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Artificial pancreas treatment for outpatients with type 1 diabetes: systematic review and meta-analysis
OBJECTIVE: To evaluate the efficacy and safety of artificial pancreas treatment in non-pregnant outpatients with type 1 diabetes. DESIGN: Systematic review and meta-analysis of randomised controlled trials. DATA SOURCES: Medline, Embase, Cochrane Library, and grey literature up to 2 February 2018. E...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group Ltd.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5902803/ https://www.ncbi.nlm.nih.gov/pubmed/29669716 http://dx.doi.org/10.1136/bmj.k1310 |
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author | Bekiari, Eleni Kitsios, Konstantinos Thabit, Hood Tauschmann, Martin Athanasiadou, Eleni Karagiannis, Thomas Haidich, Anna-Bettina Hovorka, Roman Tsapas, Apostolos |
author_facet | Bekiari, Eleni Kitsios, Konstantinos Thabit, Hood Tauschmann, Martin Athanasiadou, Eleni Karagiannis, Thomas Haidich, Anna-Bettina Hovorka, Roman Tsapas, Apostolos |
author_sort | Bekiari, Eleni |
collection | PubMed |
description | OBJECTIVE: To evaluate the efficacy and safety of artificial pancreas treatment in non-pregnant outpatients with type 1 diabetes. DESIGN: Systematic review and meta-analysis of randomised controlled trials. DATA SOURCES: Medline, Embase, Cochrane Library, and grey literature up to 2 February 2018. ELIGIBILITY CRITERIA FOR SELECTING STUDIES: Randomised controlled trials in non-pregnant outpatients with type 1 diabetes that compared the use of any artificial pancreas system with any type of insulin based treatment. Primary outcome was proportion (%) of time that sensor glucose level was within the near normoglycaemic range (3.9-10 mmol/L). Secondary outcomes included proportion (%) of time that sensor glucose level was above 10 mmol/L or below 3.9 mmol/L, low blood glucose index overnight, mean sensor glucose level, total daily insulin needs, and glycated haemoglobin. The Cochrane Collaboration risk of bias tool was used to assess study quality. RESULTS: 40 studies (1027 participants with data for 44 comparisons) were included in the meta-analysis. 35 comparisons assessed a single hormone artificial pancreas system, whereas nine comparisons assessed a dual hormone system. Only nine studies were at low risk of bias. Proportion of time in the near normoglycaemic range (3.9-10.0 mmol/L) was significantly higher with artificial pancreas use, both overnight (weighted mean difference 15.15%, 95% confidence interval 12.21% to 18.09%) and over a 24 hour period (9.62%, 7.54% to 11.7%). Artificial pancreas systems had a favourable effect on the proportion of time with sensor glucose level above 10 mmol/L (−8.52%, −11.14% to −5.9%) or below 3.9 mmol/L (−1.49%, −1.86% to −1.11%) over 24 hours, compared with control treatment. Robustness of findings for the primary outcome was verified in sensitivity analyses, by including only trials at low risk of bias (11.64%, 9.1% to 14.18%) or trials under unsupervised, normal living conditions (10.42%, 8.63% to 12.2%). Results were consistent in a subgroup analysis both for single hormone and dual hormone artificial pancreas systems. CONCLUSIONS: Artificial pancreas systems are an efficacious and safe approach for treating outpatients with type 1 diabetes. The main limitations of current research evidence on artificial pancreas systems are related to inconsistency in outcome reporting, small sample size, and short follow-up duration of individual trials. |
format | Online Article Text |
id | pubmed-5902803 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BMJ Publishing Group Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-59028032018-04-19 Artificial pancreas treatment for outpatients with type 1 diabetes: systematic review and meta-analysis Bekiari, Eleni Kitsios, Konstantinos Thabit, Hood Tauschmann, Martin Athanasiadou, Eleni Karagiannis, Thomas Haidich, Anna-Bettina Hovorka, Roman Tsapas, Apostolos BMJ Research OBJECTIVE: To evaluate the efficacy and safety of artificial pancreas treatment in non-pregnant outpatients with type 1 diabetes. DESIGN: Systematic review and meta-analysis of randomised controlled trials. DATA SOURCES: Medline, Embase, Cochrane Library, and grey literature up to 2 February 2018. ELIGIBILITY CRITERIA FOR SELECTING STUDIES: Randomised controlled trials in non-pregnant outpatients with type 1 diabetes that compared the use of any artificial pancreas system with any type of insulin based treatment. Primary outcome was proportion (%) of time that sensor glucose level was within the near normoglycaemic range (3.9-10 mmol/L). Secondary outcomes included proportion (%) of time that sensor glucose level was above 10 mmol/L or below 3.9 mmol/L, low blood glucose index overnight, mean sensor glucose level, total daily insulin needs, and glycated haemoglobin. The Cochrane Collaboration risk of bias tool was used to assess study quality. RESULTS: 40 studies (1027 participants with data for 44 comparisons) were included in the meta-analysis. 35 comparisons assessed a single hormone artificial pancreas system, whereas nine comparisons assessed a dual hormone system. Only nine studies were at low risk of bias. Proportion of time in the near normoglycaemic range (3.9-10.0 mmol/L) was significantly higher with artificial pancreas use, both overnight (weighted mean difference 15.15%, 95% confidence interval 12.21% to 18.09%) and over a 24 hour period (9.62%, 7.54% to 11.7%). Artificial pancreas systems had a favourable effect on the proportion of time with sensor glucose level above 10 mmol/L (−8.52%, −11.14% to −5.9%) or below 3.9 mmol/L (−1.49%, −1.86% to −1.11%) over 24 hours, compared with control treatment. Robustness of findings for the primary outcome was verified in sensitivity analyses, by including only trials at low risk of bias (11.64%, 9.1% to 14.18%) or trials under unsupervised, normal living conditions (10.42%, 8.63% to 12.2%). Results were consistent in a subgroup analysis both for single hormone and dual hormone artificial pancreas systems. CONCLUSIONS: Artificial pancreas systems are an efficacious and safe approach for treating outpatients with type 1 diabetes. The main limitations of current research evidence on artificial pancreas systems are related to inconsistency in outcome reporting, small sample size, and short follow-up duration of individual trials. BMJ Publishing Group Ltd. 2018-04-18 /pmc/articles/PMC5902803/ /pubmed/29669716 http://dx.doi.org/10.1136/bmj.k1310 Text en Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://group.bmj.com/group/rights-licensing/permissions This is an Open Access article distributed in accordance with the terms of the Creative Commons Attribution (CC BY 4.0) license, which permits others to distribute, remix, adapt and build upon this work, for commercial use, provided the original work is properly cited. See: http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Research Bekiari, Eleni Kitsios, Konstantinos Thabit, Hood Tauschmann, Martin Athanasiadou, Eleni Karagiannis, Thomas Haidich, Anna-Bettina Hovorka, Roman Tsapas, Apostolos Artificial pancreas treatment for outpatients with type 1 diabetes: systematic review and meta-analysis |
title | Artificial pancreas treatment for outpatients with type 1 diabetes: systematic review and meta-analysis |
title_full | Artificial pancreas treatment for outpatients with type 1 diabetes: systematic review and meta-analysis |
title_fullStr | Artificial pancreas treatment for outpatients with type 1 diabetes: systematic review and meta-analysis |
title_full_unstemmed | Artificial pancreas treatment for outpatients with type 1 diabetes: systematic review and meta-analysis |
title_short | Artificial pancreas treatment for outpatients with type 1 diabetes: systematic review and meta-analysis |
title_sort | artificial pancreas treatment for outpatients with type 1 diabetes: systematic review and meta-analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5902803/ https://www.ncbi.nlm.nih.gov/pubmed/29669716 http://dx.doi.org/10.1136/bmj.k1310 |
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