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A “Slide Rule” to Adjust Insulin Dose Using Trend Arrows in Adults with Type 1 Diabetes: Test in Silico and in Real Life
INTRODUCTION: In persons with type 1 diabetes (T1D) insulin dosing can be adjusted based on trend arrows derived from continuous glucose monitoring (CGM). We propose a slide rule with narrower blood glucose intervals and more classes of insulin sensitivity than are available in current models. METHO...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Healthcare
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8099956/ https://www.ncbi.nlm.nih.gov/pubmed/33725276 http://dx.doi.org/10.1007/s13300-021-01020-2 |
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author | Bruttomesso, Daniela Boscari, Federico Lepore, Giuseppe Noaro, Giulia Cappon, Giacomo Girelli, Angela Bozzetto, Lutgarda Tumminia, Andrea Grassi, Giorgio Sparacino, Giovanni Laviola, Luigi Facchinetti, Andrea |
author_facet | Bruttomesso, Daniela Boscari, Federico Lepore, Giuseppe Noaro, Giulia Cappon, Giacomo Girelli, Angela Bozzetto, Lutgarda Tumminia, Andrea Grassi, Giorgio Sparacino, Giovanni Laviola, Luigi Facchinetti, Andrea |
author_sort | Bruttomesso, Daniela |
collection | PubMed |
description | INTRODUCTION: In persons with type 1 diabetes (T1D) insulin dosing can be adjusted based on trend arrows derived from continuous glucose monitoring (CGM). We propose a slide rule with narrower blood glucose intervals and more classes of insulin sensitivity than are available in current models. METHODS: The slide rule was tested in silico, in which a meal was simulated in 100 virtual subjects and the insulin bolus was calculated either in the standard way based on the insulin-to-carbohydrate ratio and the correction factor or according to the slide rule, following which the percentage time spent in range (70–180 mg/dl; %T(IR)), hypoglycemia (< 70 mg/dl; %T(HYPO)), and hyperglycemia (> 180 mg/dl; %T(HYPER)) was compared between the methods during the 4 h after the meal. Slide rule performance was also tested in real life by analyzing the same variables at during the 4 h postprandial period in 27 individuals with T1D. Only meals starting while the rate of change was at least 1 mg/dl per minute (increasing or decreasing) were considered for analysis. RESULTS: In silico, when the preprandial trend arrow was increasing, our slide rule reduced %T(HYPER) and increased %T(IR) (p < 0.05), whereas when the preprandial trend arrow was decreasing, it reduced %T(HYPO) and slightly increased %T(HYPER) (p < 0.05). In real life, our slide rule kept subjects on target for 70.8 and 91.6% of postprandial time when preprandial trend arrows were increasing or decreasing, respectively. CONCLUSION: The proposed slide rule performed well both in silico and in real life, suggesting that it could be safely adopted by individuals with T1D to improve glucose control. |
format | Online Article Text |
id | pubmed-8099956 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Healthcare |
record_format | MEDLINE/PubMed |
spelling | pubmed-80999562021-05-11 A “Slide Rule” to Adjust Insulin Dose Using Trend Arrows in Adults with Type 1 Diabetes: Test in Silico and in Real Life Bruttomesso, Daniela Boscari, Federico Lepore, Giuseppe Noaro, Giulia Cappon, Giacomo Girelli, Angela Bozzetto, Lutgarda Tumminia, Andrea Grassi, Giorgio Sparacino, Giovanni Laviola, Luigi Facchinetti, Andrea Diabetes Ther Original Research INTRODUCTION: In persons with type 1 diabetes (T1D) insulin dosing can be adjusted based on trend arrows derived from continuous glucose monitoring (CGM). We propose a slide rule with narrower blood glucose intervals and more classes of insulin sensitivity than are available in current models. METHODS: The slide rule was tested in silico, in which a meal was simulated in 100 virtual subjects and the insulin bolus was calculated either in the standard way based on the insulin-to-carbohydrate ratio and the correction factor or according to the slide rule, following which the percentage time spent in range (70–180 mg/dl; %T(IR)), hypoglycemia (< 70 mg/dl; %T(HYPO)), and hyperglycemia (> 180 mg/dl; %T(HYPER)) was compared between the methods during the 4 h after the meal. Slide rule performance was also tested in real life by analyzing the same variables at during the 4 h postprandial period in 27 individuals with T1D. Only meals starting while the rate of change was at least 1 mg/dl per minute (increasing or decreasing) were considered for analysis. RESULTS: In silico, when the preprandial trend arrow was increasing, our slide rule reduced %T(HYPER) and increased %T(IR) (p < 0.05), whereas when the preprandial trend arrow was decreasing, it reduced %T(HYPO) and slightly increased %T(HYPER) (p < 0.05). In real life, our slide rule kept subjects on target for 70.8 and 91.6% of postprandial time when preprandial trend arrows were increasing or decreasing, respectively. CONCLUSION: The proposed slide rule performed well both in silico and in real life, suggesting that it could be safely adopted by individuals with T1D to improve glucose control. Springer Healthcare 2021-03-16 2021-05 /pmc/articles/PMC8099956/ /pubmed/33725276 http://dx.doi.org/10.1007/s13300-021-01020-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by-nc/4.0/Open Access This article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which permits any non-commercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Original Research Bruttomesso, Daniela Boscari, Federico Lepore, Giuseppe Noaro, Giulia Cappon, Giacomo Girelli, Angela Bozzetto, Lutgarda Tumminia, Andrea Grassi, Giorgio Sparacino, Giovanni Laviola, Luigi Facchinetti, Andrea A “Slide Rule” to Adjust Insulin Dose Using Trend Arrows in Adults with Type 1 Diabetes: Test in Silico and in Real Life |
title | A “Slide Rule” to Adjust Insulin Dose Using Trend Arrows in Adults with Type 1 Diabetes: Test in Silico and in Real Life |
title_full | A “Slide Rule” to Adjust Insulin Dose Using Trend Arrows in Adults with Type 1 Diabetes: Test in Silico and in Real Life |
title_fullStr | A “Slide Rule” to Adjust Insulin Dose Using Trend Arrows in Adults with Type 1 Diabetes: Test in Silico and in Real Life |
title_full_unstemmed | A “Slide Rule” to Adjust Insulin Dose Using Trend Arrows in Adults with Type 1 Diabetes: Test in Silico and in Real Life |
title_short | A “Slide Rule” to Adjust Insulin Dose Using Trend Arrows in Adults with Type 1 Diabetes: Test in Silico and in Real Life |
title_sort | “slide rule” to adjust insulin dose using trend arrows in adults with type 1 diabetes: test in silico and in real life |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8099956/ https://www.ncbi.nlm.nih.gov/pubmed/33725276 http://dx.doi.org/10.1007/s13300-021-01020-2 |
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