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SAT097 Investigation Of The Minimum Duration Needed To Estimate The Percentile Values For Target Duration In Ambulatory Glucose Profile

Disclosure: S. Takeishi: None. T. Inoue: None. Ambulatory glucose profile (AGP) is effective in grasping glycemic variability and determining therapeutic strategy. In AGP for intermittently scanned continuous glucose monitoring (isCGM), it is common for patients to intervene at the time when the int...

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Autores principales: Takeishi, Soichi, Inoue, Tatsuo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10554873/
http://dx.doi.org/10.1210/jendso/bvad114.963
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author Takeishi, Soichi
Inoue, Tatsuo
author_facet Takeishi, Soichi
Inoue, Tatsuo
author_sort Takeishi, Soichi
collection PubMed
description Disclosure: S. Takeishi: None. T. Inoue: None. Ambulatory glucose profile (AGP) is effective in grasping glycemic variability and determining therapeutic strategy. In AGP for intermittently scanned continuous glucose monitoring (isCGM), it is common for patients to intervene at the time when the interquartile range of glucose levels deviates from the target range. It is important to consider the cases having glucose levels with missing values measured using isCGM. There are limited investigations regarding the “minimum duration needed to estimate percentile values of glucose levels for target duration” (MDpercentile). This is a cross-sectional study. In Analysis 1, we analyzed the glucose levels without missing values measured using CGM (FreeStyle Libre Pro) over 24 h for 13 days (from 00:00 on Day 2 to 00:00 on Day 15; CGM attachment: Day 1) for 100 outpatients with type 2 diabetes, who did not change their diabetic treatment through the CGM-wearing duration. In Analysis 2, we analyzed the glucose levels with missing values measured using isCGM (FreeStyle Libre) over 24 h for 60 days (from 00:00 on Day 31 to 00:00 on Day 91; isCGM attachment: Day 1) for 50 outpatients with type 2 diabetes, who did not change their diabetic treatment through the isCGM-wearing duration. In Analysis 1, MDpercentile for the 2-h mean glucose level for 13 days (MDpercentile2h13days) was provided by correlation coefficient analysis using R(2)=0.9 as the threshold. In Analysis 2, MDpercentile for the 24-h mean glucose level for 60 days (MDpercentile24h60days) was provided by correlation coefficient analysis using R(2)=0.9 as the threshold. The Pearson’s product-moment correlation coefficient was used for the statistical analysis. In Analysis 1, the average of 12 MDpercentile2h13days in 24 h for 5 percentile values, 25 percentile values, 50 percentile values, 75 percentile values, and 95 percentile values was 7.4, 7.3, 6.9, 6.9, and 5.9 days, respectively. In Analysis 2, the MDpercentile 24h 60 days for 5 percentile values, 25 percentile values, 50 percentile values, 75 percentile values, and 95 percentile values was 26, 17, 15, 13, and 45 days, respectively. In Analysis 1, the lower percentile values needed more days to predict the percentile values. However, in Analysis 2, the 95 percentile value needed the most days to predict the percentile value. Lower percentile values may need more days to predict the percentile values in the calculation using glucose levels without missing values. Quite high percentile values may need many days to predict the percentile value in the calculation using glucose levels with missing values. Presentation: Saturday, June 17, 2023
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spelling pubmed-105548732023-10-06 SAT097 Investigation Of The Minimum Duration Needed To Estimate The Percentile Values For Target Duration In Ambulatory Glucose Profile Takeishi, Soichi Inoue, Tatsuo J Endocr Soc Diabetes And Glucose Metabolism Disclosure: S. Takeishi: None. T. Inoue: None. Ambulatory glucose profile (AGP) is effective in grasping glycemic variability and determining therapeutic strategy. In AGP for intermittently scanned continuous glucose monitoring (isCGM), it is common for patients to intervene at the time when the interquartile range of glucose levels deviates from the target range. It is important to consider the cases having glucose levels with missing values measured using isCGM. There are limited investigations regarding the “minimum duration needed to estimate percentile values of glucose levels for target duration” (MDpercentile). This is a cross-sectional study. In Analysis 1, we analyzed the glucose levels without missing values measured using CGM (FreeStyle Libre Pro) over 24 h for 13 days (from 00:00 on Day 2 to 00:00 on Day 15; CGM attachment: Day 1) for 100 outpatients with type 2 diabetes, who did not change their diabetic treatment through the CGM-wearing duration. In Analysis 2, we analyzed the glucose levels with missing values measured using isCGM (FreeStyle Libre) over 24 h for 60 days (from 00:00 on Day 31 to 00:00 on Day 91; isCGM attachment: Day 1) for 50 outpatients with type 2 diabetes, who did not change their diabetic treatment through the isCGM-wearing duration. In Analysis 1, MDpercentile for the 2-h mean glucose level for 13 days (MDpercentile2h13days) was provided by correlation coefficient analysis using R(2)=0.9 as the threshold. In Analysis 2, MDpercentile for the 24-h mean glucose level for 60 days (MDpercentile24h60days) was provided by correlation coefficient analysis using R(2)=0.9 as the threshold. The Pearson’s product-moment correlation coefficient was used for the statistical analysis. In Analysis 1, the average of 12 MDpercentile2h13days in 24 h for 5 percentile values, 25 percentile values, 50 percentile values, 75 percentile values, and 95 percentile values was 7.4, 7.3, 6.9, 6.9, and 5.9 days, respectively. In Analysis 2, the MDpercentile 24h 60 days for 5 percentile values, 25 percentile values, 50 percentile values, 75 percentile values, and 95 percentile values was 26, 17, 15, 13, and 45 days, respectively. In Analysis 1, the lower percentile values needed more days to predict the percentile values. However, in Analysis 2, the 95 percentile value needed the most days to predict the percentile value. Lower percentile values may need more days to predict the percentile values in the calculation using glucose levels without missing values. Quite high percentile values may need many days to predict the percentile value in the calculation using glucose levels with missing values. Presentation: Saturday, June 17, 2023 Oxford University Press 2023-10-05 /pmc/articles/PMC10554873/ http://dx.doi.org/10.1210/jendso/bvad114.963 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of the Endocrine Society. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (https://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Diabetes And Glucose Metabolism
Takeishi, Soichi
Inoue, Tatsuo
SAT097 Investigation Of The Minimum Duration Needed To Estimate The Percentile Values For Target Duration In Ambulatory Glucose Profile
title SAT097 Investigation Of The Minimum Duration Needed To Estimate The Percentile Values For Target Duration In Ambulatory Glucose Profile
title_full SAT097 Investigation Of The Minimum Duration Needed To Estimate The Percentile Values For Target Duration In Ambulatory Glucose Profile
title_fullStr SAT097 Investigation Of The Minimum Duration Needed To Estimate The Percentile Values For Target Duration In Ambulatory Glucose Profile
title_full_unstemmed SAT097 Investigation Of The Minimum Duration Needed To Estimate The Percentile Values For Target Duration In Ambulatory Glucose Profile
title_short SAT097 Investigation Of The Minimum Duration Needed To Estimate The Percentile Values For Target Duration In Ambulatory Glucose Profile
title_sort sat097 investigation of the minimum duration needed to estimate the percentile values for target duration in ambulatory glucose profile
topic Diabetes And Glucose Metabolism
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10554873/
http://dx.doi.org/10.1210/jendso/bvad114.963
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