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Flash monitor initiation is associated with improvements in HbA(1c) levels and DKA rates among people with type 1 diabetes in Scotland: a retrospective nationwide observational study
AIMS/HYPOTHESIS: We assessed the real-world effect of flash monitor (FM) usage on HbA(1c) levels and diabetic ketoacidosis (DKA) and severe hospitalised hypoglycaemia (SHH) rates among people with type 1 diabetes in Scotland and across sociodemographic strata within this population. METHODS: This st...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8660764/ https://www.ncbi.nlm.nih.gov/pubmed/34618177 http://dx.doi.org/10.1007/s00125-021-05578-1 |
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author | Jeyam, Anita Gibb, Fraser W. McKnight, John A. O’Reilly, Joseph E. Caparrotta, Thomas M. Höhn, Andreas McGurnaghan, Stuart J. Blackbourn, Luke A. K. Hatam, Sara Kennon, Brian McCrimmon, Rory J. Leese, Graham Philip, Sam Sattar, Naveed McKeigue, Paul M. Colhoun, Helen M. |
author_facet | Jeyam, Anita Gibb, Fraser W. McKnight, John A. O’Reilly, Joseph E. Caparrotta, Thomas M. Höhn, Andreas McGurnaghan, Stuart J. Blackbourn, Luke A. K. Hatam, Sara Kennon, Brian McCrimmon, Rory J. Leese, Graham Philip, Sam Sattar, Naveed McKeigue, Paul M. Colhoun, Helen M. |
author_sort | Jeyam, Anita |
collection | PubMed |
description | AIMS/HYPOTHESIS: We assessed the real-world effect of flash monitor (FM) usage on HbA(1c) levels and diabetic ketoacidosis (DKA) and severe hospitalised hypoglycaemia (SHH) rates among people with type 1 diabetes in Scotland and across sociodemographic strata within this population. METHODS: This study was retrospective, observational and registry based. Using the national diabetes registry, 14,682 individuals using an FM at any point between 2014 and mid-2020 were identified. Within-person change from baseline in HbA(1c) following FM initiation was modelled using linear mixed models accounting for within-person pre-exposure trajectory. DKA and SHH events were captured through linkage to hospital admission and mortality data. The difference in DKA and SHH rates between FM-exposed and -unexposed person-time was assessed among users, using generalised linear mixed models with a Poisson likelihood. In a sensitivity analysis, we tested whether changes in these outcomes were seen in an age-, sex- and baseline HbA(1c)-matched sample of non-users over the same time period. RESULTS: Prevalence of ever-FM use was 45.9% by mid-2020, with large variations by age and socioeconomic status: 64.3% among children aged <13 years vs 32.7% among those aged ≥65 years; and 54.4% vs 36.2% in the least-deprived vs most-deprived quintile. Overall, the median (IQR) within-person change in HbA(1c) in the year following FM initiation was −2.5 (−9.0, 2.5) mmol/mol (−0.2 [−0.8, 0.2]%). The change varied widely by pre-usage HbA(1c): −15.5 (−31.0, −4.0) mmol/mol (−1.4 [−2.8, −0.4]%) in those with HbA(1c) > 84 mmol/mol [9.8%] and 1.0 (−2.0, 5.5) mmol/mol (0.1 [−0.2, 0.5]%) in those with HbA(1c) < 54 mmol/mol (7.1%); the corresponding estimated fold change (95% CI) was 0.77 (0.76, 0.78) and 1.08 (1.07, 1.09). Significant reductions in HbA(1c) were found in all age bands, sexes and socioeconomic strata, and regardless of prior/current pump use, completion of a diabetes education programme or early FM adoption. Variation between the strata of these factors beyond that driven by differing HbA(1c) at baseline was slight. No change in HbA(1c) in matched non-users was observed in the same time period (median [IQR] within-person change = 0.5 [−5.0, 5.5] mmol/mol [0.0 (−0.5, 0.5)%]). DKA rates decreased after FM initiation overall and in all strata apart from the adolescents. Estimated overall reduction in DKA event rates (rate ratio) was 0.59 [95% credible interval (CrI) 0.53, 0.64]) after FM vs before FM initiation, accounting for pre-exposure trend. Finally, among those at higher risk for SHH, estimated reduction in event rates was rate ratio 0.25 (95%CrI 0.20, 0.32) after FM vs before FM initiation. CONCLUSIONS/INTERPRETATION: FM initiation is associated with clinically important reductions in HbA(1c) and striking reduction in DKA rate. Increasing uptake among the socioeconomically disadvantaged offers considerable potential for tightening the current socioeconomic disparities in glycaemia-related outcomes. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains peer-reviewed but unedited supplementary material available at 10.1007/s00125-021-05578-1. |
format | Online Article Text |
id | pubmed-8660764 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-86607642021-12-27 Flash monitor initiation is associated with improvements in HbA(1c) levels and DKA rates among people with type 1 diabetes in Scotland: a retrospective nationwide observational study Jeyam, Anita Gibb, Fraser W. McKnight, John A. O’Reilly, Joseph E. Caparrotta, Thomas M. Höhn, Andreas McGurnaghan, Stuart J. Blackbourn, Luke A. K. Hatam, Sara Kennon, Brian McCrimmon, Rory J. Leese, Graham Philip, Sam Sattar, Naveed McKeigue, Paul M. Colhoun, Helen M. Diabetologia Article AIMS/HYPOTHESIS: We assessed the real-world effect of flash monitor (FM) usage on HbA(1c) levels and diabetic ketoacidosis (DKA) and severe hospitalised hypoglycaemia (SHH) rates among people with type 1 diabetes in Scotland and across sociodemographic strata within this population. METHODS: This study was retrospective, observational and registry based. Using the national diabetes registry, 14,682 individuals using an FM at any point between 2014 and mid-2020 were identified. Within-person change from baseline in HbA(1c) following FM initiation was modelled using linear mixed models accounting for within-person pre-exposure trajectory. DKA and SHH events were captured through linkage to hospital admission and mortality data. The difference in DKA and SHH rates between FM-exposed and -unexposed person-time was assessed among users, using generalised linear mixed models with a Poisson likelihood. In a sensitivity analysis, we tested whether changes in these outcomes were seen in an age-, sex- and baseline HbA(1c)-matched sample of non-users over the same time period. RESULTS: Prevalence of ever-FM use was 45.9% by mid-2020, with large variations by age and socioeconomic status: 64.3% among children aged <13 years vs 32.7% among those aged ≥65 years; and 54.4% vs 36.2% in the least-deprived vs most-deprived quintile. Overall, the median (IQR) within-person change in HbA(1c) in the year following FM initiation was −2.5 (−9.0, 2.5) mmol/mol (−0.2 [−0.8, 0.2]%). The change varied widely by pre-usage HbA(1c): −15.5 (−31.0, −4.0) mmol/mol (−1.4 [−2.8, −0.4]%) in those with HbA(1c) > 84 mmol/mol [9.8%] and 1.0 (−2.0, 5.5) mmol/mol (0.1 [−0.2, 0.5]%) in those with HbA(1c) < 54 mmol/mol (7.1%); the corresponding estimated fold change (95% CI) was 0.77 (0.76, 0.78) and 1.08 (1.07, 1.09). Significant reductions in HbA(1c) were found in all age bands, sexes and socioeconomic strata, and regardless of prior/current pump use, completion of a diabetes education programme or early FM adoption. Variation between the strata of these factors beyond that driven by differing HbA(1c) at baseline was slight. No change in HbA(1c) in matched non-users was observed in the same time period (median [IQR] within-person change = 0.5 [−5.0, 5.5] mmol/mol [0.0 (−0.5, 0.5)%]). DKA rates decreased after FM initiation overall and in all strata apart from the adolescents. Estimated overall reduction in DKA event rates (rate ratio) was 0.59 [95% credible interval (CrI) 0.53, 0.64]) after FM vs before FM initiation, accounting for pre-exposure trend. Finally, among those at higher risk for SHH, estimated reduction in event rates was rate ratio 0.25 (95%CrI 0.20, 0.32) after FM vs before FM initiation. CONCLUSIONS/INTERPRETATION: FM initiation is associated with clinically important reductions in HbA(1c) and striking reduction in DKA rate. Increasing uptake among the socioeconomically disadvantaged offers considerable potential for tightening the current socioeconomic disparities in glycaemia-related outcomes. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains peer-reviewed but unedited supplementary material available at 10.1007/s00125-021-05578-1. Springer Berlin Heidelberg 2021-10-07 2022 /pmc/articles/PMC8660764/ /pubmed/34618177 http://dx.doi.org/10.1007/s00125-021-05578-1 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits 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/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Jeyam, Anita Gibb, Fraser W. McKnight, John A. O’Reilly, Joseph E. Caparrotta, Thomas M. Höhn, Andreas McGurnaghan, Stuart J. Blackbourn, Luke A. K. Hatam, Sara Kennon, Brian McCrimmon, Rory J. Leese, Graham Philip, Sam Sattar, Naveed McKeigue, Paul M. Colhoun, Helen M. Flash monitor initiation is associated with improvements in HbA(1c) levels and DKA rates among people with type 1 diabetes in Scotland: a retrospective nationwide observational study |
title | Flash monitor initiation is associated with improvements in HbA(1c) levels and DKA rates among people with type 1 diabetes in Scotland: a retrospective nationwide observational study |
title_full | Flash monitor initiation is associated with improvements in HbA(1c) levels and DKA rates among people with type 1 diabetes in Scotland: a retrospective nationwide observational study |
title_fullStr | Flash monitor initiation is associated with improvements in HbA(1c) levels and DKA rates among people with type 1 diabetes in Scotland: a retrospective nationwide observational study |
title_full_unstemmed | Flash monitor initiation is associated with improvements in HbA(1c) levels and DKA rates among people with type 1 diabetes in Scotland: a retrospective nationwide observational study |
title_short | Flash monitor initiation is associated with improvements in HbA(1c) levels and DKA rates among people with type 1 diabetes in Scotland: a retrospective nationwide observational study |
title_sort | flash monitor initiation is associated with improvements in hba(1c) levels and dka rates among people with type 1 diabetes in scotland: a retrospective nationwide observational study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8660764/ https://www.ncbi.nlm.nih.gov/pubmed/34618177 http://dx.doi.org/10.1007/s00125-021-05578-1 |
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