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Drug-related risk of severe hypoglycaemia in observational studies: a systematic review and meta-analysis
BACKGROUND: Diabetes mellitus (DM) leads to multiple complications, including severe hypoglycaemia events (SHEs). SHEs can impact a patient’s quality of life and compliance and may directly result in additional costs to the health care system. The aim of this review was to evaluate the risk of sever...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4603823/ https://www.ncbi.nlm.nih.gov/pubmed/26458540 http://dx.doi.org/10.1186/s12902-015-0052-z |
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author | Czech, Marcin Rdzanek, Elżbieta Pawęska, Justyna Adamowicz-Sidor, Olga Niewada, Maciej Jakubczyk, Michał |
author_facet | Czech, Marcin Rdzanek, Elżbieta Pawęska, Justyna Adamowicz-Sidor, Olga Niewada, Maciej Jakubczyk, Michał |
author_sort | Czech, Marcin |
collection | PubMed |
description | BACKGROUND: Diabetes mellitus (DM) leads to multiple complications, including severe hypoglycaemia events (SHEs). SHEs can impact a patient’s quality of life and compliance and may directly result in additional costs to the health care system. The aim of this review was to evaluate the risk of severe hypoglycaemia in patients with type 1 (T1) and 2 (T2) DM as observed in everyday clinical practice for various drug regimens. METHODS: We conducted a systematic review of observational (retrospective or prospective) studies in the MEDLINE, Embase, and Cochrane Library databases that covered at least 100 children or adults with T1/T2 DM. In T1 DM, basal-bolus/pre-mix insulin (human or analogue) and insulin pump were reviewed, and in T2 DM, basal-bolus/pre-mix insulin (human or analogue), oral antidiabetic drugs supported with basal insulin (human or analogue), sulfonylureas in monotherapy, and combined oral treatment were reviewed. In order to estimate SHE rates, we extracted data on the time horizon of the study, number of patients, number of SHEs, and number of patients experiencing at least one SHE. We used a random effects model to estimate the annual SHE rate. We considered the risk for other antidiabetic medications in T2 DM to be negligible and the results of our main review yielded no observational data for premixes in T1 DM so they were assessed based on relative rates taken from additional systematic reviews. The study, being a desk research, did not involve any human subjects (including human material or human data) and no ethical committee approval was asked for. For the same reason there was no need to collect informed consent for participation in the study. RESULTS: We identified 76 observational studies encompassing 707,722.30 patient-years. The estimated annual SHE rate varied from 0.168 (95 % CI 0.123–0.237) for insulin pump up to 1.628 for biphasic human insulin in T1 DM patients, and from 0.0035 for oral antidiabetic drugs up to 0.554 (95 % CI 0.157–7.534) for basal-bolus with human insulin in T2 DM patients. CONCLUSIONS: Our review indicates that SHE rates differ between patients depending on treatment regimen. However, SHEs are also driven by other factors. Proper modelling techniques are needed to use various types of information in published studies. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12902-015-0052-z) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4603823 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-46038232015-10-14 Drug-related risk of severe hypoglycaemia in observational studies: a systematic review and meta-analysis Czech, Marcin Rdzanek, Elżbieta Pawęska, Justyna Adamowicz-Sidor, Olga Niewada, Maciej Jakubczyk, Michał BMC Endocr Disord Research Article BACKGROUND: Diabetes mellitus (DM) leads to multiple complications, including severe hypoglycaemia events (SHEs). SHEs can impact a patient’s quality of life and compliance and may directly result in additional costs to the health care system. The aim of this review was to evaluate the risk of severe hypoglycaemia in patients with type 1 (T1) and 2 (T2) DM as observed in everyday clinical practice for various drug regimens. METHODS: We conducted a systematic review of observational (retrospective or prospective) studies in the MEDLINE, Embase, and Cochrane Library databases that covered at least 100 children or adults with T1/T2 DM. In T1 DM, basal-bolus/pre-mix insulin (human or analogue) and insulin pump were reviewed, and in T2 DM, basal-bolus/pre-mix insulin (human or analogue), oral antidiabetic drugs supported with basal insulin (human or analogue), sulfonylureas in monotherapy, and combined oral treatment were reviewed. In order to estimate SHE rates, we extracted data on the time horizon of the study, number of patients, number of SHEs, and number of patients experiencing at least one SHE. We used a random effects model to estimate the annual SHE rate. We considered the risk for other antidiabetic medications in T2 DM to be negligible and the results of our main review yielded no observational data for premixes in T1 DM so they were assessed based on relative rates taken from additional systematic reviews. The study, being a desk research, did not involve any human subjects (including human material or human data) and no ethical committee approval was asked for. For the same reason there was no need to collect informed consent for participation in the study. RESULTS: We identified 76 observational studies encompassing 707,722.30 patient-years. The estimated annual SHE rate varied from 0.168 (95 % CI 0.123–0.237) for insulin pump up to 1.628 for biphasic human insulin in T1 DM patients, and from 0.0035 for oral antidiabetic drugs up to 0.554 (95 % CI 0.157–7.534) for basal-bolus with human insulin in T2 DM patients. CONCLUSIONS: Our review indicates that SHE rates differ between patients depending on treatment regimen. However, SHEs are also driven by other factors. Proper modelling techniques are needed to use various types of information in published studies. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12902-015-0052-z) contains supplementary material, which is available to authorized users. BioMed Central 2015-10-12 /pmc/articles/PMC4603823/ /pubmed/26458540 http://dx.doi.org/10.1186/s12902-015-0052-z Text en © Czech et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Czech, Marcin Rdzanek, Elżbieta Pawęska, Justyna Adamowicz-Sidor, Olga Niewada, Maciej Jakubczyk, Michał Drug-related risk of severe hypoglycaemia in observational studies: a systematic review and meta-analysis |
title | Drug-related risk of severe hypoglycaemia in observational studies: a systematic review and meta-analysis |
title_full | Drug-related risk of severe hypoglycaemia in observational studies: a systematic review and meta-analysis |
title_fullStr | Drug-related risk of severe hypoglycaemia in observational studies: a systematic review and meta-analysis |
title_full_unstemmed | Drug-related risk of severe hypoglycaemia in observational studies: a systematic review and meta-analysis |
title_short | Drug-related risk of severe hypoglycaemia in observational studies: a systematic review and meta-analysis |
title_sort | drug-related risk of severe hypoglycaemia in observational studies: a systematic review and meta-analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4603823/ https://www.ncbi.nlm.nih.gov/pubmed/26458540 http://dx.doi.org/10.1186/s12902-015-0052-z |
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