitoring System in Type 2 Diabetes Patients during Standard Meal Tolerance Test International Journal of Endocrinology |
author_facet |
Rengna Yan Huiqin Li Xiaocen Kong Xiaofang Zhai Maoyuan Chen Yixuan Sun Lei Ye Xiaofei Su Jianhua Ma |
author_sort |
Rengna Yan |
title |
The Accuracy and Precision of the Continuously Stored Data from Flash Glucose Monitoring System in Type 2 Diabetes Patients during Standard Meal Tolerance Test |
title_short |
The Accuracy and Precision of the Continuously Stored Data from Flash Glucose Monitoring System in Type 2 Diabetes Patients during Standard Meal Tolerance Test |
title_full |
The Accuracy and Precision of the Continuously Stored Data from Flash Glucose Monitoring System in Type 2 Diabetes Patients during Standard Meal Tolerance Test |
title_fullStr |
The Accuracy and Precision of the Continuously Stored Data from Flash Glucose Monitoring System in Type 2 Diabetes Patients during Standard Meal Tolerance Test |
title_full_unstemmed |
The Accuracy and Precision of the Continuously Stored Data from Flash Glucose Monitoring System in Type 2 Diabetes Patients during Standard Meal Tolerance Test |
title_sort |
accuracy and precision of the continuously stored data from flash glucose monitoring system in type 2 diabetes patients during standard meal tolerance test |
publisher |
Hindawi Limited |
series |
International Journal of Endocrinology |
issn |
1687-8337 1687-8345 |
publishDate |
2020-01-01 |
description |
Background. The purpose of this study was to investigate the accuracy of the continuously stored data from the Abbott FreeStyle Libre flash glucose monitoring (FGM) system in Chinese diabetes patients during standard meal tests when glucose concentrations were rapidly changing. Subjects and Methods. Interstitial glucose levels were monitored for 14 days in 26 insulin-treated patients with type 2 diabetes using the FGM system. Standard meal tests were conducted to induce large glucose swings. Venous blood glucose (VBG) was tested at 0, 30, 60, and 120 min after standard meal tests in one middle day of the first and second weeks, respectively. The corresponding sensor glucose values were obtained from interpolating continuously stored data points. Assessment of accuracy was according to recent consensus recommendations with median absolute relative difference (MARD) and Clarke and Parkes error grid analysis (CEG and PEG). Results. Among 208 paired sensor-reference values, 100% were falling within zones A and B of the Clarke and Parkes error grid analysis. The overall MARD was 10.7% (SD, 7.8%). Weighted least squares regression analysis resulted in high agreement between the FGM sensor glucose and VBG readings. The overall MTT results showed that FGM was lower than actual VBG, with MAD of 22.1 mg/dL (1.2 mmol/L). At VBG rates of change of -1 to 0, 0 to 1, 1 to 2, and 2 to 3 mg/dl/min, MARD results were 11.4% (SD, 8.7%), 9.4% (SD, 6.5%), 9.9% (SD, 7.5%), and 9.5% (SD, 7.7%). At rapidly changing VBG concentrations (>3 mg/dl/min), MARD increased to 19.0%, which was significantly higher than slow changing BG groups. Conclusions. Continuously stored interstitial glucose measurements with the FGM system were found to be acceptable to evaluate VBG in terms of clinical decision during standard meal tests. The continuously stored data from the FGM system appeared to underestimate venous glucose and performed less well during rapid glucose changes. |
url |
http://dx.doi.org/10.1155/2020/5947680 |
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