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Increased Time in Range and Fewer Missed Bolus Injections After Introduction of a Smart Connected Insulin Pen
Background: This observational study investigated whether the connected NovoPen(®) 6 could influence insulin regimen management and glycemic control in people with type 1 diabetes (T1D) using a basal-bolus insulin regimen and continuous glucose monitoring in a real-world setting. Methods: Participan...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Mary Ann Liebert, Inc., publishers
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7591375/ https://www.ncbi.nlm.nih.gov/pubmed/32003590 http://dx.doi.org/10.1089/dia.2019.0411 |
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author | Adolfsson, Peter Hartvig, Niels Væver Kaas, Anne Møller, Jonas Bech Hellman, Jarl |
author_facet | Adolfsson, Peter Hartvig, Niels Væver Kaas, Anne Møller, Jonas Bech Hellman, Jarl |
author_sort | Adolfsson, Peter |
collection | PubMed |
description | Background: This observational study investigated whether the connected NovoPen(®) 6 could influence insulin regimen management and glycemic control in people with type 1 diabetes (T1D) using a basal-bolus insulin regimen and continuous glucose monitoring in a real-world setting. Methods: Participants from 12 Swedish diabetes clinics downloaded pen data at each visit (final cohort: n = 94). Outcomes included time in range (TIR; sensor glucose 3.9–10.0 mmol/L), time in hyperglycemia (>10 mmol/L), and hypoglycemia (L1: 3.0– <3.9 mmol/L; L2: <3.0 mmol/L). Missed bolus dose (MBD) injections were meals without bolus injection within −15 and +60 min from the start of a meal. Outcomes were compared between the baseline and follow-up periods (≥5 health care professional visits). Data were analyzed from the first 14 days following each visit. For the TIR and total insulin dose analyses (n = 94), a linear mixed model was used, and for the MBD analysis (n = 81), a mixed Poisson model was used. Results: TIR significantly increased (+1.9 [0.8; 3.0](95% CI) h/day; P < 0.001) from baseline to follow-up period, with a corresponding reduction in time in hyperglycemia (−1.8 [−3.0; −0.6](95% CI) h/day; P = 0.003) and L2 hypoglycemia (−0.3 [−0.6; −0.1](95% CI) h/day; P = 0.005), and no change in time in L1 hypoglycemia. MBD injections decreased by 43% over the study (P = 0.002). Change in MBD injections corresponded to a decrease from 25% to 14% based on the assumption that participants had three main meals per day. Conclusions: Our study highlights the potential benefit on glycemic control and dosing behavior when reliable insulin dose data from a connected pen contribute to insulin management in people with T1D. |
format | Online Article Text |
id | pubmed-7591375 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Mary Ann Liebert, Inc., publishers |
record_format | MEDLINE/PubMed |
spelling | pubmed-75913752020-10-28 Increased Time in Range and Fewer Missed Bolus Injections After Introduction of a Smart Connected Insulin Pen Adolfsson, Peter Hartvig, Niels Væver Kaas, Anne Møller, Jonas Bech Hellman, Jarl Diabetes Technol Ther Original Articles Background: This observational study investigated whether the connected NovoPen(®) 6 could influence insulin regimen management and glycemic control in people with type 1 diabetes (T1D) using a basal-bolus insulin regimen and continuous glucose monitoring in a real-world setting. Methods: Participants from 12 Swedish diabetes clinics downloaded pen data at each visit (final cohort: n = 94). Outcomes included time in range (TIR; sensor glucose 3.9–10.0 mmol/L), time in hyperglycemia (>10 mmol/L), and hypoglycemia (L1: 3.0– <3.9 mmol/L; L2: <3.0 mmol/L). Missed bolus dose (MBD) injections were meals without bolus injection within −15 and +60 min from the start of a meal. Outcomes were compared between the baseline and follow-up periods (≥5 health care professional visits). Data were analyzed from the first 14 days following each visit. For the TIR and total insulin dose analyses (n = 94), a linear mixed model was used, and for the MBD analysis (n = 81), a mixed Poisson model was used. Results: TIR significantly increased (+1.9 [0.8; 3.0](95% CI) h/day; P < 0.001) from baseline to follow-up period, with a corresponding reduction in time in hyperglycemia (−1.8 [−3.0; −0.6](95% CI) h/day; P = 0.003) and L2 hypoglycemia (−0.3 [−0.6; −0.1](95% CI) h/day; P = 0.005), and no change in time in L1 hypoglycemia. MBD injections decreased by 43% over the study (P = 0.002). Change in MBD injections corresponded to a decrease from 25% to 14% based on the assumption that participants had three main meals per day. Conclusions: Our study highlights the potential benefit on glycemic control and dosing behavior when reliable insulin dose data from a connected pen contribute to insulin management in people with T1D. Mary Ann Liebert, Inc., publishers 2020-10-01 2020-10-06 /pmc/articles/PMC7591375/ /pubmed/32003590 http://dx.doi.org/10.1089/dia.2019.0411 Text en © Peter Adolfsson, et al., 2020; Published by Mary Ann Liebert, Inc. This Open Access article is distributed under the terms of the Creative Commons License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. |
spellingShingle | Original Articles Adolfsson, Peter Hartvig, Niels Væver Kaas, Anne Møller, Jonas Bech Hellman, Jarl Increased Time in Range and Fewer Missed Bolus Injections After Introduction of a Smart Connected Insulin Pen |
title | Increased Time in Range and Fewer Missed Bolus Injections After Introduction of a Smart Connected Insulin Pen |
title_full | Increased Time in Range and Fewer Missed Bolus Injections After Introduction of a Smart Connected Insulin Pen |
title_fullStr | Increased Time in Range and Fewer Missed Bolus Injections After Introduction of a Smart Connected Insulin Pen |
title_full_unstemmed | Increased Time in Range and Fewer Missed Bolus Injections After Introduction of a Smart Connected Insulin Pen |
title_short | Increased Time in Range and Fewer Missed Bolus Injections After Introduction of a Smart Connected Insulin Pen |
title_sort | increased time in range and fewer missed bolus injections after introduction of a smart connected insulin pen |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7591375/ https://www.ncbi.nlm.nih.gov/pubmed/32003590 http://dx.doi.org/10.1089/dia.2019.0411 |
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